warning: commands will be executed using /bin/sh
job 3000 at Sat Mar 22 10:04:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140316/YutaMouse20-140316/YutaMouse20-140316
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1412708 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 470902 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 24730 members 
Mstep: Class 3 contains 24688 members 
Mstep: Class 4 contains 24954 members 
Mstep: Class 5 contains 24724 members 
Mstep: Class 6 contains 24964 members 
Mstep: Class 7 contains 24406 members 
Mstep: Class 8 contains 24764 members 
Mstep: Class 9 contains 24861 members 
Mstep: Class 10 contains 24701 members 
Mstep: Class 11 contains 24823 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 24752 members 
Mstep: Class 14 contains 24677 members 
Mstep: Class 15 contains 24918 members 
Mstep: Class 16 contains 24758 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 24814 members 
Mstep: Class 19 contains 24701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1164.804688 but Gain 3239.476562
Score: -64236284.000000 Penalty: 58310.578125
Iteration 0F: 19 clusters Score -6.423628e+07 nChanged 445896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4057 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 321805 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 8 contains 15446 members 
Mstep: Class 9 contains 31255 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 15315 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 16514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2986.922119 but Gain 3239.476562
Score: -68900856.000000 Penalty: 55071.101562
Iteration 1F: 18 clusters Score -6.890086e+07 nChanged 117013
Entering Unmasked Mstep 
Mstep: Class 0 contains 2025 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 360316 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 8729 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 15 contains 3398 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 3225 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 19021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69354216.000000 Penalty: 55071.101562
Iteration 2F: 18 clusters Score -6.935422e+07 nChanged 70686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1180 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 337284 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 17802 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 3189 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 19298 members 
Mstep: Class 19 contains 29494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69660248.000000 Penalty: 55071.101562
Iteration 3F: 18 clusters Score -6.966025e+07 nChanged 56495
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 305537 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 15249 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 7769 members 
Mstep: Class 18 contains 29751 members 
Mstep: Class 19 contains 40210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69867352.000000 Penalty: 55071.101562
Iteration 4F: 18 clusters Score -6.986735e+07 nChanged 39695
Entering Unmasked Mstep 
Mstep: Class 0 contains 623 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 280965 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 13348 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 50585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69969576.000000 Penalty: 55071.101562
Iteration 5F: 18 clusters Score -6.996958e+07 nChanged 27003
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 265467 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 11673 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 45604 members 
Mstep: Class 19 contains 58567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70019760.000000 Penalty: 55071.101562
Iteration 6F: 18 clusters Score -7.001976e+07 nChanged 18532
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 3909 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 255586 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 49355 members 
Mstep: Class 19 contains 64351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046248.000000 Penalty: 55071.101562
Iteration 7Q: 18 clusters Score -7.004625e+07 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 248577 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 10415 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 3110 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 51556 members 
Mstep: Class 19 contains 68851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70061144.000000 Penalty: 55071.101562
Iteration 8Q: 18 clusters Score -7.006114e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 242864 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 10461 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 53084 members 
Mstep: Class 19 contains 72702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072944.000000 Penalty: 55071.101562
Iteration 9Q: 18 clusters Score -7.007294e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 238113 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 10524 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 54255 members 
Mstep: Class 19 contains 75968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70083576.000000 Penalty: 55071.101562
Iteration 10Q: 18 clusters Score -7.008358e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 234059 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 7 contains 853 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 10651 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 12 contains 1391 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 18 contains 55138 members 
Mstep: Class 19 contains 78894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70090800.000000 Penalty: 55071.101562
Iteration 11Q: 18 clusters Score -7.00908e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 5523 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 230350 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 15 contains 1674 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 55921 members 
Mstep: Class 19 contains 81704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70097432.000000 Penalty: 55071.101562
Iteration 12Q: 18 clusters Score -7.009743e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 6010 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 227019 members 
Mstep: Class 5 contains 4851 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 4961 members 
Mstep: Class 18 contains 56592 members 
Mstep: Class 19 contains 84297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70101360.000000 Penalty: 55071.101562
Iteration 13Q: 18 clusters Score -7.010136e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 224013 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 10649 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 4886 members 
Mstep: Class 18 contains 57120 members 
Mstep: Class 19 contains 86647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70105280.000000 Penalty: 55071.101562
Iteration 14Q: 18 clusters Score -7.010528e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 544 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 221207 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 3707 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 10632 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 12 contains 2218 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 57600 members 
Mstep: Class 19 contains 88875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70108608.000000 Penalty: 55071.101562
Iteration 15Q: 18 clusters Score -7.010861e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 544 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 218574 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 3707 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 58130 members 
Mstep: Class 19 contains 90918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70111240.000000 Penalty: 55071.101562
Iteration 16Q: 18 clusters Score -7.011124e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 7523 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 216037 members 
Mstep: Class 5 contains 4484 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 58641 members 
Mstep: Class 19 contains 92869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70113032.000000 Penalty: 55071.101562
Iteration 17Q: 18 clusters Score -7.011303e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 7767 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 213740 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 10626 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 59062 members 
Mstep: Class 19 contains 94684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70114896.000000 Penalty: 55071.101562
Iteration 18Q: 18 clusters Score -7.01149e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 7950 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 211563 members 
Mstep: Class 5 contains 4507 members 
Mstep: Class 6 contains 3727 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 4776 members 
Mstep: Class 18 contains 59445 members 
Mstep: Class 19 contains 96400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70116520.000000 Penalty: 55071.101562
Iteration 19Q: 18 clusters Score -7.011652e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 8109 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 209506 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 59787 members 
Mstep: Class 19 contains 98017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70121392.000000 Penalty: 55071.101562
Iteration 20F: 18 clusters Score -7.012139e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 503 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 207367 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 5067 members 
Mstep: Class 9 contains 10940 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 59924 members 
Mstep: Class 19 contains 99584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70125664.000000 Penalty: 55071.101562
Iteration 21Q: 18 clusters Score -7.012566e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 8792 members 
Mstep: Class 3 contains 914 members 
Mstep: Class 4 contains 205458 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11107 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 15 contains 1508 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 60161 members 
Mstep: Class 19 contains 101081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70128200.000000 Penalty: 55071.101562
Iteration 22Q: 18 clusters Score -7.01282e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 8982 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 203659 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 18 contains 60444 members 
Mstep: Class 19 contains 102516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70131216.000000 Penalty: 55071.101562
Iteration 23Q: 18 clusters Score -7.013122e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 201919 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 12 contains 3841 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 60765 members 
Mstep: Class 19 contains 103859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70133800.000000 Penalty: 55071.101562
Iteration 24Q: 18 clusters Score -7.01338e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 9268 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 200377 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 5079 members 
Mstep: Class 9 contains 11412 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 12 contains 3926 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 61061 members 
Mstep: Class 19 contains 105086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70135936.000000 Penalty: 55071.101562
Iteration 25Q: 18 clusters Score -7.013594e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 9405 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 198939 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 11455 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 2304 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 61361 members 
Mstep: Class 19 contains 106242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70138120.000000 Penalty: 55071.101562
Iteration 26Q: 18 clusters Score -7.013812e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 197568 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 12 contains 3918 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 61715 members 
Mstep: Class 19 contains 107304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70139704.000000 Penalty: 55071.101562
Iteration 27Q: 18 clusters Score -7.01397e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 196338 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 11532 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 62022 members 
Mstep: Class 19 contains 108317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70140792.000000 Penalty: 55071.101562
Iteration 28Q: 18 clusters Score -7.014079e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 195194 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 746 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 12 contains 3800 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 62344 members 
Mstep: Class 19 contains 109285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70141816.000000 Penalty: 55071.101562
Iteration 29Q: 18 clusters Score -7.014182e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 194166 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 743 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 15 contains 1658 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 62651 members 
Mstep: Class 19 contains 110157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70142896.000000 Penalty: 55071.101562
Iteration 30Q: 18 clusters Score -7.01429e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 9915 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 193180 members 
Mstep: Class 5 contains 5225 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 743 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 11613 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 12 contains 3661 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 63007 members 
Mstep: Class 19 contains 110940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70143632.000000 Penalty: 55071.101562
Iteration 31Q: 18 clusters Score -7.014363e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 9946 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 192243 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11637 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 1013 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 18 contains 63357 members 
Mstep: Class 19 contains 111646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70144184.000000 Penalty: 55071.101562
Iteration 32Q: 18 clusters Score -7.014418e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 9975 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 191339 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 11666 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 63647 members 
Mstep: Class 19 contains 112354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70144832.000000 Penalty: 55071.101562
Iteration 33Q: 18 clusters Score -7.014483e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 10004 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 190509 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 11665 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 63922 members 
Mstep: Class 19 contains 113015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70145232.000000 Penalty: 55071.101562
Iteration 34Q: 18 clusters Score -7.014523e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 189712 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 11679 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 2332 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 64182 members 
Mstep: Class 19 contains 113632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70145784.000000 Penalty: 55071.101562
Iteration 35Q: 18 clusters Score -7.014578e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 10075 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 189031 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11681 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 64403 members 
Mstep: Class 19 contains 114162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70146280.000000 Penalty: 55071.101562
Iteration 36Q: 18 clusters Score -7.014628e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 188352 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 11688 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 2304 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 64599 members 
Mstep: Class 19 contains 114701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70146728.000000 Penalty: 55071.101562
Iteration 37Q: 18 clusters Score -7.014673e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 10105 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 187722 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 11690 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 64800 members 
Mstep: Class 19 contains 115216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70147176.000000 Penalty: 55071.101562
Iteration 38Q: 18 clusters Score -7.014718e+07 nChanged 937
Entering ConstructFrom: 
Score: -70147176.000000 Penalty: 55071.101562
Entering ConstructFrom: 
Trying to split cluster 1 (48848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Entering Unmasked Estep 
Score: -7385021.000000 Penalty: 2677.524170
	Iteration 0F: 2 clusters Score -7385021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -7352353.000000 Penalty: 5355.048340
	Iteration 0F: 3 clusters Score -7352353 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -7366365.500000 Penalty: 5355.048340
	Iteration 1F: 3 clusters Score -7366366 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -7368539.000000 Penalty: 5355.048340
	Iteration 2F: 3 clusters Score -7368539 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -7371368.000000 Penalty: 5355.048340
	Iteration 3F: 3 clusters Score -7371368 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -7374751.500000 Penalty: 5355.048340
	Iteration 4F: 3 clusters Score -7374752 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7378123.000000 Penalty: 5355.048340
	Iteration 5F: 3 clusters Score -7378123 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -7380691.000000 Penalty: 5355.048340
	Iteration 6F: 3 clusters Score -7380691 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -7382653.500000 Penalty: 5355.048340
	Iteration 7Q: 3 clusters Score -7382654 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -7384214.000000 Penalty: 5355.048340
	Iteration 8Q: 3 clusters Score -7384214 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7385468.500000 Penalty: 5355.048340
	Iteration 9Q: 3 clusters Score -7385468 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7386403.000000 Penalty: 5355.048340
	Iteration 10Q: 3 clusters Score -7386403 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -7387336.000000 Penalty: 5355.048340
	Iteration 11Q: 3 clusters Score -7387336 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -7388370.500000 Penalty: 5355.048340
	Iteration 12Q: 3 clusters Score -7388370 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7389315.500000 Penalty: 5355.048340
	Iteration 13Q: 3 clusters Score -7389316 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7390214.000000 Penalty: 5355.048340
	Iteration 14Q: 3 clusters Score -7390214 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7390771.000000 Penalty: 5355.048340
	Iteration 15Q: 3 clusters Score -7390771 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7391031.000000 Penalty: 5355.048340
	Iteration 16Q: 3 clusters Score -7391031 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7391162.500000 Penalty: 5355.048340
	Iteration 17Q: 3 clusters Score -7391162 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7391217.000000 Penalty: 5355.048340
	Iteration 18Q: 3 clusters Score -7391217 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7391248.500000 Penalty: 5355.048340
	Iteration 19Q: 3 clusters Score -7391248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7391253.500000 Penalty: 5355.048340
	Iteration 20F: 3 clusters Score -7391254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -7391273.500000 Penalty: 5355.048340
	Iteration 21Q: 3 clusters Score -7391274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7391253.500000 Penalty: 5355.048340
	Iteration 22Q: 3 clusters Score -7391254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -7391273.000000 Penalty: 5355.048340
	Iteration 23Q: 3 clusters Score -7391273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7391261.000000 Penalty: 5355.048340
	Iteration 24Q: 3 clusters Score -7391261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7391274.500000 Penalty: 5355.048340
	Iteration 25Q: 3 clusters Score -7391274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7391273.000000 Penalty: 5355.048340
	Iteration 26Q: 3 clusters Score -7391273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -7391274.000000 Penalty: 5355.048340
	Iteration 27Q: 3 clusters Score -7391274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7391281.500000 Penalty: 5355.048340
	Iteration 28Q: 3 clusters Score -7391282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7391281.500000 Penalty: 5355.048340
	Iteration 29Q: 3 clusters Score -7391282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7391273.500000 Penalty: 5355.048340
	Iteration 30Q: 3 clusters Score -7391274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7391273.000000 Penalty: 5355.048340
	Iteration 31Q: 3 clusters Score -7391273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -7391268.500000 Penalty: 5355.048340
	Iteration 32Q: 3 clusters Score -7391268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7391274.000000 Penalty: 5355.048340
	Iteration 33Q: 3 clusters Score -7391274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7391278.000000 Penalty: 5355.048340
	Iteration 34Q: 3 clusters Score -7391278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7391277.500000 Penalty: 5355.048340
	Iteration 35Q: 3 clusters Score -7391278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7391278.000000 Penalty: 5355.048340
	Iteration 36Q: 3 clusters Score -7391278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7391285.500000 Penalty: 5355.048340
	Iteration 37Q: 3 clusters Score -7391286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -7391287.000000 Penalty: 5355.048340
	Iteration 38Q: 3 clusters Score -7391287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -7391287.000000 Penalty: 5355.048340
	Iteration 39F: 3 clusters Score -7391287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 10113 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 187112 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Entering Unmasked Estep 
Score: -70153464.000000 Penalty: 58310.578125
Splitting cluster 1 changes total score from -70147176.000000 to -70153464.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -1430031.625000 Penalty: 2286.950928
	Iteration 0F: 2 clusters Score -1430032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1422430.000000 Penalty: 4573.901855
	Iteration 0F: 3 clusters Score -1422430 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1425457.375000 Penalty: 4573.901855
	Iteration 1F: 3 clusters Score -1425457 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1427003.250000 Penalty: 4573.901855
	Iteration 2F: 3 clusters Score -1427003 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1428776.875000 Penalty: 4573.901855
	Iteration 3F: 3 clusters Score -1428777 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1430132.375000 Penalty: 4573.901855
	Iteration 4F: 3 clusters Score -1430132 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1431054.500000 Penalty: 4573.901855
	Iteration 5F: 3 clusters Score -1431054 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1431542.750000 Penalty: 4573.901855
	Iteration 6F: 3 clusters Score -1431543 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1431797.750000 Penalty: 4573.901855
	Iteration 7Q: 3 clusters Score -1431798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1431922.500000 Penalty: 4573.901855
	Iteration 8Q: 3 clusters Score -1431922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1431973.250000 Penalty: 4573.901855
	Iteration 9Q: 3 clusters Score -1431973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1432000.375000 Penalty: 4573.901855
	Iteration 10Q: 3 clusters Score -1432000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1432012.625000 Penalty: 4573.901855
	Iteration 11Q: 3 clusters Score -1432013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1432024.375000 Penalty: 4573.901855
	Iteration 12Q: 3 clusters Score -1432024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1432029.625000 Penalty: 4573.901855
	Iteration 13Q: 3 clusters Score -1432030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1432033.125000 Penalty: 4573.901855
	Iteration 14Q: 3 clusters Score -1432033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1432036.875000 Penalty: 4573.901855
	Iteration 15Q: 3 clusters Score -1432037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1432038.625000 Penalty: 4573.901855
	Iteration 16Q: 3 clusters Score -1432039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1432046.125000 Penalty: 4573.901855
	Iteration 17Q: 3 clusters Score -1432046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1432046.000000 Penalty: 4573.901855
	Iteration 18Q: 3 clusters Score -1432046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1432045.875000 Penalty: 4573.901855
	Iteration 19Q: 3 clusters Score -1432046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1432048.000000 Penalty: 4573.901855
	Iteration 20F: 3 clusters Score -1432048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1432051.625000 Penalty: 4573.901855
	Iteration 21Q: 3 clusters Score -1432052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1432047.500000 Penalty: 4573.901855
	Iteration 22Q: 3 clusters Score -1432048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1432045.250000 Penalty: 4573.901855
	Iteration 23Q: 3 clusters Score -1432045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1432046.625000 Penalty: 4573.901855
	Iteration 24Q: 3 clusters Score -1432047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1432045.750000 Penalty: 4573.901855
	Iteration 25Q: 3 clusters Score -1432046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1432047.375000 Penalty: 4573.901855
	Iteration 26Q: 3 clusters Score -1432047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1432048.000000 Penalty: 4573.901855
	Iteration 27Q: 3 clusters Score -1432048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1432052.250000 Penalty: 4573.901855
	Iteration 28Q: 3 clusters Score -1432052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1432052.875000 Penalty: 4573.901855
	Iteration 29Q: 3 clusters Score -1432053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1432054.375000 Penalty: 4573.901855
	Iteration 30Q: 3 clusters Score -1432054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1432052.625000 Penalty: 4573.901855
	Iteration 31Q: 3 clusters Score -1432053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1432052.000000 Penalty: 4573.901855
	Iteration 32Q: 3 clusters Score -1432052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1432051.125000 Penalty: 4573.901855
	Iteration 33Q: 3 clusters Score -1432051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1432051.125000 Penalty: 4573.901855
	Iteration 34F: 3 clusters Score -1432051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 187112 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Entering Unmasked Estep 
Score: -70154552.000000 Penalty: 61550.054688
Splitting cluster 2 changes total score from -70147176.000000 to -70154552.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -125414.109375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -125414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -123557.507812 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -123557.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123878.750000 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -123878.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124120.062500 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -124120.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124379.992188 Penalty: 3374.538574
	Iteration 3F: 3 clusters Score -124380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124643.867188 Penalty: 3374.538574
	Iteration 4F: 3 clusters Score -124643.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -124816.945312 Penalty: 3374.538574
	Iteration 5F: 3 clusters Score -124816.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -124968.421875 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -124968.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -125051.632812 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -125051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -125095.062500 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -125095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -125122.929688 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -125122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -125135.195312 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -125135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -125144.171875 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -125144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -125153.375000 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -125153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -125158.523438 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -125158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -125163.710938 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -125163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -125165.218750 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -125165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -125166.820312 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -125166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -125168.703125 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -125168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -125168.703125 Penalty: 3374.538574
	Iteration 18F: 3 clusters Score -125168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (187112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187112 members 
Entering Unmasked Estep 
Score: -28586962.000000 Penalty: 3010.586670
	Iteration 0F: 2 clusters Score -2.858696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -28492270.000000 Penalty: 6021.173340
	Iteration 0F: 3 clusters Score -2.849227e+07 nChanged 89722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -28545402.000000 Penalty: 6021.173340
	Iteration 1F: 3 clusters Score -2.85454e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -28548210.000000 Penalty: 6021.173340
	Iteration 2Q: 3 clusters Score -2.854821e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -28552126.000000 Penalty: 6021.173340
	Iteration 3F: 3 clusters Score -2.855213e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -28557622.000000 Penalty: 6021.173340
	Iteration 4F: 3 clusters Score -2.855762e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -28564536.000000 Penalty: 6021.173340
	Iteration 5F: 3 clusters Score -2.856454e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -28573200.000000 Penalty: 6021.173340
	Iteration 6F: 3 clusters Score -2.85732e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142280 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -28581658.000000 Penalty: 6021.173340
	Iteration 7F: 3 clusters Score -2.858166e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -28587810.000000 Penalty: 6021.173340
	Iteration 8F: 3 clusters Score -2.858781e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -28590590.000000 Penalty: 6021.173340
	Iteration 9Q: 3 clusters Score -2.859059e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -28591822.000000 Penalty: 6021.173340
	Iteration 10Q: 3 clusters Score -2.859182e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -28592458.000000 Penalty: 6021.173340
	Iteration 11Q: 3 clusters Score -2.859246e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -28592878.000000 Penalty: 6021.173340
	Iteration 12Q: 3 clusters Score -2.859288e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -28593126.000000 Penalty: 6021.173340
	Iteration 13Q: 3 clusters Score -2.859313e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161486 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -28593016.000000 Penalty: 6021.173340
	Iteration 14Q: 3 clusters Score -2.859302e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162508 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -28593130.000000 Penalty: 6021.173340
	Iteration 15Q: 3 clusters Score -2.859313e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -28593226.000000 Penalty: 6021.173340
	Iteration 16Q: 3 clusters Score -2.859323e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -28593296.000000 Penalty: 6021.173340
	Iteration 17Q: 3 clusters Score -2.85933e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -28593274.000000 Penalty: 6021.173340
	Iteration 18Q: 3 clusters Score -2.859327e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164346 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -28593454.000000 Penalty: 6021.173340
	Iteration 19Q: 3 clusters Score -2.859345e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -28593730.000000 Penalty: 6021.173340
	Iteration 20F: 3 clusters Score -2.859373e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164392 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -28594174.000000 Penalty: 6021.173340
	Iteration 21Q: 3 clusters Score -2.859417e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -28594600.000000 Penalty: 6021.173340
	Iteration 22Q: 3 clusters Score -2.85946e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163979 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -28595070.000000 Penalty: 6021.173340
	Iteration 23Q: 3 clusters Score -2.859507e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -28595516.000000 Penalty: 6021.173340
	Iteration 24Q: 3 clusters Score -2.859552e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -28596010.000000 Penalty: 6021.173340
	Iteration 25Q: 3 clusters Score -2.859601e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -28596440.000000 Penalty: 6021.173340
	Iteration 26Q: 3 clusters Score -2.859644e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -28596876.000000 Penalty: 6021.173340
	Iteration 27Q: 3 clusters Score -2.859688e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161902 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -28597288.000000 Penalty: 6021.173340
	Iteration 28Q: 3 clusters Score -2.859729e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161366 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -28597834.000000 Penalty: 6021.173340
	Iteration 29Q: 3 clusters Score -2.859783e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -28598060.000000 Penalty: 6021.173340
	Iteration 30Q: 3 clusters Score -2.859806e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -28598528.000000 Penalty: 6021.173340
	Iteration 31Q: 3 clusters Score -2.859853e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -28598982.000000 Penalty: 6021.173340
	Iteration 32Q: 3 clusters Score -2.859898e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -28599264.000000 Penalty: 6021.173340
	Iteration 33Q: 3 clusters Score -2.859926e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -28599570.000000 Penalty: 6021.173340
	Iteration 34Q: 3 clusters Score -2.859957e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158921 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -28599792.000000 Penalty: 6021.173340
	Iteration 35Q: 3 clusters Score -2.859979e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158691 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -28599928.000000 Penalty: 6021.173340
	Iteration 36Q: 3 clusters Score -2.859993e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -28600114.000000 Penalty: 6021.173340
	Iteration 37Q: 3 clusters Score -2.860011e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -28600226.000000 Penalty: 6021.173340
	Iteration 38Q: 3 clusters Score -2.860023e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -28600306.000000 Penalty: 6021.173340
	Iteration 39Q: 3 clusters Score -2.860031e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -28600518.000000 Penalty: 6021.173340
	Iteration 40F: 3 clusters Score -2.860052e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -28600704.000000 Penalty: 6021.173340
	Iteration 41Q: 3 clusters Score -2.86007e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -28600868.000000 Penalty: 6021.173340
	Iteration 42Q: 3 clusters Score -2.860087e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157232 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -28600986.000000 Penalty: 6021.173340
	Iteration 43Q: 3 clusters Score -2.860099e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -28601098.000000 Penalty: 6021.173340
	Iteration 44Q: 3 clusters Score -2.86011e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -28601218.000000 Penalty: 6021.173340
	Iteration 45Q: 3 clusters Score -2.860122e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -28601356.000000 Penalty: 6021.173340
	Iteration 46Q: 3 clusters Score -2.860136e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -28601454.000000 Penalty: 6021.173340
	Iteration 47Q: 3 clusters Score -2.860145e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155984 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -28601552.000000 Penalty: 6021.173340
	Iteration 48Q: 3 clusters Score -2.860155e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155777 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -28601648.000000 Penalty: 6021.173340
	Iteration 49Q: 3 clusters Score -2.860165e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -28601718.000000 Penalty: 6021.173340
	Iteration 50Q: 3 clusters Score -2.860172e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -28601758.000000 Penalty: 6021.173340
	Iteration 51Q: 3 clusters Score -2.860176e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155340 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -28601796.000000 Penalty: 6021.173340
	Iteration 52Q: 3 clusters Score -2.86018e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -28601904.000000 Penalty: 6021.173340
	Iteration 53Q: 3 clusters Score -2.86019e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -28601954.000000 Penalty: 6021.173340
	Iteration 54Q: 3 clusters Score -2.860195e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -28601968.000000 Penalty: 6021.173340
	Iteration 55Q: 3 clusters Score -2.860197e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -28602024.000000 Penalty: 6021.173340
	Iteration 56Q: 3 clusters Score -2.860202e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -28602050.000000 Penalty: 6021.173340
	Iteration 57Q: 3 clusters Score -2.860205e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154648 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -28602052.000000 Penalty: 6021.173340
	Iteration 58Q: 3 clusters Score -2.860205e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154561 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -28602116.000000 Penalty: 6021.173340
	Iteration 59Q: 3 clusters Score -2.860212e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -28602140.000000 Penalty: 6021.173340
	Iteration 60F: 3 clusters Score -2.860214e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -28602196.000000 Penalty: 6021.173340
	Iteration 61Q: 3 clusters Score -2.86022e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -28602186.000000 Penalty: 6021.173340
	Iteration 62Q: 3 clusters Score -2.860219e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -28602174.000000 Penalty: 6021.173340
	Iteration 63Q: 3 clusters Score -2.860217e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -28602194.000000 Penalty: 6021.173340
	Iteration 64Q: 3 clusters Score -2.860219e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -28602218.000000 Penalty: 6021.173340
	Iteration 65Q: 3 clusters Score -2.860222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -28602202.000000 Penalty: 6021.173340
	Iteration 66Q: 3 clusters Score -2.86022e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -28602246.000000 Penalty: 6021.173340
	Iteration 67Q: 3 clusters Score -2.860225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154094 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -28602244.000000 Penalty: 6021.173340
	Iteration 68Q: 3 clusters Score -2.860224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -28602268.000000 Penalty: 6021.173340
	Iteration 69Q: 3 clusters Score -2.860227e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154094 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -28602268.000000 Penalty: 6021.173340
	Iteration 70Q: 3 clusters Score -2.860227e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -28602302.000000 Penalty: 6021.173340
	Iteration 71Q: 3 clusters Score -2.86023e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -28602296.000000 Penalty: 6021.173340
	Iteration 72Q: 3 clusters Score -2.86023e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -28602266.000000 Penalty: 6021.173340
	Iteration 73Q: 3 clusters Score -2.860227e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -28602262.000000 Penalty: 6021.173340
	Iteration 74Q: 3 clusters Score -2.860226e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -28602304.000000 Penalty: 6021.173340
	Iteration 75Q: 3 clusters Score -2.86023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -28602322.000000 Penalty: 6021.173340
	Iteration 76Q: 3 clusters Score -2.860232e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -28602286.000000 Penalty: 6021.173340
	Iteration 77Q: 3 clusters Score -2.860229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154141 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -28602306.000000 Penalty: 6021.173340
	Iteration 78Q: 3 clusters Score -2.860231e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -28602294.000000 Penalty: 6021.173340
	Iteration 79Q: 3 clusters Score -2.860229e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154141 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -28602332.000000 Penalty: 6021.173340
	Iteration 80F: 3 clusters Score -2.860233e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -28602350.000000 Penalty: 6021.173340
	Iteration 81Q: 3 clusters Score -2.860235e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -28602334.000000 Penalty: 6021.173340
	Iteration 82Q: 3 clusters Score -2.860233e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -28602342.000000 Penalty: 6021.173340
	Iteration 83Q: 3 clusters Score -2.860234e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -28602332.000000 Penalty: 6021.173340
	Iteration 84Q: 3 clusters Score -2.860233e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -28602312.000000 Penalty: 6021.173340
	Iteration 85Q: 3 clusters Score -2.860231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -28602300.000000 Penalty: 6021.173340
	Iteration 86Q: 3 clusters Score -2.86023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -28602334.000000 Penalty: 6021.173340
	Iteration 87Q: 3 clusters Score -2.860233e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -28602348.000000 Penalty: 6021.173340
	Iteration 88Q: 3 clusters Score -2.860235e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -28602306.000000 Penalty: 6021.173340
	Iteration 89Q: 3 clusters Score -2.860231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -28602292.000000 Penalty: 6021.173340
	Iteration 90Q: 3 clusters Score -2.860229e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -28602302.000000 Penalty: 6021.173340
	Iteration 91Q: 3 clusters Score -2.86023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -28602254.000000 Penalty: 6021.173340
	Iteration 92Q: 3 clusters Score -2.860225e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -28602268.000000 Penalty: 6021.173340
	Iteration 93Q: 3 clusters Score -2.860227e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154242 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -28602248.000000 Penalty: 6021.173340
	Iteration 94Q: 3 clusters Score -2.860225e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -28602230.000000 Penalty: 6021.173340
	Iteration 95Q: 3 clusters Score -2.860223e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -28602208.000000 Penalty: 6021.173340
	Iteration 96Q: 3 clusters Score -2.860221e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -28602214.000000 Penalty: 6021.173340
	Iteration 97Q: 3 clusters Score -2.860221e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -28602230.000000 Penalty: 6021.173340
	Iteration 98Q: 3 clusters Score -2.860223e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154266 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -28602220.000000 Penalty: 6021.173340
	Iteration 99Q: 3 clusters Score -2.860222e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154266 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -28602180.000000 Penalty: 6021.173340
	Iteration 100F: 3 clusters Score -2.860218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -28602196.000000 Penalty: 6021.173340
	Iteration 101Q: 3 clusters Score -2.86022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -28602182.000000 Penalty: 6021.173340
	Iteration 102Q: 3 clusters Score -2.860218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154271 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -28602198.000000 Penalty: 6021.173340
	Iteration 103Q: 3 clusters Score -2.86022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -28602160.000000 Penalty: 6021.173340
	Iteration 104Q: 3 clusters Score -2.860216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -28602164.000000 Penalty: 6021.173340
	Iteration 105Q: 3 clusters Score -2.860216e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154284 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -28602142.000000 Penalty: 6021.173340
	Iteration 106Q: 3 clusters Score -2.860214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154293 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -28602168.000000 Penalty: 6021.173340
	Iteration 107Q: 3 clusters Score -2.860217e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -28602196.000000 Penalty: 6021.173340
	Iteration 108Q: 3 clusters Score -2.86022e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -28602232.000000 Penalty: 6021.173340
	Iteration 109Q: 3 clusters Score -2.860223e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -28602226.000000 Penalty: 6021.173340
	Iteration 110Q: 3 clusters Score -2.860223e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154311 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -28602246.000000 Penalty: 6021.173340
	Iteration 111Q: 3 clusters Score -2.860225e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -28602232.000000 Penalty: 6021.173340
	Iteration 112Q: 3 clusters Score -2.860223e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -28602240.000000 Penalty: 6021.173340
	Iteration 113Q: 3 clusters Score -2.860224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -28602210.000000 Penalty: 6021.173340
	Iteration 114Q: 3 clusters Score -2.860221e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154329 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -28602204.000000 Penalty: 6021.173340
	Iteration 115Q: 3 clusters Score -2.86022e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -28602178.000000 Penalty: 6021.173340
	Iteration 116Q: 3 clusters Score -2.860218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -28602152.000000 Penalty: 6021.173340
	Iteration 117Q: 3 clusters Score -2.860215e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -28602130.000000 Penalty: 6021.173340
	Iteration 118Q: 3 clusters Score -2.860213e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -28602152.000000 Penalty: 6021.173340
	Iteration 119Q: 3 clusters Score -2.860215e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -28602150.000000 Penalty: 6021.173340
	Iteration 120F: 3 clusters Score -2.860215e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -28602120.000000 Penalty: 6021.173340
	Iteration 121Q: 3 clusters Score -2.860212e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -28602076.000000 Penalty: 6021.173340
	Iteration 122Q: 3 clusters Score -2.860208e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -28602070.000000 Penalty: 6021.173340
	Iteration 123Q: 3 clusters Score -2.860207e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -28602086.000000 Penalty: 6021.173340
	Iteration 124Q: 3 clusters Score -2.860209e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -28602112.000000 Penalty: 6021.173340
	Iteration 125Q: 3 clusters Score -2.860211e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -28602102.000000 Penalty: 6021.173340
	Iteration 126Q: 3 clusters Score -2.86021e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -28602116.000000 Penalty: 6021.173340
	Iteration 127Q: 3 clusters Score -2.860212e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -28602154.000000 Penalty: 6021.173340
	Iteration 128Q: 3 clusters Score -2.860215e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -28602130.000000 Penalty: 6021.173340
	Iteration 129Q: 3 clusters Score -2.860213e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -28602130.000000 Penalty: 6021.173340
	Iteration 130Q: 3 clusters Score -2.860213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -28602148.000000 Penalty: 6021.173340
	Iteration 131Q: 3 clusters Score -2.860215e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -28602090.000000 Penalty: 6021.173340
	Iteration 132Q: 3 clusters Score -2.860209e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -28602106.000000 Penalty: 6021.173340
	Iteration 133Q: 3 clusters Score -2.860211e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -28602088.000000 Penalty: 6021.173340
	Iteration 134Q: 3 clusters Score -2.860209e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -28602048.000000 Penalty: 6021.173340
	Iteration 135Q: 3 clusters Score -2.860205e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -28602120.000000 Penalty: 6021.173340
	Iteration 136Q: 3 clusters Score -2.860212e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -28602110.000000 Penalty: 6021.173340
	Iteration 137Q: 3 clusters Score -2.860211e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -28602110.000000 Penalty: 6021.173340
	Iteration 138Q: 3 clusters Score -2.860211e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -28602120.000000 Penalty: 6021.173340
	Iteration 139Q: 3 clusters Score -2.860212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -28602138.000000 Penalty: 6021.173340
	Iteration 140F: 3 clusters Score -2.860214e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -28602142.000000 Penalty: 6021.173340
	Iteration 141Q: 3 clusters Score -2.860214e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -28602136.000000 Penalty: 6021.173340
	Iteration 142Q: 3 clusters Score -2.860214e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -28602154.000000 Penalty: 6021.173340
	Iteration 143Q: 3 clusters Score -2.860215e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155452 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -28602152.000000 Penalty: 6021.173340
	Iteration 144Q: 3 clusters Score -2.860215e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -28602150.000000 Penalty: 6021.173340
	Iteration 145Q: 3 clusters Score -2.860215e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155556 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -28602140.000000 Penalty: 6021.173340
	Iteration 146Q: 3 clusters Score -2.860214e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155623 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -28602132.000000 Penalty: 6021.173340
	Iteration 147Q: 3 clusters Score -2.860213e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -28602146.000000 Penalty: 6021.173340
	Iteration 148Q: 3 clusters Score -2.860215e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155785 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -28602112.000000 Penalty: 6021.173340
	Iteration 149Q: 3 clusters Score -2.860211e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -28602078.000000 Penalty: 6021.173340
	Iteration 150Q: 3 clusters Score -2.860208e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -28602080.000000 Penalty: 6021.173340
	Iteration 151Q: 3 clusters Score -2.860208e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -28602064.000000 Penalty: 6021.173340
	Iteration 152Q: 3 clusters Score -2.860206e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156146 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -28602062.000000 Penalty: 6021.173340
	Iteration 153Q: 3 clusters Score -2.860206e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -28602020.000000 Penalty: 6021.173340
	Iteration 154Q: 3 clusters Score -2.860202e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -28601992.000000 Penalty: 6021.173340
	Iteration 155Q: 3 clusters Score -2.860199e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -28602024.000000 Penalty: 6021.173340
	Iteration 156Q: 3 clusters Score -2.860202e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -28602024.000000 Penalty: 6021.173340
	Iteration 157Q: 3 clusters Score -2.860202e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156593 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -28602022.000000 Penalty: 6021.173340
	Iteration 158Q: 3 clusters Score -2.860202e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -28602016.000000 Penalty: 6021.173340
	Iteration 159Q: 3 clusters Score -2.860202e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -28601988.000000 Penalty: 6021.173340
	Iteration 160F: 3 clusters Score -2.860199e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -28602006.000000 Penalty: 6021.173340
	Iteration 161Q: 3 clusters Score -2.860201e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -28602022.000000 Penalty: 6021.173340
	Iteration 162Q: 3 clusters Score -2.860202e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -28601998.000000 Penalty: 6021.173340
	Iteration 163Q: 3 clusters Score -2.8602e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -28602066.000000 Penalty: 6021.173340
	Iteration 164Q: 3 clusters Score -2.860207e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -28602066.000000 Penalty: 6021.173340
	Iteration 165Q: 3 clusters Score -2.860207e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -28602040.000000 Penalty: 6021.173340
	Iteration 166Q: 3 clusters Score -2.860204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -28602046.000000 Penalty: 6021.173340
	Iteration 167Q: 3 clusters Score -2.860205e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -28602048.000000 Penalty: 6021.173340
	Iteration 168Q: 3 clusters Score -2.860205e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -28602020.000000 Penalty: 6021.173340
	Iteration 169Q: 3 clusters Score -2.860202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -28602046.000000 Penalty: 6021.173340
	Iteration 170Q: 3 clusters Score -2.860205e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -28602054.000000 Penalty: 6021.173340
	Iteration 171Q: 3 clusters Score -2.860205e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157489 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -28602048.000000 Penalty: 6021.173340
	Iteration 172Q: 3 clusters Score -2.860205e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157549 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -28602076.000000 Penalty: 6021.173340
	Iteration 173Q: 3 clusters Score -2.860208e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157611 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -28602062.000000 Penalty: 6021.173340
	Iteration 174Q: 3 clusters Score -2.860206e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157660 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -28602050.000000 Penalty: 6021.173340
	Iteration 175Q: 3 clusters Score -2.860205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -28602014.000000 Penalty: 6021.173340
	Iteration 176Q: 3 clusters Score -2.860201e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -28602004.000000 Penalty: 6021.173340
	Iteration 177Q: 3 clusters Score -2.8602e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -28602004.000000 Penalty: 6021.173340
	Iteration 178Q: 3 clusters Score -2.8602e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -28602006.000000 Penalty: 6021.173340
	Iteration 179Q: 3 clusters Score -2.860201e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -28601988.000000 Penalty: 6021.173340
	Iteration 180F: 3 clusters Score -2.860199e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -28601986.000000 Penalty: 6021.173340
	Iteration 181Q: 3 clusters Score -2.860199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -28602004.000000 Penalty: 6021.173340
	Iteration 182Q: 3 clusters Score -2.8602e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -28602004.000000 Penalty: 6021.173340
	Iteration 183Q: 3 clusters Score -2.8602e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -28601968.000000 Penalty: 6021.173340
	Iteration 184Q: 3 clusters Score -2.860197e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158068 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -28601966.000000 Penalty: 6021.173340
	Iteration 185Q: 3 clusters Score -2.860197e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158110 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -28601948.000000 Penalty: 6021.173340
	Iteration 186Q: 3 clusters Score -2.860195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158146 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -28601964.000000 Penalty: 6021.173340
	Iteration 187Q: 3 clusters Score -2.860196e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -28601966.000000 Penalty: 6021.173340
	Iteration 188Q: 3 clusters Score -2.860197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158237 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -28602000.000000 Penalty: 6021.173340
	Iteration 189Q: 3 clusters Score -2.8602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -28602008.000000 Penalty: 6021.173340
	Iteration 190Q: 3 clusters Score -2.860201e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -28602028.000000 Penalty: 6021.173340
	Iteration 191Q: 3 clusters Score -2.860203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -28602020.000000 Penalty: 6021.173340
	Iteration 192Q: 3 clusters Score -2.860202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -28602018.000000 Penalty: 6021.173340
	Iteration 193Q: 3 clusters Score -2.860202e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -28602020.000000 Penalty: 6021.173340
	Iteration 194Q: 3 clusters Score -2.860202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -28602020.000000 Penalty: 6021.173340
	Iteration 195Q: 3 clusters Score -2.860202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158530 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -28602034.000000 Penalty: 6021.173340
	Iteration 196Q: 3 clusters Score -2.860203e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -28602042.000000 Penalty: 6021.173340
	Iteration 197Q: 3 clusters Score -2.860204e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -28602048.000000 Penalty: 6021.173340
	Iteration 198Q: 3 clusters Score -2.860205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -28602066.000000 Penalty: 6021.173340
	Iteration 199Q: 3 clusters Score -2.860207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -28602026.000000 Penalty: 6021.173340
	Iteration 200F: 3 clusters Score -2.860203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158711 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -28602020.000000 Penalty: 6021.173340
	Iteration 201Q: 3 clusters Score -2.860202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158729 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -28602052.000000 Penalty: 6021.173340
	Iteration 202Q: 3 clusters Score -2.860205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -28602038.000000 Penalty: 6021.173340
	Iteration 203Q: 3 clusters Score -2.860204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -28602042.000000 Penalty: 6021.173340
	Iteration 204Q: 3 clusters Score -2.860204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -28602036.000000 Penalty: 6021.173340
	Iteration 205Q: 3 clusters Score -2.860204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -28602038.000000 Penalty: 6021.173340
	Iteration 206Q: 3 clusters Score -2.860204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158767 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -28602026.000000 Penalty: 6021.173340
	Iteration 207Q: 3 clusters Score -2.860203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -28602032.000000 Penalty: 6021.173340
	Iteration 208Q: 3 clusters Score -2.860203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -28602036.000000 Penalty: 6021.173340
	Iteration 209Q: 3 clusters Score -2.860204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -28602034.000000 Penalty: 6021.173340
	Iteration 210Q: 3 clusters Score -2.860203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -28602036.000000 Penalty: 6021.173340
	Iteration 211Q: 3 clusters Score -2.860204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -28602032.000000 Penalty: 6021.173340
	Iteration 212Q: 3 clusters Score -2.860203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158784 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -28602030.000000 Penalty: 6021.173340
	Iteration 213Q: 3 clusters Score -2.860203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158782 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -28602024.000000 Penalty: 6021.173340
	Iteration 214Q: 3 clusters Score -2.860202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -28602032.000000 Penalty: 6021.173340
	Iteration 215Q: 3 clusters Score -2.860203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -28602024.000000 Penalty: 6021.173340
	Iteration 216Q: 3 clusters Score -2.860202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -28602024.000000 Penalty: 6021.173340
	Iteration 217F: 3 clusters Score -2.860202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Entering Unmasked Estep 
Score: -70169184.000000 Penalty: 64789.531250
Splitting cluster 4 changes total score from -70147176.000000 to -70169184.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -735022.625000 Penalty: 2119.594482
	Iteration 0F: 2 clusters Score -735022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -730516.062500 Penalty: 4239.188965
	Iteration 0F: 3 clusters Score -730516.1 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -732610.937500 Penalty: 4239.188965
	Iteration 1F: 3 clusters Score -732610.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -734491.687500 Penalty: 4239.188965
	Iteration 2F: 3 clusters Score -734491.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -736622.875000 Penalty: 4239.188965
	Iteration 3F: 3 clusters Score -736622.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -737742.000000 Penalty: 4239.188965
	Iteration 4F: 3 clusters Score -737742 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -738244.187500 Penalty: 4239.188965
	Iteration 5F: 3 clusters Score -738244.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -738527.375000 Penalty: 4239.188965
	Iteration 6Q: 3 clusters Score -738527.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -738646.875000 Penalty: 4239.188965
	Iteration 7Q: 3 clusters Score -738646.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -738704.000000 Penalty: 4239.188965
	Iteration 8Q: 3 clusters Score -738704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -738732.187500 Penalty: 4239.188965
	Iteration 9Q: 3 clusters Score -738732.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -738752.437500 Penalty: 4239.188965
	Iteration 10Q: 3 clusters Score -738752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -738764.937500 Penalty: 4239.188965
	Iteration 11Q: 3 clusters Score -738764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -738773.187500 Penalty: 4239.188965
	Iteration 12Q: 3 clusters Score -738773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -738777.562500 Penalty: 4239.188965
	Iteration 13Q: 3 clusters Score -738777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -738780.312500 Penalty: 4239.188965
	Iteration 14Q: 3 clusters Score -738780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -738779.500000 Penalty: 4239.188965
	Iteration 15Q: 3 clusters Score -738779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -738781.562500 Penalty: 4239.188965
	Iteration 16Q: 3 clusters Score -738781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -738781.687500 Penalty: 4239.188965
	Iteration 17Q: 3 clusters Score -738781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -738783.000000 Penalty: 4239.188965
	Iteration 18Q: 3 clusters Score -738783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -738782.500000 Penalty: 4239.188965
	Iteration 19Q: 3 clusters Score -738782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -738782.500000 Penalty: 4239.188965
	Iteration 20F: 3 clusters Score -738782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Entering Unmasked Estep 
Score: -70171888.000000 Penalty: 68029.007812
Splitting cluster 5 changes total score from -70147176.000000 to -70171888.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -379162.875000 Penalty: 2045.050659
	Iteration 0F: 2 clusters Score -379162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -376570.343750 Penalty: 4090.101318
	Iteration 0F: 3 clusters Score -376570.3 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -387573.781250 Penalty: 4090.101318
	Iteration 1F: 3 clusters Score -387573.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -395471.281250 Penalty: 4090.101318
	Iteration 2F: 3 clusters Score -395471.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -398065.062500 Penalty: 4090.101318
	Iteration 3F: 3 clusters Score -398065.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -398985.437500 Penalty: 4090.101318
	Iteration 4Q: 3 clusters Score -398985.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -399809.843750 Penalty: 4090.101318
	Iteration 5Q: 3 clusters Score -399809.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -400700.281250 Penalty: 4090.101318
	Iteration 6Q: 3 clusters Score -400700.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401316.781250 Penalty: 4090.101318
	Iteration 7Q: 3 clusters Score -401316.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -401762.281250 Penalty: 4090.101318
	Iteration 8Q: 3 clusters Score -401762.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -402009.968750 Penalty: 4090.101318
	Iteration 9Q: 3 clusters Score -402010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -402118.562500 Penalty: 4090.101318
	Iteration 10Q: 3 clusters Score -402118.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -402211.656250 Penalty: 4090.101318
	Iteration 11Q: 3 clusters Score -402211.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -402312.843750 Penalty: 4090.101318
	Iteration 12Q: 3 clusters Score -402312.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -402430.125000 Penalty: 4090.101318
	Iteration 13Q: 3 clusters Score -402430.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -402535.937500 Penalty: 4090.101318
	Iteration 14Q: 3 clusters Score -402535.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -402633.031250 Penalty: 4090.101318
	Iteration 15Q: 3 clusters Score -402633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -402767.281250 Penalty: 4090.101318
	Iteration 16Q: 3 clusters Score -402767.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -402902.593750 Penalty: 4090.101318
	Iteration 17Q: 3 clusters Score -402902.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -402951.625000 Penalty: 4090.101318
	Iteration 18Q: 3 clusters Score -402951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -403007.250000 Penalty: 4090.101318
	Iteration 19Q: 3 clusters Score -403007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -403192.531250 Penalty: 4090.101318
	Iteration 20F: 3 clusters Score -403192.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403479.000000 Penalty: 4090.101318
	Iteration 21Q: 3 clusters Score -403479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -403759.875000 Penalty: 4090.101318
	Iteration 22Q: 3 clusters Score -403759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -403821.687500 Penalty: 4090.101318
	Iteration 23Q: 3 clusters Score -403821.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -403883.156250 Penalty: 4090.101318
	Iteration 24Q: 3 clusters Score -403883.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -403924.656250 Penalty: 4090.101318
	Iteration 25Q: 3 clusters Score -403924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403947.531250 Penalty: 4090.101318
	Iteration 26Q: 3 clusters Score -403947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -403951.812500 Penalty: 4090.101318
	Iteration 27Q: 3 clusters Score -403951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -403954.687500 Penalty: 4090.101318
	Iteration 28Q: 3 clusters Score -403954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -403954.625000 Penalty: 4090.101318
	Iteration 29Q: 3 clusters Score -403954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -403967.250000 Penalty: 4090.101318
	Iteration 30F: 3 clusters Score -403967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -403991.687500 Penalty: 4090.101318
	Iteration 31Q: 3 clusters Score -403991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404001.218750 Penalty: 4090.101318
	Iteration 32Q: 3 clusters Score -404001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -404001.437500 Penalty: 4090.101318
	Iteration 33Q: 3 clusters Score -404001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -404001.687500 Penalty: 4090.101318
	Iteration 34Q: 3 clusters Score -404001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -404001.687500 Penalty: 4090.101318
	Iteration 35F: 3 clusters Score -404001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
Score: -70195576.000000 Penalty: 71268.484375
Splitting cluster 6 changes total score from -70147176.000000 to -70195576.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -84615.343750 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -84615.34 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 384 members 
Entering Unmasked Estep 
Score: -83297.054688 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -83297.05 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84810.070312 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -84810.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85756.796875 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -85756.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85999.906250 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -85999.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -86180.515625 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -86180.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86439.070312 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -86439.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86495.375000 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -86495.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86529.835938 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -86529.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86559.953125 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -86559.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86572.421875 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -86572.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86578.648438 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -86578.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86585.859375 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -86585.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86592.523438 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -86592.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86600.429688 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -86600.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86608.875000 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -86608.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86616.812500 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -86616.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86620.468750 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -86620.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86620.468750 Penalty: 3276.227783
	Iteration 17F: 3 clusters Score -86620.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
Score: -70196000.000000 Penalty: 74507.960938
Splitting cluster 7 changes total score from -70147176.000000 to -70196000.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -737340.375000 Penalty: 2118.436035
	Iteration 0F: 2 clusters Score -737340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -732871.187500 Penalty: 4236.872070
	Iteration 0F: 3 clusters Score -732871.2 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -734146.187500 Penalty: 4236.872070
	Iteration 1F: 3 clusters Score -734146.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -734722.562500 Penalty: 4236.872070
	Iteration 2F: 3 clusters Score -734722.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -735440.125000 Penalty: 4236.872070
	Iteration 3F: 3 clusters Score -735440.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -736268.375000 Penalty: 4236.872070
	Iteration 4F: 3 clusters Score -736268.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -736859.500000 Penalty: 4236.872070
	Iteration 5F: 3 clusters Score -736859.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -737200.562500 Penalty: 4236.872070
	Iteration 6F: 3 clusters Score -737200.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -737413.062500 Penalty: 4236.872070
	Iteration 7Q: 3 clusters Score -737413.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -737547.750000 Penalty: 4236.872070
	Iteration 8Q: 3 clusters Score -737547.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -737626.375000 Penalty: 4236.872070
	Iteration 9Q: 3 clusters Score -737626.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -737662.937500 Penalty: 4236.872070
	Iteration 10Q: 3 clusters Score -737662.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -737689.812500 Penalty: 4236.872070
	Iteration 11Q: 3 clusters Score -737689.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -737708.687500 Penalty: 4236.872070
	Iteration 12Q: 3 clusters Score -737708.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -737720.937500 Penalty: 4236.872070
	Iteration 13Q: 3 clusters Score -737720.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -737735.812500 Penalty: 4236.872070
	Iteration 14Q: 3 clusters Score -737735.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -737743.250000 Penalty: 4236.872070
	Iteration 15Q: 3 clusters Score -737743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -737747.062500 Penalty: 4236.872070
	Iteration 16Q: 3 clusters Score -737747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -737748.875000 Penalty: 4236.872070
	Iteration 17Q: 3 clusters Score -737748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -737753.625000 Penalty: 4236.872070
	Iteration 18Q: 3 clusters Score -737753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -737756.187500 Penalty: 4236.872070
	Iteration 19Q: 3 clusters Score -737756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -737759.625000 Penalty: 4236.872070
	Iteration 20F: 3 clusters Score -737759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -737763.562500 Penalty: 4236.872070
	Iteration 21Q: 3 clusters Score -737763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -737766.250000 Penalty: 4236.872070
	Iteration 22Q: 3 clusters Score -737766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -737766.375000 Penalty: 4236.872070
	Iteration 23Q: 3 clusters Score -737766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -737765.437500 Penalty: 4236.872070
	Iteration 24Q: 3 clusters Score -737765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -737765.437500 Penalty: 4236.872070
	Iteration 25Q: 3 clusters Score -737765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -737767.250000 Penalty: 4236.872070
	Iteration 26Q: 3 clusters Score -737767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -737766.250000 Penalty: 4236.872070
	Iteration 27Q: 3 clusters Score -737766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -737767.062500 Penalty: 4236.872070
	Iteration 28Q: 3 clusters Score -737767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -737767.062500 Penalty: 4236.872070
	Iteration 29F: 3 clusters Score -737767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Entering Unmasked Estep 
Score: -70195296.000000 Penalty: 77747.437500
Splitting cluster 8 changes total score from -70147176.000000 to -70195296.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -1761768.625000 Penalty: 2323.037598
	Iteration 0F: 2 clusters Score -1761769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1753074.000000 Penalty: 4646.075195
	Iteration 0F: 3 clusters Score -1753074 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1755644.750000 Penalty: 4646.075195
	Iteration 1F: 3 clusters Score -1755645 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1755968.500000 Penalty: 4646.075195
	Iteration 2F: 3 clusters Score -1755968 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1756238.500000 Penalty: 4646.075195
	Iteration 3F: 3 clusters Score -1756238 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1756463.625000 Penalty: 4646.075195
	Iteration 4Q: 3 clusters Score -1756464 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1756711.375000 Penalty: 4646.075195
	Iteration 5Q: 3 clusters Score -1756711 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1756987.625000 Penalty: 4646.075195
	Iteration 6Q: 3 clusters Score -1756988 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1757348.125000 Penalty: 4646.075195
	Iteration 7Q: 3 clusters Score -1757348 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1757716.875000 Penalty: 4646.075195
	Iteration 8F: 3 clusters Score -1757717 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1758092.500000 Penalty: 4646.075195
	Iteration 9Q: 3 clusters Score -1758092 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1758467.250000 Penalty: 4646.075195
	Iteration 10Q: 3 clusters Score -1758467 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1758794.000000 Penalty: 4646.075195
	Iteration 11Q: 3 clusters Score -1758794 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1759067.625000 Penalty: 4646.075195
	Iteration 12Q: 3 clusters Score -1759068 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1759317.375000 Penalty: 4646.075195
	Iteration 13Q: 3 clusters Score -1759317 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1759512.500000 Penalty: 4646.075195
	Iteration 14Q: 3 clusters Score -1759512 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1759659.625000 Penalty: 4646.075195
	Iteration 15Q: 3 clusters Score -1759660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1759788.375000 Penalty: 4646.075195
	Iteration 16Q: 3 clusters Score -1759788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1759891.625000 Penalty: 4646.075195
	Iteration 17Q: 3 clusters Score -1759892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1759980.875000 Penalty: 4646.075195
	Iteration 18Q: 3 clusters Score -1759981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1760071.375000 Penalty: 4646.075195
	Iteration 19Q: 3 clusters Score -1760071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1760128.625000 Penalty: 4646.075195
	Iteration 20F: 3 clusters Score -1760129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1760163.000000 Penalty: 4646.075195
	Iteration 21Q: 3 clusters Score -1760163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1760175.875000 Penalty: 4646.075195
	Iteration 22Q: 3 clusters Score -1760176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1760189.000000 Penalty: 4646.075195
	Iteration 23Q: 3 clusters Score -1760189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1760192.375000 Penalty: 4646.075195
	Iteration 24Q: 3 clusters Score -1760192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1760203.500000 Penalty: 4646.075195
	Iteration 25Q: 3 clusters Score -1760204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1760207.500000 Penalty: 4646.075195
	Iteration 26Q: 3 clusters Score -1760208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1760210.125000 Penalty: 4646.075195
	Iteration 27Q: 3 clusters Score -1760210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1760210.125000 Penalty: 4646.075195
	Iteration 28F: 3 clusters Score -1760210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -670633.062500 Penalty: 2087.014893
	Iteration 0F: 2 clusters Score -670633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -666459.500000 Penalty: 4174.029785
	Iteration 0F: 3 clusters Score -666459.5 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -667412.937500 Penalty: 4174.029785
	Iteration 1F: 3 clusters Score -667412.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -667702.812500 Penalty: 4174.029785
	Iteration 2F: 3 clusters Score -667702.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -668022.250000 Penalty: 4174.029785
	Iteration 3F: 3 clusters Score -668022.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -668347.500000 Penalty: 4174.029785
	Iteration 4F: 3 clusters Score -668347.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -668710.312500 Penalty: 4174.029785
	Iteration 5F: 3 clusters Score -668710.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -669096.250000 Penalty: 4174.029785
	Iteration 6F: 3 clusters Score -669096.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -669550.625000 Penalty: 4174.029785
	Iteration 7F: 3 clusters Score -669550.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -669970.062500 Penalty: 4174.029785
	Iteration 8F: 3 clusters Score -669970.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -670385.375000 Penalty: 4174.029785
	Iteration 9F: 3 clusters Score -670385.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -670817.625000 Penalty: 4174.029785
	Iteration 10F: 3 clusters Score -670817.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -671210.250000 Penalty: 4174.029785
	Iteration 11Q: 3 clusters Score -671210.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -671582.000000 Penalty: 4174.029785
	Iteration 12Q: 3 clusters Score -671582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -671925.062500 Penalty: 4174.029785
	Iteration 13Q: 3 clusters Score -671925.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -672051.437500 Penalty: 4174.029785
	Iteration 14Q: 3 clusters Score -672051.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -672089.812500 Penalty: 4174.029785
	Iteration 15Q: 3 clusters Score -672089.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -672108.500000 Penalty: 4174.029785
	Iteration 16Q: 3 clusters Score -672108.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -672116.312500 Penalty: 4174.029785
	Iteration 17Q: 3 clusters Score -672116.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -672117.000000 Penalty: 4174.029785
	Iteration 18Q: 3 clusters Score -672117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -672120.937500 Penalty: 4174.029785
	Iteration 19Q: 3 clusters Score -672120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -672119.437500 Penalty: 4174.029785
	Iteration 20F: 3 clusters Score -672119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Entering Unmasked Estep 
Score: -70195632.000000 Penalty: 80986.914062
Splitting cluster 10 changes total score from -70147176.000000 to -70195632.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -486603.875000 Penalty: 2011.385864
	Iteration 0F: 2 clusters Score -486603.9 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 1719 members 
Entering Unmasked Estep 
Score: -483230.125000 Penalty: 4022.771729
	Iteration 0F: 3 clusters Score -483230.1 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -484053.718750 Penalty: 4022.771729
	Iteration 1F: 3 clusters Score -484053.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -484352.312500 Penalty: 4022.771729
	Iteration 2F: 3 clusters Score -484352.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -484751.062500 Penalty: 4022.771729
	Iteration 3F: 3 clusters Score -484751.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -485274.593750 Penalty: 4022.771729
	Iteration 4F: 3 clusters Score -485274.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -485840.250000 Penalty: 4022.771729
	Iteration 5F: 3 clusters Score -485840.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -486334.312500 Penalty: 4022.771729
	Iteration 6F: 3 clusters Score -486334.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -486597.031250 Penalty: 4022.771729
	Iteration 7F: 3 clusters Score -486597 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -486678.593750 Penalty: 4022.771729
	Iteration 8Q: 3 clusters Score -486678.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -486716.781250 Penalty: 4022.771729
	Iteration 9Q: 3 clusters Score -486716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -486730.875000 Penalty: 4022.771729
	Iteration 10Q: 3 clusters Score -486730.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -486739.187500 Penalty: 4022.771729
	Iteration 11Q: 3 clusters Score -486739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -486746.656250 Penalty: 4022.771729
	Iteration 12Q: 3 clusters Score -486746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -486748.625000 Penalty: 4022.771729
	Iteration 13Q: 3 clusters Score -486748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -486748.906250 Penalty: 4022.771729
	Iteration 14Q: 3 clusters Score -486748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -486748.875000 Penalty: 4022.771729
	Iteration 15Q: 3 clusters Score -486748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -486748.875000 Penalty: 4022.771729
	Iteration 16F: 3 clusters Score -486748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 1129 members 
Entering Unmasked Estep 
Score: -70194584.000000 Penalty: 84226.390625
Splitting cluster 12 changes total score from -70147176.000000 to -70194584.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -131157.671875 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -131157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129441.984375 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -129442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -130864.468750 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -130864.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132709.468750 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -132709.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -133815.500000 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -133815.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -135308.546875 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -135308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -135407.296875 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -135407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135466.515625 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -135466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135478.765625 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -135478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135481.937500 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -135481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135481.937500 Penalty: 3433.142334
	Iteration 9F: 3 clusters Score -135481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 794 members 
Entering Unmasked Estep 
Score: -70197304.000000 Penalty: 87465.867188
Splitting cluster 13 changes total score from -70147176.000000 to -70197304.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -199635.750000 Penalty: 1842.521118
	Iteration 0F: 2 clusters Score -199635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -197801.109375 Penalty: 3685.042236
	Iteration 0F: 3 clusters Score -197801.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -201179.437500 Penalty: 3685.042236
	Iteration 1F: 3 clusters Score -201179.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -203010.000000 Penalty: 3685.042236
	Iteration 2F: 3 clusters Score -203010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -203546.109375 Penalty: 3685.042236
	Iteration 3F: 3 clusters Score -203546.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -203844.515625 Penalty: 3685.042236
	Iteration 4Q: 3 clusters Score -203844.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -203997.343750 Penalty: 3685.042236
	Iteration 5Q: 3 clusters Score -203997.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -204085.953125 Penalty: 3685.042236
	Iteration 6Q: 3 clusters Score -204086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -204155.890625 Penalty: 3685.042236
	Iteration 7Q: 3 clusters Score -204155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -204190.140625 Penalty: 3685.042236
	Iteration 8Q: 3 clusters Score -204190.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204208.687500 Penalty: 3685.042236
	Iteration 9Q: 3 clusters Score -204208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204227.203125 Penalty: 3685.042236
	Iteration 10Q: 3 clusters Score -204227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -204230.593750 Penalty: 3685.042236
	Iteration 11Q: 3 clusters Score -204230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -204234.125000 Penalty: 3685.042236
	Iteration 12Q: 3 clusters Score -204234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204237.046875 Penalty: 3685.042236
	Iteration 13Q: 3 clusters Score -204237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -204237.390625 Penalty: 3685.042236
	Iteration 14Q: 3 clusters Score -204237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204237.750000 Penalty: 3685.042236
	Iteration 15Q: 3 clusters Score -204237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204237.750000 Penalty: 3685.042236
	Iteration 16F: 3 clusters Score -204237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 794 members 
Mstep: Class 28 contains 646 members 
Entering Unmasked Estep 
Score: -70200504.000000 Penalty: 90705.343750
Splitting cluster 15 changes total score from -70147176.000000 to -70200504.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -332493.781250 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -332493.8 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 1196 members 
Entering Unmasked Estep 
Score: -329669.687500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -329669.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -330291.218750 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -330291.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -330469.812500 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -330469.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -330609.281250 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -330609.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -330772.468750 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -330772.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330989.437500 Penalty: 3837.641357
	Iteration 5F: 3 clusters Score -330989.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -331249.437500 Penalty: 3837.641357
	Iteration 6F: 3 clusters Score -331249.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -331464.093750 Penalty: 3837.641357
	Iteration 7F: 3 clusters Score -331464.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -331644.906250 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -331644.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -331751.593750 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -331751.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -331831.656250 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -331831.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -331887.031250 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -331887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -331915.281250 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -331915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -331929.437500 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -331929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331941.031250 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -331941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -331948.000000 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -331948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -331954.500000 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -331954.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -331963.031250 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -331963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331975.250000 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -331975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -331986.750000 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -331986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332001.937500 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -332001.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -332015.718750 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -332015.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -332032.625000 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -332032.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -332052.156250 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -332052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -332064.437500 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -332064.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -332078.812500 Penalty: 3837.641357
	Iteration 25Q: 3 clusters Score -332078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -332105.500000 Penalty: 3837.641357
	Iteration 26Q: 3 clusters Score -332105.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -332125.781250 Penalty: 3837.641357
	Iteration 27Q: 3 clusters Score -332125.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332146.500000 Penalty: 3837.641357
	Iteration 28Q: 3 clusters Score -332146.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332168.937500 Penalty: 3837.641357
	Iteration 29Q: 3 clusters Score -332168.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -332177.843750 Penalty: 3837.641357
	Iteration 30Q: 3 clusters Score -332177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -332184.500000 Penalty: 3837.641357
	Iteration 31Q: 3 clusters Score -332184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -332186.531250 Penalty: 3837.641357
	Iteration 32Q: 3 clusters Score -332186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -332189.781250 Penalty: 3837.641357
	Iteration 33Q: 3 clusters Score -332189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -332190.906250 Penalty: 3837.641357
	Iteration 34Q: 3 clusters Score -332190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -332191.625000 Penalty: 3837.641357
	Iteration 35Q: 3 clusters Score -332191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -332192.687500 Penalty: 3837.641357
	Iteration 36Q: 3 clusters Score -332192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -332192.687500 Penalty: 3837.641357
	Iteration 37F: 3 clusters Score -332192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -477287.000000 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -477287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -473953.875000 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -473953.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -475525.406250 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -475525.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -476561.843750 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -476561.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -477263.937500 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -477263.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -477972.625000 Penalty: 4030.166016
	Iteration 4F: 3 clusters Score -477972.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -478659.312500 Penalty: 4030.166016
	Iteration 5F: 3 clusters Score -478659.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -479132.031250 Penalty: 4030.166016
	Iteration 6F: 3 clusters Score -479132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -479322.531250 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -479322.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -479375.375000 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -479375.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -479404.750000 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -479404.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -479417.593750 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -479417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -479421.250000 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -479421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -479426.937500 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -479426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -479431.531250 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -479431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -479432.937500 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -479432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -479432.937500 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -479432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -479434.843750 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -479434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -479434.156250 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -479434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -479435.187500 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -479435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -479437.968750 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -479438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -479439.250000 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -479439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -479441.250000 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -479441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -479441.250000 Penalty: 4030.166016
	Iteration 22F: 3 clusters Score -479441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 65012 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 794 members 
Mstep: Class 28 contains 646 members 
Mstep: Class 29 contains 2077 members 
Entering Unmasked Estep 
Score: -70201640.000000 Penalty: 93944.820312
Splitting cluster 17 changes total score from -70147176.000000 to -70201640.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (65012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Entering Unmasked Estep 
Score: -9928561.000000 Penalty: 2748.416992
	Iteration 0F: 2 clusters Score -9928561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -9884962.000000 Penalty: 5496.833984
	Iteration 0F: 3 clusters Score -9884962 nChanged 30505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -9902368.000000 Penalty: 5496.833984
	Iteration 1F: 3 clusters Score -9902368 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -9903474.000000 Penalty: 5496.833984
	Iteration 2Q: 3 clusters Score -9903474 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -9905105.000000 Penalty: 5496.833984
	Iteration 3F: 3 clusters Score -9905105 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -9907483.000000 Penalty: 5496.833984
	Iteration 4F: 3 clusters Score -9907483 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -9910659.000000 Penalty: 5496.833984
	Iteration 5F: 3 clusters Score -9910659 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -9914745.000000 Penalty: 5496.833984
	Iteration 6F: 3 clusters Score -9914745 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -9919096.000000 Penalty: 5496.833984
	Iteration 7F: 3 clusters Score -9919096 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -9923371.000000 Penalty: 5496.833984
	Iteration 8F: 3 clusters Score -9923371 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -9926456.000000 Penalty: 5496.833984
	Iteration 9Q: 3 clusters Score -9926456 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -9928078.000000 Penalty: 5496.833984
	Iteration 10Q: 3 clusters Score -9928078 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -9928792.000000 Penalty: 5496.833984
	Iteration 11Q: 3 clusters Score -9928792 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -9929151.000000 Penalty: 5496.833984
	Iteration 12Q: 3 clusters Score -9929151 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -9929288.000000 Penalty: 5496.833984
	Iteration 13Q: 3 clusters Score -9929288 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -9929401.000000 Penalty: 5496.833984
	Iteration 14Q: 3 clusters Score -9929401 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -9929424.000000 Penalty: 5496.833984
	Iteration 15Q: 3 clusters Score -9929424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -9929458.000000 Penalty: 5496.833984
	Iteration 16Q: 3 clusters Score -9929458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -9929454.000000 Penalty: 5496.833984
	Iteration 17Q: 3 clusters Score -9929454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -9929437.000000 Penalty: 5496.833984
	Iteration 18Q: 3 clusters Score -9929437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -9929453.000000 Penalty: 5496.833984
	Iteration 19Q: 3 clusters Score -9929453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -9929472.000000 Penalty: 5496.833984
	Iteration 20F: 3 clusters Score -9929472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -9929459.000000 Penalty: 5496.833984
	Iteration 21Q: 3 clusters Score -9929459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9929465.000000 Penalty: 5496.833984
	Iteration 22Q: 3 clusters Score -9929465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -9929452.000000 Penalty: 5496.833984
	Iteration 23Q: 3 clusters Score -9929452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -9929452.000000 Penalty: 5496.833984
	Iteration 24Q: 3 clusters Score -9929452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -9929449.000000 Penalty: 5496.833984
	Iteration 25Q: 3 clusters Score -9929449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -9929451.000000 Penalty: 5496.833984
	Iteration 26Q: 3 clusters Score -9929451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -9929463.000000 Penalty: 5496.833984
	Iteration 27Q: 3 clusters Score -9929463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -9929452.000000 Penalty: 5496.833984
	Iteration 28Q: 3 clusters Score -9929452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -9929467.000000 Penalty: 5496.833984
	Iteration 29Q: 3 clusters Score -9929467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -9929455.000000 Penalty: 5496.833984
	Iteration 30Q: 3 clusters Score -9929455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -9929453.000000 Penalty: 5496.833984
	Iteration 31Q: 3 clusters Score -9929453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -9929453.000000 Penalty: 5496.833984
	Iteration 32F: 3 clusters Score -9929453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 56112 members 
Mstep: Class 19 contains 115683 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 794 members 
Mstep: Class 28 contains 646 members 
Mstep: Class 29 contains 2077 members 
Mstep: Class 30 contains 8900 members 
Entering Unmasked Estep 
Score: -70202152.000000 Penalty: 97184.296875
Splitting cluster 18 changes total score from -70147176.000000 to -70202152.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (115683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115683 members 
Entering Unmasked Estep 
Score: -17531232.000000 Penalty: 2891.335205
	Iteration 0F: 2 clusters Score -1.753123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -17453890.000000 Penalty: 5782.670410
	Iteration 0F: 3 clusters Score -1.745389e+07 nChanged 54972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -17484980.000000 Penalty: 5782.670410
	Iteration 1F: 3 clusters Score -1.748498e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -17485884.000000 Penalty: 5782.670410
	Iteration 2Q: 3 clusters Score -1.748588e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -17488340.000000 Penalty: 5782.670410
	Iteration 3Q: 3 clusters Score -1.748834e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -17497730.000000 Penalty: 5782.670410
	Iteration 4F: 3 clusters Score -1.749773e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -17518860.000000 Penalty: 5782.670410
	Iteration 5F: 3 clusters Score -1.751886e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -17539808.000000 Penalty: 5782.670410
	Iteration 6F: 3 clusters Score -1.753981e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -17548806.000000 Penalty: 5782.670410
	Iteration 7F: 3 clusters Score -1.754881e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -17551350.000000 Penalty: 5782.670410
	Iteration 8Q: 3 clusters Score -1.755135e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -17552180.000000 Penalty: 5782.670410
	Iteration 9Q: 3 clusters Score -1.755218e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -17552434.000000 Penalty: 5782.670410
	Iteration 10Q: 3 clusters Score -1.755243e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -17552562.000000 Penalty: 5782.670410
	Iteration 11Q: 3 clusters Score -1.755256e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -17552600.000000 Penalty: 5782.670410
	Iteration 12Q: 3 clusters Score -1.75526e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -17552620.000000 Penalty: 5782.670410
	Iteration 13Q: 3 clusters Score -1.755262e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 103057 members 
Entering Unmasked Estep 
Score: -17552658.000000 Penalty: 5782.670410
	Iteration 14Q: 3 clusters Score -1.755266e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -17552664.000000 Penalty: 5782.670410
	Iteration 15Q: 3 clusters Score -1.755266e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -17552700.000000 Penalty: 5782.670410
	Iteration 16Q: 3 clusters Score -1.75527e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -17552680.000000 Penalty: 5782.670410
	Iteration 17Q: 3 clusters Score -1.755268e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -17552672.000000 Penalty: 5782.670410
	Iteration 18Q: 3 clusters Score -1.755267e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -17552706.000000 Penalty: 5782.670410
	Iteration 19Q: 3 clusters Score -1.755271e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -17552746.000000 Penalty: 5782.670410
	Iteration 20F: 3 clusters Score -1.755275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -17552736.000000 Penalty: 5782.670410
	Iteration 21Q: 3 clusters Score -1.755274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -17552730.000000 Penalty: 5782.670410
	Iteration 22Q: 3 clusters Score -1.755273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -17552728.000000 Penalty: 5782.670410
	Iteration 23Q: 3 clusters Score -1.755273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 103840 members 
Entering Unmasked Estep 
Score: -17552736.000000 Penalty: 5782.670410
	Iteration 24Q: 3 clusters Score -1.755274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 103852 members 
Entering Unmasked Estep 
Score: -17552724.000000 Penalty: 5782.670410
	Iteration 25Q: 3 clusters Score -1.755272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -17552734.000000 Penalty: 5782.670410
	Iteration 26Q: 3 clusters Score -1.755273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -17552732.000000 Penalty: 5782.670410
	Iteration 27Q: 3 clusters Score -1.755273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -17552738.000000 Penalty: 5782.670410
	Iteration 28Q: 3 clusters Score -1.755274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -17552738.000000 Penalty: 5782.670410
	Iteration 29F: 3 clusters Score -1.755274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 56112 members 
Mstep: Class 19 contains 11817 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 794 members 
Mstep: Class 28 contains 646 members 
Mstep: Class 29 contains 2077 members 
Mstep: Class 30 contains 8900 members 
Mstep: Class 31 contains 103866 members 
Entering Unmasked Estep 
Score: -70223160.000000 Penalty: 100423.773438
Splitting cluster 19 changes total score from -70147176.000000 to -70223160.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 158785 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 11697 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 56112 members 
Mstep: Class 19 contains 11817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70237000.000000 Penalty: 100423.773438
Iteration 39Q: 32 clusters Score -7.0237e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9455 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 161111 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 11926 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 39031 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 55242 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 27604 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2059 members 
Mstep: Class 30 contains 8410 members 
Mstep: Class 31 contains 102434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2905.822998 but Gain 3239.476562
Score: -70255720.000000 Penalty: 97184.296875
Iteration 40F: 31 clusters Score -7.025572e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9895 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 155217 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 38942 members 
Mstep: Class 12 contains 2266 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 52972 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 28372 members 
Mstep: Class 21 contains 2347 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 918 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 747 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 2258 members 
Mstep: Class 30 contains 8993 members 
Mstep: Class 31 contains 108846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70269376.000000 Penalty: 97184.296875
Iteration 41Q: 31 clusters Score -7.026938e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 10258 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 150297 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 11688 members 
Mstep: Class 10 contains 2303 members 
Mstep: Class 11 contains 38745 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 51481 members 
Mstep: Class 19 contains 12578 members 
Mstep: Class 20 contains 28770 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 378 members 
Mstep: Class 24 contains 878 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 1440 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 584 members 
Mstep: Class 29 contains 2304 members 
Mstep: Class 30 contains 9428 members 
Mstep: Class 31 contains 113689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70275696.000000 Penalty: 97184.296875
Iteration 42Q: 31 clusters Score -7.02757e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 145822 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 11753 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 38629 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 836 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 50379 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 2218 members 
Mstep: Class 26 contains 1367 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 583 members 
Mstep: Class 29 contains 2320 members 
Mstep: Class 30 contains 9830 members 
Mstep: Class 31 contains 117721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70278520.000000 Penalty: 97184.296875
Iteration 43Q: 31 clusters Score -7.027852e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 141779 members 
Mstep: Class 5 contains 3130 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 11822 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 38549 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 49570 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 29102 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 1321 members 
Mstep: Class 27 contains 951 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 2327 members 
Mstep: Class 30 contains 10160 members 
Mstep: Class 31 contains 121126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70280480.000000 Penalty: 97184.296875
Iteration 44Q: 31 clusters Score -7.028048e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10921 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 138158 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 5201 members 
Mstep: Class 9 contains 11876 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 38493 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 48926 members 
Mstep: Class 19 contains 14925 members 
Mstep: Class 20 contains 29137 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 1508 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 2329 members 
Mstep: Class 30 contains 10436 members 
Mstep: Class 31 contains 124133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70281704.000000 Penalty: 97184.296875
Iteration 45Q: 31 clusters Score -7.02817e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 134883 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 11903 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 38459 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 15 contains 797 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 1205 members 
Mstep: Class 18 contains 48348 members 
Mstep: Class 19 contains 15708 members 
Mstep: Class 20 contains 29046 members 
Mstep: Class 21 contains 2402 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 2335 members 
Mstep: Class 30 contains 10635 members 
Mstep: Class 31 contains 126975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70282400.000000 Penalty: 97184.296875
Iteration 46Q: 31 clusters Score -7.02824e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 131954 members 
Mstep: Class 5 contains 3011 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 38412 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 47845 members 
Mstep: Class 19 contains 16454 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 577 members 
Mstep: Class 29 contains 2338 members 
Mstep: Class 30 contains 10793 members 
Mstep: Class 31 contains 129565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70283552.000000 Penalty: 97184.296875
Iteration 47Q: 31 clusters Score -7.028355e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 129278 members 
Mstep: Class 5 contains 2984 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 2318 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 47409 members 
Mstep: Class 19 contains 17134 members 
Mstep: Class 20 contains 28681 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 2215 members 
Mstep: Class 26 contains 1248 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 2339 members 
Mstep: Class 30 contains 10886 members 
Mstep: Class 31 contains 132046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70284072.000000 Penalty: 97184.296875
Iteration 48Q: 31 clusters Score -7.028407e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 126754 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 11940 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 38422 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 18 contains 47080 members 
Mstep: Class 19 contains 17749 members 
Mstep: Class 20 contains 28367 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 2215 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 2342 members 
Mstep: Class 30 contains 10931 members 
Mstep: Class 31 contains 134441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70284672.000000 Penalty: 97184.296875
Iteration 49Q: 31 clusters Score -7.028467e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 124435 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 38465 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 46825 members 
Mstep: Class 19 contains 18309 members 
Mstep: Class 20 contains 28042 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 2214 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 10923 members 
Mstep: Class 31 contains 136690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285032.000000 Penalty: 97184.296875
Iteration 50Q: 31 clusters Score -7.028503e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 122330 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5296 members 
Mstep: Class 9 contains 11944 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38498 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 1180 members 
Mstep: Class 18 contains 46636 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 27686 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 741 members 
Mstep: Class 25 contains 2214 members 
Mstep: Class 26 contains 1216 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 138745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285216.000000 Penalty: 97184.296875
Iteration 51Q: 31 clusters Score -7.028522e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 120407 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 11936 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38550 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 46491 members 
Mstep: Class 19 contains 19308 members 
Mstep: Class 20 contains 27326 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 2214 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10908 members 
Mstep: Class 31 contains 140623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285608.000000 Penalty: 97184.296875
Iteration 52Q: 31 clusters Score -7.028561e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 118745 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 11920 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38592 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 46352 members 
Mstep: Class 19 contains 19774 members 
Mstep: Class 20 contains 26973 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 1106 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10877 members 
Mstep: Class 31 contains 142290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285720.000000 Penalty: 97184.296875
Iteration 53Q: 31 clusters Score -7.028572e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11467 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 117185 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 11906 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38658 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 46275 members 
Mstep: Class 19 contains 20186 members 
Mstep: Class 20 contains 26600 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1212 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 143859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70286232.000000 Penalty: 97184.296875
Iteration 54Q: 31 clusters Score -7.028623e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 115765 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5334 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38716 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 46199 members 
Mstep: Class 19 contains 20554 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 145382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70286576.000000 Penalty: 97184.296875
Iteration 55Q: 31 clusters Score -7.028658e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11498 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 114505 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 11890 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38781 members 
Mstep: Class 12 contains 2107 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 46127 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 25830 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 146694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70286928.000000 Penalty: 97184.296875
Iteration 56Q: 31 clusters Score -7.028693e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11506 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 113339 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 11889 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38813 members 
Mstep: Class 12 contains 2102 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 46075 members 
Mstep: Class 19 contains 21201 members 
Mstep: Class 20 contains 25446 members 
Mstep: Class 21 contains 2499 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10710 members 
Mstep: Class 31 contains 147985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287136.000000 Penalty: 97184.296875
Iteration 57Q: 31 clusters Score -7.028714e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11512 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 112186 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 11886 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38868 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 46020 members 
Mstep: Class 19 contains 21501 members 
Mstep: Class 20 contains 25082 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1204 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10679 members 
Mstep: Class 31 contains 149238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287336.000000 Penalty: 97184.296875
Iteration 58Q: 31 clusters Score -7.028734e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 111152 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38897 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 45975 members 
Mstep: Class 19 contains 21764 members 
Mstep: Class 20 contains 24725 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1204 members 
Mstep: Class 27 contains 1126 members 
Mstep: Class 28 contains 581 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10655 members 
Mstep: Class 31 contains 150391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287664.000000 Penalty: 97184.296875
Iteration 59Q: 31 clusters Score -7.028766e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 110151 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 5350 members 
Mstep: Class 9 contains 11883 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38920 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 45951 members 
Mstep: Class 19 contains 22014 members 
Mstep: Class 20 contains 24372 members 
Mstep: Class 21 contains 2557 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 583 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 10618 members 
Mstep: Class 31 contains 151537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70292472.000000 Penalty: 97184.296875
Iteration 60F: 31 clusters Score -7.029247e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 109173 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 11887 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 38936 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 45921 members 
Mstep: Class 19 contains 22239 members 
Mstep: Class 20 contains 24060 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 382 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1300 members 
Mstep: Class 27 contains 1187 members 
Mstep: Class 28 contains 583 members 
Mstep: Class 29 contains 2352 members 
Mstep: Class 30 contains 10589 members 
Mstep: Class 31 contains 152629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70297728.000000 Penalty: 97184.296875
Iteration 61Q: 31 clusters Score -7.029773e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 11559 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 108350 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 11889 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38963 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 45880 members 
Mstep: Class 19 contains 22431 members 
Mstep: Class 20 contains 23772 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 584 members 
Mstep: Class 29 contains 2353 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 153620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70298984.000000 Penalty: 97184.296875
Iteration 62Q: 31 clusters Score -7.029898e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11571 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 107576 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 11890 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 38995 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 14 contains 1518 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 45846 members 
Mstep: Class 19 contains 22631 members 
Mstep: Class 20 contains 23473 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 379 members 
Mstep: Class 24 contains 918 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 1252 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 2354 members 
Mstep: Class 30 contains 10543 members 
Mstep: Class 31 contains 154539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299136.000000 Penalty: 97184.296875
Iteration 63Q: 31 clusters Score -7.029914e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 11585 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 106859 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5352 members 
Mstep: Class 9 contains 11890 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 39023 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 45810 members 
Mstep: Class 19 contains 22810 members 
Mstep: Class 20 contains 23197 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 1190 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1215 members 
Mstep: Class 27 contains 1265 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 2353 members 
Mstep: Class 30 contains 10530 members 
Mstep: Class 31 contains 155396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299712.000000 Penalty: 97184.296875
Iteration 64Q: 31 clusters Score -7.029971e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 106205 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 11889 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 39037 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 45782 members 
Mstep: Class 19 contains 22985 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 1190 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 911 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 1271 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 10526 members 
Mstep: Class 31 contains 156200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300056.000000 Penalty: 97184.296875
Iteration 65Q: 31 clusters Score -7.030006e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 11583 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 105597 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 39041 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 45755 members 
Mstep: Class 19 contains 23128 members 
Mstep: Class 20 contains 22665 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 1191 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 1275 members 
Mstep: Class 28 contains 585 members 
Mstep: Class 29 contains 2352 members 
Mstep: Class 30 contains 10527 members 
Mstep: Class 31 contains 156974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300288.000000 Penalty: 97184.296875
Iteration 66Q: 31 clusters Score -7.030029e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 105015 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 11885 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 39054 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 2378 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 45749 members 
Mstep: Class 19 contains 23275 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 2692 members 
Mstep: Class 22 contains 1191 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 583 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10523 members 
Mstep: Class 31 contains 157705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300464.000000 Penalty: 97184.296875
Iteration 67Q: 31 clusters Score -7.030046e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 104446 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 11890 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 39073 members 
Mstep: Class 12 contains 2207 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 45742 members 
Mstep: Class 19 contains 23398 members 
Mstep: Class 20 contains 22155 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 1289 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10507 members 
Mstep: Class 31 contains 158392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300584.000000 Penalty: 97184.296875
Iteration 68Q: 31 clusters Score -7.030058e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 103937 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 11885 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 39082 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2380 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 45725 members 
Mstep: Class 19 contains 23511 members 
Mstep: Class 20 contains 21947 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1168 members 
Mstep: Class 27 contains 1289 members 
Mstep: Class 28 contains 586 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10496 members 
Mstep: Class 31 contains 159023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300640.000000 Penalty: 97184.296875
Iteration 69Q: 31 clusters Score -7.030064e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 103423 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 11882 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 39097 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 45699 members 
Mstep: Class 19 contains 23634 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 2746 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 1291 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10487 members 
Mstep: Class 31 contains 159637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300640.000000 Penalty: 97184.296875
Iteration 70Q: 31 clusters Score -7.030064e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 102980 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 11872 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 39115 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45676 members 
Mstep: Class 19 contains 23740 members 
Mstep: Class 20 contains 21568 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1159 members 
Mstep: Class 27 contains 1289 members 
Mstep: Class 28 contains 589 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10475 members 
Mstep: Class 31 contains 160162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300544.000000 Penalty: 97184.296875
Iteration 71Q: 31 clusters Score -7.030054e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 11585 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 102575 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 11868 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 39126 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45655 members 
Mstep: Class 19 contains 23843 members 
Mstep: Class 20 contains 21390 members 
Mstep: Class 21 contains 2763 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1159 members 
Mstep: Class 27 contains 1291 members 
Mstep: Class 28 contains 592 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10469 members 
Mstep: Class 31 contains 160647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300440.000000 Penalty: 97184.296875
Iteration 72Q: 31 clusters Score -7.030044e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 11588 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 102183 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 11864 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 39134 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45635 members 
Mstep: Class 19 contains 23932 members 
Mstep: Class 20 contains 21241 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 1291 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 10462 members 
Mstep: Class 31 contains 161117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300488.000000 Penalty: 97184.296875
Iteration 73Q: 31 clusters Score -7.030049e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 101817 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 11864 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39140 members 
Mstep: Class 12 contains 2260 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45615 members 
Mstep: Class 19 contains 24026 members 
Mstep: Class 20 contains 21080 members 
Mstep: Class 21 contains 2775 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1156 members 
Mstep: Class 27 contains 1294 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10456 members 
Mstep: Class 31 contains 161554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300440.000000 Penalty: 97184.296875
Iteration 74Q: 31 clusters Score -7.030044e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 11589 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 101486 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5341 members 
Mstep: Class 9 contains 11858 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39139 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45590 members 
Mstep: Class 19 contains 24108 members 
Mstep: Class 20 contains 20934 members 
Mstep: Class 21 contains 2780 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1154 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10452 members 
Mstep: Class 31 contains 161965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300448.000000 Penalty: 97184.296875
Iteration 75Q: 31 clusters Score -7.030045e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 11598 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 101140 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 11854 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39146 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45562 members 
Mstep: Class 19 contains 24183 members 
Mstep: Class 20 contains 20807 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10452 members 
Mstep: Class 31 contains 162363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300488.000000 Penalty: 97184.296875
Iteration 76Q: 31 clusters Score -7.030049e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 100751 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 11859 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39163 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45546 members 
Mstep: Class 19 contains 24257 members 
Mstep: Class 20 contains 20687 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10443 members 
Mstep: Class 31 contains 162784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300584.000000 Penalty: 97184.296875
Iteration 77Q: 31 clusters Score -7.030058e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 100383 members 
Mstep: Class 5 contains 2306 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 11858 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39181 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45533 members 
Mstep: Class 19 contains 24324 members 
Mstep: Class 20 contains 20575 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 163184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300288.000000 Penalty: 97184.296875
Iteration 78Q: 31 clusters Score -7.030029e+07 nChanged 724
Entering ConstructFrom: 
Score: -70300288.000000 Penalty: 97184.296875
Entering ConstructFrom: 
Trying to split cluster 1 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1477601.000000 Penalty: 2277.529297
	Iteration 0F: 2 clusters Score -1477601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1470196.375000 Penalty: 4555.058594
	Iteration 0F: 3 clusters Score -1470196 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1472510.750000 Penalty: 4555.058594
	Iteration 1F: 3 clusters Score -1472511 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1473014.000000 Penalty: 4555.058594
	Iteration 2F: 3 clusters Score -1473014 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1473549.125000 Penalty: 4555.058594
	Iteration 3F: 3 clusters Score -1473549 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1474120.250000 Penalty: 4555.058594
	Iteration 4F: 3 clusters Score -1474120 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1474670.500000 Penalty: 4555.058594
	Iteration 5F: 3 clusters Score -1474670 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1475166.875000 Penalty: 4555.058594
	Iteration 6F: 3 clusters Score -1475167 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1475547.125000 Penalty: 4555.058594
	Iteration 7F: 3 clusters Score -1475547 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1475812.375000 Penalty: 4555.058594
	Iteration 8Q: 3 clusters Score -1475812 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1475960.250000 Penalty: 4555.058594
	Iteration 9Q: 3 clusters Score -1475960 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1476054.125000 Penalty: 4555.058594
	Iteration 10Q: 3 clusters Score -1476054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1476103.625000 Penalty: 4555.058594
	Iteration 11Q: 3 clusters Score -1476104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1476133.625000 Penalty: 4555.058594
	Iteration 12Q: 3 clusters Score -1476134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1476153.875000 Penalty: 4555.058594
	Iteration 13Q: 3 clusters Score -1476154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1476169.875000 Penalty: 4555.058594
	Iteration 14Q: 3 clusters Score -1476170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1476181.500000 Penalty: 4555.058594
	Iteration 15Q: 3 clusters Score -1476182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1476195.000000 Penalty: 4555.058594
	Iteration 16Q: 3 clusters Score -1476195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1476202.750000 Penalty: 4555.058594
	Iteration 17Q: 3 clusters Score -1476203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1476207.375000 Penalty: 4555.058594
	Iteration 18Q: 3 clusters Score -1476207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1476214.000000 Penalty: 4555.058594
	Iteration 19Q: 3 clusters Score -1476214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1476220.500000 Penalty: 4555.058594
	Iteration 20F: 3 clusters Score -1476220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1476227.375000 Penalty: 4555.058594
	Iteration 21Q: 3 clusters Score -1476227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1476236.500000 Penalty: 4555.058594
	Iteration 22Q: 3 clusters Score -1476236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1476242.750000 Penalty: 4555.058594
	Iteration 23Q: 3 clusters Score -1476243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1476243.500000 Penalty: 4555.058594
	Iteration 24Q: 3 clusters Score -1476244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1476248.500000 Penalty: 4555.058594
	Iteration 25Q: 3 clusters Score -1476248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1476251.750000 Penalty: 4555.058594
	Iteration 26Q: 3 clusters Score -1476252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1476258.625000 Penalty: 4555.058594
	Iteration 27Q: 3 clusters Score -1476259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1476261.875000 Penalty: 4555.058594
	Iteration 28Q: 3 clusters Score -1476262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1476267.500000 Penalty: 4555.058594
	Iteration 29Q: 3 clusters Score -1476268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1476268.625000 Penalty: 4555.058594
	Iteration 30Q: 3 clusters Score -1476269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1476276.125000 Penalty: 4555.058594
	Iteration 31Q: 3 clusters Score -1476276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1476281.500000 Penalty: 4555.058594
	Iteration 32Q: 3 clusters Score -1476282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1476283.125000 Penalty: 4555.058594
	Iteration 33Q: 3 clusters Score -1476283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1476288.125000 Penalty: 4555.058594
	Iteration 34Q: 3 clusters Score -1476288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1476290.250000 Penalty: 4555.058594
	Iteration 35Q: 3 clusters Score -1476290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1476295.625000 Penalty: 4555.058594
	Iteration 36Q: 3 clusters Score -1476296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1476295.625000 Penalty: 4555.058594
	Iteration 37Q: 3 clusters Score -1476296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1476300.000000 Penalty: 4555.058594
	Iteration 38Q: 3 clusters Score -1476300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1476306.625000 Penalty: 4555.058594
	Iteration 39Q: 3 clusters Score -1476307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1476310.250000 Penalty: 4555.058594
	Iteration 40F: 3 clusters Score -1476310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1476316.250000 Penalty: 4555.058594
	Iteration 41Q: 3 clusters Score -1476316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1476327.875000 Penalty: 4555.058594
	Iteration 42Q: 3 clusters Score -1476328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1476340.000000 Penalty: 4555.058594
	Iteration 43Q: 3 clusters Score -1476340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1476343.625000 Penalty: 4555.058594
	Iteration 44Q: 3 clusters Score -1476344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1476354.125000 Penalty: 4555.058594
	Iteration 45Q: 3 clusters Score -1476354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1476360.250000 Penalty: 4555.058594
	Iteration 46Q: 3 clusters Score -1476360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1476362.250000 Penalty: 4555.058594
	Iteration 47Q: 3 clusters Score -1476362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1476364.625000 Penalty: 4555.058594
	Iteration 48Q: 3 clusters Score -1476365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1476374.500000 Penalty: 4555.058594
	Iteration 49Q: 3 clusters Score -1476374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1476378.750000 Penalty: 4555.058594
	Iteration 50Q: 3 clusters Score -1476379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1476381.750000 Penalty: 4555.058594
	Iteration 51Q: 3 clusters Score -1476382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1476384.750000 Penalty: 4555.058594
	Iteration 52Q: 3 clusters Score -1476385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1476384.750000 Penalty: 4555.058594
	Iteration 53Q: 3 clusters Score -1476385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1476384.250000 Penalty: 4555.058594
	Iteration 54Q: 3 clusters Score -1476384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1476381.875000 Penalty: 4555.058594
	Iteration 55Q: 3 clusters Score -1476382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1476384.125000 Penalty: 4555.058594
	Iteration 56Q: 3 clusters Score -1476384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1476385.500000 Penalty: 4555.058594
	Iteration 57Q: 3 clusters Score -1476386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1476387.250000 Penalty: 4555.058594
	Iteration 58Q: 3 clusters Score -1476387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1476386.250000 Penalty: 4555.058594
	Iteration 59Q: 3 clusters Score -1476386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1476386.250000 Penalty: 4555.058594
	Iteration 60F: 3 clusters Score -1476386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Entering Unmasked Estep 
Score: -1677995.750000 Penalty: 2321.229004
	Iteration 0F: 2 clusters Score -1677996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1669344.625000 Penalty: 4642.458008
	Iteration 0F: 3 clusters Score -1669345 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1672160.250000 Penalty: 4642.458008
	Iteration 1F: 3 clusters Score -1672160 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1672730.500000 Penalty: 4642.458008
	Iteration 2F: 3 clusters Score -1672730 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1673352.250000 Penalty: 4642.458008
	Iteration 3F: 3 clusters Score -1673352 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1674047.625000 Penalty: 4642.458008
	Iteration 4F: 3 clusters Score -1674048 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1674746.750000 Penalty: 4642.458008
	Iteration 5F: 3 clusters Score -1674747 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1675297.000000 Penalty: 4642.458008
	Iteration 6F: 3 clusters Score -1675297 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1675714.250000 Penalty: 4642.458008
	Iteration 7Q: 3 clusters Score -1675714 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1676076.750000 Penalty: 4642.458008
	Iteration 8Q: 3 clusters Score -1676077 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1676336.000000 Penalty: 4642.458008
	Iteration 9Q: 3 clusters Score -1676336 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1676482.375000 Penalty: 4642.458008
	Iteration 10Q: 3 clusters Score -1676482 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1676602.000000 Penalty: 4642.458008
	Iteration 11Q: 3 clusters Score -1676602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1676685.250000 Penalty: 4642.458008
	Iteration 12Q: 3 clusters Score -1676685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1676767.125000 Penalty: 4642.458008
	Iteration 13Q: 3 clusters Score -1676767 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1676845.625000 Penalty: 4642.458008
	Iteration 14Q: 3 clusters Score -1676846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1676937.000000 Penalty: 4642.458008
	Iteration 15Q: 3 clusters Score -1676937 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1677041.625000 Penalty: 4642.458008
	Iteration 16Q: 3 clusters Score -1677042 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1677155.375000 Penalty: 4642.458008
	Iteration 17Q: 3 clusters Score -1677155 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1677258.250000 Penalty: 4642.458008
	Iteration 18Q: 3 clusters Score -1677258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1677339.000000 Penalty: 4642.458008
	Iteration 19Q: 3 clusters Score -1677339 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1677416.625000 Penalty: 4642.458008
	Iteration 20F: 3 clusters Score -1677417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1677489.750000 Penalty: 4642.458008
	Iteration 21Q: 3 clusters Score -1677490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1677547.625000 Penalty: 4642.458008
	Iteration 22Q: 3 clusters Score -1677548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1677616.000000 Penalty: 4642.458008
	Iteration 23Q: 3 clusters Score -1677616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1677666.500000 Penalty: 4642.458008
	Iteration 24Q: 3 clusters Score -1677666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1677710.000000 Penalty: 4642.458008
	Iteration 25Q: 3 clusters Score -1677710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1677750.125000 Penalty: 4642.458008
	Iteration 26Q: 3 clusters Score -1677750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1677786.875000 Penalty: 4642.458008
	Iteration 27Q: 3 clusters Score -1677787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1677807.750000 Penalty: 4642.458008
	Iteration 28Q: 3 clusters Score -1677808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1677828.750000 Penalty: 4642.458008
	Iteration 29Q: 3 clusters Score -1677829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1677850.500000 Penalty: 4642.458008
	Iteration 30Q: 3 clusters Score -1677850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1677859.500000 Penalty: 4642.458008
	Iteration 31Q: 3 clusters Score -1677860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1677879.000000 Penalty: 4642.458008
	Iteration 32Q: 3 clusters Score -1677879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1677893.750000 Penalty: 4642.458008
	Iteration 33Q: 3 clusters Score -1677894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1677900.125000 Penalty: 4642.458008
	Iteration 34Q: 3 clusters Score -1677900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1677905.000000 Penalty: 4642.458008
	Iteration 35Q: 3 clusters Score -1677905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1677913.375000 Penalty: 4642.458008
	Iteration 36Q: 3 clusters Score -1677913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1677912.500000 Penalty: 4642.458008
	Iteration 37Q: 3 clusters Score -1677912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1677913.500000 Penalty: 4642.458008
	Iteration 38Q: 3 clusters Score -1677914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1677916.375000 Penalty: 4642.458008
	Iteration 39Q: 3 clusters Score -1677916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1677920.875000 Penalty: 4642.458008
	Iteration 40F: 3 clusters Score -1677921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1677919.250000 Penalty: 4642.458008
	Iteration 41Q: 3 clusters Score -1677919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1677924.875000 Penalty: 4642.458008
	Iteration 42Q: 3 clusters Score -1677925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1677928.625000 Penalty: 4642.458008
	Iteration 43Q: 3 clusters Score -1677929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1677933.750000 Penalty: 4642.458008
	Iteration 44Q: 3 clusters Score -1677934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1677934.125000 Penalty: 4642.458008
	Iteration 45Q: 3 clusters Score -1677934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1677933.375000 Penalty: 4642.458008
	Iteration 46Q: 3 clusters Score -1677933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1677935.125000 Penalty: 4642.458008
	Iteration 47Q: 3 clusters Score -1677935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1677935.000000 Penalty: 4642.458008
	Iteration 48Q: 3 clusters Score -1677935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1677935.000000 Penalty: 4642.458008
	Iteration 49F: 3 clusters Score -1677935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -124985.421875 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -124985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123207.226562 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -123207.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -123601.179688 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -123601.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123823.859375 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -123823.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123987.945312 Penalty: 3374.538574
	Iteration 3F: 3 clusters Score -123987.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124120.421875 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -124120.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124258.453125 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -124258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124456.507812 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -124456.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124536.289062 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -124536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124617.203125 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -124617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124655.125000 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -124655.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124689.882812 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -124689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -124716.726562 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -124716.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124748.484375 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -124748.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124788.523438 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -124788.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124829.734375 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -124829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124860.710938 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -124860.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -124881.648438 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -124881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124900.132812 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -124900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124910.484375 Penalty: 3374.538574
	Iteration 18Q: 3 clusters Score -124910.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124920.625000 Penalty: 3374.538574
	Iteration 19Q: 3 clusters Score -124920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124924.734375 Penalty: 3374.538574
	Iteration 20F: 3 clusters Score -124924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124930.625000 Penalty: 3374.538574
	Iteration 21Q: 3 clusters Score -124930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124931.921875 Penalty: 3374.538574
	Iteration 22Q: 3 clusters Score -124931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124935.656250 Penalty: 3374.538574
	Iteration 23Q: 3 clusters Score -124935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124937.953125 Penalty: 3374.538574
	Iteration 24Q: 3 clusters Score -124938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124938.640625 Penalty: 3374.538574
	Iteration 25Q: 3 clusters Score -124938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124938.640625 Penalty: 3374.538574
	Iteration 26F: 3 clusters Score -124938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (100028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Entering Unmasked Estep 
Score: -15363063.000000 Penalty: 2855.274902
	Iteration 0F: 2 clusters Score -1.536306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -15296891.000000 Penalty: 5710.549805
	Iteration 0F: 3 clusters Score -1.529689e+07 nChanged 47101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -15324603.000000 Penalty: 5710.549805
	Iteration 1F: 3 clusters Score -1.53246e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -15326919.000000 Penalty: 5710.549805
	Iteration 2Q: 3 clusters Score -1.532692e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -15330118.000000 Penalty: 5710.549805
	Iteration 3F: 3 clusters Score -1.533012e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -15334427.000000 Penalty: 5710.549805
	Iteration 4F: 3 clusters Score -1.533443e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -15339721.000000 Penalty: 5710.549805
	Iteration 5F: 3 clusters Score -1.533972e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -15345032.000000 Penalty: 5710.549805
	Iteration 6F: 3 clusters Score -1.534503e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -15349519.000000 Penalty: 5710.549805
	Iteration 7F: 3 clusters Score -1.534952e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -15352585.000000 Penalty: 5710.549805
	Iteration 8F: 3 clusters Score -1.535258e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -15354383.000000 Penalty: 5710.549805
	Iteration 9Q: 3 clusters Score -1.535438e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -15355692.000000 Penalty: 5710.549805
	Iteration 10Q: 3 clusters Score -1.535569e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -15356798.000000 Penalty: 5710.549805
	Iteration 11Q: 3 clusters Score -1.53568e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -15358055.000000 Penalty: 5710.549805
	Iteration 12Q: 3 clusters Score -1.535806e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -15359532.000000 Penalty: 5710.549805
	Iteration 13Q: 3 clusters Score -1.535953e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -15360729.000000 Penalty: 5710.549805
	Iteration 14Q: 3 clusters Score -1.536073e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -15361575.000000 Penalty: 5710.549805
	Iteration 15Q: 3 clusters Score -1.536158e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -15362170.000000 Penalty: 5710.549805
	Iteration 16Q: 3 clusters Score -1.536217e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -15362610.000000 Penalty: 5710.549805
	Iteration 17Q: 3 clusters Score -1.536261e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -15362940.000000 Penalty: 5710.549805
	Iteration 18Q: 3 clusters Score -1.536294e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -15363322.000000 Penalty: 5710.549805
	Iteration 19Q: 3 clusters Score -1.536332e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -15363846.000000 Penalty: 5710.549805
	Iteration 20F: 3 clusters Score -1.536385e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -15364578.000000 Penalty: 5710.549805
	Iteration 21Q: 3 clusters Score -1.536458e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -15365717.000000 Penalty: 5710.549805
	Iteration 22Q: 3 clusters Score -1.536572e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -15366865.000000 Penalty: 5710.549805
	Iteration 23Q: 3 clusters Score -1.536686e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -15367574.000000 Penalty: 5710.549805
	Iteration 24Q: 3 clusters Score -1.536757e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -15367918.000000 Penalty: 5710.549805
	Iteration 25Q: 3 clusters Score -1.536792e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -15368039.000000 Penalty: 5710.549805
	Iteration 26Q: 3 clusters Score -1.536804e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -15368121.000000 Penalty: 5710.549805
	Iteration 27Q: 3 clusters Score -1.536812e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -15368180.000000 Penalty: 5710.549805
	Iteration 28Q: 3 clusters Score -1.536818e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -15368200.000000 Penalty: 5710.549805
	Iteration 29Q: 3 clusters Score -1.53682e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -15368235.000000 Penalty: 5710.549805
	Iteration 30Q: 3 clusters Score -1.536824e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -15368245.000000 Penalty: 5710.549805
	Iteration 31Q: 3 clusters Score -1.536824e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -15368228.000000 Penalty: 5710.549805
	Iteration 32Q: 3 clusters Score -1.536823e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -15368218.000000 Penalty: 5710.549805
	Iteration 33Q: 3 clusters Score -1.536822e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -15368244.000000 Penalty: 5710.549805
	Iteration 34Q: 3 clusters Score -1.536824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -15368247.000000 Penalty: 5710.549805
	Iteration 35Q: 3 clusters Score -1.536825e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -15368237.000000 Penalty: 5710.549805
	Iteration 36Q: 3 clusters Score -1.536824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -15368236.000000 Penalty: 5710.549805
	Iteration 37Q: 3 clusters Score -1.536824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -15368244.000000 Penalty: 5710.549805
	Iteration 38Q: 3 clusters Score -1.536824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -15368223.000000 Penalty: 5710.549805
	Iteration 39Q: 3 clusters Score -1.536822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -15368242.000000 Penalty: 5710.549805
	Iteration 40F: 3 clusters Score -1.536824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -15368246.000000 Penalty: 5710.549805
	Iteration 41Q: 3 clusters Score -1.536825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -15368257.000000 Penalty: 5710.549805
	Iteration 42Q: 3 clusters Score -1.536826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -15368256.000000 Penalty: 5710.549805
	Iteration 43Q: 3 clusters Score -1.536826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -15368250.000000 Penalty: 5710.549805
	Iteration 44Q: 3 clusters Score -1.536825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -15368244.000000 Penalty: 5710.549805
	Iteration 45Q: 3 clusters Score -1.536824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -15368247.000000 Penalty: 5710.549805
	Iteration 46Q: 3 clusters Score -1.536825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -15368250.000000 Penalty: 5710.549805
	Iteration 47Q: 3 clusters Score -1.536825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -15368251.000000 Penalty: 5710.549805
	Iteration 48Q: 3 clusters Score -1.536825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -15368264.000000 Penalty: 5710.549805
	Iteration 49Q: 3 clusters Score -1.536826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -15368257.000000 Penalty: 5710.549805
	Iteration 50Q: 3 clusters Score -1.536826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -15368259.000000 Penalty: 5710.549805
	Iteration 51Q: 3 clusters Score -1.536826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -15368250.000000 Penalty: 5710.549805
	Iteration 52Q: 3 clusters Score -1.536825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -15368244.000000 Penalty: 5710.549805
	Iteration 53Q: 3 clusters Score -1.536824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -15368254.000000 Penalty: 5710.549805
	Iteration 54Q: 3 clusters Score -1.536825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -15368253.000000 Penalty: 5710.549805
	Iteration 55Q: 3 clusters Score -1.536825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -15368256.000000 Penalty: 5710.549805
	Iteration 56Q: 3 clusters Score -1.536826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -15368260.000000 Penalty: 5710.549805
	Iteration 57Q: 3 clusters Score -1.536826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -15368260.000000 Penalty: 5710.549805
	Iteration 58F: 3 clusters Score -1.536826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Entering Unmasked Estep 
Score: -70304736.000000 Penalty: 100423.773438
Splitting cluster 4 changes total score from -70300288.000000 to -70304736.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -344428.062500 Penalty: 1920.438477
	Iteration 0F: 2 clusters Score -344428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -341643.312500 Penalty: 3840.876953
	Iteration 0F: 3 clusters Score -341643.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342162.375000 Penalty: 3840.876953
	Iteration 1F: 3 clusters Score -342162.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342327.968750 Penalty: 3840.876953
	Iteration 2F: 3 clusters Score -342328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -342456.437500 Penalty: 3840.876953
	Iteration 3F: 3 clusters Score -342456.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -342549.625000 Penalty: 3840.876953
	Iteration 4Q: 3 clusters Score -342549.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -342624.531250 Penalty: 3840.876953
	Iteration 5Q: 3 clusters Score -342624.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -342672.000000 Penalty: 3840.876953
	Iteration 6Q: 3 clusters Score -342672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -342710.062500 Penalty: 3840.876953
	Iteration 7Q: 3 clusters Score -342710.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -342735.687500 Penalty: 3840.876953
	Iteration 8Q: 3 clusters Score -342735.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -342763.937500 Penalty: 3840.876953
	Iteration 9Q: 3 clusters Score -342763.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -342787.937500 Penalty: 3840.876953
	Iteration 10Q: 3 clusters Score -342787.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -342805.625000 Penalty: 3840.876953
	Iteration 11Q: 3 clusters Score -342805.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -342821.656250 Penalty: 3840.876953
	Iteration 12Q: 3 clusters Score -342821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -342832.968750 Penalty: 3840.876953
	Iteration 13Q: 3 clusters Score -342833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -342842.312500 Penalty: 3840.876953
	Iteration 14Q: 3 clusters Score -342842.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -342847.968750 Penalty: 3840.876953
	Iteration 15Q: 3 clusters Score -342848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -342851.312500 Penalty: 3840.876953
	Iteration 16Q: 3 clusters Score -342851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -342859.093750 Penalty: 3840.876953
	Iteration 17Q: 3 clusters Score -342859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -342872.500000 Penalty: 3840.876953
	Iteration 18Q: 3 clusters Score -342872.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -342885.281250 Penalty: 3840.876953
	Iteration 19Q: 3 clusters Score -342885.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -342897.156250 Penalty: 3840.876953
	Iteration 20F: 3 clusters Score -342897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -342905.062500 Penalty: 3840.876953
	Iteration 21Q: 3 clusters Score -342905.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -342912.718750 Penalty: 3840.876953
	Iteration 22Q: 3 clusters Score -342912.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -342924.281250 Penalty: 3840.876953
	Iteration 23Q: 3 clusters Score -342924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -342938.812500 Penalty: 3840.876953
	Iteration 24Q: 3 clusters Score -342938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -342953.375000 Penalty: 3840.876953
	Iteration 25Q: 3 clusters Score -342953.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -342967.343750 Penalty: 3840.876953
	Iteration 26Q: 3 clusters Score -342967.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -342979.250000 Penalty: 3840.876953
	Iteration 27Q: 3 clusters Score -342979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -342985.062500 Penalty: 3840.876953
	Iteration 28Q: 3 clusters Score -342985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -342989.531250 Penalty: 3840.876953
	Iteration 29Q: 3 clusters Score -342989.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -342991.218750 Penalty: 3840.876953
	Iteration 30Q: 3 clusters Score -342991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -342992.562500 Penalty: 3840.876953
	Iteration 31Q: 3 clusters Score -342992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -342993.437500 Penalty: 3840.876953
	Iteration 32Q: 3 clusters Score -342993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -342993.437500 Penalty: 3840.876953
	Iteration 33F: 3 clusters Score -342993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -200740.937500 Penalty: 1839.411011
	Iteration 0F: 2 clusters Score -200740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198717.296875 Penalty: 3678.822021
	Iteration 0F: 3 clusters Score -198717.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -201149.734375 Penalty: 3678.822021
	Iteration 1F: 3 clusters Score -201149.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -202681.921875 Penalty: 3678.822021
	Iteration 2F: 3 clusters Score -202681.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -203616.203125 Penalty: 3678.822021
	Iteration 3F: 3 clusters Score -203616.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -204239.156250 Penalty: 3678.822021
	Iteration 4F: 3 clusters Score -204239.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -204910.234375 Penalty: 3678.822021
	Iteration 5Q: 3 clusters Score -204910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -204953.500000 Penalty: 3678.822021
	Iteration 6Q: 3 clusters Score -204953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204958.765625 Penalty: 3678.822021
	Iteration 7Q: 3 clusters Score -204958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204961.359375 Penalty: 3678.822021
	Iteration 8Q: 3 clusters Score -204961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204961.359375 Penalty: 3678.822021
	Iteration 9F: 3 clusters Score -204961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Entering Unmasked Estep 
Score: -70307568.000000 Penalty: 103663.250000
Splitting cluster 6 changes total score from -70300288.000000 to -70307568.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -44269.878906 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -44269.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42985.460938 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -42985.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43161.917969 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -43161.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43229.914062 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -43229.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43309.269531 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -43309.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -43385.589844 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -43385.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43443.187500 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -43443.19 nChanged 3
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: -43462.113281 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -43462.11 nChanged 2
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: -43481.867188 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -43481.87 nChanged 5
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: -43532.515625 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -43532.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -43605.164062 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -43605.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43635.351562 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -43635.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43672.281250 Penalty: 2901.265137
	Iteration 11Q: 3 clusters Score -43672.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43674.070312 Penalty: 2901.265137
	Iteration 12F: 3 clusters Score -43674.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43690.667969 Penalty: 2901.265137
	Iteration 13Q: 3 clusters Score -43690.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43690.667969 Penalty: 2901.265137
	Iteration 14F: 3 clusters Score -43690.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -777548.812500 Penalty: 2128.347168
	Iteration 0F: 2 clusters Score -777548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -772831.750000 Penalty: 4256.694336
	Iteration 0F: 3 clusters Score -772831.8 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -774011.687500 Penalty: 4256.694336
	Iteration 1F: 3 clusters Score -774011.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -774210.375000 Penalty: 4256.694336
	Iteration 2F: 3 clusters Score -774210.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -774355.312500 Penalty: 4256.694336
	Iteration 3Q: 3 clusters Score -774355.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -774477.875000 Penalty: 4256.694336
	Iteration 4Q: 3 clusters Score -774477.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -774576.375000 Penalty: 4256.694336
	Iteration 5Q: 3 clusters Score -774576.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -774652.250000 Penalty: 4256.694336
	Iteration 6Q: 3 clusters Score -774652.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -774709.687500 Penalty: 4256.694336
	Iteration 7Q: 3 clusters Score -774709.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -774769.625000 Penalty: 4256.694336
	Iteration 8Q: 3 clusters Score -774769.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -774807.312500 Penalty: 4256.694336
	Iteration 9Q: 3 clusters Score -774807.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -774834.187500 Penalty: 4256.694336
	Iteration 10Q: 3 clusters Score -774834.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -774862.875000 Penalty: 4256.694336
	Iteration 11Q: 3 clusters Score -774862.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -774890.125000 Penalty: 4256.694336
	Iteration 12Q: 3 clusters Score -774890.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -774911.500000 Penalty: 4256.694336
	Iteration 13Q: 3 clusters Score -774911.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -774931.062500 Penalty: 4256.694336
	Iteration 14Q: 3 clusters Score -774931.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -774953.125000 Penalty: 4256.694336
	Iteration 15Q: 3 clusters Score -774953.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -774972.562500 Penalty: 4256.694336
	Iteration 16Q: 3 clusters Score -774972.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -774988.125000 Penalty: 4256.694336
	Iteration 17Q: 3 clusters Score -774988.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -775002.687500 Penalty: 4256.694336
	Iteration 18Q: 3 clusters Score -775002.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -775015.750000 Penalty: 4256.694336
	Iteration 19Q: 3 clusters Score -775015.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -775031.937500 Penalty: 4256.694336
	Iteration 20F: 3 clusters Score -775031.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -775047.187500 Penalty: 4256.694336
	Iteration 21Q: 3 clusters Score -775047.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -775061.500000 Penalty: 4256.694336
	Iteration 22Q: 3 clusters Score -775061.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -775073.187500 Penalty: 4256.694336
	Iteration 23Q: 3 clusters Score -775073.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -775082.937500 Penalty: 4256.694336
	Iteration 24Q: 3 clusters Score -775082.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -775096.437500 Penalty: 4256.694336
	Iteration 25Q: 3 clusters Score -775096.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -775106.500000 Penalty: 4256.694336
	Iteration 26Q: 3 clusters Score -775106.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -775127.625000 Penalty: 4256.694336
	Iteration 27Q: 3 clusters Score -775127.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -775147.875000 Penalty: 4256.694336
	Iteration 28Q: 3 clusters Score -775147.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -775171.062500 Penalty: 4256.694336
	Iteration 29Q: 3 clusters Score -775171.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -775199.250000 Penalty: 4256.694336
	Iteration 30Q: 3 clusters Score -775199.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -775230.937500 Penalty: 4256.694336
	Iteration 31Q: 3 clusters Score -775230.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -775264.937500 Penalty: 4256.694336
	Iteration 32Q: 3 clusters Score -775264.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -775304.687500 Penalty: 4256.694336
	Iteration 33Q: 3 clusters Score -775304.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -775348.812500 Penalty: 4256.694336
	Iteration 34Q: 3 clusters Score -775348.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -775401.375000 Penalty: 4256.694336
	Iteration 35Q: 3 clusters Score -775401.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -775455.687500 Penalty: 4256.694336
	Iteration 36Q: 3 clusters Score -775455.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -775528.000000 Penalty: 4256.694336
	Iteration 37Q: 3 clusters Score -775528 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -775602.125000 Penalty: 4256.694336
	Iteration 38Q: 3 clusters Score -775602.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -775684.625000 Penalty: 4256.694336
	Iteration 39Q: 3 clusters Score -775684.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -775766.750000 Penalty: 4256.694336
	Iteration 40F: 3 clusters Score -775766.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -775860.125000 Penalty: 4256.694336
	Iteration 41Q: 3 clusters Score -775860.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -775934.625000 Penalty: 4256.694336
	Iteration 42Q: 3 clusters Score -775934.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -775995.437500 Penalty: 4256.694336
	Iteration 43Q: 3 clusters Score -775995.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -776043.750000 Penalty: 4256.694336
	Iteration 44Q: 3 clusters Score -776043.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -776096.562500 Penalty: 4256.694336
	Iteration 45Q: 3 clusters Score -776096.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -776142.000000 Penalty: 4256.694336
	Iteration 46Q: 3 clusters Score -776142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -776173.187500 Penalty: 4256.694336
	Iteration 47Q: 3 clusters Score -776173.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -776192.437500 Penalty: 4256.694336
	Iteration 48Q: 3 clusters Score -776192.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -776206.875000 Penalty: 4256.694336
	Iteration 49Q: 3 clusters Score -776206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -776216.000000 Penalty: 4256.694336
	Iteration 50Q: 3 clusters Score -776216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -776218.500000 Penalty: 4256.694336
	Iteration 51Q: 3 clusters Score -776218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -776220.750000 Penalty: 4256.694336
	Iteration 52Q: 3 clusters Score -776220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -776222.812500 Penalty: 4256.694336
	Iteration 53Q: 3 clusters Score -776222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -776221.437500 Penalty: 4256.694336
	Iteration 54Q: 3 clusters Score -776221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -776221.250000 Penalty: 4256.694336
	Iteration 55Q: 3 clusters Score -776221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -776221.250000 Penalty: 4256.694336
	Iteration 56F: 3 clusters Score -776221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Entering Unmasked Estep 
Score: -1786288.000000 Penalty: 2326.386230
	Iteration 0F: 2 clusters Score -1786288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1777421.625000 Penalty: 4652.772461
	Iteration 0F: 3 clusters Score -1777422 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1779997.750000 Penalty: 4652.772461
	Iteration 1F: 3 clusters Score -1779998 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1780307.000000 Penalty: 4652.772461
	Iteration 2F: 3 clusters Score -1780307 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1780577.375000 Penalty: 4652.772461
	Iteration 3Q: 3 clusters Score -1780577 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1780807.875000 Penalty: 4652.772461
	Iteration 4Q: 3 clusters Score -1780808 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1781036.500000 Penalty: 4652.772461
	Iteration 5Q: 3 clusters Score -1781036 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1781238.125000 Penalty: 4652.772461
	Iteration 6Q: 3 clusters Score -1781238 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1781430.375000 Penalty: 4652.772461
	Iteration 7Q: 3 clusters Score -1781430 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1781621.125000 Penalty: 4652.772461
	Iteration 8Q: 3 clusters Score -1781621 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1781785.875000 Penalty: 4652.772461
	Iteration 9Q: 3 clusters Score -1781786 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1781943.125000 Penalty: 4652.772461
	Iteration 10Q: 3 clusters Score -1781943 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1782118.000000 Penalty: 4652.772461
	Iteration 11Q: 3 clusters Score -1782118 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1782295.250000 Penalty: 4652.772461
	Iteration 12Q: 3 clusters Score -1782295 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1782449.250000 Penalty: 4652.772461
	Iteration 13Q: 3 clusters Score -1782449 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1782616.875000 Penalty: 4652.772461
	Iteration 14Q: 3 clusters Score -1782617 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1782777.000000 Penalty: 4652.772461
	Iteration 15Q: 3 clusters Score -1782777 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1782947.125000 Penalty: 4652.772461
	Iteration 16Q: 3 clusters Score -1782947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1783101.500000 Penalty: 4652.772461
	Iteration 17Q: 3 clusters Score -1783102 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1783251.625000 Penalty: 4652.772461
	Iteration 18Q: 3 clusters Score -1783252 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1783375.750000 Penalty: 4652.772461
	Iteration 19Q: 3 clusters Score -1783376 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1783487.250000 Penalty: 4652.772461
	Iteration 20F: 3 clusters Score -1783487 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1783588.750000 Penalty: 4652.772461
	Iteration 21Q: 3 clusters Score -1783589 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1783665.625000 Penalty: 4652.772461
	Iteration 22Q: 3 clusters Score -1783666 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1783733.000000 Penalty: 4652.772461
	Iteration 23Q: 3 clusters Score -1783733 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1783780.125000 Penalty: 4652.772461
	Iteration 24Q: 3 clusters Score -1783780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1783810.500000 Penalty: 4652.772461
	Iteration 25Q: 3 clusters Score -1783810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1783844.375000 Penalty: 4652.772461
	Iteration 26Q: 3 clusters Score -1783844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1783869.500000 Penalty: 4652.772461
	Iteration 27Q: 3 clusters Score -1783870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1783894.375000 Penalty: 4652.772461
	Iteration 28Q: 3 clusters Score -1783894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1783924.875000 Penalty: 4652.772461
	Iteration 29Q: 3 clusters Score -1783925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1783952.250000 Penalty: 4652.772461
	Iteration 30Q: 3 clusters Score -1783952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1783976.375000 Penalty: 4652.772461
	Iteration 31Q: 3 clusters Score -1783976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1784004.000000 Penalty: 4652.772461
	Iteration 32Q: 3 clusters Score -1784004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1784040.375000 Penalty: 4652.772461
	Iteration 33Q: 3 clusters Score -1784040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1784066.375000 Penalty: 4652.772461
	Iteration 34Q: 3 clusters Score -1784066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1784096.625000 Penalty: 4652.772461
	Iteration 35Q: 3 clusters Score -1784097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1784118.500000 Penalty: 4652.772461
	Iteration 36Q: 3 clusters Score -1784118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1784143.000000 Penalty: 4652.772461
	Iteration 37Q: 3 clusters Score -1784143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1784159.875000 Penalty: 4652.772461
	Iteration 38Q: 3 clusters Score -1784160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1784176.250000 Penalty: 4652.772461
	Iteration 39Q: 3 clusters Score -1784176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1784193.375000 Penalty: 4652.772461
	Iteration 40F: 3 clusters Score -1784193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1784205.000000 Penalty: 4652.772461
	Iteration 41Q: 3 clusters Score -1784205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1784212.875000 Penalty: 4652.772461
	Iteration 42Q: 3 clusters Score -1784213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1784219.625000 Penalty: 4652.772461
	Iteration 43Q: 3 clusters Score -1784220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1784226.875000 Penalty: 4652.772461
	Iteration 44Q: 3 clusters Score -1784227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1784235.000000 Penalty: 4652.772461
	Iteration 45Q: 3 clusters Score -1784235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1784240.125000 Penalty: 4652.772461
	Iteration 46Q: 3 clusters Score -1784240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1784244.625000 Penalty: 4652.772461
	Iteration 47Q: 3 clusters Score -1784245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1784250.375000 Penalty: 4652.772461
	Iteration 48Q: 3 clusters Score -1784250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1784260.750000 Penalty: 4652.772461
	Iteration 49Q: 3 clusters Score -1784261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1784261.875000 Penalty: 4652.772461
	Iteration 50Q: 3 clusters Score -1784262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1784260.750000 Penalty: 4652.772461
	Iteration 51Q: 3 clusters Score -1784261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1784265.625000 Penalty: 4652.772461
	Iteration 52Q: 3 clusters Score -1784266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1784265.875000 Penalty: 4652.772461
	Iteration 53Q: 3 clusters Score -1784266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1784267.000000 Penalty: 4652.772461
	Iteration 54Q: 3 clusters Score -1784267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1784268.750000 Penalty: 4652.772461
	Iteration 55Q: 3 clusters Score -1784269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1784269.000000 Penalty: 4652.772461
	Iteration 56Q: 3 clusters Score -1784269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1784268.250000 Penalty: 4652.772461
	Iteration 57Q: 3 clusters Score -1784268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1784268.875000 Penalty: 4652.772461
	Iteration 58Q: 3 clusters Score -1784269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1784269.875000 Penalty: 4652.772461
	Iteration 59Q: 3 clusters Score -1784270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1784270.625000 Penalty: 4652.772461
	Iteration 60F: 3 clusters Score -1784271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -349494.093750 Penalty: 1922.898682
	Iteration 0F: 2 clusters Score -349494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -346687.875000 Penalty: 3845.797363
	Iteration 0F: 3 clusters Score -346687.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -347271.031250 Penalty: 3845.797363
	Iteration 1F: 3 clusters Score -347271 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -347455.781250 Penalty: 3845.797363
	Iteration 2F: 3 clusters Score -347455.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -347576.812500 Penalty: 3845.797363
	Iteration 3F: 3 clusters Score -347576.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -347662.312500 Penalty: 3845.797363
	Iteration 4Q: 3 clusters Score -347662.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -347715.437500 Penalty: 3845.797363
	Iteration 5Q: 3 clusters Score -347715.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -347751.625000 Penalty: 3845.797363
	Iteration 6Q: 3 clusters Score -347751.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -347781.875000 Penalty: 3845.797363
	Iteration 7Q: 3 clusters Score -347781.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -347804.281250 Penalty: 3845.797363
	Iteration 8Q: 3 clusters Score -347804.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347824.125000 Penalty: 3845.797363
	Iteration 9Q: 3 clusters Score -347824.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -347845.281250 Penalty: 3845.797363
	Iteration 10Q: 3 clusters Score -347845.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -347866.343750 Penalty: 3845.797363
	Iteration 11Q: 3 clusters Score -347866.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347881.125000 Penalty: 3845.797363
	Iteration 12Q: 3 clusters Score -347881.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347898.406250 Penalty: 3845.797363
	Iteration 13Q: 3 clusters Score -347898.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347928.156250 Penalty: 3845.797363
	Iteration 14Q: 3 clusters Score -347928.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347959.000000 Penalty: 3845.797363
	Iteration 15Q: 3 clusters Score -347959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -347989.843750 Penalty: 3845.797363
	Iteration 16Q: 3 clusters Score -347989.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -348018.250000 Penalty: 3845.797363
	Iteration 17Q: 3 clusters Score -348018.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -348045.687500 Penalty: 3845.797363
	Iteration 18Q: 3 clusters Score -348045.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -348064.468750 Penalty: 3845.797363
	Iteration 19Q: 3 clusters Score -348064.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -348076.312500 Penalty: 3845.797363
	Iteration 20F: 3 clusters Score -348076.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -348087.281250 Penalty: 3845.797363
	Iteration 21Q: 3 clusters Score -348087.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -348098.781250 Penalty: 3845.797363
	Iteration 22Q: 3 clusters Score -348098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -348112.250000 Penalty: 3845.797363
	Iteration 23Q: 3 clusters Score -348112.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -348124.843750 Penalty: 3845.797363
	Iteration 24Q: 3 clusters Score -348124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -348135.937500 Penalty: 3845.797363
	Iteration 25Q: 3 clusters Score -348135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -348148.031250 Penalty: 3845.797363
	Iteration 26Q: 3 clusters Score -348148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -348155.937500 Penalty: 3845.797363
	Iteration 27Q: 3 clusters Score -348155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -348163.906250 Penalty: 3845.797363
	Iteration 28Q: 3 clusters Score -348163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -348173.218750 Penalty: 3845.797363
	Iteration 29Q: 3 clusters Score -348173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -348184.593750 Penalty: 3845.797363
	Iteration 30Q: 3 clusters Score -348184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -348192.156250 Penalty: 3845.797363
	Iteration 31Q: 3 clusters Score -348192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -348195.343750 Penalty: 3845.797363
	Iteration 32Q: 3 clusters Score -348195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -348198.437500 Penalty: 3845.797363
	Iteration 33Q: 3 clusters Score -348198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -348199.437500 Penalty: 3845.797363
	Iteration 34Q: 3 clusters Score -348199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348200.593750 Penalty: 3845.797363
	Iteration 35Q: 3 clusters Score -348200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348200.593750 Penalty: 3845.797363
	Iteration 36F: 3 clusters Score -348200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -5956062.500000 Penalty: 2622.916992
	Iteration 0F: 2 clusters Score -5956062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5929533.500000 Penalty: 5245.833984
	Iteration 0F: 3 clusters Score -5929534 nChanged 17863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -5939733.500000 Penalty: 5245.833984
	Iteration 1F: 3 clusters Score -5939734 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5940795.000000 Penalty: 5245.833984
	Iteration 2F: 3 clusters Score -5940795 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5942028.500000 Penalty: 5245.833984
	Iteration 3F: 3 clusters Score -5942028 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5943413.500000 Penalty: 5245.833984
	Iteration 4F: 3 clusters Score -5943414 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -5944840.500000 Penalty: 5245.833984
	Iteration 5F: 3 clusters Score -5944840 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5946163.500000 Penalty: 5245.833984
	Iteration 6F: 3 clusters Score -5946164 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5947340.500000 Penalty: 5245.833984
	Iteration 7F: 3 clusters Score -5947340 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5948441.500000 Penalty: 5245.833984
	Iteration 8Q: 3 clusters Score -5948442 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5949446.000000 Penalty: 5245.833984
	Iteration 9Q: 3 clusters Score -5949446 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5950121.500000 Penalty: 5245.833984
	Iteration 10Q: 3 clusters Score -5950122 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5950542.500000 Penalty: 5245.833984
	Iteration 11Q: 3 clusters Score -5950542 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5950814.000000 Penalty: 5245.833984
	Iteration 12Q: 3 clusters Score -5950814 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5950987.000000 Penalty: 5245.833984
	Iteration 13Q: 3 clusters Score -5950987 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5951162.000000 Penalty: 5245.833984
	Iteration 14Q: 3 clusters Score -5951162 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5951245.000000 Penalty: 5245.833984
	Iteration 15Q: 3 clusters Score -5951245 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -5951344.000000 Penalty: 5245.833984
	Iteration 16Q: 3 clusters Score -5951344 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5951451.000000 Penalty: 5245.833984
	Iteration 17Q: 3 clusters Score -5951451 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5951554.000000 Penalty: 5245.833984
	Iteration 18Q: 3 clusters Score -5951554 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5951613.000000 Penalty: 5245.833984
	Iteration 19Q: 3 clusters Score -5951613 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5951713.000000 Penalty: 5245.833984
	Iteration 20F: 3 clusters Score -5951713 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5951791.000000 Penalty: 5245.833984
	Iteration 21Q: 3 clusters Score -5951791 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5951867.500000 Penalty: 5245.833984
	Iteration 22Q: 3 clusters Score -5951868 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -5951928.000000 Penalty: 5245.833984
	Iteration 23Q: 3 clusters Score -5951928 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5951984.500000 Penalty: 5245.833984
	Iteration 24Q: 3 clusters Score -5951984 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -5952082.000000 Penalty: 5245.833984
	Iteration 25Q: 3 clusters Score -5952082 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -5952140.500000 Penalty: 5245.833984
	Iteration 26Q: 3 clusters Score -5952140 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5952249.500000 Penalty: 5245.833984
	Iteration 27Q: 3 clusters Score -5952250 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5952307.500000 Penalty: 5245.833984
	Iteration 28Q: 3 clusters Score -5952308 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -5952395.500000 Penalty: 5245.833984
	Iteration 29Q: 3 clusters Score -5952396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -5952486.000000 Penalty: 5245.833984
	Iteration 30Q: 3 clusters Score -5952486 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5952601.500000 Penalty: 5245.833984
	Iteration 31Q: 3 clusters Score -5952602 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5952695.000000 Penalty: 5245.833984
	Iteration 32Q: 3 clusters Score -5952695 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -5952857.500000 Penalty: 5245.833984
	Iteration 33Q: 3 clusters Score -5952858 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5952986.000000 Penalty: 5245.833984
	Iteration 34Q: 3 clusters Score -5952986 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -5953118.000000 Penalty: 5245.833984
	Iteration 35Q: 3 clusters Score -5953118 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -5953180.500000 Penalty: 5245.833984
	Iteration 36Q: 3 clusters Score -5953180 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5953269.000000 Penalty: 5245.833984
	Iteration 37Q: 3 clusters Score -5953269 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -5953371.500000 Penalty: 5245.833984
	Iteration 38Q: 3 clusters Score -5953372 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5953442.000000 Penalty: 5245.833984
	Iteration 39Q: 3 clusters Score -5953442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5953500.000000 Penalty: 5245.833984
	Iteration 40F: 3 clusters Score -5953500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -5953538.500000 Penalty: 5245.833984
	Iteration 41Q: 3 clusters Score -5953538 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5953561.000000 Penalty: 5245.833984
	Iteration 42Q: 3 clusters Score -5953561 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5953616.500000 Penalty: 5245.833984
	Iteration 43Q: 3 clusters Score -5953616 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5953659.500000 Penalty: 5245.833984
	Iteration 44Q: 3 clusters Score -5953660 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5953698.000000 Penalty: 5245.833984
	Iteration 45Q: 3 clusters Score -5953698 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5953741.500000 Penalty: 5245.833984
	Iteration 46Q: 3 clusters Score -5953742 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5953755.000000 Penalty: 5245.833984
	Iteration 47Q: 3 clusters Score -5953755 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5953785.500000 Penalty: 5245.833984
	Iteration 48Q: 3 clusters Score -5953786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5953817.000000 Penalty: 5245.833984
	Iteration 49Q: 3 clusters Score -5953817 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5953853.500000 Penalty: 5245.833984
	Iteration 50Q: 3 clusters Score -5953854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5953863.500000 Penalty: 5245.833984
	Iteration 51Q: 3 clusters Score -5953864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5953862.500000 Penalty: 5245.833984
	Iteration 52Q: 3 clusters Score -5953862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5953872.000000 Penalty: 5245.833984
	Iteration 53Q: 3 clusters Score -5953872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5953872.000000 Penalty: 5245.833984
	Iteration 54Q: 3 clusters Score -5953872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5953891.500000 Penalty: 5245.833984
	Iteration 55Q: 3 clusters Score -5953892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5953909.000000 Penalty: 5245.833984
	Iteration 56Q: 3 clusters Score -5953909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5953908.500000 Penalty: 5245.833984
	Iteration 57Q: 3 clusters Score -5953908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5953926.500000 Penalty: 5245.833984
	Iteration 58Q: 3 clusters Score -5953926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5953947.500000 Penalty: 5245.833984
	Iteration 59Q: 3 clusters Score -5953948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5953941.000000 Penalty: 5245.833984
	Iteration 60F: 3 clusters Score -5953941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5953962.500000 Penalty: 5245.833984
	Iteration 61Q: 3 clusters Score -5953962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5953972.500000 Penalty: 5245.833984
	Iteration 62Q: 3 clusters Score -5953972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5953961.500000 Penalty: 5245.833984
	Iteration 63Q: 3 clusters Score -5953962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5953967.500000 Penalty: 5245.833984
	Iteration 64Q: 3 clusters Score -5953968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5953982.500000 Penalty: 5245.833984
	Iteration 65Q: 3 clusters Score -5953982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5953995.500000 Penalty: 5245.833984
	Iteration 66Q: 3 clusters Score -5953996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5954002.000000 Penalty: 5245.833984
	Iteration 67Q: 3 clusters Score -5954002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5954017.000000 Penalty: 5245.833984
	Iteration 68Q: 3 clusters Score -5954017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5954037.000000 Penalty: 5245.833984
	Iteration 69Q: 3 clusters Score -5954037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5954051.500000 Penalty: 5245.833984
	Iteration 70Q: 3 clusters Score -5954052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5954070.000000 Penalty: 5245.833984
	Iteration 71Q: 3 clusters Score -5954070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5954083.000000 Penalty: 5245.833984
	Iteration 72Q: 3 clusters Score -5954083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5954090.000000 Penalty: 5245.833984
	Iteration 73Q: 3 clusters Score -5954090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5954119.000000 Penalty: 5245.833984
	Iteration 74Q: 3 clusters Score -5954119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5954119.500000 Penalty: 5245.833984
	Iteration 75Q: 3 clusters Score -5954120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5954119.500000 Penalty: 5245.833984
	Iteration 76Q: 3 clusters Score -5954120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5954128.000000 Penalty: 5245.833984
	Iteration 77Q: 3 clusters Score -5954128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5954133.500000 Penalty: 5245.833984
	Iteration 78Q: 3 clusters Score -5954134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5954143.000000 Penalty: 5245.833984
	Iteration 79Q: 3 clusters Score -5954143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5954158.000000 Penalty: 5245.833984
	Iteration 80F: 3 clusters Score -5954158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5954153.500000 Penalty: 5245.833984
	Iteration 81Q: 3 clusters Score -5954154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5954162.000000 Penalty: 5245.833984
	Iteration 82Q: 3 clusters Score -5954162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5954173.000000 Penalty: 5245.833984
	Iteration 83Q: 3 clusters Score -5954173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5954167.000000 Penalty: 5245.833984
	Iteration 84Q: 3 clusters Score -5954167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5954163.000000 Penalty: 5245.833984
	Iteration 85Q: 3 clusters Score -5954163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5954171.500000 Penalty: 5245.833984
	Iteration 86Q: 3 clusters Score -5954172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5954183.000000 Penalty: 5245.833984
	Iteration 87Q: 3 clusters Score -5954183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5954181.000000 Penalty: 5245.833984
	Iteration 88Q: 3 clusters Score -5954181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5954180.000000 Penalty: 5245.833984
	Iteration 89Q: 3 clusters Score -5954180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5954182.500000 Penalty: 5245.833984
	Iteration 90Q: 3 clusters Score -5954182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5954181.500000 Penalty: 5245.833984
	Iteration 91Q: 3 clusters Score -5954182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5954181.500000 Penalty: 5245.833984
	Iteration 92Q: 3 clusters Score -5954182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5954179.000000 Penalty: 5245.833984
	Iteration 93Q: 3 clusters Score -5954179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5954181.000000 Penalty: 5245.833984
	Iteration 94Q: 3 clusters Score -5954181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5954175.500000 Penalty: 5245.833984
	Iteration 95Q: 3 clusters Score -5954176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5954178.500000 Penalty: 5245.833984
	Iteration 96Q: 3 clusters Score -5954178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5954175.500000 Penalty: 5245.833984
	Iteration 97Q: 3 clusters Score -5954176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5954178.000000 Penalty: 5245.833984
	Iteration 98Q: 3 clusters Score -5954178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5954178.000000 Penalty: 5245.833984
	Iteration 99F: 3 clusters Score -5954178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -339772.437500 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -339772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -336945.156250 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -336945.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -337571.437500 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -337571.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -337776.625000 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -337776.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -337930.812500 Penalty: 3845.584473
	Iteration 3F: 3 clusters Score -337930.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -338040.875000 Penalty: 3845.584473
	Iteration 4F: 3 clusters Score -338040.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -338131.875000 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -338131.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -338203.406250 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -338203.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -338252.906250 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -338252.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -338310.750000 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -338310.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -338362.375000 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -338362.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -338409.937500 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -338409.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -338448.375000 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -338448.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -338469.625000 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -338469.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -338487.375000 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -338487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -338502.281250 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -338502.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -338513.812500 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -338513.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -338526.593750 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -338526.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -338540.687500 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -338540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -338552.031250 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -338552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -338565.093750 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -338565.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -338585.687500 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -338585.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -338607.218750 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -338607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -338633.375000 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -338633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -338653.343750 Penalty: 3845.584473
	Iteration 23Q: 3 clusters Score -338653.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -338675.187500 Penalty: 3845.584473
	Iteration 24Q: 3 clusters Score -338675.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -338691.062500 Penalty: 3845.584473
	Iteration 25Q: 3 clusters Score -338691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -338702.562500 Penalty: 3845.584473
	Iteration 26Q: 3 clusters Score -338702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -338716.593750 Penalty: 3845.584473
	Iteration 27Q: 3 clusters Score -338716.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -338731.031250 Penalty: 3845.584473
	Iteration 28Q: 3 clusters Score -338731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -338747.000000 Penalty: 3845.584473
	Iteration 29Q: 3 clusters Score -338747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -338765.687500 Penalty: 3845.584473
	Iteration 30Q: 3 clusters Score -338765.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -338783.656250 Penalty: 3845.584473
	Iteration 31Q: 3 clusters Score -338783.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -338795.500000 Penalty: 3845.584473
	Iteration 32Q: 3 clusters Score -338795.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -338809.593750 Penalty: 3845.584473
	Iteration 33Q: 3 clusters Score -338809.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338827.843750 Penalty: 3845.584473
	Iteration 34Q: 3 clusters Score -338827.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -338837.031250 Penalty: 3845.584473
	Iteration 35Q: 3 clusters Score -338837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -338845.937500 Penalty: 3845.584473
	Iteration 36Q: 3 clusters Score -338845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -338853.375000 Penalty: 3845.584473
	Iteration 37Q: 3 clusters Score -338853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -338858.250000 Penalty: 3845.584473
	Iteration 38Q: 3 clusters Score -338858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -338862.031250 Penalty: 3845.584473
	Iteration 39Q: 3 clusters Score -338862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338870.531250 Penalty: 3845.584473
	Iteration 40F: 3 clusters Score -338870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -338879.968750 Penalty: 3845.584473
	Iteration 41Q: 3 clusters Score -338880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -338883.281250 Penalty: 3845.584473
	Iteration 42Q: 3 clusters Score -338883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -338883.968750 Penalty: 3845.584473
	Iteration 43Q: 3 clusters Score -338884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -338884.406250 Penalty: 3845.584473
	Iteration 44Q: 3 clusters Score -338884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -338884.906250 Penalty: 3845.584473
	Iteration 45Q: 3 clusters Score -338884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -338886.375000 Penalty: 3845.584473
	Iteration 46Q: 3 clusters Score -338886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -338886.562500 Penalty: 3845.584473
	Iteration 47Q: 3 clusters Score -338886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -338886.656250 Penalty: 3845.584473
	Iteration 48Q: 3 clusters Score -338886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -338886.656250 Penalty: 3845.584473
	Iteration 49F: 3 clusters Score -338886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -206085.500000 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -206085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -203859.921875 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -203859.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204429.281250 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -204429.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -204716.171875 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -204716.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -205113.734375 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -205113.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -205451.015625 Penalty: 3641.697266
	Iteration 4F: 3 clusters Score -205451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -205690.937500 Penalty: 3641.697266
	Iteration 5F: 3 clusters Score -205690.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -205822.140625 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -205822.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -205918.765625 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -205918.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -205988.593750 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -205988.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -206026.875000 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -206026.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -206046.140625 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -206046.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -206073.546875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -206073.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -206097.984375 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -206098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -206116.656250 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -206116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206123.062500 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -206123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206128.093750 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -206128.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -206132.515625 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -206132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -206135.906250 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -206135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -206138.093750 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -206138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -206139.656250 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -206139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -206143.500000 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -206143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -206145.421875 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -206145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -206147.171875 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -206147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -206147.781250 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -206147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -206148.890625 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -206148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -206148.890625 Penalty: 3641.697266
	Iteration 25F: 3 clusters Score -206148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 625 members 
Entering Unmasked Estep 
Score: -70306224.000000 Penalty: 106902.726562
Splitting cluster 14 changes total score from -70300288.000000 to -70306224.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -87186.273438 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -87186.27 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 348 members 
Entering Unmasked Estep 
Score: -85691.843750 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -85691.84 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86563.484375 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -86563.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -87269.726562 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -87269.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87954.398438 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -87954.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88260.625000 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -88260.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88368.015625 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -88368.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88401.164062 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -88401.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -88425.617188 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -88425.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88456.523438 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -88456.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -88464.117188 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -88464.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88465.984375 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -88465.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88465.984375 Penalty: 3237.141602
	Iteration 11F: 3 clusters Score -88465.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 226 members 
Entering Unmasked Estep 
Score: -70305872.000000 Penalty: 110142.203125
Splitting cluster 15 changes total score from -70300288.000000 to -70305872.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -345648.468750 Penalty: 1928.060059
	Iteration 0F: 2 clusters Score -345648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -342745.656250 Penalty: 3856.120117
	Iteration 0F: 3 clusters Score -342745.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -343321.375000 Penalty: 3856.120117
	Iteration 1F: 3 clusters Score -343321.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -343484.343750 Penalty: 3856.120117
	Iteration 2F: 3 clusters Score -343484.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -343627.281250 Penalty: 3856.120117
	Iteration 3F: 3 clusters Score -343627.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -343844.031250 Penalty: 3856.120117
	Iteration 4F: 3 clusters Score -343844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -344198.343750 Penalty: 3856.120117
	Iteration 5F: 3 clusters Score -344198.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -344588.375000 Penalty: 3856.120117
	Iteration 6F: 3 clusters Score -344588.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -344892.437500 Penalty: 3856.120117
	Iteration 7F: 3 clusters Score -344892.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -345073.687500 Penalty: 3856.120117
	Iteration 8F: 3 clusters Score -345073.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -345180.468750 Penalty: 3856.120117
	Iteration 9Q: 3 clusters Score -345180.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -345233.250000 Penalty: 3856.120117
	Iteration 10Q: 3 clusters Score -345233.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -345287.562500 Penalty: 3856.120117
	Iteration 11Q: 3 clusters Score -345287.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -345338.562500 Penalty: 3856.120117
	Iteration 12Q: 3 clusters Score -345338.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -345374.781250 Penalty: 3856.120117
	Iteration 13Q: 3 clusters Score -345374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -345399.718750 Penalty: 3856.120117
	Iteration 14Q: 3 clusters Score -345399.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345414.687500 Penalty: 3856.120117
	Iteration 15Q: 3 clusters Score -345414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -345419.687500 Penalty: 3856.120117
	Iteration 16Q: 3 clusters Score -345419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -345421.406250 Penalty: 3856.120117
	Iteration 17Q: 3 clusters Score -345421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -345422.312500 Penalty: 3856.120117
	Iteration 18Q: 3 clusters Score -345422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -345423.062500 Penalty: 3856.120117
	Iteration 19Q: 3 clusters Score -345423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345423.156250 Penalty: 3856.120117
	Iteration 20F: 3 clusters Score -345423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -345424.562500 Penalty: 3856.120117
	Iteration 21Q: 3 clusters Score -345424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345424.718750 Penalty: 3856.120117
	Iteration 22Q: 3 clusters Score -345424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -345425.531250 Penalty: 3856.120117
	Iteration 23Q: 3 clusters Score -345425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -345425.531250 Penalty: 3856.120117
	Iteration 24F: 3 clusters Score -345425.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -161186.078125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -161186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159103.625000 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -159103.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159486.890625 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -159486.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -159633.453125 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -159633.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159721.015625 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -159721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159762.828125 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -159762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159791.750000 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -159791.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159806.015625 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -159806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159821.609375 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -159821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159837.718750 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -159837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -159852.062500 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -159852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -159871.093750 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -159871.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159903.421875 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -159903.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159929.593750 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -159929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159973.015625 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -159973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160005.171875 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -160005.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160054.328125 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -160054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -160111.750000 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -160111.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160169.171875 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -160169.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -160225.609375 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -160225.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -160296.140625 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -160296.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -160338.984375 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -160339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -160361.890625 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -160361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160372.218750 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -160372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160381.765625 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -160381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160392.109375 Penalty: 3495.999756
	Iteration 24Q: 3 clusters Score -160392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160401.031250 Penalty: 3495.999756
	Iteration 25Q: 3 clusters Score -160401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160408.187500 Penalty: 3495.999756
	Iteration 26Q: 3 clusters Score -160408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160408.187500 Penalty: 3495.999756
	Iteration 27F: 3 clusters Score -160408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Entering Unmasked Estep 
Score: -6978967.500000 Penalty: 2660.003174
	Iteration 0F: 2 clusters Score -6978968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -6948376.500000 Penalty: 5320.006348
	Iteration 0F: 3 clusters Score -6948376 nChanged 20881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -6959996.500000 Penalty: 5320.006348
	Iteration 1F: 3 clusters Score -6959996 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6960630.500000 Penalty: 5320.006348
	Iteration 2Q: 3 clusters Score -6960630 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -6961205.000000 Penalty: 5320.006348
	Iteration 3Q: 3 clusters Score -6961205 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -6961741.500000 Penalty: 5320.006348
	Iteration 4Q: 3 clusters Score -6961742 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -6962379.500000 Penalty: 5320.006348
	Iteration 5Q: 3 clusters Score -6962380 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -6963180.500000 Penalty: 5320.006348
	Iteration 6Q: 3 clusters Score -6963180 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -6964143.000000 Penalty: 5320.006348
	Iteration 7Q: 3 clusters Score -6964143 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -6965473.500000 Penalty: 5320.006348
	Iteration 8F: 3 clusters Score -6965474 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6967219.000000 Penalty: 5320.006348
	Iteration 9F: 3 clusters Score -6967219 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -6969256.500000 Penalty: 5320.006348
	Iteration 10F: 3 clusters Score -6969256 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6971258.000000 Penalty: 5320.006348
	Iteration 11F: 3 clusters Score -6971258 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -6972959.500000 Penalty: 5320.006348
	Iteration 12Q: 3 clusters Score -6972960 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -6974206.500000 Penalty: 5320.006348
	Iteration 13Q: 3 clusters Score -6974206 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -6975053.000000 Penalty: 5320.006348
	Iteration 14Q: 3 clusters Score -6975053 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -6975620.000000 Penalty: 5320.006348
	Iteration 15Q: 3 clusters Score -6975620 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -6975978.000000 Penalty: 5320.006348
	Iteration 16Q: 3 clusters Score -6975978 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6976193.000000 Penalty: 5320.006348
	Iteration 17Q: 3 clusters Score -6976193 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -6976346.000000 Penalty: 5320.006348
	Iteration 18Q: 3 clusters Score -6976346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -6976446.000000 Penalty: 5320.006348
	Iteration 19Q: 3 clusters Score -6976446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -6976490.000000 Penalty: 5320.006348
	Iteration 20F: 3 clusters Score -6976490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6976543.500000 Penalty: 5320.006348
	Iteration 21Q: 3 clusters Score -6976544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -6976581.500000 Penalty: 5320.006348
	Iteration 22Q: 3 clusters Score -6976582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -6976609.500000 Penalty: 5320.006348
	Iteration 23Q: 3 clusters Score -6976610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -6976647.500000 Penalty: 5320.006348
	Iteration 24Q: 3 clusters Score -6976648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -6976666.000000 Penalty: 5320.006348
	Iteration 25Q: 3 clusters Score -6976666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6976687.500000 Penalty: 5320.006348
	Iteration 26Q: 3 clusters Score -6976688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -6976706.500000 Penalty: 5320.006348
	Iteration 27Q: 3 clusters Score -6976706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -6976736.000000 Penalty: 5320.006348
	Iteration 28Q: 3 clusters Score -6976736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6976748.500000 Penalty: 5320.006348
	Iteration 29Q: 3 clusters Score -6976748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6976786.000000 Penalty: 5320.006348
	Iteration 30Q: 3 clusters Score -6976786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6976795.500000 Penalty: 5320.006348
	Iteration 31Q: 3 clusters Score -6976796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6976801.000000 Penalty: 5320.006348
	Iteration 32Q: 3 clusters Score -6976801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -6976810.500000 Penalty: 5320.006348
	Iteration 33Q: 3 clusters Score -6976810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -6976815.500000 Penalty: 5320.006348
	Iteration 34Q: 3 clusters Score -6976816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6976825.000000 Penalty: 5320.006348
	Iteration 35Q: 3 clusters Score -6976825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6976820.000000 Penalty: 5320.006348
	Iteration 36Q: 3 clusters Score -6976820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -6976828.500000 Penalty: 5320.006348
	Iteration 37Q: 3 clusters Score -6976828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -6976828.500000 Penalty: 5320.006348
	Iteration 38Q: 3 clusters Score -6976828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -6976826.500000 Penalty: 5320.006348
	Iteration 39Q: 3 clusters Score -6976826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -6976826.500000 Penalty: 5320.006348
	Iteration 40F: 3 clusters Score -6976826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -6976824.500000 Penalty: 5320.006348
	Iteration 41Q: 3 clusters Score -6976824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -6976829.500000 Penalty: 5320.006348
	Iteration 42Q: 3 clusters Score -6976830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -6976832.500000 Penalty: 5320.006348
	Iteration 43Q: 3 clusters Score -6976832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -6976832.500000 Penalty: 5320.006348
	Iteration 44Q: 3 clusters Score -6976832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -6976845.000000 Penalty: 5320.006348
	Iteration 45Q: 3 clusters Score -6976845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -6976839.000000 Penalty: 5320.006348
	Iteration 46Q: 3 clusters Score -6976839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -6976840.000000 Penalty: 5320.006348
	Iteration 47Q: 3 clusters Score -6976840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -6976840.000000 Penalty: 5320.006348
	Iteration 48F: 3 clusters Score -6976840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Entering Unmasked Estep 
Score: -3654842.250000 Penalty: 2505.268066
	Iteration 0F: 2 clusters Score -3654842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3637979.250000 Penalty: 5010.536133
	Iteration 0F: 3 clusters Score -3637979 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3644347.750000 Penalty: 5010.536133
	Iteration 1F: 3 clusters Score -3644348 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3645965.000000 Penalty: 5010.536133
	Iteration 2F: 3 clusters Score -3645965 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3647825.000000 Penalty: 5010.536133
	Iteration 3F: 3 clusters Score -3647825 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3649615.500000 Penalty: 5010.536133
	Iteration 4F: 3 clusters Score -3649616 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3651058.000000 Penalty: 5010.536133
	Iteration 5F: 3 clusters Score -3651058 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3652041.000000 Penalty: 5010.536133
	Iteration 6F: 3 clusters Score -3652041 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3652677.750000 Penalty: 5010.536133
	Iteration 7Q: 3 clusters Score -3652678 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3653098.000000 Penalty: 5010.536133
	Iteration 8Q: 3 clusters Score -3653098 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3653419.750000 Penalty: 5010.536133
	Iteration 9Q: 3 clusters Score -3653420 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3653714.250000 Penalty: 5010.536133
	Iteration 10Q: 3 clusters Score -3653714 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3653937.000000 Penalty: 5010.536133
	Iteration 11Q: 3 clusters Score -3653937 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3654114.000000 Penalty: 5010.536133
	Iteration 12Q: 3 clusters Score -3654114 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3654279.750000 Penalty: 5010.536133
	Iteration 13Q: 3 clusters Score -3654280 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3654428.000000 Penalty: 5010.536133
	Iteration 14Q: 3 clusters Score -3654428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3654564.250000 Penalty: 5010.536133
	Iteration 15Q: 3 clusters Score -3654564 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3654657.000000 Penalty: 5010.536133
	Iteration 16Q: 3 clusters Score -3654657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3654742.250000 Penalty: 5010.536133
	Iteration 17Q: 3 clusters Score -3654742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3654774.500000 Penalty: 5010.536133
	Iteration 18Q: 3 clusters Score -3654774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3654780.750000 Penalty: 5010.536133
	Iteration 19Q: 3 clusters Score -3654781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3654793.500000 Penalty: 5010.536133
	Iteration 20F: 3 clusters Score -3654794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3654815.750000 Penalty: 5010.536133
	Iteration 21Q: 3 clusters Score -3654816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3654819.000000 Penalty: 5010.536133
	Iteration 22Q: 3 clusters Score -3654819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3654826.500000 Penalty: 5010.536133
	Iteration 23Q: 3 clusters Score -3654826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3654825.500000 Penalty: 5010.536133
	Iteration 24Q: 3 clusters Score -3654826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3654825.000000 Penalty: 5010.536133
	Iteration 25Q: 3 clusters Score -3654825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3654833.000000 Penalty: 5010.536133
	Iteration 26Q: 3 clusters Score -3654833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3654830.500000 Penalty: 5010.536133
	Iteration 27Q: 3 clusters Score -3654830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3654830.000000 Penalty: 5010.536133
	Iteration 28Q: 3 clusters Score -3654830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3654835.250000 Penalty: 5010.536133
	Iteration 29Q: 3 clusters Score -3654835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3654833.750000 Penalty: 5010.536133
	Iteration 30Q: 3 clusters Score -3654834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3654831.250000 Penalty: 5010.536133
	Iteration 31Q: 3 clusters Score -3654831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3654833.750000 Penalty: 5010.536133
	Iteration 32Q: 3 clusters Score -3654834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3654833.750000 Penalty: 5010.536133
	Iteration 33F: 3 clusters Score -3654834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Entering Unmasked Estep 
Score: -3172628.500000 Penalty: 2462.007080
	Iteration 0F: 2 clusters Score -3172628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3158116.500000 Penalty: 4924.014160
	Iteration 0F: 3 clusters Score -3158116 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3162918.000000 Penalty: 4924.014160
	Iteration 1F: 3 clusters Score -3162918 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3163281.500000 Penalty: 4924.014160
	Iteration 2F: 3 clusters Score -3163282 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3163595.250000 Penalty: 4924.014160
	Iteration 3Q: 3 clusters Score -3163595 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3163874.250000 Penalty: 4924.014160
	Iteration 4Q: 3 clusters Score -3163874 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3164136.000000 Penalty: 4924.014160
	Iteration 5Q: 3 clusters Score -3164136 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3164410.750000 Penalty: 4924.014160
	Iteration 6Q: 3 clusters Score -3164411 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3164689.000000 Penalty: 4924.014160
	Iteration 7Q: 3 clusters Score -3164689 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3164996.250000 Penalty: 4924.014160
	Iteration 8Q: 3 clusters Score -3164996 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3165381.250000 Penalty: 4924.014160
	Iteration 9Q: 3 clusters Score -3165381 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3165805.250000 Penalty: 4924.014160
	Iteration 10Q: 3 clusters Score -3165805 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3166211.250000 Penalty: 4924.014160
	Iteration 11Q: 3 clusters Score -3166211 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3166684.250000 Penalty: 4924.014160
	Iteration 12Q: 3 clusters Score -3166684 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3167253.750000 Penalty: 4924.014160
	Iteration 13Q: 3 clusters Score -3167254 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3167875.250000 Penalty: 4924.014160
	Iteration 14Q: 3 clusters Score -3167875 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3168478.750000 Penalty: 4924.014160
	Iteration 15Q: 3 clusters Score -3168479 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3168957.500000 Penalty: 4924.014160
	Iteration 16Q: 3 clusters Score -3168958 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3169273.750000 Penalty: 4924.014160
	Iteration 17Q: 3 clusters Score -3169274 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3169521.000000 Penalty: 4924.014160
	Iteration 18Q: 3 clusters Score -3169521 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3169697.000000 Penalty: 4924.014160
	Iteration 19Q: 3 clusters Score -3169697 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3169815.500000 Penalty: 4924.014160
	Iteration 20F: 3 clusters Score -3169816 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3169918.750000 Penalty: 4924.014160
	Iteration 21Q: 3 clusters Score -3169919 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3169983.250000 Penalty: 4924.014160
	Iteration 22Q: 3 clusters Score -3169983 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3170063.000000 Penalty: 4924.014160
	Iteration 23Q: 3 clusters Score -3170063 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3170138.750000 Penalty: 4924.014160
	Iteration 24Q: 3 clusters Score -3170139 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3170188.000000 Penalty: 4924.014160
	Iteration 25Q: 3 clusters Score -3170188 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3170230.500000 Penalty: 4924.014160
	Iteration 26Q: 3 clusters Score -3170230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3170272.000000 Penalty: 4924.014160
	Iteration 27Q: 3 clusters Score -3170272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3170302.500000 Penalty: 4924.014160
	Iteration 28Q: 3 clusters Score -3170302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3170333.750000 Penalty: 4924.014160
	Iteration 29Q: 3 clusters Score -3170334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3170354.000000 Penalty: 4924.014160
	Iteration 30Q: 3 clusters Score -3170354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3170382.500000 Penalty: 4924.014160
	Iteration 31Q: 3 clusters Score -3170382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3170388.000000 Penalty: 4924.014160
	Iteration 32Q: 3 clusters Score -3170388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3170408.250000 Penalty: 4924.014160
	Iteration 33Q: 3 clusters Score -3170408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3170433.750000 Penalty: 4924.014160
	Iteration 34Q: 3 clusters Score -3170434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3170441.000000 Penalty: 4924.014160
	Iteration 35Q: 3 clusters Score -3170441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3170455.250000 Penalty: 4924.014160
	Iteration 36Q: 3 clusters Score -3170455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3170473.000000 Penalty: 4924.014160
	Iteration 37Q: 3 clusters Score -3170473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3170474.750000 Penalty: 4924.014160
	Iteration 38Q: 3 clusters Score -3170475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3170478.500000 Penalty: 4924.014160
	Iteration 39Q: 3 clusters Score -3170478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3170480.000000 Penalty: 4924.014160
	Iteration 40F: 3 clusters Score -3170480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3170482.000000 Penalty: 4924.014160
	Iteration 41Q: 3 clusters Score -3170482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3170486.000000 Penalty: 4924.014160
	Iteration 42Q: 3 clusters Score -3170486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3170492.500000 Penalty: 4924.014160
	Iteration 43Q: 3 clusters Score -3170492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3170493.500000 Penalty: 4924.014160
	Iteration 44Q: 3 clusters Score -3170494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3170499.250000 Penalty: 4924.014160
	Iteration 45Q: 3 clusters Score -3170499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3170500.250000 Penalty: 4924.014160
	Iteration 46Q: 3 clusters Score -3170500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3170504.000000 Penalty: 4924.014160
	Iteration 47Q: 3 clusters Score -3170504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3170507.250000 Penalty: 4924.014160
	Iteration 48Q: 3 clusters Score -3170507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3170512.500000 Penalty: 4924.014160
	Iteration 49Q: 3 clusters Score -3170512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3170516.500000 Penalty: 4924.014160
	Iteration 50Q: 3 clusters Score -3170516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3170517.250000 Penalty: 4924.014160
	Iteration 51Q: 3 clusters Score -3170517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3170517.250000 Penalty: 4924.014160
	Iteration 52Q: 3 clusters Score -3170517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3170515.250000 Penalty: 4924.014160
	Iteration 53Q: 3 clusters Score -3170515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3170518.750000 Penalty: 4924.014160
	Iteration 54Q: 3 clusters Score -3170519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3170523.750000 Penalty: 4924.014160
	Iteration 55Q: 3 clusters Score -3170524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3170534.000000 Penalty: 4924.014160
	Iteration 56Q: 3 clusters Score -3170534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3170536.500000 Penalty: 4924.014160
	Iteration 57Q: 3 clusters Score -3170536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3170544.000000 Penalty: 4924.014160
	Iteration 58Q: 3 clusters Score -3170544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3170553.500000 Penalty: 4924.014160
	Iteration 59Q: 3 clusters Score -3170554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3170554.500000 Penalty: 4924.014160
	Iteration 60F: 3 clusters Score -3170554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3170558.000000 Penalty: 4924.014160
	Iteration 61Q: 3 clusters Score -3170558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3170560.500000 Penalty: 4924.014160
	Iteration 62Q: 3 clusters Score -3170560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3170566.750000 Penalty: 4924.014160
	Iteration 63Q: 3 clusters Score -3170567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3170561.000000 Penalty: 4924.014160
	Iteration 64Q: 3 clusters Score -3170561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3170559.750000 Penalty: 4924.014160
	Iteration 65Q: 3 clusters Score -3170560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3170559.500000 Penalty: 4924.014160
	Iteration 66Q: 3 clusters Score -3170560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3170561.250000 Penalty: 4924.014160
	Iteration 67Q: 3 clusters Score -3170561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3170562.750000 Penalty: 4924.014160
	Iteration 68Q: 3 clusters Score -3170563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3170562.500000 Penalty: 4924.014160
	Iteration 69Q: 3 clusters Score -3170562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3170561.000000 Penalty: 4924.014160
	Iteration 70Q: 3 clusters Score -3170561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3170560.750000 Penalty: 4924.014160
	Iteration 71Q: 3 clusters Score -3170561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3170564.000000 Penalty: 4924.014160
	Iteration 72Q: 3 clusters Score -3170564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3170564.250000 Penalty: 4924.014160
	Iteration 73Q: 3 clusters Score -3170564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3170564.750000 Penalty: 4924.014160
	Iteration 74Q: 3 clusters Score -3170565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3170564.250000 Penalty: 4924.014160
	Iteration 75Q: 3 clusters Score -3170564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3170561.500000 Penalty: 4924.014160
	Iteration 76Q: 3 clusters Score -3170562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3170561.250000 Penalty: 4924.014160
	Iteration 77Q: 3 clusters Score -3170561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3170559.250000 Penalty: 4924.014160
	Iteration 78Q: 3 clusters Score -3170559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3170562.000000 Penalty: 4924.014160
	Iteration 79Q: 3 clusters Score -3170562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3170562.000000 Penalty: 4924.014160
	Iteration 80F: 3 clusters Score -3170562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -399843.000000 Penalty: 1967.403809
	Iteration 0F: 2 clusters Score -399843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -396794.406250 Penalty: 3934.807617
	Iteration 0F: 3 clusters Score -396794.4 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -397597.312500 Penalty: 3934.807617
	Iteration 1F: 3 clusters Score -397597.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -397972.312500 Penalty: 3934.807617
	Iteration 2F: 3 clusters Score -397972.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -398480.406250 Penalty: 3934.807617
	Iteration 3F: 3 clusters Score -398480.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -399091.343750 Penalty: 3934.807617
	Iteration 4F: 3 clusters Score -399091.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -399556.000000 Penalty: 3934.807617
	Iteration 5F: 3 clusters Score -399556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -399786.000000 Penalty: 3934.807617
	Iteration 6F: 3 clusters Score -399786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -399914.562500 Penalty: 3934.807617
	Iteration 7Q: 3 clusters Score -399914.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -400005.343750 Penalty: 3934.807617
	Iteration 8Q: 3 clusters Score -400005.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -400046.437500 Penalty: 3934.807617
	Iteration 9Q: 3 clusters Score -400046.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -400062.000000 Penalty: 3934.807617
	Iteration 10Q: 3 clusters Score -400062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -400078.531250 Penalty: 3934.807617
	Iteration 11Q: 3 clusters Score -400078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -400085.968750 Penalty: 3934.807617
	Iteration 12Q: 3 clusters Score -400086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -400089.562500 Penalty: 3934.807617
	Iteration 13Q: 3 clusters Score -400089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -400092.812500 Penalty: 3934.807617
	Iteration 14Q: 3 clusters Score -400092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -400093.625000 Penalty: 3934.807617
	Iteration 15Q: 3 clusters Score -400093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -400095.250000 Penalty: 3934.807617
	Iteration 16Q: 3 clusters Score -400095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -400096.937500 Penalty: 3934.807617
	Iteration 17Q: 3 clusters Score -400096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -400097.062500 Penalty: 3934.807617
	Iteration 18Q: 3 clusters Score -400097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -400097.062500 Penalty: 3934.807617
	Iteration 19Q: 3 clusters Score -400097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -400097.062500 Penalty: 3934.807617
	Iteration 20F: 3 clusters Score -400097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 1402 members 
Entering Unmasked Estep 
Score: -70304816.000000 Penalty: 113381.679688
Splitting cluster 21 changes total score from -70300288.000000 to -70304816.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -102415.695312 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -102415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100991.898438 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -100991.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -104552.015625 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -104552 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -108077.531250 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -108077.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -110393.281250 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -110393.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110957.992188 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -110958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -111214.828125 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -111214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -111355.367188 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -111355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111457.343750 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -111457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111499.789062 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -111499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111505.710938 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -111505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111533.632812 Penalty: 3513.360352
	Iteration 10F: 3 clusters Score -111533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -111740.593750 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -111740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -111769.710938 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -111769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -111769.710938 Penalty: 3513.360352
	Iteration 13F: 3 clusters Score -111769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 1402 members 
Mstep: Class 36 contains 681 members 
Entering Unmasked Estep 
Score: -70312752.000000 Penalty: 116621.156250
Splitting cluster 22 changes total score from -70300288.000000 to -70312752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -39359.917969 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -39359.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38379.039062 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -38379.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38815.636719 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -38815.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38937.250000 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -38937.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39092.671875 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -39092.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39133.042969 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -39133.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39136.371094 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -39136.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39139.519531 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -39139.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39139.519531 Penalty: 2924.988281
	Iteration 7F: 3 clusters Score -39139.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -108712.484375 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -108712.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106876.695312 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -106876.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107236.632812 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -107236.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107541.289062 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -107541.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107820.789062 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -107820.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108032.554688 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -108032.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -108151.585938 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -108151.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108254.398438 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -108254.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108315.406250 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -108315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108347.578125 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -108347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108359.648438 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -108359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108372.757812 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -108372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -108377.093750 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -108377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108379.218750 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -108379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108379.218750 Penalty: 3378.923096
	Iteration 13F: 3 clusters Score -108379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -330009.187500 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -330009.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -327223.031250 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -327223 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -327697.031250 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -327697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -327805.875000 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -327805.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -327866.187500 Penalty: 3819.346191
	Iteration 3Q: 3 clusters Score -327866.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -327915.343750 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -327915.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -327944.968750 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -327945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -327981.031250 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -327981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -328016.718750 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -328016.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -328045.625000 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -328045.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -328063.718750 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -328063.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -328086.843750 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -328086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -328104.750000 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -328104.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -328121.937500 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -328121.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -328141.312500 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -328141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -328151.187500 Penalty: 3819.346191
	Iteration 14Q: 3 clusters Score -328151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -328161.343750 Penalty: 3819.346191
	Iteration 15Q: 3 clusters Score -328161.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -328168.875000 Penalty: 3819.346191
	Iteration 16Q: 3 clusters Score -328168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -328182.937500 Penalty: 3819.346191
	Iteration 17Q: 3 clusters Score -328182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -328190.968750 Penalty: 3819.346191
	Iteration 18Q: 3 clusters Score -328191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328200.375000 Penalty: 3819.346191
	Iteration 19Q: 3 clusters Score -328200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -328207.187500 Penalty: 3819.346191
	Iteration 20F: 3 clusters Score -328207.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -328218.906250 Penalty: 3819.346191
	Iteration 21Q: 3 clusters Score -328218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -328232.062500 Penalty: 3819.346191
	Iteration 22Q: 3 clusters Score -328232.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -328248.375000 Penalty: 3819.346191
	Iteration 23Q: 3 clusters Score -328248.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -328268.718750 Penalty: 3819.346191
	Iteration 24Q: 3 clusters Score -328268.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -328289.187500 Penalty: 3819.346191
	Iteration 25Q: 3 clusters Score -328289.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -328307.968750 Penalty: 3819.346191
	Iteration 26Q: 3 clusters Score -328308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -328327.187500 Penalty: 3819.346191
	Iteration 27Q: 3 clusters Score -328327.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -328359.062500 Penalty: 3819.346191
	Iteration 28Q: 3 clusters Score -328359.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -328380.125000 Penalty: 3819.346191
	Iteration 29Q: 3 clusters Score -328380.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -328412.906250 Penalty: 3819.346191
	Iteration 30Q: 3 clusters Score -328412.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -328443.312500 Penalty: 3819.346191
	Iteration 31Q: 3 clusters Score -328443.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -328472.906250 Penalty: 3819.346191
	Iteration 32Q: 3 clusters Score -328472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -328496.968750 Penalty: 3819.346191
	Iteration 33Q: 3 clusters Score -328497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328519.593750 Penalty: 3819.346191
	Iteration 34Q: 3 clusters Score -328519.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -328536.843750 Penalty: 3819.346191
	Iteration 35Q: 3 clusters Score -328536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -328548.843750 Penalty: 3819.346191
	Iteration 36Q: 3 clusters Score -328548.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -328570.281250 Penalty: 3819.346191
	Iteration 37Q: 3 clusters Score -328570.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -328593.000000 Penalty: 3819.346191
	Iteration 38Q: 3 clusters Score -328593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -328616.750000 Penalty: 3819.346191
	Iteration 39Q: 3 clusters Score -328616.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -328645.218750 Penalty: 3819.346191
	Iteration 40F: 3 clusters Score -328645.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -328690.281250 Penalty: 3819.346191
	Iteration 41Q: 3 clusters Score -328690.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -328749.906250 Penalty: 3819.346191
	Iteration 42Q: 3 clusters Score -328749.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -328809.687500 Penalty: 3819.346191
	Iteration 43Q: 3 clusters Score -328809.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -328849.062500 Penalty: 3819.346191
	Iteration 44Q: 3 clusters Score -328849.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328881.437500 Penalty: 3819.346191
	Iteration 45Q: 3 clusters Score -328881.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -328913.781250 Penalty: 3819.346191
	Iteration 46Q: 3 clusters Score -328913.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -328937.218750 Penalty: 3819.346191
	Iteration 47Q: 3 clusters Score -328937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -328960.281250 Penalty: 3819.346191
	Iteration 48Q: 3 clusters Score -328960.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -328975.718750 Penalty: 3819.346191
	Iteration 49Q: 3 clusters Score -328975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -328983.218750 Penalty: 3819.346191
	Iteration 50Q: 3 clusters Score -328983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -328994.906250 Penalty: 3819.346191
	Iteration 51Q: 3 clusters Score -328994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -329002.281250 Penalty: 3819.346191
	Iteration 52Q: 3 clusters Score -329002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -329008.406250 Penalty: 3819.346191
	Iteration 53Q: 3 clusters Score -329008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -329011.000000 Penalty: 3819.346191
	Iteration 54Q: 3 clusters Score -329011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -329012.937500 Penalty: 3819.346191
	Iteration 55Q: 3 clusters Score -329012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -329012.937500 Penalty: 3819.346191
	Iteration 56F: 3 clusters Score -329012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -151972.765625 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -151972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -149988.500000 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -149988.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150498.437500 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -150498.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -150787.140625 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -150787.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -151066.203125 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -151066.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -151397.140625 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -151397.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -151805.625000 Penalty: 3492.974121
	Iteration 5F: 3 clusters Score -151805.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152272.031250 Penalty: 3492.974121
	Iteration 6F: 3 clusters Score -152272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -152709.546875 Penalty: 3492.974121
	Iteration 7F: 3 clusters Score -152709.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -152944.781250 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -152944.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -153042.500000 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -153042.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153081.140625 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -153081.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153117.203125 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -153117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -153165.562500 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -153165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153199.906250 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -153199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -153223.078125 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -153223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -153234.890625 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -153234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153240.234375 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -153240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153242.125000 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -153242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -153245.718750 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -153245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153246.609375 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -153246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153246.937500 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -153246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 620 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 1402 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 524 members 
Entering Unmasked Estep 
Score: -70312544.000000 Penalty: 119860.632812
Splitting cluster 26 changes total score from -70300288.000000 to -70312544.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -172202.453125 Penalty: 1777.998779
	Iteration 0F: 2 clusters Score -172202.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -170300.093750 Penalty: 3555.997559
	Iteration 0F: 3 clusters Score -170300.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -171045.984375 Penalty: 3555.997559
	Iteration 1F: 3 clusters Score -171046 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171398.359375 Penalty: 3555.997559
	Iteration 2F: 3 clusters Score -171398.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -171637.406250 Penalty: 3555.997559
	Iteration 3F: 3 clusters Score -171637.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -171803.953125 Penalty: 3555.997559
	Iteration 4F: 3 clusters Score -171804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -171906.031250 Penalty: 3555.997559
	Iteration 5Q: 3 clusters Score -171906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -171969.968750 Penalty: 3555.997559
	Iteration 6Q: 3 clusters Score -171970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172015.109375 Penalty: 3555.997559
	Iteration 7Q: 3 clusters Score -172015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172048.765625 Penalty: 3555.997559
	Iteration 8Q: 3 clusters Score -172048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -172064.656250 Penalty: 3555.997559
	Iteration 9Q: 3 clusters Score -172064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172069.109375 Penalty: 3555.997559
	Iteration 10Q: 3 clusters Score -172069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -172070.218750 Penalty: 3555.997559
	Iteration 11Q: 3 clusters Score -172070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172070.796875 Penalty: 3555.997559
	Iteration 12Q: 3 clusters Score -172070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172071.781250 Penalty: 3555.997559
	Iteration 13F: 3 clusters Score -172071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -172074.984375 Penalty: 3555.997559
	Iteration 14Q: 3 clusters Score -172075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -172075.984375 Penalty: 3555.997559
	Iteration 15Q: 3 clusters Score -172076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -172077.437500 Penalty: 3555.997559
	Iteration 16Q: 3 clusters Score -172077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172079.984375 Penalty: 3555.997559
	Iteration 17Q: 3 clusters Score -172080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -172084.421875 Penalty: 3555.997559
	Iteration 18Q: 3 clusters Score -172084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172087.671875 Penalty: 3555.997559
	Iteration 19Q: 3 clusters Score -172087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172087.671875 Penalty: 3555.997559
	Iteration 20F: 3 clusters Score -172087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -67014.679688 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -67014.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65828.039062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -65828.04 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67080.585938 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -67080.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67911.156250 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -67911.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68477.523438 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -68477.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68787.351562 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -68787.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68941.773438 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -68941.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69020.039062 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -69020.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69033.023438 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -69033.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69033.023438 Penalty: 3165.380615
	Iteration 8F: 3 clusters Score -69033.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 620 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 1402 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 524 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
Score: -70312904.000000 Penalty: 123100.109375
Splitting cluster 28 changes total score from -70300288.000000 to -70312904.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -336551.406250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -336551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -333721.968750 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -333722 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -334375.250000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -334375.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -334673.656250 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -334673.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -334950.343750 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -334950.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335266.968750 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -335267 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -335611.968750 Penalty: 3849.614258
	Iteration 5F: 3 clusters Score -335612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -335854.031250 Penalty: 3849.614258
	Iteration 6F: 3 clusters Score -335854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -336044.000000 Penalty: 3849.614258
	Iteration 7F: 3 clusters Score -336044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -336158.843750 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -336158.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -336238.500000 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -336238.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -336284.968750 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -336285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -336316.625000 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -336316.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -336331.562500 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -336331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -336339.468750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -336339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336345.125000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -336345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336347.343750 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -336347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336347.343750 Penalty: 3849.614258
	Iteration 16F: 3 clusters Score -336347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -1614195.250000 Penalty: 2294.629395
	Iteration 0F: 2 clusters Score -1614195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1606198.750000 Penalty: 4589.258789
	Iteration 0F: 3 clusters Score -1606199 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1608454.000000 Penalty: 4589.258789
	Iteration 1F: 3 clusters Score -1608454 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1608707.750000 Penalty: 4589.258789
	Iteration 2F: 3 clusters Score -1608708 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1608892.500000 Penalty: 4589.258789
	Iteration 3Q: 3 clusters Score -1608892 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1609058.875000 Penalty: 4589.258789
	Iteration 4Q: 3 clusters Score -1609059 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1609208.250000 Penalty: 4589.258789
	Iteration 5Q: 3 clusters Score -1609208 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1609323.875000 Penalty: 4589.258789
	Iteration 6Q: 3 clusters Score -1609324 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1609455.500000 Penalty: 4589.258789
	Iteration 7Q: 3 clusters Score -1609456 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1609628.875000 Penalty: 4589.258789
	Iteration 8Q: 3 clusters Score -1609629 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1609863.500000 Penalty: 4589.258789
	Iteration 9Q: 3 clusters Score -1609864 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1610146.875000 Penalty: 4589.258789
	Iteration 10Q: 3 clusters Score -1610147 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1610490.625000 Penalty: 4589.258789
	Iteration 11Q: 3 clusters Score -1610491 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1610861.125000 Penalty: 4589.258789
	Iteration 12Q: 3 clusters Score -1610861 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1611191.625000 Penalty: 4589.258789
	Iteration 13Q: 3 clusters Score -1611192 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1611468.750000 Penalty: 4589.258789
	Iteration 14Q: 3 clusters Score -1611469 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1611671.625000 Penalty: 4589.258789
	Iteration 15Q: 3 clusters Score -1611672 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1611803.125000 Penalty: 4589.258789
	Iteration 16Q: 3 clusters Score -1611803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1611898.375000 Penalty: 4589.258789
	Iteration 17Q: 3 clusters Score -1611898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1611968.500000 Penalty: 4589.258789
	Iteration 18Q: 3 clusters Score -1611968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1612018.000000 Penalty: 4589.258789
	Iteration 19Q: 3 clusters Score -1612018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1612059.125000 Penalty: 4589.258789
	Iteration 20F: 3 clusters Score -1612059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1612097.375000 Penalty: 4589.258789
	Iteration 21Q: 3 clusters Score -1612097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1612120.500000 Penalty: 4589.258789
	Iteration 22Q: 3 clusters Score -1612120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1612137.625000 Penalty: 4589.258789
	Iteration 23Q: 3 clusters Score -1612138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1612148.750000 Penalty: 4589.258789
	Iteration 24Q: 3 clusters Score -1612149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1612153.625000 Penalty: 4589.258789
	Iteration 25Q: 3 clusters Score -1612154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1612156.250000 Penalty: 4589.258789
	Iteration 26Q: 3 clusters Score -1612156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1612164.875000 Penalty: 4589.258789
	Iteration 27Q: 3 clusters Score -1612165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1612169.375000 Penalty: 4589.258789
	Iteration 28Q: 3 clusters Score -1612169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1612177.750000 Penalty: 4589.258789
	Iteration 29Q: 3 clusters Score -1612178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1612183.625000 Penalty: 4589.258789
	Iteration 30Q: 3 clusters Score -1612184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1612190.375000 Penalty: 4589.258789
	Iteration 31Q: 3 clusters Score -1612190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1612192.375000 Penalty: 4589.258789
	Iteration 32Q: 3 clusters Score -1612192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1612194.500000 Penalty: 4589.258789
	Iteration 33Q: 3 clusters Score -1612194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1612195.625000 Penalty: 4589.258789
	Iteration 34Q: 3 clusters Score -1612196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1612195.625000 Penalty: 4589.258789
	Iteration 35F: 3 clusters Score -1612196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (163568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Entering Unmasked Estep 
Score: -24983452.000000 Penalty: 2977.236084
	Iteration 0F: 2 clusters Score -2.498345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -24876650.000000 Penalty: 5954.472168
	Iteration 0F: 3 clusters Score -2.487665e+07 nChanged 78287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -24922972.000000 Penalty: 5954.472168
	Iteration 1F: 3 clusters Score -2.492297e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -24924052.000000 Penalty: 5954.472168
	Iteration 2Q: 3 clusters Score -2.492405e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -24925114.000000 Penalty: 5954.472168
	Iteration 3Q: 3 clusters Score -2.492511e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -24926304.000000 Penalty: 5954.472168
	Iteration 4Q: 3 clusters Score -2.49263e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -24927976.000000 Penalty: 5954.472168
	Iteration 5Q: 3 clusters Score -2.492798e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -24930160.000000 Penalty: 5954.472168
	Iteration 6Q: 3 clusters Score -2.493016e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -24932748.000000 Penalty: 5954.472168
	Iteration 7Q: 3 clusters Score -2.493275e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -24936322.000000 Penalty: 5954.472168
	Iteration 8Q: 3 clusters Score -2.493632e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -24940918.000000 Penalty: 5954.472168
	Iteration 9F: 3 clusters Score -2.494092e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -24946916.000000 Penalty: 5954.472168
	Iteration 10F: 3 clusters Score -2.494692e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129723 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -24954146.000000 Penalty: 5954.472168
	Iteration 11F: 3 clusters Score -2.495415e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139346 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -24961634.000000 Penalty: 5954.472168
	Iteration 12F: 3 clusters Score -2.496163e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -24968154.000000 Penalty: 5954.472168
	Iteration 13F: 3 clusters Score -2.496815e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153729 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -24972988.000000 Penalty: 5954.472168
	Iteration 14Q: 3 clusters Score -2.497299e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157737 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -24976280.000000 Penalty: 5954.472168
	Iteration 15Q: 3 clusters Score -2.497628e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -24978322.000000 Penalty: 5954.472168
	Iteration 16Q: 3 clusters Score -2.497832e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161642 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -24979428.000000 Penalty: 5954.472168
	Iteration 17Q: 3 clusters Score -2.497943e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162385 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -24980082.000000 Penalty: 5954.472168
	Iteration 18Q: 3 clusters Score -2.498008e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -24980430.000000 Penalty: 5954.472168
	Iteration 19Q: 3 clusters Score -2.498043e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162902 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -24980570.000000 Penalty: 5954.472168
	Iteration 20F: 3 clusters Score -2.498057e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -24980654.000000 Penalty: 5954.472168
	Iteration 21Q: 3 clusters Score -2.498065e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163039 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -24980708.000000 Penalty: 5954.472168
	Iteration 22Q: 3 clusters Score -2.498071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -24980770.000000 Penalty: 5954.472168
	Iteration 23Q: 3 clusters Score -2.498077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163097 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -24980782.000000 Penalty: 5954.472168
	Iteration 24Q: 3 clusters Score -2.498078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -24980812.000000 Penalty: 5954.472168
	Iteration 25Q: 3 clusters Score -2.498081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163126 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -24980832.000000 Penalty: 5954.472168
	Iteration 26Q: 3 clusters Score -2.498083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163130 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -24980840.000000 Penalty: 5954.472168
	Iteration 27Q: 3 clusters Score -2.498084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24980852.000000 Penalty: 5954.472168
	Iteration 28Q: 3 clusters Score -2.498085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163146 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24980856.000000 Penalty: 5954.472168
	Iteration 29Q: 3 clusters Score -2.498086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -24980852.000000 Penalty: 5954.472168
	Iteration 30Q: 3 clusters Score -2.498085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -24980868.000000 Penalty: 5954.472168
	Iteration 31Q: 3 clusters Score -2.498087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24980866.000000 Penalty: 5954.472168
	Iteration 32Q: 3 clusters Score -2.498087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163156 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -24980854.000000 Penalty: 5954.472168
	Iteration 33Q: 3 clusters Score -2.498085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -24980860.000000 Penalty: 5954.472168
	Iteration 34Q: 3 clusters Score -2.498086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24980866.000000 Penalty: 5954.472168
	Iteration 35Q: 3 clusters Score -2.498087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -24980868.000000 Penalty: 5954.472168
	Iteration 36Q: 3 clusters Score -2.498087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24980872.000000 Penalty: 5954.472168
	Iteration 37Q: 3 clusters Score -2.498087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -24980870.000000 Penalty: 5954.472168
	Iteration 38Q: 3 clusters Score -2.498087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24980894.000000 Penalty: 5954.472168
	Iteration 39Q: 3 clusters Score -2.498089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -24980886.000000 Penalty: 5954.472168
	Iteration 40F: 3 clusters Score -2.498089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -24980894.000000 Penalty: 5954.472168
	Iteration 41Q: 3 clusters Score -2.498089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -24980900.000000 Penalty: 5954.472168
	Iteration 42Q: 3 clusters Score -2.49809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -24980900.000000 Penalty: 5954.472168
	Iteration 43F: 3 clusters Score -2.49809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 20485 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 620 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 163568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 2564.969238 but Gain 3239.476562
Score: -70317032.000000 Penalty: 119860.632812
Iteration 79Q: 38 clusters Score -7.031703e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 19753 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 11884 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 39240 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 77511 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 45616 members 
Mstep: Class 19 contains 24407 members 
Mstep: Class 20 contains 20652 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 2208 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 10504 members 
Mstep: Class 31 contains 165458 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 608 members 
Mstep: Class 35 contains 1371 members 
Mstep: Class 36 contains 645 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323208.000000 Penalty: 119860.632812
Iteration 80F: 38 clusters Score -7.032321e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 19763 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 11807 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 78631 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 45457 members 
Mstep: Class 19 contains 24511 members 
Mstep: Class 20 contains 20255 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 549 members 
Mstep: Class 23 contains 384 members 
Mstep: Class 24 contains 918 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 10406 members 
Mstep: Class 31 contains 165218 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 631 members 
Mstep: Class 35 contains 1486 members 
Mstep: Class 36 contains 616 members 
Mstep: Class 37 contains 582 members 
Mstep: Class 38 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70327000.000000 Penalty: 119860.632812
Iteration 81Q: 38 clusters Score -7.0327e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11467 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 19925 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 11765 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38774 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 79315 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 45345 members 
Mstep: Class 19 contains 24569 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 921 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 1199 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 10348 members 
Mstep: Class 31 contains 165015 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 600 members 
Mstep: Class 37 contains 588 members 
Mstep: Class 38 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70327872.000000 Penalty: 119860.632812
Iteration 82Q: 38 clusters Score -7.032787e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11427 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5283 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 13 contains 79903 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 45244 members 
Mstep: Class 19 contains 24611 members 
Mstep: Class 20 contains 19702 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 922 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1187 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 164707 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 668 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 593 members 
Mstep: Class 37 contains 591 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70328624.000000 Penalty: 119860.632812
Iteration 83Q: 38 clusters Score -7.032862e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20276 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 11721 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38571 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 80500 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 45160 members 
Mstep: Class 19 contains 24652 members 
Mstep: Class 20 contains 19481 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 922 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 1175 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 10292 members 
Mstep: Class 31 contains 164303 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 35 contains 1569 members 
Mstep: Class 36 contains 589 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70328896.000000 Penalty: 119860.632812
Iteration 84Q: 38 clusters Score -7.03289e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20429 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 38492 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 81042 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 45087 members 
Mstep: Class 19 contains 24684 members 
Mstep: Class 20 contains 19298 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 527 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 10267 members 
Mstep: Class 31 contains 163953 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 687 members 
Mstep: Class 35 contains 1590 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329048.000000 Penalty: 119860.632812
Iteration 85Q: 38 clusters Score -7.032905e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20535 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 11674 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38407 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 81658 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 533 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 45048 members 
Mstep: Class 19 contains 24709 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1178 members 
Mstep: Class 27 contains 1141 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 163545 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 35 contains 1607 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329208.000000 Penalty: 119860.632812
Iteration 86Q: 38 clusters Score -7.032921e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20607 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 11672 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 38323 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 82243 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 533 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 45007 members 
Mstep: Class 19 contains 24733 members 
Mstep: Class 20 contains 18980 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 360 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1195 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 10204 members 
Mstep: Class 31 contains 163156 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329528.000000 Penalty: 119860.632812
Iteration 87Q: 38 clusters Score -7.032953e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20669 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 11663 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 38264 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 82820 members 
Mstep: Class 14 contains 1588 members 
Mstep: Class 15 contains 533 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 44987 members 
Mstep: Class 19 contains 24736 members 
Mstep: Class 20 contains 18832 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 359 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 10164 members 
Mstep: Class 31 contains 162783 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329800.000000 Penalty: 119860.632812
Iteration 88Q: 38 clusters Score -7.03298e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20719 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 11659 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38220 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 83406 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 533 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 44980 members 
Mstep: Class 19 contains 24742 members 
Mstep: Class 20 contains 18688 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1212 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 10129 members 
Mstep: Class 31 contains 162372 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 712 members 
Mstep: Class 35 contains 1635 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329848.000000 Penalty: 119860.632812
Iteration 89Q: 38 clusters Score -7.032985e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20775 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 11657 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 38172 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 83968 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 44963 members 
Mstep: Class 19 contains 24737 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 357 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1212 members 
Mstep: Class 27 contains 1126 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 10098 members 
Mstep: Class 31 contains 162007 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 714 members 
Mstep: Class 35 contains 1634 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329776.000000 Penalty: 119860.632812
Iteration 90Q: 38 clusters Score -7.032978e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20797 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 11647 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 38119 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 84525 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 44953 members 
Mstep: Class 19 contains 24727 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 357 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1215 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 10069 members 
Mstep: Class 31 contains 161670 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 716 members 
Mstep: Class 35 contains 1637 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329984.000000 Penalty: 119860.632812
Iteration 91Q: 38 clusters Score -7.032998e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 20815 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 11639 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 38071 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 85084 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 44932 members 
Mstep: Class 19 contains 24707 members 
Mstep: Class 20 contains 18315 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 356 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 161335 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 718 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330280.000000 Penalty: 119860.632812
Iteration 92Q: 38 clusters Score -7.033028e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 20831 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 11637 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 38048 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 85618 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 44917 members 
Mstep: Class 19 contains 24703 members 
Mstep: Class 20 contains 18206 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 356 members 
Mstep: Class 24 contains 926 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1226 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 10016 members 
Mstep: Class 31 contains 160974 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330344.000000 Penalty: 119860.632812
Iteration 93Q: 38 clusters Score -7.033034e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20843 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 11630 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 38026 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 86156 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 19 contains 24693 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 356 members 
Mstep: Class 24 contains 927 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1227 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9991 members 
Mstep: Class 31 contains 160613 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 728 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330304.000000 Penalty: 119860.632812
Iteration 94Q: 38 clusters Score -7.03303e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20850 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 11622 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 38005 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 86693 members 
Mstep: Class 14 contains 1630 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 19 contains 24682 members 
Mstep: Class 20 contains 18018 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 355 members 
Mstep: Class 24 contains 927 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 1120 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9968 members 
Mstep: Class 31 contains 160229 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330488.000000 Penalty: 119860.632812
Iteration 95Q: 38 clusters Score -7.033049e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20863 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 11628 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37971 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 87221 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 44876 members 
Mstep: Class 19 contains 24675 members 
Mstep: Class 20 contains 17946 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 927 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 1116 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9943 members 
Mstep: Class 31 contains 159817 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330648.000000 Penalty: 119860.632812
Iteration 96Q: 38 clusters Score -7.033065e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20872 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 11629 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37934 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 87694 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 44860 members 
Mstep: Class 19 contains 24654 members 
Mstep: Class 20 contains 17881 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 929 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9929 members 
Mstep: Class 31 contains 159478 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 738 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330800.000000 Penalty: 119860.632812
Iteration 97Q: 38 clusters Score -7.03308e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20887 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 11626 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37911 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 88141 members 
Mstep: Class 14 contains 1669 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 44851 members 
Mstep: Class 19 contains 24628 members 
Mstep: Class 20 contains 17815 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 930 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9910 members 
Mstep: Class 31 contains 159160 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 742 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330880.000000 Penalty: 119860.632812
Iteration 98Q: 38 clusters Score -7.033088e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20900 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 11624 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37900 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 88570 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 44845 members 
Mstep: Class 19 contains 24600 members 
Mstep: Class 20 contains 17754 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9894 members 
Mstep: Class 31 contains 158846 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 742 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330768.000000 Penalty: 119860.632812
Iteration 99Q: 38 clusters Score -7.033077e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20917 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 11615 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37886 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 88959 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44828 members 
Mstep: Class 19 contains 24581 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 158555 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 743 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331360.000000 Penalty: 119860.632812
Iteration 100F: 38 clusters Score -7.033136e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20928 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37863 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 89332 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1126 members 
Mstep: Class 18 contains 44812 members 
Mstep: Class 19 contains 24560 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 9876 members 
Mstep: Class 31 contains 158289 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 747 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 550 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332528.000000 Penalty: 119860.632812
Iteration 101Q: 38 clusters Score -7.033253e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20942 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37844 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 89680 members 
Mstep: Class 14 contains 1714 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44800 members 
Mstep: Class 19 contains 24547 members 
Mstep: Class 20 contains 17598 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 355 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 430 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 9870 members 
Mstep: Class 31 contains 158040 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 749 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 543 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333088.000000 Penalty: 119860.632812
Iteration 102Q: 38 clusters Score -7.033309e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11316 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 20947 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11608 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37823 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 90055 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44785 members 
Mstep: Class 19 contains 24529 members 
Mstep: Class 20 contains 17543 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 520 members 
Mstep: Class 23 contains 353 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 433 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9858 members 
Mstep: Class 31 contains 157778 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 750 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 533 members 
Mstep: Class 37 contains 634 members 
Mstep: Class 38 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333912.000000 Penalty: 119860.632812
Iteration 103Q: 38 clusters Score -7.033391e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20948 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 11613 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37805 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 90414 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44765 members 
Mstep: Class 19 contains 24513 members 
Mstep: Class 20 contains 17493 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 349 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1253 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 436 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9845 members 
Mstep: Class 31 contains 157518 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 525 members 
Mstep: Class 37 contains 635 members 
Mstep: Class 38 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335024.000000 Penalty: 119860.632812
Iteration 104Q: 38 clusters Score -7.033502e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20951 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 11616 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37802 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 90728 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44751 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 17443 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 439 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9832 members 
Mstep: Class 31 contains 157293 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1620 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335864.000000 Penalty: 119860.632812
Iteration 105Q: 38 clusters Score -7.033586e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20951 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 11616 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37794 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 91023 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44739 members 
Mstep: Class 19 contains 24482 members 
Mstep: Class 20 contains 17392 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 346 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 434 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9825 members 
Mstep: Class 31 contains 157084 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 527 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336320.000000 Penalty: 119860.632812
Iteration 106Q: 38 clusters Score -7.033632e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20956 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11614 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37786 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 91308 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44734 members 
Mstep: Class 19 contains 24466 members 
Mstep: Class 20 contains 17335 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 348 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1264 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9820 members 
Mstep: Class 31 contains 156874 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 530 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336496.000000 Penalty: 119860.632812
Iteration 107Q: 38 clusters Score -7.03365e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20959 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 11616 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37771 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 91608 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44724 members 
Mstep: Class 19 contains 24454 members 
Mstep: Class 20 contains 17284 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9815 members 
Mstep: Class 31 contains 156650 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 532 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336648.000000 Penalty: 119860.632812
Iteration 108Q: 38 clusters Score -7.033665e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20963 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 11614 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37755 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 91940 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44716 members 
Mstep: Class 19 contains 24436 members 
Mstep: Class 20 contains 17219 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9808 members 
Mstep: Class 31 contains 156430 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 535 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336696.000000 Penalty: 119860.632812
Iteration 109Q: 38 clusters Score -7.03367e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20966 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37746 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 92244 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44719 members 
Mstep: Class 19 contains 24417 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9800 members 
Mstep: Class 31 contains 156234 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 540 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336840.000000 Penalty: 119860.632812
Iteration 110Q: 38 clusters Score -7.033684e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20964 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37737 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 92538 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44725 members 
Mstep: Class 19 contains 24400 members 
Mstep: Class 20 contains 17068 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9792 members 
Mstep: Class 31 contains 156055 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 546 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336880.000000 Penalty: 119860.632812
Iteration 111Q: 38 clusters Score -7.033688e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20963 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37734 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 92792 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 17006 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9782 members 
Mstep: Class 31 contains 155901 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 549 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337056.000000 Penalty: 119860.632812
Iteration 112Q: 38 clusters Score -7.033706e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20959 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 549 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 11612 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37727 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 93056 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 19 contains 24374 members 
Mstep: Class 20 contains 16961 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9765 members 
Mstep: Class 31 contains 155733 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 551 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337088.000000 Penalty: 119860.632812
Iteration 113Q: 38 clusters Score -7.033709e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20955 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 11608 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37718 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 93311 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44702 members 
Mstep: Class 19 contains 24364 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9755 members 
Mstep: Class 31 contains 155570 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 553 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337184.000000 Penalty: 119860.632812
Iteration 114Q: 38 clusters Score -7.033718e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20955 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 11606 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37704 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 93568 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44694 members 
Mstep: Class 19 contains 24359 members 
Mstep: Class 20 contains 16863 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9752 members 
Mstep: Class 31 contains 155392 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337088.000000 Penalty: 119860.632812
Iteration 115Q: 38 clusters Score -7.033709e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20957 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11601 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37692 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 93804 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44691 members 
Mstep: Class 19 contains 24349 members 
Mstep: Class 20 contains 16816 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9750 members 
Mstep: Class 31 contains 155230 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337072.000000 Penalty: 119860.632812
Iteration 116Q: 38 clusters Score -7.033707e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11316 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20953 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37684 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 94032 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44687 members 
Mstep: Class 19 contains 24339 members 
Mstep: Class 20 contains 16779 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9741 members 
Mstep: Class 31 contains 155074 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337224.000000 Penalty: 119860.632812
Iteration 117Q: 38 clusters Score -7.033722e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 20950 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37679 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 94249 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44684 members 
Mstep: Class 19 contains 24326 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9735 members 
Mstep: Class 31 contains 154926 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337256.000000 Penalty: 119860.632812
Iteration 118Q: 38 clusters Score -7.033726e+07 nChanged 298
Entering ConstructFrom: 
Score: -70337256.000000 Penalty: 119860.632812
Entering ConstructFrom: 
Trying to split cluster 1 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -1472224.375000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -1472224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1464753.250000 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -1464753 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1466983.250000 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -1466983 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1467367.125000 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -1467367 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1467750.750000 Penalty: 4552.658203
	Iteration 3F: 3 clusters Score -1467751 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1468141.500000 Penalty: 4552.658203
	Iteration 4F: 3 clusters Score -1468142 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1468586.000000 Penalty: 4552.658203
	Iteration 5F: 3 clusters Score -1468586 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1468990.250000 Penalty: 4552.658203
	Iteration 6F: 3 clusters Score -1468990 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1469340.125000 Penalty: 4552.658203
	Iteration 7F: 3 clusters Score -1469340 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1469660.000000 Penalty: 4552.658203
	Iteration 8Q: 3 clusters Score -1469660 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1469924.375000 Penalty: 4552.658203
	Iteration 9Q: 3 clusters Score -1469924 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1470136.375000 Penalty: 4552.658203
	Iteration 10Q: 3 clusters Score -1470136 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1470316.000000 Penalty: 4552.658203
	Iteration 11Q: 3 clusters Score -1470316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1470426.250000 Penalty: 4552.658203
	Iteration 12Q: 3 clusters Score -1470426 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1470528.375000 Penalty: 4552.658203
	Iteration 13Q: 3 clusters Score -1470528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1470618.375000 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -1470618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1470688.000000 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -1470688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1470738.875000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -1470739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1470780.000000 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -1470780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1470817.500000 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -1470818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1470845.250000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -1470845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1470858.625000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -1470859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1470873.500000 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -1470874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1470876.375000 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -1470876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1470884.125000 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -1470884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1470887.500000 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -1470888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1470889.625000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -1470890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1470892.250000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -1470892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1470894.875000 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -1470895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1470897.875000 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -1470898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1470898.750000 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -1470899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1470894.750000 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -1470895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1470895.250000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -1470895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1470895.250000 Penalty: 4552.658203
	Iteration 32F: 3 clusters Score -1470895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -1637366.000000 Penalty: 2314.715820
	Iteration 0F: 2 clusters Score -1637366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1628808.500000 Penalty: 4629.431641
	Iteration 0F: 3 clusters Score -1628808 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1631624.500000 Penalty: 4629.431641
	Iteration 1F: 3 clusters Score -1631624 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1632265.625000 Penalty: 4629.431641
	Iteration 2F: 3 clusters Score -1632266 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1633006.625000 Penalty: 4629.431641
	Iteration 3F: 3 clusters Score -1633007 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1633795.500000 Penalty: 4629.431641
	Iteration 4F: 3 clusters Score -1633796 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1634546.875000 Penalty: 4629.431641
	Iteration 5F: 3 clusters Score -1634547 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1635123.875000 Penalty: 4629.431641
	Iteration 6F: 3 clusters Score -1635124 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1635502.750000 Penalty: 4629.431641
	Iteration 7F: 3 clusters Score -1635503 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1635731.125000 Penalty: 4629.431641
	Iteration 8Q: 3 clusters Score -1635731 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1635893.500000 Penalty: 4629.431641
	Iteration 9Q: 3 clusters Score -1635894 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1636016.375000 Penalty: 4629.431641
	Iteration 10Q: 3 clusters Score -1636016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1636099.250000 Penalty: 4629.431641
	Iteration 11Q: 3 clusters Score -1636099 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1636175.000000 Penalty: 4629.431641
	Iteration 12Q: 3 clusters Score -1636175 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1636235.500000 Penalty: 4629.431641
	Iteration 13Q: 3 clusters Score -1636236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1636286.750000 Penalty: 4629.431641
	Iteration 14Q: 3 clusters Score -1636287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1636340.500000 Penalty: 4629.431641
	Iteration 15Q: 3 clusters Score -1636340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1636391.125000 Penalty: 4629.431641
	Iteration 16Q: 3 clusters Score -1636391 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1636448.750000 Penalty: 4629.431641
	Iteration 17Q: 3 clusters Score -1636449 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1636498.875000 Penalty: 4629.431641
	Iteration 18Q: 3 clusters Score -1636499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1636547.625000 Penalty: 4629.431641
	Iteration 19Q: 3 clusters Score -1636548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1636594.000000 Penalty: 4629.431641
	Iteration 20F: 3 clusters Score -1636594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1636659.750000 Penalty: 4629.431641
	Iteration 21Q: 3 clusters Score -1636660 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1636712.625000 Penalty: 4629.431641
	Iteration 22Q: 3 clusters Score -1636713 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1636769.250000 Penalty: 4629.431641
	Iteration 23Q: 3 clusters Score -1636769 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1636822.625000 Penalty: 4629.431641
	Iteration 24Q: 3 clusters Score -1636823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1636874.000000 Penalty: 4629.431641
	Iteration 25Q: 3 clusters Score -1636874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1636933.625000 Penalty: 4629.431641
	Iteration 26Q: 3 clusters Score -1636934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1636984.500000 Penalty: 4629.431641
	Iteration 27Q: 3 clusters Score -1636984 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1637035.250000 Penalty: 4629.431641
	Iteration 28Q: 3 clusters Score -1637035 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1637092.375000 Penalty: 4629.431641
	Iteration 29Q: 3 clusters Score -1637092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1637152.750000 Penalty: 4629.431641
	Iteration 30Q: 3 clusters Score -1637153 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1637193.875000 Penalty: 4629.431641
	Iteration 31Q: 3 clusters Score -1637194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1637235.875000 Penalty: 4629.431641
	Iteration 32Q: 3 clusters Score -1637236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1637271.375000 Penalty: 4629.431641
	Iteration 33Q: 3 clusters Score -1637271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1637301.625000 Penalty: 4629.431641
	Iteration 34Q: 3 clusters Score -1637302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1637334.750000 Penalty: 4629.431641
	Iteration 35Q: 3 clusters Score -1637335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1637348.000000 Penalty: 4629.431641
	Iteration 36Q: 3 clusters Score -1637348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1637362.250000 Penalty: 4629.431641
	Iteration 37Q: 3 clusters Score -1637362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1637370.250000 Penalty: 4629.431641
	Iteration 38Q: 3 clusters Score -1637370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1637377.875000 Penalty: 4629.431641
	Iteration 39Q: 3 clusters Score -1637378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1637388.250000 Penalty: 4629.431641
	Iteration 40F: 3 clusters Score -1637388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1637391.250000 Penalty: 4629.431641
	Iteration 41Q: 3 clusters Score -1637391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1637393.750000 Penalty: 4629.431641
	Iteration 42Q: 3 clusters Score -1637394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1637395.000000 Penalty: 4629.431641
	Iteration 43Q: 3 clusters Score -1637395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1637395.625000 Penalty: 4629.431641
	Iteration 44Q: 3 clusters Score -1637396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1637395.125000 Penalty: 4629.431641
	Iteration 45Q: 3 clusters Score -1637395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1637394.875000 Penalty: 4629.431641
	Iteration 46Q: 3 clusters Score -1637395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1637394.875000 Penalty: 4629.431641
	Iteration 47F: 3 clusters Score -1637395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 24314 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 8660 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
Score: -70336296.000000 Penalty: 123100.109375
Splitting cluster 2 changes total score from -70337256.000000 to -70336296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -125854.070312 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -125854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -124096.000000 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -124096 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124755.742188 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -124755.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -125039.101562 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -125039.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -125223.492188 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -125223.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125409.640625 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -125409.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -125539.554688 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -125539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -125580.382812 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -125580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -125601.468750 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -125601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -125623.960938 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -125624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -125638.296875 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -125638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -125641.976562 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -125642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -125643.335938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -125643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -125644.289062 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -125644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -125644.289062 Penalty: 3378.377197
	Iteration 13F: 3 clusters Score -125644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Entering Unmasked Estep 
Score: -3257350.250000 Penalty: 2467.514648
	Iteration 0F: 2 clusters Score -3257350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3242728.750000 Penalty: 4935.029297
	Iteration 0F: 3 clusters Score -3242729 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3247590.000000 Penalty: 4935.029297
	Iteration 1F: 3 clusters Score -3247590 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3247976.500000 Penalty: 4935.029297
	Iteration 2F: 3 clusters Score -3247976 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3248326.250000 Penalty: 4935.029297
	Iteration 3Q: 3 clusters Score -3248326 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3248640.250000 Penalty: 4935.029297
	Iteration 4Q: 3 clusters Score -3248640 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3248999.750000 Penalty: 4935.029297
	Iteration 5Q: 3 clusters Score -3249000 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3249375.500000 Penalty: 4935.029297
	Iteration 6Q: 3 clusters Score -3249376 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3249769.500000 Penalty: 4935.029297
	Iteration 7Q: 3 clusters Score -3249770 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3250247.500000 Penalty: 4935.029297
	Iteration 8Q: 3 clusters Score -3250248 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3250789.750000 Penalty: 4935.029297
	Iteration 9Q: 3 clusters Score -3250790 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3251496.000000 Penalty: 4935.029297
	Iteration 10F: 3 clusters Score -3251496 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3252339.250000 Penalty: 4935.029297
	Iteration 11F: 3 clusters Score -3252339 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3253230.000000 Penalty: 4935.029297
	Iteration 12F: 3 clusters Score -3253230 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3254076.250000 Penalty: 4935.029297
	Iteration 13Q: 3 clusters Score -3254076 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3254710.750000 Penalty: 4935.029297
	Iteration 14Q: 3 clusters Score -3254711 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3255177.250000 Penalty: 4935.029297
	Iteration 15Q: 3 clusters Score -3255177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3255470.000000 Penalty: 4935.029297
	Iteration 16Q: 3 clusters Score -3255470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3255661.250000 Penalty: 4935.029297
	Iteration 17Q: 3 clusters Score -3255661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3255755.250000 Penalty: 4935.029297
	Iteration 18Q: 3 clusters Score -3255755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3255796.250000 Penalty: 4935.029297
	Iteration 19Q: 3 clusters Score -3255796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3255819.750000 Penalty: 4935.029297
	Iteration 20F: 3 clusters Score -3255820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3255830.250000 Penalty: 4935.029297
	Iteration 21Q: 3 clusters Score -3255830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3255843.750000 Penalty: 4935.029297
	Iteration 22Q: 3 clusters Score -3255844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3255852.000000 Penalty: 4935.029297
	Iteration 23Q: 3 clusters Score -3255852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3255851.500000 Penalty: 4935.029297
	Iteration 24Q: 3 clusters Score -3255852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3255855.500000 Penalty: 4935.029297
	Iteration 25Q: 3 clusters Score -3255856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3255857.000000 Penalty: 4935.029297
	Iteration 26Q: 3 clusters Score -3255857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3255860.750000 Penalty: 4935.029297
	Iteration 27Q: 3 clusters Score -3255861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3255864.250000 Penalty: 4935.029297
	Iteration 28Q: 3 clusters Score -3255864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3255863.250000 Penalty: 4935.029297
	Iteration 29Q: 3 clusters Score -3255863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3255866.500000 Penalty: 4935.029297
	Iteration 30Q: 3 clusters Score -3255866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3255865.500000 Penalty: 4935.029297
	Iteration 31Q: 3 clusters Score -3255866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3255869.750000 Penalty: 4935.029297
	Iteration 32Q: 3 clusters Score -3255870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3255869.750000 Penalty: 4935.029297
	Iteration 33F: 3 clusters Score -3255870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -325886.250000 Penalty: 1906.168335
	Iteration 0F: 2 clusters Score -325886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -323204.187500 Penalty: 3812.336670
	Iteration 0F: 3 clusters Score -323204.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -323795.437500 Penalty: 3812.336670
	Iteration 1F: 3 clusters Score -323795.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -323954.625000 Penalty: 3812.336670
	Iteration 2F: 3 clusters Score -323954.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -324054.031250 Penalty: 3812.336670
	Iteration 3F: 3 clusters Score -324054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -324112.781250 Penalty: 3812.336670
	Iteration 4Q: 3 clusters Score -324112.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -324160.250000 Penalty: 3812.336670
	Iteration 5Q: 3 clusters Score -324160.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324201.406250 Penalty: 3812.336670
	Iteration 6Q: 3 clusters Score -324201.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -324240.218750 Penalty: 3812.336670
	Iteration 7Q: 3 clusters Score -324240.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -324269.093750 Penalty: 3812.336670
	Iteration 8Q: 3 clusters Score -324269.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324288.750000 Penalty: 3812.336670
	Iteration 9Q: 3 clusters Score -324288.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -324309.281250 Penalty: 3812.336670
	Iteration 10Q: 3 clusters Score -324309.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -324324.218750 Penalty: 3812.336670
	Iteration 11Q: 3 clusters Score -324324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -324332.687500 Penalty: 3812.336670
	Iteration 12Q: 3 clusters Score -324332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -324334.906250 Penalty: 3812.336670
	Iteration 13Q: 3 clusters Score -324334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -324338.093750 Penalty: 3812.336670
	Iteration 14Q: 3 clusters Score -324338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -324342.437500 Penalty: 3812.336670
	Iteration 15Q: 3 clusters Score -324342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -324346.156250 Penalty: 3812.336670
	Iteration 16Q: 3 clusters Score -324346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -324350.125000 Penalty: 3812.336670
	Iteration 17Q: 3 clusters Score -324350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -324355.093750 Penalty: 3812.336670
	Iteration 18Q: 3 clusters Score -324355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -324364.156250 Penalty: 3812.336670
	Iteration 19Q: 3 clusters Score -324364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -324369.843750 Penalty: 3812.336670
	Iteration 20F: 3 clusters Score -324369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -324370.593750 Penalty: 3812.336670
	Iteration 21Q: 3 clusters Score -324370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -324371.687500 Penalty: 3812.336670
	Iteration 22Q: 3 clusters Score -324371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -324373.625000 Penalty: 3812.336670
	Iteration 23Q: 3 clusters Score -324373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -324374.343750 Penalty: 3812.336670
	Iteration 24Q: 3 clusters Score -324374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -324378.156250 Penalty: 3812.336670
	Iteration 25Q: 3 clusters Score -324378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -324380.687500 Penalty: 3812.336670
	Iteration 26Q: 3 clusters Score -324380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -324382.187500 Penalty: 3812.336670
	Iteration 27Q: 3 clusters Score -324382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -324382.968750 Penalty: 3812.336670
	Iteration 28Q: 3 clusters Score -324383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -324384.656250 Penalty: 3812.336670
	Iteration 29Q: 3 clusters Score -324384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -324386.000000 Penalty: 3812.336670
	Iteration 30Q: 3 clusters Score -324386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -324386.000000 Penalty: 3812.336670
	Iteration 31F: 3 clusters Score -324386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -65972.781250 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -65972.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64493.109375 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -64493.11 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64900.144531 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -64900.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65095.046875 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -65095.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65347.085938 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -65347.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65632.781250 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -65632.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65986.539062 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -65986.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66380.828125 Penalty: 3126.099121
	Iteration 6F: 3 clusters Score -66380.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67141.492188 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -67141.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67259.359375 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -67259.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67449.757812 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -67449.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67742.250000 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -67742.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67869.046875 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -67869.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67879.343750 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -67879.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67921.781250 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -67921.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67941.671875 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -67941.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67947.898438 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -67947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68003.921875 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -68003.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68048.562500 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -68048.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68123.164062 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -68123.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68212.601562 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -68212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68744.726562 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -68744.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 24314 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
Score: -70338336.000000 Penalty: 123100.109375
Splitting cluster 6 changes total score from -70337256.000000 to -70338336.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -44163.562500 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -44163.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42898.007812 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -42898.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43122.648438 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -43122.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43214.027344 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -43214.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43326.960938 Penalty: 2898.397949
	Iteration 3F: 3 clusters Score -43326.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43442.628906 Penalty: 2898.397949
	Iteration 4F: 3 clusters Score -43442.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43644.246094 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -43644.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43685.230469 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -43685.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43714.328125 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -43714.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43730.929688 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -43730.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43747.648438 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -43747.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43773.058594 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -43773.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43790.488281 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -43790.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43806.898438 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -43806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43810.140625 Penalty: 2898.397949
	Iteration 13Q: 3 clusters Score -43810.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43810.140625 Penalty: 2898.397949
	Iteration 14F: 3 clusters Score -43810.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -747827.625000 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -747827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -743299.750000 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -743299.8 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -744326.875000 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -744326.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -744535.937500 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -744535.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -744689.500000 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -744689.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -744799.562500 Penalty: 4236.194336
	Iteration 4Q: 3 clusters Score -744799.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -744885.937500 Penalty: 4236.194336
	Iteration 5Q: 3 clusters Score -744885.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -744948.187500 Penalty: 4236.194336
	Iteration 6Q: 3 clusters Score -744948.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -744994.625000 Penalty: 4236.194336
	Iteration 7Q: 3 clusters Score -744994.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -745053.687500 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -745053.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -745127.750000 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -745127.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -745203.812500 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -745203.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -745279.125000 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -745279.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -745338.625000 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -745338.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -745389.812500 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -745389.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -745434.000000 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -745434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -745475.750000 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -745475.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -745515.250000 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -745515.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -745555.937500 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -745555.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -745602.500000 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -745602.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -745639.312500 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -745639.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -745670.687500 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -745670.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -745707.500000 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -745707.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -745748.000000 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -745748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -745779.500000 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -745779.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -745817.375000 Penalty: 4236.194336
	Iteration 24Q: 3 clusters Score -745817.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -745857.437500 Penalty: 4236.194336
	Iteration 25Q: 3 clusters Score -745857.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -745895.000000 Penalty: 4236.194336
	Iteration 26Q: 3 clusters Score -745895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -745925.812500 Penalty: 4236.194336
	Iteration 27Q: 3 clusters Score -745925.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -745956.062500 Penalty: 4236.194336
	Iteration 28Q: 3 clusters Score -745956.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -745991.750000 Penalty: 4236.194336
	Iteration 29Q: 3 clusters Score -745991.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -746013.812500 Penalty: 4236.194336
	Iteration 30Q: 3 clusters Score -746013.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -746032.750000 Penalty: 4236.194336
	Iteration 31Q: 3 clusters Score -746032.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -746050.937500 Penalty: 4236.194336
	Iteration 32Q: 3 clusters Score -746050.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -746062.125000 Penalty: 4236.194336
	Iteration 33Q: 3 clusters Score -746062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -746068.062500 Penalty: 4236.194336
	Iteration 34Q: 3 clusters Score -746068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -746069.312500 Penalty: 4236.194336
	Iteration 35Q: 3 clusters Score -746069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -746072.750000 Penalty: 4236.194336
	Iteration 36Q: 3 clusters Score -746072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -746080.875000 Penalty: 4236.194336
	Iteration 37Q: 3 clusters Score -746080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -746085.000000 Penalty: 4236.194336
	Iteration 38Q: 3 clusters Score -746085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -746091.000000 Penalty: 4236.194336
	Iteration 39Q: 3 clusters Score -746091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -746095.750000 Penalty: 4236.194336
	Iteration 40F: 3 clusters Score -746095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -746098.062500 Penalty: 4236.194336
	Iteration 41Q: 3 clusters Score -746098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -746101.062500 Penalty: 4236.194336
	Iteration 42Q: 3 clusters Score -746101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -746104.937500 Penalty: 4236.194336
	Iteration 43Q: 3 clusters Score -746104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -746110.750000 Penalty: 4236.194336
	Iteration 44Q: 3 clusters Score -746110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -746114.937500 Penalty: 4236.194336
	Iteration 45Q: 3 clusters Score -746114.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -746119.125000 Penalty: 4236.194336
	Iteration 46Q: 3 clusters Score -746119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -746125.625000 Penalty: 4236.194336
	Iteration 47Q: 3 clusters Score -746125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -746129.875000 Penalty: 4236.194336
	Iteration 48Q: 3 clusters Score -746129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -746130.875000 Penalty: 4236.194336
	Iteration 49Q: 3 clusters Score -746130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -746130.875000 Penalty: 4236.194336
	Iteration 50F: 3 clusters Score -746130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Entering Unmasked Estep 
Score: -1747151.875000 Penalty: 2320.951172
	Iteration 0F: 2 clusters Score -1747152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1738477.375000 Penalty: 4641.902344
	Iteration 0F: 3 clusters Score -1738477 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1741149.375000 Penalty: 4641.902344
	Iteration 1F: 3 clusters Score -1741149 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1741470.125000 Penalty: 4641.902344
	Iteration 2F: 3 clusters Score -1741470 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1741688.500000 Penalty: 4641.902344
	Iteration 3F: 3 clusters Score -1741688 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1741878.750000 Penalty: 4641.902344
	Iteration 4Q: 3 clusters Score -1741879 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1742030.250000 Penalty: 4641.902344
	Iteration 5Q: 3 clusters Score -1742030 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1742172.625000 Penalty: 4641.902344
	Iteration 6Q: 3 clusters Score -1742173 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1742310.375000 Penalty: 4641.902344
	Iteration 7Q: 3 clusters Score -1742310 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1742442.000000 Penalty: 4641.902344
	Iteration 8Q: 3 clusters Score -1742442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1742601.750000 Penalty: 4641.902344
	Iteration 9Q: 3 clusters Score -1742602 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1742793.125000 Penalty: 4641.902344
	Iteration 10Q: 3 clusters Score -1742793 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1743025.500000 Penalty: 4641.902344
	Iteration 11Q: 3 clusters Score -1743026 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1743273.375000 Penalty: 4641.902344
	Iteration 12Q: 3 clusters Score -1743273 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1743517.625000 Penalty: 4641.902344
	Iteration 13Q: 3 clusters Score -1743518 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1743788.875000 Penalty: 4641.902344
	Iteration 14Q: 3 clusters Score -1743789 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1744053.875000 Penalty: 4641.902344
	Iteration 15Q: 3 clusters Score -1744054 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1744273.875000 Penalty: 4641.902344
	Iteration 16Q: 3 clusters Score -1744274 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1744409.375000 Penalty: 4641.902344
	Iteration 17Q: 3 clusters Score -1744409 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1744521.750000 Penalty: 4641.902344
	Iteration 18Q: 3 clusters Score -1744522 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1744625.500000 Penalty: 4641.902344
	Iteration 19Q: 3 clusters Score -1744626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1744697.750000 Penalty: 4641.902344
	Iteration 20F: 3 clusters Score -1744698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1744781.125000 Penalty: 4641.902344
	Iteration 21Q: 3 clusters Score -1744781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1744837.750000 Penalty: 4641.902344
	Iteration 22Q: 3 clusters Score -1744838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1744878.500000 Penalty: 4641.902344
	Iteration 23Q: 3 clusters Score -1744878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1744926.375000 Penalty: 4641.902344
	Iteration 24Q: 3 clusters Score -1744926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1744957.000000 Penalty: 4641.902344
	Iteration 25Q: 3 clusters Score -1744957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1744980.625000 Penalty: 4641.902344
	Iteration 26Q: 3 clusters Score -1744981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1745000.625000 Penalty: 4641.902344
	Iteration 27Q: 3 clusters Score -1745001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1745017.125000 Penalty: 4641.902344
	Iteration 28Q: 3 clusters Score -1745017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1745035.125000 Penalty: 4641.902344
	Iteration 29Q: 3 clusters Score -1745035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1745048.750000 Penalty: 4641.902344
	Iteration 30Q: 3 clusters Score -1745049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1745059.875000 Penalty: 4641.902344
	Iteration 31Q: 3 clusters Score -1745060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1745064.250000 Penalty: 4641.902344
	Iteration 32Q: 3 clusters Score -1745064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1745075.000000 Penalty: 4641.902344
	Iteration 33Q: 3 clusters Score -1745075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1745085.500000 Penalty: 4641.902344
	Iteration 34Q: 3 clusters Score -1745086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1745093.375000 Penalty: 4641.902344
	Iteration 35Q: 3 clusters Score -1745093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1745099.750000 Penalty: 4641.902344
	Iteration 36Q: 3 clusters Score -1745100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1745106.750000 Penalty: 4641.902344
	Iteration 37Q: 3 clusters Score -1745107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1745108.375000 Penalty: 4641.902344
	Iteration 38Q: 3 clusters Score -1745108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1745115.375000 Penalty: 4641.902344
	Iteration 39Q: 3 clusters Score -1745115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1745115.500000 Penalty: 4641.902344
	Iteration 40F: 3 clusters Score -1745116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1745119.250000 Penalty: 4641.902344
	Iteration 41Q: 3 clusters Score -1745119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1745120.750000 Penalty: 4641.902344
	Iteration 42Q: 3 clusters Score -1745121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1745128.125000 Penalty: 4641.902344
	Iteration 43Q: 3 clusters Score -1745128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1745129.625000 Penalty: 4641.902344
	Iteration 44Q: 3 clusters Score -1745130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1745131.375000 Penalty: 4641.902344
	Iteration 45Q: 3 clusters Score -1745131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1745131.375000 Penalty: 4641.902344
	Iteration 46F: 3 clusters Score -1745131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -349370.625000 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -349370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -346498.250000 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -346498.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -347034.218750 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -347034.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -347209.968750 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -347210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -347300.468750 Penalty: 3845.584473
	Iteration 3F: 3 clusters Score -347300.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -347357.687500 Penalty: 3845.584473
	Iteration 4Q: 3 clusters Score -347357.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -347409.875000 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -347409.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -347448.875000 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -347448.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -347489.500000 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -347489.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -347525.125000 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -347525.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -347560.375000 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -347560.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -347597.531250 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -347597.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -347639.218750 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -347639.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -347688.281250 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -347688.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -347721.031250 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -347721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -347761.343750 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -347761.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -347803.906250 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -347803.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -347827.250000 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -347827.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -347845.781250 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -347845.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -347862.062500 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -347862.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -347881.875000 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -347881.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -347896.156250 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -347896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -347908.593750 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -347908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -347917.218750 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -347917.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -347931.625000 Penalty: 3845.584473
	Iteration 23Q: 3 clusters Score -347931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -347947.000000 Penalty: 3845.584473
	Iteration 24Q: 3 clusters Score -347947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -347964.406250 Penalty: 3845.584473
	Iteration 25Q: 3 clusters Score -347964.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -347981.031250 Penalty: 3845.584473
	Iteration 26Q: 3 clusters Score -347981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -347993.906250 Penalty: 3845.584473
	Iteration 27Q: 3 clusters Score -347993.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -348005.218750 Penalty: 3845.584473
	Iteration 28Q: 3 clusters Score -348005.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -348023.250000 Penalty: 3845.584473
	Iteration 29Q: 3 clusters Score -348023.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -348038.218750 Penalty: 3845.584473
	Iteration 30Q: 3 clusters Score -348038.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -348049.562500 Penalty: 3845.584473
	Iteration 31Q: 3 clusters Score -348049.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -348060.750000 Penalty: 3845.584473
	Iteration 32Q: 3 clusters Score -348060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -348069.125000 Penalty: 3845.584473
	Iteration 33Q: 3 clusters Score -348069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -348076.687500 Penalty: 3845.584473
	Iteration 34Q: 3 clusters Score -348076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -348088.656250 Penalty: 3845.584473
	Iteration 35Q: 3 clusters Score -348088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -348091.531250 Penalty: 3845.584473
	Iteration 36Q: 3 clusters Score -348091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -348092.843750 Penalty: 3845.584473
	Iteration 37Q: 3 clusters Score -348092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -348094.562500 Penalty: 3845.584473
	Iteration 38Q: 3 clusters Score -348094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -348096.468750 Penalty: 3845.584473
	Iteration 39Q: 3 clusters Score -348096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -348098.375000 Penalty: 3845.584473
	Iteration 40F: 3 clusters Score -348098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -348097.968750 Penalty: 3845.584473
	Iteration 41Q: 3 clusters Score -348098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -348097.968750 Penalty: 3845.584473
	Iteration 42F: 3 clusters Score -348098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Entering Unmasked Estep 
Score: -5727602.500000 Penalty: 2613.081543
	Iteration 0F: 2 clusters Score -5727602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -5702194.000000 Penalty: 5226.163086
	Iteration 0F: 3 clusters Score -5702194 nChanged 17125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5711879.500000 Penalty: 5226.163086
	Iteration 1F: 3 clusters Score -5711880 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5712886.000000 Penalty: 5226.163086
	Iteration 2F: 3 clusters Score -5712886 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5714232.000000 Penalty: 5226.163086
	Iteration 3F: 3 clusters Score -5714232 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5715832.000000 Penalty: 5226.163086
	Iteration 4F: 3 clusters Score -5715832 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5717556.500000 Penalty: 5226.163086
	Iteration 5F: 3 clusters Score -5717556 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5719242.000000 Penalty: 5226.163086
	Iteration 6F: 3 clusters Score -5719242 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -5720609.000000 Penalty: 5226.163086
	Iteration 7F: 3 clusters Score -5720609 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5721668.500000 Penalty: 5226.163086
	Iteration 8Q: 3 clusters Score -5721668 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -5722512.000000 Penalty: 5226.163086
	Iteration 9Q: 3 clusters Score -5722512 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -5723081.500000 Penalty: 5226.163086
	Iteration 10Q: 3 clusters Score -5723082 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -5723524.500000 Penalty: 5226.163086
	Iteration 11Q: 3 clusters Score -5723524 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -5723841.500000 Penalty: 5226.163086
	Iteration 12Q: 3 clusters Score -5723842 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -5724098.000000 Penalty: 5226.163086
	Iteration 13Q: 3 clusters Score -5724098 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -5724288.500000 Penalty: 5226.163086
	Iteration 14Q: 3 clusters Score -5724288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -5724458.500000 Penalty: 5226.163086
	Iteration 15Q: 3 clusters Score -5724458 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5724619.500000 Penalty: 5226.163086
	Iteration 16Q: 3 clusters Score -5724620 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -5724776.500000 Penalty: 5226.163086
	Iteration 17Q: 3 clusters Score -5724776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5724893.000000 Penalty: 5226.163086
	Iteration 18Q: 3 clusters Score -5724893 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5724987.000000 Penalty: 5226.163086
	Iteration 19Q: 3 clusters Score -5724987 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -5725064.500000 Penalty: 5226.163086
	Iteration 20F: 3 clusters Score -5725064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5725124.500000 Penalty: 5226.163086
	Iteration 21Q: 3 clusters Score -5725124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -5725190.500000 Penalty: 5226.163086
	Iteration 22Q: 3 clusters Score -5725190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5725212.500000 Penalty: 5226.163086
	Iteration 23Q: 3 clusters Score -5725212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5725253.000000 Penalty: 5226.163086
	Iteration 24Q: 3 clusters Score -5725253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5725263.500000 Penalty: 5226.163086
	Iteration 25Q: 3 clusters Score -5725264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5725308.500000 Penalty: 5226.163086
	Iteration 26Q: 3 clusters Score -5725308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -5725336.500000 Penalty: 5226.163086
	Iteration 27Q: 3 clusters Score -5725336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -5725384.500000 Penalty: 5226.163086
	Iteration 28Q: 3 clusters Score -5725384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5725411.000000 Penalty: 5226.163086
	Iteration 29Q: 3 clusters Score -5725411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5725429.500000 Penalty: 5226.163086
	Iteration 30Q: 3 clusters Score -5725430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -5725460.500000 Penalty: 5226.163086
	Iteration 31Q: 3 clusters Score -5725460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5725481.000000 Penalty: 5226.163086
	Iteration 32Q: 3 clusters Score -5725481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5725506.500000 Penalty: 5226.163086
	Iteration 33Q: 3 clusters Score -5725506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -5725548.500000 Penalty: 5226.163086
	Iteration 34Q: 3 clusters Score -5725548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -5725614.500000 Penalty: 5226.163086
	Iteration 35Q: 3 clusters Score -5725614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -5725680.000000 Penalty: 5226.163086
	Iteration 36Q: 3 clusters Score -5725680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5725749.500000 Penalty: 5226.163086
	Iteration 37Q: 3 clusters Score -5725750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5725780.500000 Penalty: 5226.163086
	Iteration 38Q: 3 clusters Score -5725780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5725795.500000 Penalty: 5226.163086
	Iteration 39Q: 3 clusters Score -5725796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5725800.000000 Penalty: 5226.163086
	Iteration 40F: 3 clusters Score -5725800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5725815.500000 Penalty: 5226.163086
	Iteration 41Q: 3 clusters Score -5725816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -5725820.000000 Penalty: 5226.163086
	Iteration 42Q: 3 clusters Score -5725820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -5725828.500000 Penalty: 5226.163086
	Iteration 43Q: 3 clusters Score -5725828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -5725840.000000 Penalty: 5226.163086
	Iteration 44Q: 3 clusters Score -5725840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5725840.000000 Penalty: 5226.163086
	Iteration 45Q: 3 clusters Score -5725840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5725844.000000 Penalty: 5226.163086
	Iteration 46Q: 3 clusters Score -5725844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -5725849.500000 Penalty: 5226.163086
	Iteration 47Q: 3 clusters Score -5725850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5725846.000000 Penalty: 5226.163086
	Iteration 48Q: 3 clusters Score -5725846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5725849.500000 Penalty: 5226.163086
	Iteration 49Q: 3 clusters Score -5725850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5725849.500000 Penalty: 5226.163086
	Iteration 50Q: 3 clusters Score -5725850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5725850.000000 Penalty: 5226.163086
	Iteration 51Q: 3 clusters Score -5725850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5725849.000000 Penalty: 5226.163086
	Iteration 52Q: 3 clusters Score -5725849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -5725849.500000 Penalty: 5226.163086
	Iteration 53Q: 3 clusters Score -5725850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5725850.500000 Penalty: 5226.163086
	Iteration 54Q: 3 clusters Score -5725850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5725855.500000 Penalty: 5226.163086
	Iteration 55Q: 3 clusters Score -5725856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5725859.500000 Penalty: 5226.163086
	Iteration 56Q: 3 clusters Score -5725860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5725862.000000 Penalty: 5226.163086
	Iteration 57Q: 3 clusters Score -5725862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5725863.000000 Penalty: 5226.163086
	Iteration 58Q: 3 clusters Score -5725863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5725863.000000 Penalty: 5226.163086
	Iteration 59F: 3 clusters Score -5725863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Entering Unmasked Estep 
Score: -283858.750000 Penalty: 1879.886963
	Iteration 0F: 2 clusters Score -283858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -281290.625000 Penalty: 3759.773926
	Iteration 0F: 3 clusters Score -281290.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -281834.531250 Penalty: 3759.773926
	Iteration 1F: 3 clusters Score -281834.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -282058.125000 Penalty: 3759.773926
	Iteration 2F: 3 clusters Score -282058.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -282221.968750 Penalty: 3759.773926
	Iteration 3F: 3 clusters Score -282222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282359.968750 Penalty: 3759.773926
	Iteration 4Q: 3 clusters Score -282360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -282448.437500 Penalty: 3759.773926
	Iteration 5Q: 3 clusters Score -282448.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -282501.031250 Penalty: 3759.773926
	Iteration 6Q: 3 clusters Score -282501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -282555.687500 Penalty: 3759.773926
	Iteration 7Q: 3 clusters Score -282555.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -282608.531250 Penalty: 3759.773926
	Iteration 8Q: 3 clusters Score -282608.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -282645.906250 Penalty: 3759.773926
	Iteration 9Q: 3 clusters Score -282645.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -282666.281250 Penalty: 3759.773926
	Iteration 10Q: 3 clusters Score -282666.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -282685.250000 Penalty: 3759.773926
	Iteration 11Q: 3 clusters Score -282685.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -282705.843750 Penalty: 3759.773926
	Iteration 12Q: 3 clusters Score -282705.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -282726.187500 Penalty: 3759.773926
	Iteration 13Q: 3 clusters Score -282726.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -282739.781250 Penalty: 3759.773926
	Iteration 14Q: 3 clusters Score -282739.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -282758.062500 Penalty: 3759.773926
	Iteration 15Q: 3 clusters Score -282758.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282770.312500 Penalty: 3759.773926
	Iteration 16Q: 3 clusters Score -282770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282783.812500 Penalty: 3759.773926
	Iteration 17Q: 3 clusters Score -282783.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282797.531250 Penalty: 3759.773926
	Iteration 18Q: 3 clusters Score -282797.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -282806.968750 Penalty: 3759.773926
	Iteration 19Q: 3 clusters Score -282807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -282821.750000 Penalty: 3759.773926
	Iteration 20F: 3 clusters Score -282821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -282847.406250 Penalty: 3759.773926
	Iteration 21Q: 3 clusters Score -282847.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -282876.218750 Penalty: 3759.773926
	Iteration 22Q: 3 clusters Score -282876.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -282905.843750 Penalty: 3759.773926
	Iteration 23Q: 3 clusters Score -282905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -282929.937500 Penalty: 3759.773926
	Iteration 24Q: 3 clusters Score -282929.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -282952.875000 Penalty: 3759.773926
	Iteration 25Q: 3 clusters Score -282952.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -282971.531250 Penalty: 3759.773926
	Iteration 26Q: 3 clusters Score -282971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -282988.937500 Penalty: 3759.773926
	Iteration 27Q: 3 clusters Score -282988.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -283000.843750 Penalty: 3759.773926
	Iteration 28Q: 3 clusters Score -283000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -283005.562500 Penalty: 3759.773926
	Iteration 29Q: 3 clusters Score -283005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -283006.312500 Penalty: 3759.773926
	Iteration 30Q: 3 clusters Score -283006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -283006.656250 Penalty: 3759.773926
	Iteration 31Q: 3 clusters Score -283006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -283006.656250 Penalty: 3759.773926
	Iteration 32F: 3 clusters Score -283006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (94468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Entering Unmasked Estep 
Score: -14512134.000000 Penalty: 2841.092041
	Iteration 0F: 2 clusters Score -1.451213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -14448975.000000 Penalty: 5682.184082
	Iteration 0F: 3 clusters Score -1.444898e+07 nChanged 44660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -14474502.000000 Penalty: 5682.184082
	Iteration 1F: 3 clusters Score -1.44745e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -14475643.000000 Penalty: 5682.184082
	Iteration 2Q: 3 clusters Score -1.447564e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -14477235.000000 Penalty: 5682.184082
	Iteration 3Q: 3 clusters Score -1.447724e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -14479349.000000 Penalty: 5682.184082
	Iteration 4Q: 3 clusters Score -1.447935e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -14482459.000000 Penalty: 5682.184082
	Iteration 5F: 3 clusters Score -1.448246e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -14486412.000000 Penalty: 5682.184082
	Iteration 6F: 3 clusters Score -1.448641e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -14491090.000000 Penalty: 5682.184082
	Iteration 7F: 3 clusters Score -1.449109e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -14495239.000000 Penalty: 5682.184082
	Iteration 8F: 3 clusters Score -1.449524e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -14498567.000000 Penalty: 5682.184082
	Iteration 9Q: 3 clusters Score -1.449857e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -14500842.000000 Penalty: 5682.184082
	Iteration 10Q: 3 clusters Score -1.450084e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -14502196.000000 Penalty: 5682.184082
	Iteration 11Q: 3 clusters Score -1.45022e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -14503023.000000 Penalty: 5682.184082
	Iteration 12Q: 3 clusters Score -1.450302e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -14503792.000000 Penalty: 5682.184082
	Iteration 13Q: 3 clusters Score -1.450379e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -14504465.000000 Penalty: 5682.184082
	Iteration 14Q: 3 clusters Score -1.450446e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -14505036.000000 Penalty: 5682.184082
	Iteration 15Q: 3 clusters Score -1.450504e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -14505663.000000 Penalty: 5682.184082
	Iteration 16Q: 3 clusters Score -1.450566e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -14506248.000000 Penalty: 5682.184082
	Iteration 17Q: 3 clusters Score -1.450625e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -14506771.000000 Penalty: 5682.184082
	Iteration 18Q: 3 clusters Score -1.450677e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -14507303.000000 Penalty: 5682.184082
	Iteration 19Q: 3 clusters Score -1.45073e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -14507719.000000 Penalty: 5682.184082
	Iteration 20F: 3 clusters Score -1.450772e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -14508055.000000 Penalty: 5682.184082
	Iteration 21Q: 3 clusters Score -1.450806e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -14508393.000000 Penalty: 5682.184082
	Iteration 22Q: 3 clusters Score -1.450839e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -14508618.000000 Penalty: 5682.184082
	Iteration 23Q: 3 clusters Score -1.450862e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -14508825.000000 Penalty: 5682.184082
	Iteration 24Q: 3 clusters Score -1.450882e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -14509055.000000 Penalty: 5682.184082
	Iteration 25Q: 3 clusters Score -1.450906e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -14509276.000000 Penalty: 5682.184082
	Iteration 26Q: 3 clusters Score -1.450928e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -14509431.000000 Penalty: 5682.184082
	Iteration 27Q: 3 clusters Score -1.450943e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14509575.000000 Penalty: 5682.184082
	Iteration 28Q: 3 clusters Score -1.450958e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14509716.000000 Penalty: 5682.184082
	Iteration 29Q: 3 clusters Score -1.450972e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14509930.000000 Penalty: 5682.184082
	Iteration 30Q: 3 clusters Score -1.450993e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14510058.000000 Penalty: 5682.184082
	Iteration 31Q: 3 clusters Score -1.451006e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -14510127.000000 Penalty: 5682.184082
	Iteration 32Q: 3 clusters Score -1.451013e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14510187.000000 Penalty: 5682.184082
	Iteration 33Q: 3 clusters Score -1.451019e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -14510216.000000 Penalty: 5682.184082
	Iteration 34Q: 3 clusters Score -1.451022e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14510227.000000 Penalty: 5682.184082
	Iteration 35Q: 3 clusters Score -1.451023e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14510242.000000 Penalty: 5682.184082
	Iteration 36Q: 3 clusters Score -1.451024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -14510276.000000 Penalty: 5682.184082
	Iteration 37Q: 3 clusters Score -1.451028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14510296.000000 Penalty: 5682.184082
	Iteration 38Q: 3 clusters Score -1.45103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14510290.000000 Penalty: 5682.184082
	Iteration 39Q: 3 clusters Score -1.451029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -14510299.000000 Penalty: 5682.184082
	Iteration 40F: 3 clusters Score -1.45103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14510308.000000 Penalty: 5682.184082
	Iteration 41Q: 3 clusters Score -1.451031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14510326.000000 Penalty: 5682.184082
	Iteration 42Q: 3 clusters Score -1.451033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -14510318.000000 Penalty: 5682.184082
	Iteration 43Q: 3 clusters Score -1.451032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -14510318.000000 Penalty: 5682.184082
	Iteration 44Q: 3 clusters Score -1.451032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -14510327.000000 Penalty: 5682.184082
	Iteration 45Q: 3 clusters Score -1.451033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -14510318.000000 Penalty: 5682.184082
	Iteration 46Q: 3 clusters Score -1.451032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14510333.000000 Penalty: 5682.184082
	Iteration 47Q: 3 clusters Score -1.451033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14510345.000000 Penalty: 5682.184082
	Iteration 48Q: 3 clusters Score -1.451034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -14510327.000000 Penalty: 5682.184082
	Iteration 49Q: 3 clusters Score -1.451033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14510324.000000 Penalty: 5682.184082
	Iteration 50Q: 3 clusters Score -1.451032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14510324.000000 Penalty: 5682.184082
	Iteration 51Q: 3 clusters Score -1.451032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14510327.000000 Penalty: 5682.184082
	Iteration 52Q: 3 clusters Score -1.451033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14510318.000000 Penalty: 5682.184082
	Iteration 53Q: 3 clusters Score -1.451032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14510325.000000 Penalty: 5682.184082
	Iteration 54Q: 3 clusters Score -1.451032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -14510331.000000 Penalty: 5682.184082
	Iteration 55Q: 3 clusters Score -1.451033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14510328.000000 Penalty: 5682.184082
	Iteration 56Q: 3 clusters Score -1.451033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -14510328.000000 Penalty: 5682.184082
	Iteration 57Q: 3 clusters Score -1.451033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -14510325.000000 Penalty: 5682.184082
	Iteration 58Q: 3 clusters Score -1.451032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14510323.000000 Penalty: 5682.184082
	Iteration 59Q: 3 clusters Score -1.451032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -14510337.000000 Penalty: 5682.184082
	Iteration 60F: 3 clusters Score -1.451034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -14510337.000000 Penalty: 5682.184082
	Iteration 61Q: 3 clusters Score -1.451034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14510344.000000 Penalty: 5682.184082
	Iteration 62Q: 3 clusters Score -1.451034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14510338.000000 Penalty: 5682.184082
	Iteration 63Q: 3 clusters Score -1.451034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14510335.000000 Penalty: 5682.184082
	Iteration 64Q: 3 clusters Score -1.451034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14510339.000000 Penalty: 5682.184082
	Iteration 65Q: 3 clusters Score -1.451034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -14510343.000000 Penalty: 5682.184082
	Iteration 66Q: 3 clusters Score -1.451034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14510349.000000 Penalty: 5682.184082
	Iteration 67Q: 3 clusters Score -1.451035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14510339.000000 Penalty: 5682.184082
	Iteration 68Q: 3 clusters Score -1.451034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14510351.000000 Penalty: 5682.184082
	Iteration 69Q: 3 clusters Score -1.451035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14510342.000000 Penalty: 5682.184082
	Iteration 70Q: 3 clusters Score -1.451034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -14510346.000000 Penalty: 5682.184082
	Iteration 71Q: 3 clusters Score -1.451035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -14510351.000000 Penalty: 5682.184082
	Iteration 72Q: 3 clusters Score -1.451035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -14510354.000000 Penalty: 5682.184082
	Iteration 73Q: 3 clusters Score -1.451035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -14510354.000000 Penalty: 5682.184082
	Iteration 74F: 3 clusters Score -1.451035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -248970.187500 Penalty: 1855.425903
	Iteration 0F: 2 clusters Score -248970.2 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 892 members 
Entering Unmasked Estep 
Score: -246490.625000 Penalty: 3710.851807
	Iteration 0F: 3 clusters Score -246490.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -247062.109375 Penalty: 3710.851807
	Iteration 1F: 3 clusters Score -247062.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -247304.765625 Penalty: 3710.851807
	Iteration 2F: 3 clusters Score -247304.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -247464.875000 Penalty: 3710.851807
	Iteration 3F: 3 clusters Score -247464.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -247577.468750 Penalty: 3710.851807
	Iteration 4Q: 3 clusters Score -247577.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -247666.890625 Penalty: 3710.851807
	Iteration 5Q: 3 clusters Score -247666.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -247755.250000 Penalty: 3710.851807
	Iteration 6Q: 3 clusters Score -247755.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -247832.140625 Penalty: 3710.851807
	Iteration 7Q: 3 clusters Score -247832.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -247875.109375 Penalty: 3710.851807
	Iteration 8Q: 3 clusters Score -247875.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -247901.406250 Penalty: 3710.851807
	Iteration 9Q: 3 clusters Score -247901.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -247921.140625 Penalty: 3710.851807
	Iteration 10Q: 3 clusters Score -247921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -247928.937500 Penalty: 3710.851807
	Iteration 11Q: 3 clusters Score -247928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -247933.328125 Penalty: 3710.851807
	Iteration 12Q: 3 clusters Score -247933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -247936.640625 Penalty: 3710.851807
	Iteration 13Q: 3 clusters Score -247936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -247942.296875 Penalty: 3710.851807
	Iteration 14Q: 3 clusters Score -247942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -247949.343750 Penalty: 3710.851807
	Iteration 15Q: 3 clusters Score -247949.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -247956.093750 Penalty: 3710.851807
	Iteration 16Q: 3 clusters Score -247956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247962.265625 Penalty: 3710.851807
	Iteration 17Q: 3 clusters Score -247962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -247974.687500 Penalty: 3710.851807
	Iteration 18Q: 3 clusters Score -247974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -247985.828125 Penalty: 3710.851807
	Iteration 19Q: 3 clusters Score -247985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -247999.953125 Penalty: 3710.851807
	Iteration 20F: 3 clusters Score -248000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -248007.531250 Penalty: 3710.851807
	Iteration 21Q: 3 clusters Score -248007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -248019.656250 Penalty: 3710.851807
	Iteration 22Q: 3 clusters Score -248019.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -248027.125000 Penalty: 3710.851807
	Iteration 23Q: 3 clusters Score -248027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -248033.187500 Penalty: 3710.851807
	Iteration 24Q: 3 clusters Score -248033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -248035.750000 Penalty: 3710.851807
	Iteration 25Q: 3 clusters Score -248035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -248035.921875 Penalty: 3710.851807
	Iteration 26Q: 3 clusters Score -248035.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -248035.921875 Penalty: 3710.851807
	Iteration 27F: 3 clusters Score -248035.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -73528.734375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -73528.73 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 240 members 
Entering Unmasked Estep 
Score: -71997.648438 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -71997.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72208.804688 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -72208.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72246.867188 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -72246.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72270.562500 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -72270.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72288.179688 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -72288.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72303.460938 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -72303.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72320.031250 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -72320.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72342.460938 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -72342.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72357.804688 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -72357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72366.515625 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -72366.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72367.640625 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -72367.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72375.484375 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -72375.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72378.921875 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -72378.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -72380.789062 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -72380.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72382.218750 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -72382.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72382.218750 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -72382.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -346500.406250 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -346500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -343621.812500 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -343621.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -344198.687500 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -344198.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -344353.281250 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -344353.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -344473.281250 Penalty: 3857.161377
	Iteration 3F: 3 clusters Score -344473.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344582.656250 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -344582.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -344700.406250 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -344700.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -344853.250000 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -344853.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -345071.406250 Penalty: 3857.161377
	Iteration 7F: 3 clusters Score -345071.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345313.375000 Penalty: 3857.161377
	Iteration 8F: 3 clusters Score -345313.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -345593.312500 Penalty: 3857.161377
	Iteration 9F: 3 clusters Score -345593.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -345815.531250 Penalty: 3857.161377
	Iteration 10F: 3 clusters Score -345815.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -345938.625000 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -345938.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -346042.562500 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -346042.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346132.781250 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -346132.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -346205.250000 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -346205.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -346246.843750 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -346246.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -346275.593750 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -346275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346286.562500 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -346286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -346288.437500 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -346288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -346288.593750 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -346288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -346288.593750 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -346288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -157669.156250 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -157669.2 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 529 members 
Entering Unmasked Estep 
Score: -155628.437500 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -155628.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155990.859375 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -155990.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -156133.203125 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -156133.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156238.234375 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -156238.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -156338.062500 Penalty: 3486.427490
	Iteration 4F: 3 clusters Score -156338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156413.843750 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -156413.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156507.296875 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -156507.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156613.203125 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -156613.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -156696.390625 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -156696.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -156758.468750 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -156758.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156815.078125 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -156815.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156863.656250 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -156863.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156918.062500 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -156918.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156959.593750 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -156959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156981.281250 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -156981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157010.734375 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -157010.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157028.156250 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -157028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157046.328125 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -157046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157061.265625 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -157061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157078.000000 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -157078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157087.859375 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -157087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157094.984375 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -157095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157098.203125 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -157098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157098.203125 Penalty: 3486.427490
	Iteration 23F: 3 clusters Score -157098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Entering Unmasked Estep 
Score: -6852167.500000 Penalty: 2655.405762
	Iteration 0F: 2 clusters Score -6852168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -6822027.500000 Penalty: 5310.811523
	Iteration 0F: 3 clusters Score -6822028 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -6833286.000000 Penalty: 5310.811523
	Iteration 1F: 3 clusters Score -6833286 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -6833722.000000 Penalty: 5310.811523
	Iteration 2Q: 3 clusters Score -6833722 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -6834139.000000 Penalty: 5310.811523
	Iteration 3Q: 3 clusters Score -6834139 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -6834486.000000 Penalty: 5310.811523
	Iteration 4Q: 3 clusters Score -6834486 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6834876.000000 Penalty: 5310.811523
	Iteration 5Q: 3 clusters Score -6834876 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -6835283.500000 Penalty: 5310.811523
	Iteration 6Q: 3 clusters Score -6835284 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -6835802.500000 Penalty: 5310.811523
	Iteration 7Q: 3 clusters Score -6835802 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6836292.000000 Penalty: 5310.811523
	Iteration 8Q: 3 clusters Score -6836292 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -6836964.500000 Penalty: 5310.811523
	Iteration 9Q: 3 clusters Score -6836964 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6837896.500000 Penalty: 5310.811523
	Iteration 10Q: 3 clusters Score -6837896 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -6839090.500000 Penalty: 5310.811523
	Iteration 11Q: 3 clusters Score -6839090 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6840509.500000 Penalty: 5310.811523
	Iteration 12F: 3 clusters Score -6840510 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -6841991.000000 Penalty: 5310.811523
	Iteration 13F: 3 clusters Score -6841991 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -6843522.500000 Penalty: 5310.811523
	Iteration 14Q: 3 clusters Score -6843522 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -6844975.000000 Penalty: 5310.811523
	Iteration 15Q: 3 clusters Score -6844975 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -6846198.000000 Penalty: 5310.811523
	Iteration 16Q: 3 clusters Score -6846198 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -6847267.000000 Penalty: 5310.811523
	Iteration 17Q: 3 clusters Score -6847267 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -6848107.500000 Penalty: 5310.811523
	Iteration 18Q: 3 clusters Score -6848108 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6848701.500000 Penalty: 5310.811523
	Iteration 19Q: 3 clusters Score -6848702 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6849127.500000 Penalty: 5310.811523
	Iteration 20F: 3 clusters Score -6849128 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -6849375.000000 Penalty: 5310.811523
	Iteration 21Q: 3 clusters Score -6849375 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -6849533.000000 Penalty: 5310.811523
	Iteration 22Q: 3 clusters Score -6849533 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6849666.500000 Penalty: 5310.811523
	Iteration 23Q: 3 clusters Score -6849666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -6849750.000000 Penalty: 5310.811523
	Iteration 24Q: 3 clusters Score -6849750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -6849818.500000 Penalty: 5310.811523
	Iteration 25Q: 3 clusters Score -6849818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -6849858.000000 Penalty: 5310.811523
	Iteration 26Q: 3 clusters Score -6849858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6849873.000000 Penalty: 5310.811523
	Iteration 27Q: 3 clusters Score -6849873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -6849895.500000 Penalty: 5310.811523
	Iteration 28Q: 3 clusters Score -6849896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -6849907.500000 Penalty: 5310.811523
	Iteration 29Q: 3 clusters Score -6849908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -6849921.500000 Penalty: 5310.811523
	Iteration 30Q: 3 clusters Score -6849922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -6849925.000000 Penalty: 5310.811523
	Iteration 31Q: 3 clusters Score -6849925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -6849932.000000 Penalty: 5310.811523
	Iteration 32Q: 3 clusters Score -6849932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6849937.500000 Penalty: 5310.811523
	Iteration 33Q: 3 clusters Score -6849938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -6849946.000000 Penalty: 5310.811523
	Iteration 34Q: 3 clusters Score -6849946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -6849956.500000 Penalty: 5310.811523
	Iteration 35Q: 3 clusters Score -6849956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -6849962.000000 Penalty: 5310.811523
	Iteration 36Q: 3 clusters Score -6849962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -6849956.000000 Penalty: 5310.811523
	Iteration 37Q: 3 clusters Score -6849956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -6849960.000000 Penalty: 5310.811523
	Iteration 38Q: 3 clusters Score -6849960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -6849965.000000 Penalty: 5310.811523
	Iteration 39Q: 3 clusters Score -6849965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -6849977.000000 Penalty: 5310.811523
	Iteration 40F: 3 clusters Score -6849977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -6849973.500000 Penalty: 5310.811523
	Iteration 41Q: 3 clusters Score -6849974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6849989.000000 Penalty: 5310.811523
	Iteration 42Q: 3 clusters Score -6849989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6849990.500000 Penalty: 5310.811523
	Iteration 43Q: 3 clusters Score -6849990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -6849992.000000 Penalty: 5310.811523
	Iteration 44Q: 3 clusters Score -6849992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -6849991.500000 Penalty: 5310.811523
	Iteration 45Q: 3 clusters Score -6849992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6849989.000000 Penalty: 5310.811523
	Iteration 46Q: 3 clusters Score -6849989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -6849994.500000 Penalty: 5310.811523
	Iteration 47Q: 3 clusters Score -6849994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -6849993.000000 Penalty: 5310.811523
	Iteration 48Q: 3 clusters Score -6849993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -6849993.500000 Penalty: 5310.811523
	Iteration 49Q: 3 clusters Score -6849994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -6849990.500000 Penalty: 5310.811523
	Iteration 50Q: 3 clusters Score -6849990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -6849990.500000 Penalty: 5310.811523
	Iteration 51F: 3 clusters Score -6849990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Entering Unmasked Estep 
Score: -3645755.500000 Penalty: 2504.504150
	Iteration 0F: 2 clusters Score -3645756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3628951.000000 Penalty: 5009.008301
	Iteration 0F: 3 clusters Score -3628951 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3634693.750000 Penalty: 5009.008301
	Iteration 1F: 3 clusters Score -3634694 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3635224.250000 Penalty: 5009.008301
	Iteration 2F: 3 clusters Score -3635224 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3636013.000000 Penalty: 5009.008301
	Iteration 3F: 3 clusters Score -3636013 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3637512.750000 Penalty: 5009.008301
	Iteration 4F: 3 clusters Score -3637513 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3639743.000000 Penalty: 5009.008301
	Iteration 5F: 3 clusters Score -3639743 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3641922.000000 Penalty: 5009.008301
	Iteration 6F: 3 clusters Score -3641922 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3643589.500000 Penalty: 5009.008301
	Iteration 7F: 3 clusters Score -3643590 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3644478.250000 Penalty: 5009.008301
	Iteration 8Q: 3 clusters Score -3644478 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3644889.500000 Penalty: 5009.008301
	Iteration 9Q: 3 clusters Score -3644890 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3645152.500000 Penalty: 5009.008301
	Iteration 10Q: 3 clusters Score -3645152 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3645322.000000 Penalty: 5009.008301
	Iteration 11Q: 3 clusters Score -3645322 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3645487.750000 Penalty: 5009.008301
	Iteration 12Q: 3 clusters Score -3645488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3645691.250000 Penalty: 5009.008301
	Iteration 13Q: 3 clusters Score -3645691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3645765.250000 Penalty: 5009.008301
	Iteration 14Q: 3 clusters Score -3645765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3645790.000000 Penalty: 5009.008301
	Iteration 15Q: 3 clusters Score -3645790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3645810.500000 Penalty: 5009.008301
	Iteration 16Q: 3 clusters Score -3645810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3645819.250000 Penalty: 5009.008301
	Iteration 17Q: 3 clusters Score -3645819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3645830.500000 Penalty: 5009.008301
	Iteration 18Q: 3 clusters Score -3645830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3645834.000000 Penalty: 5009.008301
	Iteration 19Q: 3 clusters Score -3645834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3645840.000000 Penalty: 5009.008301
	Iteration 20F: 3 clusters Score -3645840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3645844.250000 Penalty: 5009.008301
	Iteration 21Q: 3 clusters Score -3645844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3645839.000000 Penalty: 5009.008301
	Iteration 22Q: 3 clusters Score -3645839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3645843.000000 Penalty: 5009.008301
	Iteration 23Q: 3 clusters Score -3645843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3645848.750000 Penalty: 5009.008301
	Iteration 24Q: 3 clusters Score -3645849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3645848.000000 Penalty: 5009.008301
	Iteration 25Q: 3 clusters Score -3645848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3645848.000000 Penalty: 5009.008301
	Iteration 26F: 3 clusters Score -3645848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 22561 members 
Entering Unmasked Estep 
Score: -70337680.000000 Penalty: 126339.585938
Splitting cluster 19 changes total score from -70337256.000000 to -70337680.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (16707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Entering Unmasked Estep 
Score: -2589912.250000 Penalty: 2411.448730
	Iteration 0F: 2 clusters Score -2589912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2577910.500000 Penalty: 4822.897461
	Iteration 0F: 3 clusters Score -2577910 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2581800.000000 Penalty: 4822.897461
	Iteration 1F: 3 clusters Score -2581800 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2582080.000000 Penalty: 4822.897461
	Iteration 2F: 3 clusters Score -2582080 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2582302.000000 Penalty: 4822.897461
	Iteration 3Q: 3 clusters Score -2582302 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2582497.000000 Penalty: 4822.897461
	Iteration 4Q: 3 clusters Score -2582497 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2582650.000000 Penalty: 4822.897461
	Iteration 5Q: 3 clusters Score -2582650 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2582828.000000 Penalty: 4822.897461
	Iteration 6Q: 3 clusters Score -2582828 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2583053.000000 Penalty: 4822.897461
	Iteration 7Q: 3 clusters Score -2583053 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2583277.250000 Penalty: 4822.897461
	Iteration 8Q: 3 clusters Score -2583277 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2583534.500000 Penalty: 4822.897461
	Iteration 9Q: 3 clusters Score -2583534 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2583841.250000 Penalty: 4822.897461
	Iteration 10Q: 3 clusters Score -2583841 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2584185.750000 Penalty: 4822.897461
	Iteration 11Q: 3 clusters Score -2584186 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2584572.250000 Penalty: 4822.897461
	Iteration 12Q: 3 clusters Score -2584572 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2584994.000000 Penalty: 4822.897461
	Iteration 13Q: 3 clusters Score -2584994 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2585415.500000 Penalty: 4822.897461
	Iteration 14Q: 3 clusters Score -2585416 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2585854.750000 Penalty: 4822.897461
	Iteration 15Q: 3 clusters Score -2585855 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2586208.500000 Penalty: 4822.897461
	Iteration 16Q: 3 clusters Score -2586208 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2586503.500000 Penalty: 4822.897461
	Iteration 17Q: 3 clusters Score -2586504 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2586738.000000 Penalty: 4822.897461
	Iteration 18Q: 3 clusters Score -2586738 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2586953.500000 Penalty: 4822.897461
	Iteration 19Q: 3 clusters Score -2586954 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2587141.250000 Penalty: 4822.897461
	Iteration 20F: 3 clusters Score -2587141 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2587315.500000 Penalty: 4822.897461
	Iteration 21Q: 3 clusters Score -2587316 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2587485.750000 Penalty: 4822.897461
	Iteration 22Q: 3 clusters Score -2587486 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2587613.500000 Penalty: 4822.897461
	Iteration 23Q: 3 clusters Score -2587614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2587683.750000 Penalty: 4822.897461
	Iteration 24Q: 3 clusters Score -2587684 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2587757.500000 Penalty: 4822.897461
	Iteration 25Q: 3 clusters Score -2587758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2587796.250000 Penalty: 4822.897461
	Iteration 26Q: 3 clusters Score -2587796 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2587822.750000 Penalty: 4822.897461
	Iteration 27Q: 3 clusters Score -2587823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2587832.000000 Penalty: 4822.897461
	Iteration 28Q: 3 clusters Score -2587832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2587848.750000 Penalty: 4822.897461
	Iteration 29Q: 3 clusters Score -2587849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2587854.750000 Penalty: 4822.897461
	Iteration 30Q: 3 clusters Score -2587855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2587866.500000 Penalty: 4822.897461
	Iteration 31Q: 3 clusters Score -2587866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2587874.000000 Penalty: 4822.897461
	Iteration 32Q: 3 clusters Score -2587874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2587878.250000 Penalty: 4822.897461
	Iteration 33Q: 3 clusters Score -2587878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2587882.000000 Penalty: 4822.897461
	Iteration 34Q: 3 clusters Score -2587882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2587884.750000 Penalty: 4822.897461
	Iteration 35Q: 3 clusters Score -2587885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2587880.750000 Penalty: 4822.897461
	Iteration 36Q: 3 clusters Score -2587881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2587884.250000 Penalty: 4822.897461
	Iteration 37Q: 3 clusters Score -2587884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2587890.750000 Penalty: 4822.897461
	Iteration 38Q: 3 clusters Score -2587891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2587894.750000 Penalty: 4822.897461
	Iteration 39Q: 3 clusters Score -2587895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2587901.750000 Penalty: 4822.897461
	Iteration 40F: 3 clusters Score -2587902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2587900.000000 Penalty: 4822.897461
	Iteration 41Q: 3 clusters Score -2587900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2587900.500000 Penalty: 4822.897461
	Iteration 42Q: 3 clusters Score -2587900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2587899.000000 Penalty: 4822.897461
	Iteration 43Q: 3 clusters Score -2587899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2587897.000000 Penalty: 4822.897461
	Iteration 44Q: 3 clusters Score -2587897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2587895.000000 Penalty: 4822.897461
	Iteration 45Q: 3 clusters Score -2587895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2587894.250000 Penalty: 4822.897461
	Iteration 46Q: 3 clusters Score -2587894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2587894.250000 Penalty: 4822.897461
	Iteration 47F: 3 clusters Score -2587894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -210671.156250 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -210671.2 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 728 members 
Entering Unmasked Estep 
Score: -208430.703125 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -208430.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -208845.640625 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -208845.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -209024.343750 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -209024.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209157.515625 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -209157.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -209265.843750 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -209265.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -209349.906250 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -209349.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209439.390625 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -209439.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209508.781250 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -209508.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209568.156250 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -209568.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209639.656250 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -209639.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209693.968750 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -209694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209752.046875 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -209752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209804.000000 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -209804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209835.171875 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -209835.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209861.406250 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -209861.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209875.062500 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -209875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209879.265625 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -209879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209880.843750 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -209880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209883.390625 Penalty: 3618.011230
	Iteration 18Q: 3 clusters Score -209883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209883.859375 Penalty: 3618.011230
	Iteration 19Q: 3 clusters Score -209883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209884.968750 Penalty: 3618.011230
	Iteration 20F: 3 clusters Score -209885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209889.781250 Penalty: 3618.011230
	Iteration 21Q: 3 clusters Score -209889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209896.187500 Penalty: 3618.011230
	Iteration 22Q: 3 clusters Score -209896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209901.484375 Penalty: 3618.011230
	Iteration 23Q: 3 clusters Score -209901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209901.890625 Penalty: 3618.011230
	Iteration 24Q: 3 clusters Score -209901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209901.890625 Penalty: 3618.011230
	Iteration 25F: 3 clusters Score -209901.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -39007.515625 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -39007.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37919.960938 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -37919.96 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39234.320312 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -39234.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39986.835938 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -39986.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40325.585938 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -40325.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40565.050781 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -40565.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40617.921875 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -40617.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40671.414062 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -40671.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40758.558594 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -40758.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40760.105469 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -40760.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40762.566406 Penalty: 3104.752441
	Iteration 9F: 3 clusters Score -40762.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40902.023438 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -40902.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40902.023438 Penalty: 3104.752441
	Iteration 11F: 3 clusters Score -40902.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 22561 members 
Mstep: Class 40 contains 238 members 
Entering Unmasked Estep 
Score: -70337944.000000 Penalty: 129579.062500
Splitting cluster 22 changes total score from -70337256.000000 to -70337944.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -36654.238281 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -36654.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35497.171875 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -35497.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35777.421875 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -35777.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36067.421875 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -36067.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36286.960938 Penalty: 2901.265137
	Iteration 3F: 3 clusters Score -36286.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36515.558594 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -36515.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36637.523438 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -36637.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36746.593750 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -36746.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36847.023438 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -36847.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36871.093750 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -36871.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36891.707031 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -36891.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36894.695312 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -36894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36905.570312 Penalty: 2901.265137
	Iteration 11F: 3 clusters Score -36905.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37020.871094 Penalty: 2901.265137
	Iteration 12Q: 3 clusters Score -37020.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37061.250000 Penalty: 2901.265137
	Iteration 13Q: 3 clusters Score -37061.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37089.859375 Penalty: 2901.265137
	Iteration 14Q: 3 clusters Score -37089.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37089.859375 Penalty: 2901.265137
	Iteration 15F: 3 clusters Score -37089.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 22561 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 186 members 
Entering Unmasked Estep 
Score: -70336608.000000 Penalty: 132818.546875
Splitting cluster 23 changes total score from -70337256.000000 to -70336608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -111182.000000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -111182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109386.992188 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -109387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -109682.804688 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -109682.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109772.960938 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -109773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109877.476562 Penalty: 3396.083740
	Iteration 3Q: 3 clusters Score -109877.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110071.320312 Penalty: 3396.083740
	Iteration 4F: 3 clusters Score -110071.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110319.078125 Penalty: 3396.083740
	Iteration 5F: 3 clusters Score -110319.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110551.828125 Penalty: 3396.083740
	Iteration 6F: 3 clusters Score -110551.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110726.835938 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -110726.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110833.507812 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -110833.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110895.203125 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -110895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110943.953125 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -110944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110983.773438 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -110983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110999.390625 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -110999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111011.031250 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -111011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111015.335938 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -111015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111017.265625 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -111017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111017.265625 Penalty: 3396.083740
	Iteration 16F: 3 clusters Score -111017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -330133.718750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -330133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -327370.968750 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -327371 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -327915.625000 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -327915.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -328071.468750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -328071.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -328168.156250 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -328168.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -328235.906250 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -328235.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -328297.218750 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -328297.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -328361.218750 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -328361.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -328419.718750 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -328419.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -328462.312500 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -328462.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -328498.562500 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -328498.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -328524.687500 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -328524.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -328555.468750 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -328555.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -328586.250000 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -328586.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -328619.218750 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -328619.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -328668.968750 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -328669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -328714.531250 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -328714.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -328760.125000 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -328760.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -328804.625000 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -328804.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -328847.625000 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -328847.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -328881.312500 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -328881.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -328906.812500 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -328906.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -328942.562500 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -328942.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -328973.875000 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -328973.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329003.562500 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -329003.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329035.968750 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -329036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -329068.218750 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -329068.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329091.593750 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -329091.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329119.718750 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -329119.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329140.093750 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -329140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -329156.968750 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -329157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329168.781250 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -329168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -329179.281250 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -329179.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -329188.406250 Penalty: 3819.571045
	Iteration 32Q: 3 clusters Score -329188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -329191.343750 Penalty: 3819.571045
	Iteration 33Q: 3 clusters Score -329191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -329194.593750 Penalty: 3819.571045
	Iteration 34Q: 3 clusters Score -329194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -329197.281250 Penalty: 3819.571045
	Iteration 35Q: 3 clusters Score -329197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -329198.468750 Penalty: 3819.571045
	Iteration 36Q: 3 clusters Score -329198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -329200.218750 Penalty: 3819.571045
	Iteration 37Q: 3 clusters Score -329200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329200.750000 Penalty: 3819.571045
	Iteration 38Q: 3 clusters Score -329200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329200.750000 Penalty: 3819.571045
	Iteration 39F: 3 clusters Score -329200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -178425.500000 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -178425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -176414.531250 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -176414.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -176817.625000 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -176817.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -176943.140625 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -176943.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -177018.875000 Penalty: 3545.969238
	Iteration 3Q: 3 clusters Score -177018.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -177063.437500 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -177063.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -177133.046875 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -177133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -177189.062500 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -177189.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177252.828125 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -177252.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177317.640625 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -177317.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -177398.515625 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -177398.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -177463.687500 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -177463.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -177536.171875 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -177536.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -177601.843750 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -177601.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177661.515625 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -177661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -177685.875000 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -177685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -177704.359375 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -177704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177712.859375 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -177712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177714.906250 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -177714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177716.890625 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -177716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177717.234375 Penalty: 3545.969238
	Iteration 19F: 3 clusters Score -177717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177721.843750 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -177721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177726.906250 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -177726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177741.406250 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -177741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177746.671875 Penalty: 3545.969238
	Iteration 23Q: 3 clusters Score -177746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -177749.515625 Penalty: 3545.969238
	Iteration 24Q: 3 clusters Score -177749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -177749.875000 Penalty: 3545.969238
	Iteration 25Q: 3 clusters Score -177749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -177749.875000 Penalty: 3545.969238
	Iteration 26F: 3 clusters Score -177749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -141118.250000 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -141118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139179.281250 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -139179.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139853.140625 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -139853.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140352.031250 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -140352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -140607.406250 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -140607.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -140761.671875 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -140761.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -140877.234375 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -140877.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -140965.125000 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -140965.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -141027.031250 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -141027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -141053.812500 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -141053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -141073.765625 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -141073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -141086.234375 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -141086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -141092.718750 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -141092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -141095.015625 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -141095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -141097.156250 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -141097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -141098.734375 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -141098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -141104.343750 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -141104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -141107.484375 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -141107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -141107.546875 Penalty: 3461.656006
	Iteration 17F: 3 clusters Score -141107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -141112.234375 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -141112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -141112.234375 Penalty: 3461.656006
	Iteration 19F: 3 clusters Score -141112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -54009.535156 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -54009.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52735.078125 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -52735.08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52918.949219 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -52918.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53061.894531 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -53061.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53234.851562 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -53234.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53367.066406 Penalty: 3001.836182
	Iteration 4F: 3 clusters Score -53367.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53486.667969 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -53486.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53569.101562 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -53569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53606.523438 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -53606.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53666.132812 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -53666.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53727.519531 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -53727.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53817.156250 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -53817.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53880.324219 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -53880.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53945.917969 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -53945.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53989.449219 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -53989.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54024.187500 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -54024.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54024.765625 Penalty: 3001.836182
	Iteration 15F: 3 clusters Score -54024.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54031.855469 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -54031.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54039.414062 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -54039.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54042.382812 Penalty: 3001.836182
	Iteration 18Q: 3 clusters Score -54042.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54042.382812 Penalty: 3001.836182
	Iteration 19F: 3 clusters Score -54042.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 215 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 22561 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 210 members 
Entering Unmasked Estep 
Score: -70336232.000000 Penalty: 132818.546875
Splitting cluster 28 changes total score from -70337256.000000 to -70336232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -336771.656250 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -336771.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -333919.156250 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -333919.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -334643.437500 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -334643.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -335012.812500 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -335012.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -335361.718750 Penalty: 3850.247559
	Iteration 3F: 3 clusters Score -335361.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -335692.406250 Penalty: 3850.247559
	Iteration 4F: 3 clusters Score -335692.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -335930.906250 Penalty: 3850.247559
	Iteration 5F: 3 clusters Score -335930.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -336087.437500 Penalty: 3850.247559
	Iteration 6F: 3 clusters Score -336087.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -336159.968750 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -336160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -336193.250000 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -336193.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -336209.656250 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -336209.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -336219.343750 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -336219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -336222.593750 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -336222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -336226.062500 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -336226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336226.937500 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -336226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -336227.593750 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -336227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -336229.437500 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -336229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -336230.437500 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -336230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -336231.531250 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -336231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -336231.531250 Penalty: 3850.247559
	Iteration 18F: 3 clusters Score -336231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Entering Unmasked Estep 
Score: -1504541.875000 Penalty: 2277.223389
	Iteration 0F: 2 clusters Score -1504542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1497111.500000 Penalty: 4554.446777
	Iteration 0F: 3 clusters Score -1497112 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1499293.375000 Penalty: 4554.446777
	Iteration 1F: 3 clusters Score -1499293 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1499647.750000 Penalty: 4554.446777
	Iteration 2F: 3 clusters Score -1499648 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1499947.125000 Penalty: 4554.446777
	Iteration 3F: 3 clusters Score -1499947 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1500215.375000 Penalty: 4554.446777
	Iteration 4Q: 3 clusters Score -1500215 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1500488.125000 Penalty: 4554.446777
	Iteration 5Q: 3 clusters Score -1500488 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1500786.500000 Penalty: 4554.446777
	Iteration 6Q: 3 clusters Score -1500786 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1501082.000000 Penalty: 4554.446777
	Iteration 7Q: 3 clusters Score -1501082 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1501355.625000 Penalty: 4554.446777
	Iteration 8Q: 3 clusters Score -1501356 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1501666.250000 Penalty: 4554.446777
	Iteration 9Q: 3 clusters Score -1501666 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1501937.375000 Penalty: 4554.446777
	Iteration 10Q: 3 clusters Score -1501937 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1502139.375000 Penalty: 4554.446777
	Iteration 11Q: 3 clusters Score -1502139 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1502273.750000 Penalty: 4554.446777
	Iteration 12Q: 3 clusters Score -1502274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1502349.875000 Penalty: 4554.446777
	Iteration 13Q: 3 clusters Score -1502350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1502409.750000 Penalty: 4554.446777
	Iteration 14Q: 3 clusters Score -1502410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1502454.125000 Penalty: 4554.446777
	Iteration 15Q: 3 clusters Score -1502454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1502488.125000 Penalty: 4554.446777
	Iteration 16Q: 3 clusters Score -1502488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1502512.375000 Penalty: 4554.446777
	Iteration 17Q: 3 clusters Score -1502512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1502523.875000 Penalty: 4554.446777
	Iteration 18Q: 3 clusters Score -1502524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1502532.875000 Penalty: 4554.446777
	Iteration 19Q: 3 clusters Score -1502533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1502540.125000 Penalty: 4554.446777
	Iteration 20F: 3 clusters Score -1502540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1502552.250000 Penalty: 4554.446777
	Iteration 21Q: 3 clusters Score -1502552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1502562.625000 Penalty: 4554.446777
	Iteration 22Q: 3 clusters Score -1502563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1502570.000000 Penalty: 4554.446777
	Iteration 23Q: 3 clusters Score -1502570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1502577.875000 Penalty: 4554.446777
	Iteration 24Q: 3 clusters Score -1502578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1502582.125000 Penalty: 4554.446777
	Iteration 25Q: 3 clusters Score -1502582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1502590.625000 Penalty: 4554.446777
	Iteration 26Q: 3 clusters Score -1502591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1502589.500000 Penalty: 4554.446777
	Iteration 27Q: 3 clusters Score -1502590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1502597.375000 Penalty: 4554.446777
	Iteration 28Q: 3 clusters Score -1502597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1502599.125000 Penalty: 4554.446777
	Iteration 29Q: 3 clusters Score -1502599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1502602.125000 Penalty: 4554.446777
	Iteration 30Q: 3 clusters Score -1502602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1502603.875000 Penalty: 4554.446777
	Iteration 31Q: 3 clusters Score -1502604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1502610.750000 Penalty: 4554.446777
	Iteration 32Q: 3 clusters Score -1502611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1502618.375000 Penalty: 4554.446777
	Iteration 33Q: 3 clusters Score -1502618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1502621.750000 Penalty: 4554.446777
	Iteration 34Q: 3 clusters Score -1502622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1502620.375000 Penalty: 4554.446777
	Iteration 35Q: 3 clusters Score -1502620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1502628.750000 Penalty: 4554.446777
	Iteration 36Q: 3 clusters Score -1502629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1502629.625000 Penalty: 4554.446777
	Iteration 37Q: 3 clusters Score -1502630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1502632.000000 Penalty: 4554.446777
	Iteration 38Q: 3 clusters Score -1502632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1502634.000000 Penalty: 4554.446777
	Iteration 39Q: 3 clusters Score -1502634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1502634.125000 Penalty: 4554.446777
	Iteration 40F: 3 clusters Score -1502634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1502634.875000 Penalty: 4554.446777
	Iteration 41Q: 3 clusters Score -1502635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1502632.875000 Penalty: 4554.446777
	Iteration 42Q: 3 clusters Score -1502633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1502636.875000 Penalty: 4554.446777
	Iteration 43Q: 3 clusters Score -1502637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1502638.625000 Penalty: 4554.446777
	Iteration 44Q: 3 clusters Score -1502639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1502637.875000 Penalty: 4554.446777
	Iteration 45Q: 3 clusters Score -1502638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1502638.750000 Penalty: 4554.446777
	Iteration 46Q: 3 clusters Score -1502639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1502641.375000 Penalty: 4554.446777
	Iteration 47Q: 3 clusters Score -1502641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1502643.000000 Penalty: 4554.446777
	Iteration 48Q: 3 clusters Score -1502643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1502644.750000 Penalty: 4554.446777
	Iteration 49Q: 3 clusters Score -1502645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1502649.375000 Penalty: 4554.446777
	Iteration 50Q: 3 clusters Score -1502649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1502648.875000 Penalty: 4554.446777
	Iteration 51Q: 3 clusters Score -1502649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1502655.125000 Penalty: 4554.446777
	Iteration 52Q: 3 clusters Score -1502655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1502652.500000 Penalty: 4554.446777
	Iteration 53Q: 3 clusters Score -1502652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1502652.625000 Penalty: 4554.446777
	Iteration 54Q: 3 clusters Score -1502653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1502654.625000 Penalty: 4554.446777
	Iteration 55Q: 3 clusters Score -1502655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1502654.625000 Penalty: 4554.446777
	Iteration 56F: 3 clusters Score -1502655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (154783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Entering Unmasked Estep 
Score: -23650354.000000 Penalty: 2963.545410
	Iteration 0F: 2 clusters Score -2.365035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -23548482.000000 Penalty: 5927.090820
	Iteration 0F: 3 clusters Score -2.354848e+07 nChanged 74006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -23592238.000000 Penalty: 5927.090820
	Iteration 1F: 3 clusters Score -2.359224e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -23593914.000000 Penalty: 5927.090820
	Iteration 2Q: 3 clusters Score -2.359391e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -23596598.000000 Penalty: 5927.090820
	Iteration 3Q: 3 clusters Score -2.35966e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -23601266.000000 Penalty: 5927.090820
	Iteration 4F: 3 clusters Score -2.360127e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -23609076.000000 Penalty: 5927.090820
	Iteration 5F: 3 clusters Score -2.360908e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -23620198.000000 Penalty: 5927.090820
	Iteration 6F: 3 clusters Score -2.36202e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -23632052.000000 Penalty: 5927.090820
	Iteration 7F: 3 clusters Score -2.363205e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -23641200.000000 Penalty: 5927.090820
	Iteration 8F: 3 clusters Score -2.36412e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -23645776.000000 Penalty: 5927.090820
	Iteration 9Q: 3 clusters Score -2.364578e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 154217 members 
Entering Unmasked Estep 
Score: -23647208.000000 Penalty: 5927.090820
	Iteration 10Q: 3 clusters Score -2.364721e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -23647536.000000 Penalty: 5927.090820
	Iteration 11Q: 3 clusters Score -2.364754e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 154558 members 
Entering Unmasked Estep 
Score: -23647640.000000 Penalty: 5927.090820
	Iteration 12Q: 3 clusters Score -2.364764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 154582 members 
Entering Unmasked Estep 
Score: -23647684.000000 Penalty: 5927.090820
	Iteration 13Q: 3 clusters Score -2.364768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154590 members 
Entering Unmasked Estep 
Score: -23647708.000000 Penalty: 5927.090820
	Iteration 14Q: 3 clusters Score -2.364771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -23647748.000000 Penalty: 5927.090820
	Iteration 15Q: 3 clusters Score -2.364775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -23647768.000000 Penalty: 5927.090820
	Iteration 16Q: 3 clusters Score -2.364777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -23647776.000000 Penalty: 5927.090820
	Iteration 17Q: 3 clusters Score -2.364778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154609 members 
Entering Unmasked Estep 
Score: -23647790.000000 Penalty: 5927.090820
	Iteration 18Q: 3 clusters Score -2.364779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -23647790.000000 Penalty: 5927.090820
	Iteration 19Q: 3 clusters Score -2.364779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -23647796.000000 Penalty: 5927.090820
	Iteration 20F: 3 clusters Score -2.36478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -134193.421875 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -134193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132341.484375 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -132341.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133235.640625 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -133235.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133938.078125 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -133938.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -135032.234375 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -135032.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135330.000000 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -135330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135561.187500 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -135561.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135732.781250 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -135732.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135798.593750 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -135798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135844.843750 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -135844.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135912.500000 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -135912.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135987.281250 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -135987.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136050.140625 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -136050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136113.890625 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -136113.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136165.296875 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -136165.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136237.062500 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -136237.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -136355.531250 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -136355.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -136505.781250 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -136505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136652.437500 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -136652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -136890.750000 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -136890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136944.421875 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -136944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -137225.906250 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -137225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137383.125000 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -137383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137383.125000 Penalty: 3456.549805
	Iteration 22F: 3 clusters Score -137383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 22561 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 790 members 
Entering Unmasked Estep 
Score: -70339656.000000 Penalty: 132818.546875
Splitting cluster 32 changes total score from -70337256.000000 to -70339656.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 33 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -100061.437500 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -100061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98353.882812 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -98353.88 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98587.257812 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -98587.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98644.351562 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -98644.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98664.820312 Penalty: 3287.508545
	Iteration 3Q: 3 clusters Score -98664.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98686.179688 Penalty: 3287.508545
	Iteration 4Q: 3 clusters Score -98686.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98705.671875 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -98705.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98710.703125 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -98710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98714.164062 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -98714.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98714.539062 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -98714.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98714.539062 Penalty: 3287.508545
	Iteration 9F: 3 clusters Score -98714.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -238112.781250 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -238112.8 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 848 members 
Entering Unmasked Estep 
Score: -235753.218750 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -235753.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -236280.046875 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -236280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -236416.296875 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -236416.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -236526.718750 Penalty: 3667.363770
	Iteration 3Q: 3 clusters Score -236526.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -236633.109375 Penalty: 3667.363770
	Iteration 4Q: 3 clusters Score -236633.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236742.078125 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -236742.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -236836.375000 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -236836.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -236915.578125 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -236915.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236967.765625 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -236967.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -237000.296875 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -237000.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -237020.125000 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -237020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -237029.546875 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -237029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237039.078125 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -237039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237045.437500 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -237045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -237047.406250 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -237047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237048.750000 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -237048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -237050.234375 Penalty: 3667.363770
	Iteration 16Q: 3 clusters Score -237050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237052.484375 Penalty: 3667.363770
	Iteration 17Q: 3 clusters Score -237052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237053.484375 Penalty: 3667.363770
	Iteration 18Q: 3 clusters Score -237053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237055.093750 Penalty: 3667.363770
	Iteration 19Q: 3 clusters Score -237055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237057.046875 Penalty: 3667.363770
	Iteration 20F: 3 clusters Score -237057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237060.359375 Penalty: 3667.363770
	Iteration 21Q: 3 clusters Score -237060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -237060.953125 Penalty: 3667.363770
	Iteration 22Q: 3 clusters Score -237061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237062.640625 Penalty: 3667.363770
	Iteration 23Q: 3 clusters Score -237062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237062.640625 Penalty: 3667.363770
	Iteration 24F: 3 clusters Score -237062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -64345.246094 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -64345.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62907.273438 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -62907.27 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63339.003906 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -63339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63511.640625 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -63511.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63604.714844 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -63604.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63687.917969 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -63687.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63754.203125 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -63754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63779.957031 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -63779.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63786.011719 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -63786.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63822.535156 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -63822.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63844.742188 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -63844.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63921.171875 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -63921.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63968.101562 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -63968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63994.085938 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -63994.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64016.066406 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -64016.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64041.378906 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -64041.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64083.273438 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -64083.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64100.199219 Penalty: 3133.313721
	Iteration 16Q: 3 clusters Score -64100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64112.796875 Penalty: 3133.313721
	Iteration 17Q: 3 clusters Score -64112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -64180.496094 Penalty: 3133.313721
	Iteration 18Q: 3 clusters Score -64180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64395.406250 Penalty: 3133.313721
	Iteration 19Q: 3 clusters Score -64395.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64630.777344 Penalty: 3133.313721
	Iteration 20F: 3 clusters Score -64630.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64978.445312 Penalty: 3133.313721
	Iteration 21Q: 3 clusters Score -64978.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65319.859375 Penalty: 3133.313721
	Iteration 22Q: 3 clusters Score -65319.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65350.917969 Penalty: 3133.313721
	Iteration 23Q: 3 clusters Score -65350.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65385.769531 Penalty: 3133.313721
	Iteration 24Q: 3 clusters Score -65385.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65424.757812 Penalty: 3133.313721
	Iteration 25Q: 3 clusters Score -65424.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65465.039062 Penalty: 3133.313721
	Iteration 26Q: 3 clusters Score -65465.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -65471.699219 Penalty: 3133.313721
	Iteration 27Q: 3 clusters Score -65471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65475.828125 Penalty: 3133.313721
	Iteration 28Q: 3 clusters Score -65475.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65480.324219 Penalty: 3133.313721
	Iteration 29Q: 3 clusters Score -65480.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65483.824219 Penalty: 3133.313721
	Iteration 30Q: 3 clusters Score -65483.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65483.824219 Penalty: 3133.313721
	Iteration 31F: 3 clusters Score -65483.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 391 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 22561 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 163 members 
Entering Unmasked Estep 
Score: -70339112.000000 Penalty: 136058.015625
Splitting cluster 36 changes total score from -70337256.000000 to -70339112.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 37 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -81328.976562 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -81328.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79846.062500 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -79846.06 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80268.796875 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -80268.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80485.046875 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -80485.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80671.046875 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -80671.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80914.554688 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -80914.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81069.734375 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -81069.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81197.500000 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -81197.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81236.406250 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -81236.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81242.695312 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -81242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81243.726562 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -81243.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81243.726562 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -81243.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37695.089844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37695.09 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 175 members 
Entering Unmasked Estep 
Score: -36490.753906 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36490.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36828.812500 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36828.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37149.378906 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -37149.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37253.972656 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -37253.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37376.542969 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -37376.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37459.125000 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -37459.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37497.667969 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -37497.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37521.425781 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -37521.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37551.210938 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -37551.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37561.390625 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -37561.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37564.257812 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -37564.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37564.257812 Penalty: 2905.534668
	Iteration 11F: 3 clusters Score -37564.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11599 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 16707 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 347 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 154783 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 391 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339656.000000 Penalty: 136058.015625
Iteration 119Q: 43 clusters Score -7.033966e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11309 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11602 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94697 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44665 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 16666 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 346 members 
Mstep: Class 24 contains 939 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 9708 members 
Mstep: Class 31 contains 154925 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 22241 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 778 members 
Mstep: Class 42 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340320.000000 Penalty: 136058.015625
Iteration 120F: 43 clusters Score -7.034032e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20948 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11605 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 94937 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44656 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 16624 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 290 members 
Mstep: Class 23 contains 346 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9702 members 
Mstep: Class 31 contains 154235 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 22740 members 
Mstep: Class 40 contains 240 members 
Mstep: Class 41 contains 774 members 
Mstep: Class 42 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340664.000000 Penalty: 136058.015625
Iteration 121Q: 43 clusters Score -7.034066e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11303 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20948 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11601 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37651 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 95156 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 44634 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 16585 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 344 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9697 members 
Mstep: Class 31 contains 153743 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 398 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23065 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 772 members 
Mstep: Class 42 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340928.000000 Penalty: 136058.015625
Iteration 122Q: 43 clusters Score -7.034093e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20945 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 11594 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37641 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 95387 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44619 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 16549 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 428 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9692 members 
Mstep: Class 31 contains 153331 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23290 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 768 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340920.000000 Penalty: 136058.015625
Iteration 123Q: 43 clusters Score -7.034092e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20941 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37637 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 95609 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44600 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 16506 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9683 members 
Mstep: Class 31 contains 152994 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23459 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 763 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340944.000000 Penalty: 136058.015625
Iteration 124Q: 43 clusters Score -7.034094e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20938 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 11591 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37628 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 95835 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44592 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 16447 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9669 members 
Mstep: Class 31 contains 152722 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23578 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 760 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341008.000000 Penalty: 136058.015625
Iteration 125Q: 43 clusters Score -7.034101e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20927 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 11592 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37622 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 96036 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44581 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 16397 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9662 members 
Mstep: Class 31 contains 152514 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23645 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341048.000000 Penalty: 136058.015625
Iteration 126Q: 43 clusters Score -7.034105e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20915 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 282 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 11592 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37619 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 96244 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44569 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 16359 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9654 members 
Mstep: Class 31 contains 152293 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23717 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 756 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341184.000000 Penalty: 136058.015625
Iteration 127Q: 43 clusters Score -7.034118e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20911 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 283 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 11592 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37618 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 96429 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44561 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 16302 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9648 members 
Mstep: Class 31 contains 152118 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23772 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 755 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341280.000000 Penalty: 136058.015625
Iteration 128Q: 43 clusters Score -7.034128e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20906 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 11592 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37614 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 96618 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44553 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 16256 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9636 members 
Mstep: Class 31 contains 151959 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23806 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 754 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341296.000000 Penalty: 136058.015625
Iteration 129Q: 43 clusters Score -7.03413e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20903 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 11590 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37608 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 96808 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9629 members 
Mstep: Class 31 contains 151795 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23843 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341336.000000 Penalty: 136058.015625
Iteration 130Q: 43 clusters Score -7.034134e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20897 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37604 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 97009 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44532 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 16150 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9623 members 
Mstep: Class 31 contains 151633 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23872 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341360.000000 Penalty: 136058.015625
Iteration 131Q: 43 clusters Score -7.034136e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20893 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 11588 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 97203 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 16082 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 151502 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23894 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341400.000000 Penalty: 136058.015625
Iteration 132Q: 43 clusters Score -7.03414e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20889 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 11585 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37595 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 97394 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 16028 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9608 members 
Mstep: Class 31 contains 151368 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23918 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341336.000000 Penalty: 136058.015625
Iteration 133Q: 43 clusters Score -7.034134e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20879 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11582 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37592 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 97591 members 
Mstep: Class 14 contains 1850 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44504 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 15971 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9599 members 
Mstep: Class 31 contains 151240 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23934 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341272.000000 Penalty: 136058.015625
Iteration 134Q: 43 clusters Score -7.034127e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20869 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 11579 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37593 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 97778 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44499 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 15914 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9592 members 
Mstep: Class 31 contains 151115 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23948 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341400.000000 Penalty: 136058.015625
Iteration 135Q: 43 clusters Score -7.03414e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20864 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11577 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37597 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 97967 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44489 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 15855 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9587 members 
Mstep: Class 31 contains 151000 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23959 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341400.000000 Penalty: 136058.015625
Iteration 136Q: 43 clusters Score -7.03414e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20858 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 98172 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44481 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 15780 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9574 members 
Mstep: Class 31 contains 150891 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23964 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341400.000000 Penalty: 136058.015625
Iteration 137Q: 43 clusters Score -7.03414e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20856 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37596 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 98363 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44477 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15702 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9568 members 
Mstep: Class 31 contains 150779 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23975 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341416.000000 Penalty: 136058.015625
Iteration 138Q: 43 clusters Score -7.034142e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20855 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 11572 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 98540 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44476 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9558 members 
Mstep: Class 31 contains 150674 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23987 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341464.000000 Penalty: 136058.015625
Iteration 139Q: 43 clusters Score -7.034146e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20854 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 98708 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44474 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15567 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 150579 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 23994 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341512.000000 Penalty: 136058.015625
Iteration 140F: 43 clusters Score -7.034151e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20850 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 11570 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 98916 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44469 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 150462 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24004 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341496.000000 Penalty: 136058.015625
Iteration 141Q: 43 clusters Score -7.03415e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11274 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20845 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11567 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37595 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 99118 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44468 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15403 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9537 members 
Mstep: Class 31 contains 150353 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24018 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 142Q: 43 clusters Score -7.034162e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20842 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37593 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 99318 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44466 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15316 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9529 members 
Mstep: Class 31 contains 150246 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24031 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341488.000000 Penalty: 136058.015625
Iteration 143Q: 43 clusters Score -7.034149e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20835 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5144 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37590 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 99519 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44460 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15228 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9516 members 
Mstep: Class 31 contains 150157 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24037 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341432.000000 Penalty: 136058.015625
Iteration 144Q: 43 clusters Score -7.034143e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20830 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37585 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 99714 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44449 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15143 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 9506 members 
Mstep: Class 31 contains 150067 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24046 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341416.000000 Penalty: 136058.015625
Iteration 145Q: 43 clusters Score -7.034142e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20823 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37587 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 99906 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44448 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 15055 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 149980 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24053 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341408.000000 Penalty: 136058.015625
Iteration 146Q: 43 clusters Score -7.034141e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20821 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37588 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 100068 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44443 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 14977 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9483 members 
Mstep: Class 31 contains 149903 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24060 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341448.000000 Penalty: 136058.015625
Iteration 147Q: 43 clusters Score -7.034145e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20818 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37589 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 100217 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44438 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 14896 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9482 members 
Mstep: Class 31 contains 149836 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24066 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341416.000000 Penalty: 136058.015625
Iteration 148Q: 43 clusters Score -7.034142e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20816 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 11559 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37591 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 100345 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44433 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 14850 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9478 members 
Mstep: Class 31 contains 149760 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24074 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341472.000000 Penalty: 136058.015625
Iteration 149Q: 43 clusters Score -7.034147e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20811 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 100475 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44426 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 14799 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 149698 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24079 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341456.000000 Penalty: 136058.015625
Iteration 150Q: 43 clusters Score -7.034146e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20805 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 100611 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44415 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2348 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 149638 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24084 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341480.000000 Penalty: 136058.015625
Iteration 151Q: 43 clusters Score -7.034148e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20804 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 100728 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44415 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2347 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 149591 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24086 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 152Q: 43 clusters Score -7.03415e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20802 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 100858 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44414 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 14607 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 149544 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24087 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341560.000000 Penalty: 136058.015625
Iteration 153Q: 43 clusters Score -7.034156e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20799 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 100971 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 14543 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 9433 members 
Mstep: Class 31 contains 149506 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24090 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 154Q: 43 clusters Score -7.03415e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20796 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 11555 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 101099 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 14474 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 9427 members 
Mstep: Class 31 contains 149456 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24088 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 155Q: 43 clusters Score -7.03415e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20790 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37596 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 101256 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 14399 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 149401 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24083 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341512.000000 Penalty: 136058.015625
Iteration 156Q: 43 clusters Score -7.034151e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20786 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 11555 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37596 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 101397 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44392 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14338 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9413 members 
Mstep: Class 31 contains 149345 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24084 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341432.000000 Penalty: 136058.015625
Iteration 157Q: 43 clusters Score -7.034143e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20784 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37596 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101523 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44384 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14277 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9409 members 
Mstep: Class 31 contains 149296 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24088 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341464.000000 Penalty: 136058.015625
Iteration 158Q: 43 clusters Score -7.034146e+07 nChanged 184
Entering ConstructFrom: 
Score: -70341464.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (9693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Entering Unmasked Estep 
Score: -1472844.375000 Penalty: 2276.431396
	Iteration 0F: 2 clusters Score -1472844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1465396.500000 Penalty: 4552.862793
	Iteration 0F: 3 clusters Score -1465396 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1467715.500000 Penalty: 4552.862793
	Iteration 1F: 3 clusters Score -1467716 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1468251.375000 Penalty: 4552.862793
	Iteration 2F: 3 clusters Score -1468251 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1468717.125000 Penalty: 4552.862793
	Iteration 3F: 3 clusters Score -1468717 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1469209.375000 Penalty: 4552.862793
	Iteration 4F: 3 clusters Score -1469209 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1469710.125000 Penalty: 4552.862793
	Iteration 5F: 3 clusters Score -1469710 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1470206.500000 Penalty: 4552.862793
	Iteration 6F: 3 clusters Score -1470206 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1470652.125000 Penalty: 4552.862793
	Iteration 7F: 3 clusters Score -1470652 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1470957.875000 Penalty: 4552.862793
	Iteration 8Q: 3 clusters Score -1470958 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1471134.250000 Penalty: 4552.862793
	Iteration 9Q: 3 clusters Score -1471134 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1471239.000000 Penalty: 4552.862793
	Iteration 10Q: 3 clusters Score -1471239 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1471299.625000 Penalty: 4552.862793
	Iteration 11Q: 3 clusters Score -1471300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1471353.625000 Penalty: 4552.862793
	Iteration 12Q: 3 clusters Score -1471354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1471383.250000 Penalty: 4552.862793
	Iteration 13Q: 3 clusters Score -1471383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1471406.375000 Penalty: 4552.862793
	Iteration 14Q: 3 clusters Score -1471406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1471421.000000 Penalty: 4552.862793
	Iteration 15Q: 3 clusters Score -1471421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1471431.250000 Penalty: 4552.862793
	Iteration 16Q: 3 clusters Score -1471431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1471442.375000 Penalty: 4552.862793
	Iteration 17Q: 3 clusters Score -1471442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1471461.125000 Penalty: 4552.862793
	Iteration 18Q: 3 clusters Score -1471461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1471467.875000 Penalty: 4552.862793
	Iteration 19Q: 3 clusters Score -1471468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1471480.375000 Penalty: 4552.862793
	Iteration 20F: 3 clusters Score -1471480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1471490.125000 Penalty: 4552.862793
	Iteration 21Q: 3 clusters Score -1471490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1471497.000000 Penalty: 4552.862793
	Iteration 22Q: 3 clusters Score -1471497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1471509.250000 Penalty: 4552.862793
	Iteration 23Q: 3 clusters Score -1471509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1471522.500000 Penalty: 4552.862793
	Iteration 24Q: 3 clusters Score -1471522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1471532.375000 Penalty: 4552.862793
	Iteration 25Q: 3 clusters Score -1471532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1471538.375000 Penalty: 4552.862793
	Iteration 26Q: 3 clusters Score -1471538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1471554.375000 Penalty: 4552.862793
	Iteration 27Q: 3 clusters Score -1471554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1471548.750000 Penalty: 4552.862793
	Iteration 28Q: 3 clusters Score -1471549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1471557.750000 Penalty: 4552.862793
	Iteration 29Q: 3 clusters Score -1471558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1471564.250000 Penalty: 4552.862793
	Iteration 30Q: 3 clusters Score -1471564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1471562.250000 Penalty: 4552.862793
	Iteration 31Q: 3 clusters Score -1471562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1471565.750000 Penalty: 4552.862793
	Iteration 32Q: 3 clusters Score -1471566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1471568.750000 Penalty: 4552.862793
	Iteration 33Q: 3 clusters Score -1471569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1471570.625000 Penalty: 4552.862793
	Iteration 34Q: 3 clusters Score -1471571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1471573.250000 Penalty: 4552.862793
	Iteration 35Q: 3 clusters Score -1471573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1471571.875000 Penalty: 4552.862793
	Iteration 36Q: 3 clusters Score -1471572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1471569.750000 Penalty: 4552.862793
	Iteration 37Q: 3 clusters Score -1471570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1471572.500000 Penalty: 4552.862793
	Iteration 38Q: 3 clusters Score -1471572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1471571.750000 Penalty: 4552.862793
	Iteration 39Q: 3 clusters Score -1471572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1471571.750000 Penalty: 4552.862793
	Iteration 40F: 3 clusters Score -1471572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1633459.125000 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -1633459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1624981.375000 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -1624981 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1627624.250000 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -1627624 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1628117.625000 Penalty: 4628.202148
	Iteration 2F: 3 clusters Score -1628118 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1628573.875000 Penalty: 4628.202148
	Iteration 3F: 3 clusters Score -1628574 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1629004.625000 Penalty: 4628.202148
	Iteration 4F: 3 clusters Score -1629005 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1629492.750000 Penalty: 4628.202148
	Iteration 5F: 3 clusters Score -1629493 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1629979.875000 Penalty: 4628.202148
	Iteration 6F: 3 clusters Score -1629980 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1630390.375000 Penalty: 4628.202148
	Iteration 7F: 3 clusters Score -1630390 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1630778.250000 Penalty: 4628.202148
	Iteration 8Q: 3 clusters Score -1630778 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1631109.125000 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -1631109 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1631411.750000 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -1631412 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1631701.000000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -1631701 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1631946.125000 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -1631946 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1632152.375000 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -1632152 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1632311.375000 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -1632311 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1632404.500000 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -1632404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1632486.500000 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -1632486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1632541.875000 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -1632542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1632587.875000 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -1632588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1632624.000000 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -1632624 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1632664.875000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -1632665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1632698.875000 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -1632699 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1632730.625000 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -1632731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1632768.125000 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -1632768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1632805.500000 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -1632806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1632843.750000 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -1632844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1632874.375000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -1632874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1632904.500000 Penalty: 4628.202148
	Iteration 27Q: 3 clusters Score -1632904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1632951.000000 Penalty: 4628.202148
	Iteration 28Q: 3 clusters Score -1632951 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1633017.375000 Penalty: 4628.202148
	Iteration 29Q: 3 clusters Score -1633017 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1633091.500000 Penalty: 4628.202148
	Iteration 30Q: 3 clusters Score -1633092 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1633160.125000 Penalty: 4628.202148
	Iteration 31Q: 3 clusters Score -1633160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1633225.625000 Penalty: 4628.202148
	Iteration 32Q: 3 clusters Score -1633226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1633278.375000 Penalty: 4628.202148
	Iteration 33Q: 3 clusters Score -1633278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1633316.125000 Penalty: 4628.202148
	Iteration 34Q: 3 clusters Score -1633316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1633340.500000 Penalty: 4628.202148
	Iteration 35Q: 3 clusters Score -1633340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1633380.250000 Penalty: 4628.202148
	Iteration 36Q: 3 clusters Score -1633380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1633397.125000 Penalty: 4628.202148
	Iteration 37Q: 3 clusters Score -1633397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1633419.875000 Penalty: 4628.202148
	Iteration 38Q: 3 clusters Score -1633420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1633442.625000 Penalty: 4628.202148
	Iteration 39Q: 3 clusters Score -1633443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1633451.625000 Penalty: 4628.202148
	Iteration 40F: 3 clusters Score -1633452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1633465.750000 Penalty: 4628.202148
	Iteration 41Q: 3 clusters Score -1633466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1633476.250000 Penalty: 4628.202148
	Iteration 42Q: 3 clusters Score -1633476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1633481.750000 Penalty: 4628.202148
	Iteration 43Q: 3 clusters Score -1633482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1633486.625000 Penalty: 4628.202148
	Iteration 44Q: 3 clusters Score -1633487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1633490.625000 Penalty: 4628.202148
	Iteration 45Q: 3 clusters Score -1633491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1633496.375000 Penalty: 4628.202148
	Iteration 46Q: 3 clusters Score -1633496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1633492.125000 Penalty: 4628.202148
	Iteration 47Q: 3 clusters Score -1633492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1633493.250000 Penalty: 4628.202148
	Iteration 48Q: 3 clusters Score -1633493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1633493.375000 Penalty: 4628.202148
	Iteration 49Q: 3 clusters Score -1633493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1633492.375000 Penalty: 4628.202148
	Iteration 50Q: 3 clusters Score -1633492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1633493.125000 Penalty: 4628.202148
	Iteration 51Q: 3 clusters Score -1633493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1633492.625000 Penalty: 4628.202148
	Iteration 52Q: 3 clusters Score -1633493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1633489.625000 Penalty: 4628.202148
	Iteration 53Q: 3 clusters Score -1633490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1633494.875000 Penalty: 4628.202148
	Iteration 54Q: 3 clusters Score -1633495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 4628.202148
	Iteration 55Q: 3 clusters Score -1633494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 4628.202148
	Iteration 56F: 3 clusters Score -1633494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101634 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 149253 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 2553 members 
Entering Unmasked Estep 
Score: -70340520.000000 Penalty: 139297.500000
Splitting cluster 2 changes total score from -70341464.000000 to -70340520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -125854.070312 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -125854.1 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 456 members 
Entering Unmasked Estep 
Score: -124040.257812 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -124040.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124651.804688 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -124651.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -125226.007812 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -125226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -125496.992188 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -125497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -125633.250000 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -125633.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -125712.195312 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -125712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -125745.750000 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -125745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -125770.406250 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -125770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -125794.367188 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -125794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -125805.632812 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -125805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -125813.984375 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -125814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -125821.398438 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -125821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -125827.781250 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -125827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125833.117188 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -125833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125833.117188 Penalty: 3378.377197
	Iteration 14F: 3 clusters Score -125833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Entering Unmasked Estep 
Score: -3232255.500000 Penalty: 2465.588867
	Iteration 0F: 2 clusters Score -3232256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3217672.000000 Penalty: 4931.177734
	Iteration 0F: 3 clusters Score -3217672 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3222608.750000 Penalty: 4931.177734
	Iteration 1F: 3 clusters Score -3222609 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3223166.250000 Penalty: 4931.177734
	Iteration 2F: 3 clusters Score -3223166 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3223663.000000 Penalty: 4931.177734
	Iteration 3F: 3 clusters Score -3223663 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3224206.250000 Penalty: 4931.177734
	Iteration 4F: 3 clusters Score -3224206 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3224864.500000 Penalty: 4931.177734
	Iteration 5F: 3 clusters Score -3224864 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3225719.500000 Penalty: 4931.177734
	Iteration 6F: 3 clusters Score -3225720 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3226808.750000 Penalty: 4931.177734
	Iteration 7F: 3 clusters Score -3226809 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3227961.250000 Penalty: 4931.177734
	Iteration 8F: 3 clusters Score -3227961 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3228949.500000 Penalty: 4931.177734
	Iteration 9F: 3 clusters Score -3228950 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3229615.500000 Penalty: 4931.177734
	Iteration 10Q: 3 clusters Score -3229616 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3230043.250000 Penalty: 4931.177734
	Iteration 11Q: 3 clusters Score -3230043 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3230355.250000 Penalty: 4931.177734
	Iteration 12Q: 3 clusters Score -3230355 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3230530.250000 Penalty: 4931.177734
	Iteration 13Q: 3 clusters Score -3230530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3230643.500000 Penalty: 4931.177734
	Iteration 14Q: 3 clusters Score -3230644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3230695.000000 Penalty: 4931.177734
	Iteration 15Q: 3 clusters Score -3230695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3230728.750000 Penalty: 4931.177734
	Iteration 16Q: 3 clusters Score -3230729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3230751.000000 Penalty: 4931.177734
	Iteration 17Q: 3 clusters Score -3230751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3230765.500000 Penalty: 4931.177734
	Iteration 18Q: 3 clusters Score -3230766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3230763.750000 Penalty: 4931.177734
	Iteration 19Q: 3 clusters Score -3230764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3230769.000000 Penalty: 4931.177734
	Iteration 20F: 3 clusters Score -3230769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3230774.250000 Penalty: 4931.177734
	Iteration 21Q: 3 clusters Score -3230774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3230778.000000 Penalty: 4931.177734
	Iteration 22Q: 3 clusters Score -3230778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3230786.750000 Penalty: 4931.177734
	Iteration 23Q: 3 clusters Score -3230787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3230788.750000 Penalty: 4931.177734
	Iteration 24Q: 3 clusters Score -3230789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3230789.250000 Penalty: 4931.177734
	Iteration 25Q: 3 clusters Score -3230789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3230788.500000 Penalty: 4931.177734
	Iteration 26Q: 3 clusters Score -3230788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3230795.750000 Penalty: 4931.177734
	Iteration 27Q: 3 clusters Score -3230796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3230791.500000 Penalty: 4931.177734
	Iteration 28Q: 3 clusters Score -3230792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3230795.500000 Penalty: 4931.177734
	Iteration 29Q: 3 clusters Score -3230796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3230797.500000 Penalty: 4931.177734
	Iteration 30Q: 3 clusters Score -3230798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3230793.750000 Penalty: 4931.177734
	Iteration 31Q: 3 clusters Score -3230794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3230793.750000 Penalty: 4931.177734
	Iteration 32F: 3 clusters Score -3230794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -325602.031250 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -325602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -322878.812500 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -322878.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -323370.250000 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -323370.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -323538.375000 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -323538.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -323677.062500 Penalty: 3811.880859
	Iteration 3F: 3 clusters Score -323677.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -323800.875000 Penalty: 3811.880859
	Iteration 4Q: 3 clusters Score -323800.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -323879.906250 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -323879.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -323950.687500 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -323950.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -324049.000000 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -324049 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -324128.375000 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -324128.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -324199.562500 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -324199.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -324254.468750 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -324254.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -324320.593750 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -324320.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -324367.250000 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -324367.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -324406.562500 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -324406.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324430.250000 Penalty: 3811.880859
	Iteration 14Q: 3 clusters Score -324430.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -324448.218750 Penalty: 3811.880859
	Iteration 15Q: 3 clusters Score -324448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -324461.968750 Penalty: 3811.880859
	Iteration 16Q: 3 clusters Score -324462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -324470.281250 Penalty: 3811.880859
	Iteration 17Q: 3 clusters Score -324470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -324471.843750 Penalty: 3811.880859
	Iteration 18Q: 3 clusters Score -324471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -324472.250000 Penalty: 3811.880859
	Iteration 19Q: 3 clusters Score -324472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -324472.843750 Penalty: 3811.880859
	Iteration 20F: 3 clusters Score -324472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -35794.230469 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -35794.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34554.730469 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34554.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34707.246094 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34707.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34763.691406 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -34763.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34879.800781 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -34879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34990.281250 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -34990.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35038.089844 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -35038.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35066.761719 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -35066.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35075.230469 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -35075.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35075.230469 Penalty: 2805.372070
	Iteration 8F: 3 clusters Score -35075.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -44030.085938 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -44030.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42706.082031 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -42706.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42850.875000 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42850.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42938.140625 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -42938.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43003.777344 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -43003.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43033.121094 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -43033.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43072.664062 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -43072.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -43092.199219 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -43092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43095.867188 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -43095.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43098.238281 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -43098.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43106.910156 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -43106.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43110.500000 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -43110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -43119.125000 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -43119.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43134.820312 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -43134.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43150.980469 Penalty: 2896.958252
	Iteration 13Q: 3 clusters Score -43150.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -43218.328125 Penalty: 2896.958252
	Iteration 14Q: 3 clusters Score -43218.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43257.300781 Penalty: 2896.958252
	Iteration 15Q: 3 clusters Score -43257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -43307.546875 Penalty: 2896.958252
	Iteration 16Q: 3 clusters Score -43307.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -43376.324219 Penalty: 2896.958252
	Iteration 17Q: 3 clusters Score -43376.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -43427.992188 Penalty: 2896.958252
	Iteration 18Q: 3 clusters Score -43427.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -43447.683594 Penalty: 2896.958252
	Iteration 19Q: 3 clusters Score -43447.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43482.914062 Penalty: 2896.958252
	Iteration 20F: 3 clusters Score -43482.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43515.007812 Penalty: 2896.958252
	Iteration 21Q: 3 clusters Score -43515.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43535.511719 Penalty: 2896.958252
	Iteration 22Q: 3 clusters Score -43535.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43540.320312 Penalty: 2896.958252
	Iteration 23Q: 3 clusters Score -43540.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43545.476562 Penalty: 2896.958252
	Iteration 24Q: 3 clusters Score -43545.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43545.476562 Penalty: 2896.958252
	Iteration 25F: 3 clusters Score -43545.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -748586.875000 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -748586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -743968.687500 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -743968.7 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -745062.187500 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -745062.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -745324.687500 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -745324.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -745496.250000 Penalty: 4236.678711
	Iteration 3F: 3 clusters Score -745496.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -745621.437500 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -745621.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -745721.125000 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -745721.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -745789.250000 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -745789.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -745843.500000 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -745843.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -745884.812500 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -745884.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -745917.250000 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -745917.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -745947.750000 Penalty: 4236.678711
	Iteration 10Q: 3 clusters Score -745947.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -745982.750000 Penalty: 4236.678711
	Iteration 11Q: 3 clusters Score -745982.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -746027.625000 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -746027.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -746073.687500 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -746073.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -746119.937500 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -746119.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -746156.187500 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -746156.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -746193.187500 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -746193.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -746236.187500 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -746236.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -746285.562500 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -746285.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -746336.375000 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -746336.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -746392.375000 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -746392.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -746451.625000 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -746451.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -746504.000000 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -746504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -746555.000000 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -746555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -746603.562500 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -746603.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -746655.812500 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -746655.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -746700.187500 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -746700.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -746740.625000 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -746740.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -746766.500000 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -746766.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -746784.437500 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -746784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -746787.500000 Penalty: 4236.678711
	Iteration 30Q: 3 clusters Score -746787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -746790.687500 Penalty: 4236.678711
	Iteration 31Q: 3 clusters Score -746790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -746796.125000 Penalty: 4236.678711
	Iteration 32Q: 3 clusters Score -746796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -746800.312500 Penalty: 4236.678711
	Iteration 33Q: 3 clusters Score -746800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -746801.812500 Penalty: 4236.678711
	Iteration 34Q: 3 clusters Score -746801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -746803.062500 Penalty: 4236.678711
	Iteration 35Q: 3 clusters Score -746803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -746806.687500 Penalty: 4236.678711
	Iteration 36Q: 3 clusters Score -746806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -746806.875000 Penalty: 4236.678711
	Iteration 37Q: 3 clusters Score -746806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -746807.250000 Penalty: 4236.678711
	Iteration 38Q: 3 clusters Score -746807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -746808.062500 Penalty: 4236.678711
	Iteration 39Q: 3 clusters Score -746808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -746812.125000 Penalty: 4236.678711
	Iteration 40F: 3 clusters Score -746812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -746812.250000 Penalty: 4236.678711
	Iteration 41Q: 3 clusters Score -746812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -746812.250000 Penalty: 4236.678711
	Iteration 42F: 3 clusters Score -746812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Entering Unmasked Estep 
Score: -1739991.000000 Penalty: 2319.944336
	Iteration 0F: 2 clusters Score -1739991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1731229.875000 Penalty: 4639.888672
	Iteration 0F: 3 clusters Score -1731230 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1733847.000000 Penalty: 4639.888672
	Iteration 1F: 3 clusters Score -1733847 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1734191.375000 Penalty: 4639.888672
	Iteration 2F: 3 clusters Score -1734191 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1734435.500000 Penalty: 4639.888672
	Iteration 3F: 3 clusters Score -1734436 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1734649.000000 Penalty: 4639.888672
	Iteration 4Q: 3 clusters Score -1734649 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1734855.125000 Penalty: 4639.888672
	Iteration 5Q: 3 clusters Score -1734855 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1735064.750000 Penalty: 4639.888672
	Iteration 6Q: 3 clusters Score -1735065 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1735280.375000 Penalty: 4639.888672
	Iteration 7Q: 3 clusters Score -1735280 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1735479.125000 Penalty: 4639.888672
	Iteration 8Q: 3 clusters Score -1735479 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1735687.625000 Penalty: 4639.888672
	Iteration 9Q: 3 clusters Score -1735688 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1735911.750000 Penalty: 4639.888672
	Iteration 10Q: 3 clusters Score -1735912 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1736177.625000 Penalty: 4639.888672
	Iteration 11Q: 3 clusters Score -1736178 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1736433.750000 Penalty: 4639.888672
	Iteration 12Q: 3 clusters Score -1736434 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1736728.625000 Penalty: 4639.888672
	Iteration 13Q: 3 clusters Score -1736729 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1737031.625000 Penalty: 4639.888672
	Iteration 14Q: 3 clusters Score -1737032 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1737292.750000 Penalty: 4639.888672
	Iteration 15Q: 3 clusters Score -1737293 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1737508.750000 Penalty: 4639.888672
	Iteration 16Q: 3 clusters Score -1737509 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1737659.500000 Penalty: 4639.888672
	Iteration 17Q: 3 clusters Score -1737660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1737756.000000 Penalty: 4639.888672
	Iteration 18Q: 3 clusters Score -1737756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1737838.625000 Penalty: 4639.888672
	Iteration 19Q: 3 clusters Score -1737839 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1737908.625000 Penalty: 4639.888672
	Iteration 20F: 3 clusters Score -1737909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1737955.625000 Penalty: 4639.888672
	Iteration 21Q: 3 clusters Score -1737956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1738000.125000 Penalty: 4639.888672
	Iteration 22Q: 3 clusters Score -1738000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1738032.000000 Penalty: 4639.888672
	Iteration 23Q: 3 clusters Score -1738032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1738049.125000 Penalty: 4639.888672
	Iteration 24Q: 3 clusters Score -1738049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1738060.000000 Penalty: 4639.888672
	Iteration 25Q: 3 clusters Score -1738060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1738069.375000 Penalty: 4639.888672
	Iteration 26Q: 3 clusters Score -1738069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1738083.375000 Penalty: 4639.888672
	Iteration 27Q: 3 clusters Score -1738083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1738092.375000 Penalty: 4639.888672
	Iteration 28Q: 3 clusters Score -1738092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1738095.375000 Penalty: 4639.888672
	Iteration 29Q: 3 clusters Score -1738095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1738105.875000 Penalty: 4639.888672
	Iteration 30Q: 3 clusters Score -1738106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1738106.000000 Penalty: 4639.888672
	Iteration 31Q: 3 clusters Score -1738106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1738106.625000 Penalty: 4639.888672
	Iteration 32Q: 3 clusters Score -1738107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1738108.250000 Penalty: 4639.888672
	Iteration 33Q: 3 clusters Score -1738108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1738108.875000 Penalty: 4639.888672
	Iteration 34Q: 3 clusters Score -1738109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1738108.875000 Penalty: 4639.888672
	Iteration 35F: 3 clusters Score -1738109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -349371.343750 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -349371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -346557.906250 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -346557.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -347126.218750 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -347126.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -347279.343750 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -347279.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -347355.062500 Penalty: 3845.584473
	Iteration 3Q: 3 clusters Score -347355.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -347414.281250 Penalty: 3845.584473
	Iteration 4Q: 3 clusters Score -347414.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -347449.781250 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -347449.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -347478.343750 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -347478.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -347491.781250 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -347491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -347498.187500 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -347498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -347503.875000 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -347503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -347507.375000 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -347507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -347512.343750 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -347512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347516.500000 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -347516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347518.937500 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -347518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -347521.875000 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -347521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -347525.250000 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -347525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -347530.093750 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -347530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347536.843750 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -347536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -347539.375000 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -347539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -347542.250000 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -347542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -347546.156250 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -347546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -347550.718750 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -347550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -347552.750000 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -347552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -347553.218750 Penalty: 3845.584473
	Iteration 23Q: 3 clusters Score -347553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -347554.437500 Penalty: 3845.584473
	Iteration 24Q: 3 clusters Score -347554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -347556.156250 Penalty: 3845.584473
	Iteration 25Q: 3 clusters Score -347556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -347556.156250 Penalty: 3845.584473
	Iteration 26F: 3 clusters Score -347556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Entering Unmasked Estep 
Score: -5717204.000000 Penalty: 2612.607178
	Iteration 0F: 2 clusters Score -5717204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5691697.500000 Penalty: 5225.214355
	Iteration 0F: 3 clusters Score -5691698 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5701217.000000 Penalty: 5225.214355
	Iteration 1F: 3 clusters Score -5701217 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5701864.500000 Penalty: 5225.214355
	Iteration 2Q: 3 clusters Score -5701864 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5702469.000000 Penalty: 5225.214355
	Iteration 3Q: 3 clusters Score -5702469 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5703025.500000 Penalty: 5225.214355
	Iteration 4Q: 3 clusters Score -5703026 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5703707.000000 Penalty: 5225.214355
	Iteration 5Q: 3 clusters Score -5703707 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5704377.500000 Penalty: 5225.214355
	Iteration 6Q: 3 clusters Score -5704378 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5705131.500000 Penalty: 5225.214355
	Iteration 7Q: 3 clusters Score -5705132 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5705917.000000 Penalty: 5225.214355
	Iteration 8Q: 3 clusters Score -5705917 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -5706732.500000 Penalty: 5225.214355
	Iteration 9Q: 3 clusters Score -5706732 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5707626.500000 Penalty: 5225.214355
	Iteration 10Q: 3 clusters Score -5707626 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -5708514.500000 Penalty: 5225.214355
	Iteration 11Q: 3 clusters Score -5708514 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5709355.500000 Penalty: 5225.214355
	Iteration 12Q: 3 clusters Score -5709356 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -5710006.500000 Penalty: 5225.214355
	Iteration 13Q: 3 clusters Score -5710006 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5710454.500000 Penalty: 5225.214355
	Iteration 14Q: 3 clusters Score -5710454 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5710755.000000 Penalty: 5225.214355
	Iteration 15Q: 3 clusters Score -5710755 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5710951.000000 Penalty: 5225.214355
	Iteration 16Q: 3 clusters Score -5710951 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5711107.500000 Penalty: 5225.214355
	Iteration 17Q: 3 clusters Score -5711108 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5711245.000000 Penalty: 5225.214355
	Iteration 18Q: 3 clusters Score -5711245 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5711415.500000 Penalty: 5225.214355
	Iteration 19Q: 3 clusters Score -5711416 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5711574.000000 Penalty: 5225.214355
	Iteration 20F: 3 clusters Score -5711574 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -5711637.500000 Penalty: 5225.214355
	Iteration 21Q: 3 clusters Score -5711638 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -5711718.500000 Penalty: 5225.214355
	Iteration 22Q: 3 clusters Score -5711718 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5711791.000000 Penalty: 5225.214355
	Iteration 23Q: 3 clusters Score -5711791 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -5711817.500000 Penalty: 5225.214355
	Iteration 24Q: 3 clusters Score -5711818 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5711845.500000 Penalty: 5225.214355
	Iteration 25Q: 3 clusters Score -5711846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -5711878.500000 Penalty: 5225.214355
	Iteration 26Q: 3 clusters Score -5711878 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5711888.000000 Penalty: 5225.214355
	Iteration 27Q: 3 clusters Score -5711888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5711897.000000 Penalty: 5225.214355
	Iteration 28Q: 3 clusters Score -5711897 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -5711913.500000 Penalty: 5225.214355
	Iteration 29Q: 3 clusters Score -5711914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5711924.000000 Penalty: 5225.214355
	Iteration 30Q: 3 clusters Score -5711924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5711954.000000 Penalty: 5225.214355
	Iteration 31Q: 3 clusters Score -5711954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5711968.000000 Penalty: 5225.214355
	Iteration 32Q: 3 clusters Score -5711968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5711983.500000 Penalty: 5225.214355
	Iteration 33Q: 3 clusters Score -5711984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5711999.500000 Penalty: 5225.214355
	Iteration 34Q: 3 clusters Score -5712000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5711986.500000 Penalty: 5225.214355
	Iteration 35Q: 3 clusters Score -5711986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5712005.500000 Penalty: 5225.214355
	Iteration 36Q: 3 clusters Score -5712006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -5712009.000000 Penalty: 5225.214355
	Iteration 37Q: 3 clusters Score -5712009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5712020.000000 Penalty: 5225.214355
	Iteration 38Q: 3 clusters Score -5712020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5712020.500000 Penalty: 5225.214355
	Iteration 39Q: 3 clusters Score -5712020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5712020.000000 Penalty: 5225.214355
	Iteration 40F: 3 clusters Score -5712020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5712026.500000 Penalty: 5225.214355
	Iteration 41Q: 3 clusters Score -5712026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5712027.500000 Penalty: 5225.214355
	Iteration 42Q: 3 clusters Score -5712028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -5712016.500000 Penalty: 5225.214355
	Iteration 43Q: 3 clusters Score -5712016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -5712018.500000 Penalty: 5225.214355
	Iteration 44Q: 3 clusters Score -5712018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -5712018.000000 Penalty: 5225.214355
	Iteration 45Q: 3 clusters Score -5712018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5712025.000000 Penalty: 5225.214355
	Iteration 46Q: 3 clusters Score -5712025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -5712035.500000 Penalty: 5225.214355
	Iteration 47Q: 3 clusters Score -5712036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5712031.000000 Penalty: 5225.214355
	Iteration 48Q: 3 clusters Score -5712031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5712024.000000 Penalty: 5225.214355
	Iteration 49Q: 3 clusters Score -5712024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5712012.500000 Penalty: 5225.214355
	Iteration 50Q: 3 clusters Score -5712012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5712018.000000 Penalty: 5225.214355
	Iteration 51Q: 3 clusters Score -5712018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -5712017.500000 Penalty: 5225.214355
	Iteration 52Q: 3 clusters Score -5712018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -5712019.000000 Penalty: 5225.214355
	Iteration 53Q: 3 clusters Score -5712019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5712019.000000 Penalty: 5225.214355
	Iteration 54Q: 3 clusters Score -5712019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5712024.000000 Penalty: 5225.214355
	Iteration 55Q: 3 clusters Score -5712024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5712030.500000 Penalty: 5225.214355
	Iteration 56Q: 3 clusters Score -5712030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5712032.500000 Penalty: 5225.214355
	Iteration 57Q: 3 clusters Score -5712032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -5712043.000000 Penalty: 5225.214355
	Iteration 58Q: 3 clusters Score -5712043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5712051.500000 Penalty: 5225.214355
	Iteration 59Q: 3 clusters Score -5712052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -5712060.500000 Penalty: 5225.214355
	Iteration 60F: 3 clusters Score -5712060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5712073.500000 Penalty: 5225.214355
	Iteration 61Q: 3 clusters Score -5712074 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5712074.500000 Penalty: 5225.214355
	Iteration 62Q: 3 clusters Score -5712074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5712078.500000 Penalty: 5225.214355
	Iteration 63Q: 3 clusters Score -5712078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -5712092.500000 Penalty: 5225.214355
	Iteration 64Q: 3 clusters Score -5712092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5712087.500000 Penalty: 5225.214355
	Iteration 65Q: 3 clusters Score -5712088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5712090.500000 Penalty: 5225.214355
	Iteration 66Q: 3 clusters Score -5712090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5712095.000000 Penalty: 5225.214355
	Iteration 67Q: 3 clusters Score -5712095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -5712099.500000 Penalty: 5225.214355
	Iteration 68Q: 3 clusters Score -5712100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5712103.500000 Penalty: 5225.214355
	Iteration 69Q: 3 clusters Score -5712104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5712111.500000 Penalty: 5225.214355
	Iteration 70Q: 3 clusters Score -5712112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5712105.500000 Penalty: 5225.214355
	Iteration 71Q: 3 clusters Score -5712106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5712098.000000 Penalty: 5225.214355
	Iteration 72Q: 3 clusters Score -5712098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -5712094.500000 Penalty: 5225.214355
	Iteration 73Q: 3 clusters Score -5712094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5712100.000000 Penalty: 5225.214355
	Iteration 74Q: 3 clusters Score -5712100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -5712107.500000 Penalty: 5225.214355
	Iteration 75Q: 3 clusters Score -5712108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5712117.000000 Penalty: 5225.214355
	Iteration 76Q: 3 clusters Score -5712117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5712128.500000 Penalty: 5225.214355
	Iteration 77Q: 3 clusters Score -5712128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5712130.500000 Penalty: 5225.214355
	Iteration 78Q: 3 clusters Score -5712130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5712132.000000 Penalty: 5225.214355
	Iteration 79Q: 3 clusters Score -5712132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5712124.500000 Penalty: 5225.214355
	Iteration 80F: 3 clusters Score -5712124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -5712151.000000 Penalty: 5225.214355
	Iteration 81Q: 3 clusters Score -5712151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5712154.500000 Penalty: 5225.214355
	Iteration 82Q: 3 clusters Score -5712154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5712169.000000 Penalty: 5225.214355
	Iteration 83Q: 3 clusters Score -5712169 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5712186.000000 Penalty: 5225.214355
	Iteration 84Q: 3 clusters Score -5712186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -5712199.000000 Penalty: 5225.214355
	Iteration 85Q: 3 clusters Score -5712199 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5712204.500000 Penalty: 5225.214355
	Iteration 86Q: 3 clusters Score -5712204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5712210.500000 Penalty: 5225.214355
	Iteration 87Q: 3 clusters Score -5712210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5712242.500000 Penalty: 5225.214355
	Iteration 88Q: 3 clusters Score -5712242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5712263.000000 Penalty: 5225.214355
	Iteration 89Q: 3 clusters Score -5712263 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5712274.500000 Penalty: 5225.214355
	Iteration 90Q: 3 clusters Score -5712274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5712291.500000 Penalty: 5225.214355
	Iteration 91Q: 3 clusters Score -5712292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5712313.000000 Penalty: 5225.214355
	Iteration 92Q: 3 clusters Score -5712313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5712335.500000 Penalty: 5225.214355
	Iteration 93Q: 3 clusters Score -5712336 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5712364.000000 Penalty: 5225.214355
	Iteration 94Q: 3 clusters Score -5712364 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5712391.500000 Penalty: 5225.214355
	Iteration 95Q: 3 clusters Score -5712392 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5712436.500000 Penalty: 5225.214355
	Iteration 96Q: 3 clusters Score -5712436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5712492.500000 Penalty: 5225.214355
	Iteration 97Q: 3 clusters Score -5712492 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5712526.500000 Penalty: 5225.214355
	Iteration 98Q: 3 clusters Score -5712526 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5712580.500000 Penalty: 5225.214355
	Iteration 99Q: 3 clusters Score -5712580 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -5712654.500000 Penalty: 5225.214355
	Iteration 100F: 3 clusters Score -5712654 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5712721.500000 Penalty: 5225.214355
	Iteration 101Q: 3 clusters Score -5712722 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5712807.000000 Penalty: 5225.214355
	Iteration 102Q: 3 clusters Score -5712807 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -5712915.500000 Penalty: 5225.214355
	Iteration 103Q: 3 clusters Score -5712916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -5713046.000000 Penalty: 5225.214355
	Iteration 104Q: 3 clusters Score -5713046 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5713173.500000 Penalty: 5225.214355
	Iteration 105Q: 3 clusters Score -5713174 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -5713246.500000 Penalty: 5225.214355
	Iteration 106Q: 3 clusters Score -5713246 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5713322.500000 Penalty: 5225.214355
	Iteration 107Q: 3 clusters Score -5713322 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -5713428.500000 Penalty: 5225.214355
	Iteration 108Q: 3 clusters Score -5713428 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -5713490.000000 Penalty: 5225.214355
	Iteration 109Q: 3 clusters Score -5713490 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5713584.500000 Penalty: 5225.214355
	Iteration 110Q: 3 clusters Score -5713584 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -5713650.500000 Penalty: 5225.214355
	Iteration 111Q: 3 clusters Score -5713650 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5713734.000000 Penalty: 5225.214355
	Iteration 112Q: 3 clusters Score -5713734 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5713813.500000 Penalty: 5225.214355
	Iteration 113Q: 3 clusters Score -5713814 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5713908.500000 Penalty: 5225.214355
	Iteration 114Q: 3 clusters Score -5713908 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5713998.000000 Penalty: 5225.214355
	Iteration 115Q: 3 clusters Score -5713998 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5714088.500000 Penalty: 5225.214355
	Iteration 116Q: 3 clusters Score -5714088 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -5714190.000000 Penalty: 5225.214355
	Iteration 117Q: 3 clusters Score -5714190 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -5714298.500000 Penalty: 5225.214355
	Iteration 118Q: 3 clusters Score -5714298 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5714393.000000 Penalty: 5225.214355
	Iteration 119Q: 3 clusters Score -5714393 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5714447.500000 Penalty: 5225.214355
	Iteration 120F: 3 clusters Score -5714448 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5714538.500000 Penalty: 5225.214355
	Iteration 121Q: 3 clusters Score -5714538 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5714626.000000 Penalty: 5225.214355
	Iteration 122Q: 3 clusters Score -5714626 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5714728.000000 Penalty: 5225.214355
	Iteration 123Q: 3 clusters Score -5714728 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5714848.500000 Penalty: 5225.214355
	Iteration 124Q: 3 clusters Score -5714848 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5714936.000000 Penalty: 5225.214355
	Iteration 125Q: 3 clusters Score -5714936 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5715021.500000 Penalty: 5225.214355
	Iteration 126Q: 3 clusters Score -5715022 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5715111.000000 Penalty: 5225.214355
	Iteration 127Q: 3 clusters Score -5715111 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5715181.000000 Penalty: 5225.214355
	Iteration 128Q: 3 clusters Score -5715181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5715232.500000 Penalty: 5225.214355
	Iteration 129Q: 3 clusters Score -5715232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5715256.000000 Penalty: 5225.214355
	Iteration 130Q: 3 clusters Score -5715256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5715282.500000 Penalty: 5225.214355
	Iteration 131Q: 3 clusters Score -5715282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5715317.000000 Penalty: 5225.214355
	Iteration 132Q: 3 clusters Score -5715317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5715361.000000 Penalty: 5225.214355
	Iteration 133Q: 3 clusters Score -5715361 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5715401.500000 Penalty: 5225.214355
	Iteration 134Q: 3 clusters Score -5715402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5715429.500000 Penalty: 5225.214355
	Iteration 135Q: 3 clusters Score -5715430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5715449.500000 Penalty: 5225.214355
	Iteration 136Q: 3 clusters Score -5715450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5715482.000000 Penalty: 5225.214355
	Iteration 137Q: 3 clusters Score -5715482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5715508.500000 Penalty: 5225.214355
	Iteration 138Q: 3 clusters Score -5715508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5715525.000000 Penalty: 5225.214355
	Iteration 139Q: 3 clusters Score -5715525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5715560.000000 Penalty: 5225.214355
	Iteration 140F: 3 clusters Score -5715560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5715576.500000 Penalty: 5225.214355
	Iteration 141Q: 3 clusters Score -5715576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5715584.000000 Penalty: 5225.214355
	Iteration 142Q: 3 clusters Score -5715584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5715601.000000 Penalty: 5225.214355
	Iteration 143Q: 3 clusters Score -5715601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5715599.500000 Penalty: 5225.214355
	Iteration 144Q: 3 clusters Score -5715600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5715610.000000 Penalty: 5225.214355
	Iteration 145Q: 3 clusters Score -5715610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5715600.000000 Penalty: 5225.214355
	Iteration 146Q: 3 clusters Score -5715600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5715600.500000 Penalty: 5225.214355
	Iteration 147Q: 3 clusters Score -5715600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5715613.500000 Penalty: 5225.214355
	Iteration 148Q: 3 clusters Score -5715614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5715624.500000 Penalty: 5225.214355
	Iteration 149Q: 3 clusters Score -5715624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5715628.500000 Penalty: 5225.214355
	Iteration 150Q: 3 clusters Score -5715628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5715624.000000 Penalty: 5225.214355
	Iteration 151Q: 3 clusters Score -5715624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5715624.000000 Penalty: 5225.214355
	Iteration 152Q: 3 clusters Score -5715624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5715634.500000 Penalty: 5225.214355
	Iteration 153Q: 3 clusters Score -5715634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5715632.500000 Penalty: 5225.214355
	Iteration 154Q: 3 clusters Score -5715632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5715630.500000 Penalty: 5225.214355
	Iteration 155Q: 3 clusters Score -5715630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5715631.000000 Penalty: 5225.214355
	Iteration 156Q: 3 clusters Score -5715631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5715632.500000 Penalty: 5225.214355
	Iteration 157Q: 3 clusters Score -5715632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5715632.500000 Penalty: 5225.214355
	Iteration 158F: 3 clusters Score -5715632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -277876.250000 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -277876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -275334.562500 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -275334.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -275863.406250 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -275863.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -276019.312500 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -276019.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276103.406250 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -276103.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -276163.468750 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -276163.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -276209.468750 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -276209.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -276258.062500 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -276258.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -276294.218750 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -276294.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276325.843750 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -276325.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276346.312500 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -276346.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -276355.937500 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -276355.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -276369.312500 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -276369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276381.125000 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -276381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -276390.718750 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -276390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -276397.312500 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -276397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -276406.218750 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -276406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -276415.593750 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -276415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -276423.687500 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -276423.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -276439.031250 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -276439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -276449.687500 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -276449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -276462.343750 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -276462.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -276477.875000 Penalty: 3749.541504
	Iteration 21Q: 3 clusters Score -276477.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -276490.000000 Penalty: 3749.541504
	Iteration 22Q: 3 clusters Score -276490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -276497.656250 Penalty: 3749.541504
	Iteration 23Q: 3 clusters Score -276497.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -276509.000000 Penalty: 3749.541504
	Iteration 24Q: 3 clusters Score -276509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -276516.750000 Penalty: 3749.541504
	Iteration 25Q: 3 clusters Score -276516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -276522.656250 Penalty: 3749.541504
	Iteration 26Q: 3 clusters Score -276522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -276527.531250 Penalty: 3749.541504
	Iteration 27Q: 3 clusters Score -276527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -276529.656250 Penalty: 3749.541504
	Iteration 28Q: 3 clusters Score -276529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -276531.281250 Penalty: 3749.541504
	Iteration 29Q: 3 clusters Score -276531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -276531.250000 Penalty: 3749.541504
	Iteration 30Q: 3 clusters Score -276531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -276531.250000 Penalty: 3749.541504
	Iteration 31F: 3 clusters Score -276531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Entering Unmasked Estep 
Score: -15606284.000000 Penalty: 2859.225098
	Iteration 0F: 2 clusters Score -1.560628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -15538647.000000 Penalty: 5718.450195
	Iteration 0F: 3 clusters Score -1.553865e+07 nChanged 48044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -15566418.000000 Penalty: 5718.450195
	Iteration 1F: 3 clusters Score -1.556642e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -15567602.000000 Penalty: 5718.450195
	Iteration 2Q: 3 clusters Score -1.55676e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -15569158.000000 Penalty: 5718.450195
	Iteration 3Q: 3 clusters Score -1.556916e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -15571177.000000 Penalty: 5718.450195
	Iteration 4Q: 3 clusters Score -1.557118e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -15573758.000000 Penalty: 5718.450195
	Iteration 5F: 3 clusters Score -1.557376e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -15577747.000000 Penalty: 5718.450195
	Iteration 6F: 3 clusters Score -1.557775e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -15582355.000000 Penalty: 5718.450195
	Iteration 7F: 3 clusters Score -1.558236e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -15586726.000000 Penalty: 5718.450195
	Iteration 8F: 3 clusters Score -1.558673e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -15590178.000000 Penalty: 5718.450195
	Iteration 9F: 3 clusters Score -1.559018e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -15592388.000000 Penalty: 5718.450195
	Iteration 10Q: 3 clusters Score -1.559239e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -15593617.000000 Penalty: 5718.450195
	Iteration 11Q: 3 clusters Score -1.559362e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -15594446.000000 Penalty: 5718.450195
	Iteration 12Q: 3 clusters Score -1.559445e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -15595010.000000 Penalty: 5718.450195
	Iteration 13Q: 3 clusters Score -1.559501e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -15595608.000000 Penalty: 5718.450195
	Iteration 14Q: 3 clusters Score -1.559561e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -15596162.000000 Penalty: 5718.450195
	Iteration 15Q: 3 clusters Score -1.559616e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -15596672.000000 Penalty: 5718.450195
	Iteration 16Q: 3 clusters Score -1.559667e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -15597156.000000 Penalty: 5718.450195
	Iteration 17Q: 3 clusters Score -1.559716e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -15597644.000000 Penalty: 5718.450195
	Iteration 18Q: 3 clusters Score -1.559764e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -15598222.000000 Penalty: 5718.450195
	Iteration 19Q: 3 clusters Score -1.559822e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -15598778.000000 Penalty: 5718.450195
	Iteration 20F: 3 clusters Score -1.559878e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -15599342.000000 Penalty: 5718.450195
	Iteration 21Q: 3 clusters Score -1.559934e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -15599935.000000 Penalty: 5718.450195
	Iteration 22Q: 3 clusters Score -1.559994e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -15600409.000000 Penalty: 5718.450195
	Iteration 23Q: 3 clusters Score -1.560041e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -15600897.000000 Penalty: 5718.450195
	Iteration 24Q: 3 clusters Score -1.56009e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -15601294.000000 Penalty: 5718.450195
	Iteration 25Q: 3 clusters Score -1.560129e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -15601723.000000 Penalty: 5718.450195
	Iteration 26Q: 3 clusters Score -1.560172e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -15601982.000000 Penalty: 5718.450195
	Iteration 27Q: 3 clusters Score -1.560198e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -15602281.000000 Penalty: 5718.450195
	Iteration 28Q: 3 clusters Score -1.560228e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -15602554.000000 Penalty: 5718.450195
	Iteration 29Q: 3 clusters Score -1.560255e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -15602791.000000 Penalty: 5718.450195
	Iteration 30Q: 3 clusters Score -1.560279e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -15602998.000000 Penalty: 5718.450195
	Iteration 31Q: 3 clusters Score -1.5603e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -15603151.000000 Penalty: 5718.450195
	Iteration 32Q: 3 clusters Score -1.560315e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -15603299.000000 Penalty: 5718.450195
	Iteration 33Q: 3 clusters Score -1.56033e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15603407.000000 Penalty: 5718.450195
	Iteration 34Q: 3 clusters Score -1.560341e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15603521.000000 Penalty: 5718.450195
	Iteration 35Q: 3 clusters Score -1.560352e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15603616.000000 Penalty: 5718.450195
	Iteration 36Q: 3 clusters Score -1.560362e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15603661.000000 Penalty: 5718.450195
	Iteration 37Q: 3 clusters Score -1.560366e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15603712.000000 Penalty: 5718.450195
	Iteration 38Q: 3 clusters Score -1.560371e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15603736.000000 Penalty: 5718.450195
	Iteration 39Q: 3 clusters Score -1.560374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15603804.000000 Penalty: 5718.450195
	Iteration 40F: 3 clusters Score -1.56038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15603838.000000 Penalty: 5718.450195
	Iteration 41Q: 3 clusters Score -1.560384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15603846.000000 Penalty: 5718.450195
	Iteration 42Q: 3 clusters Score -1.560385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15603850.000000 Penalty: 5718.450195
	Iteration 43Q: 3 clusters Score -1.560385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15603864.000000 Penalty: 5718.450195
	Iteration 44Q: 3 clusters Score -1.560386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15603877.000000 Penalty: 5718.450195
	Iteration 45Q: 3 clusters Score -1.560388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -15603885.000000 Penalty: 5718.450195
	Iteration 46Q: 3 clusters Score -1.560388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15603881.000000 Penalty: 5718.450195
	Iteration 47Q: 3 clusters Score -1.560388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -15603875.000000 Penalty: 5718.450195
	Iteration 48Q: 3 clusters Score -1.560388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15603879.000000 Penalty: 5718.450195
	Iteration 49Q: 3 clusters Score -1.560388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15603875.000000 Penalty: 5718.450195
	Iteration 50Q: 3 clusters Score -1.560388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15603888.000000 Penalty: 5718.450195
	Iteration 51Q: 3 clusters Score -1.560389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15603893.000000 Penalty: 5718.450195
	Iteration 52Q: 3 clusters Score -1.560389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -15603897.000000 Penalty: 5718.450195
	Iteration 53Q: 3 clusters Score -1.56039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100733 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15603905.000000 Penalty: 5718.450195
	Iteration 54Q: 3 clusters Score -1.56039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15603899.000000 Penalty: 5718.450195
	Iteration 55Q: 3 clusters Score -1.56039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15603918.000000 Penalty: 5718.450195
	Iteration 56Q: 3 clusters Score -1.560392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -15603908.000000 Penalty: 5718.450195
	Iteration 57Q: 3 clusters Score -1.560391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -15603912.000000 Penalty: 5718.450195
	Iteration 58Q: 3 clusters Score -1.560391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15603912.000000 Penalty: 5718.450195
	Iteration 59Q: 3 clusters Score -1.560391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15603912.000000 Penalty: 5718.450195
	Iteration 60F: 3 clusters Score -1.560391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -260250.859375 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -260250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257765.765625 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -257765.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -258287.250000 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -258287.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -258429.796875 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -258429.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -258537.734375 Penalty: 3732.182373
	Iteration 3Q: 3 clusters Score -258537.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -258640.546875 Penalty: 3732.182373
	Iteration 4Q: 3 clusters Score -258640.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -258733.406250 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -258733.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -258802.781250 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -258802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -258865.546875 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -258865.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -258906.750000 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -258906.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -258943.781250 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -258943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -258975.203125 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -258975.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -259021.406250 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -259021.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -259057.296875 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -259057.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -259087.421875 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -259087.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -259123.093750 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -259123.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -259165.921875 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -259165.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -259214.531250 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -259214.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259265.000000 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -259265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -259306.468750 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -259306.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -259346.968750 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -259347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -259385.578125 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -259385.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -259419.562500 Penalty: 3732.182373
	Iteration 21Q: 3 clusters Score -259419.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -259442.921875 Penalty: 3732.182373
	Iteration 22Q: 3 clusters Score -259442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -259463.046875 Penalty: 3732.182373
	Iteration 23Q: 3 clusters Score -259463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -259471.468750 Penalty: 3732.182373
	Iteration 24Q: 3 clusters Score -259471.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -259476.921875 Penalty: 3732.182373
	Iteration 25Q: 3 clusters Score -259476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -259483.281250 Penalty: 3732.182373
	Iteration 26Q: 3 clusters Score -259483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -259486.093750 Penalty: 3732.182373
	Iteration 27Q: 3 clusters Score -259486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -259487.921875 Penalty: 3732.182373
	Iteration 28Q: 3 clusters Score -259487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -259488.750000 Penalty: 3732.182373
	Iteration 29Q: 3 clusters Score -259488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -259488.750000 Penalty: 3732.182373
	Iteration 30F: 3 clusters Score -259488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -73528.734375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -73528.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72038.328125 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -72038.33 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72291.875000 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -72291.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72412.281250 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -72412.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72444.335938 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -72444.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72472.687500 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -72472.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72496.296875 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -72496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72513.937500 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -72513.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72537.296875 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -72537.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72566.546875 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -72566.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72587.429688 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -72587.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72597.742188 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -72597.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72599.601562 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -72599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72599.601562 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -72599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -347190.218750 Penalty: 1929.100342
	Iteration 0F: 2 clusters Score -347190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -344313.406250 Penalty: 3858.200684
	Iteration 0F: 3 clusters Score -344313.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -344855.906250 Penalty: 3858.200684
	Iteration 1F: 3 clusters Score -344855.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -345066.281250 Penalty: 3858.200684
	Iteration 2F: 3 clusters Score -345066.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -345278.875000 Penalty: 3858.200684
	Iteration 3F: 3 clusters Score -345278.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -345526.500000 Penalty: 3858.200684
	Iteration 4F: 3 clusters Score -345526.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -345871.625000 Penalty: 3858.200684
	Iteration 5F: 3 clusters Score -345871.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346264.750000 Penalty: 3858.200684
	Iteration 6F: 3 clusters Score -346264.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346552.625000 Penalty: 3858.200684
	Iteration 7F: 3 clusters Score -346552.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -346729.656250 Penalty: 3858.200684
	Iteration 8Q: 3 clusters Score -346729.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -346820.656250 Penalty: 3858.200684
	Iteration 9Q: 3 clusters Score -346820.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -346881.531250 Penalty: 3858.200684
	Iteration 10Q: 3 clusters Score -346881.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -346930.750000 Penalty: 3858.200684
	Iteration 11Q: 3 clusters Score -346930.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -346956.000000 Penalty: 3858.200684
	Iteration 12Q: 3 clusters Score -346956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -346974.625000 Penalty: 3858.200684
	Iteration 13Q: 3 clusters Score -346974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -346981.312500 Penalty: 3858.200684
	Iteration 14Q: 3 clusters Score -346981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346982.406250 Penalty: 3858.200684
	Iteration 15Q: 3 clusters Score -346982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -346983.593750 Penalty: 3858.200684
	Iteration 16Q: 3 clusters Score -346983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -346983.593750 Penalty: 3858.200684
	Iteration 17F: 3 clusters Score -346983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -157516.578125 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -157516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155475.546875 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -155475.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -155799.984375 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -155800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155905.828125 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -155905.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155994.500000 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -155994.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156076.187500 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -156076.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156134.812500 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -156134.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156159.218750 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -156159.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -156179.218750 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -156179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -156192.859375 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -156192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156209.156250 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -156209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -156221.390625 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -156221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -156235.406250 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -156235.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156270.187500 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -156270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -156292.625000 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -156292.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156308.468750 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -156308.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -156334.562500 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -156334.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156357.140625 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -156357.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156401.937500 Penalty: 3485.988037
	Iteration 17Q: 3 clusters Score -156401.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -156459.406250 Penalty: 3485.988037
	Iteration 18Q: 3 clusters Score -156459.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156520.390625 Penalty: 3485.988037
	Iteration 19Q: 3 clusters Score -156520.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -156561.671875 Penalty: 3485.988037
	Iteration 20F: 3 clusters Score -156561.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -156620.140625 Penalty: 3485.988037
	Iteration 21Q: 3 clusters Score -156620.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -156680.765625 Penalty: 3485.988037
	Iteration 22Q: 3 clusters Score -156680.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -156731.671875 Penalty: 3485.988037
	Iteration 23Q: 3 clusters Score -156731.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -156759.953125 Penalty: 3485.988037
	Iteration 24Q: 3 clusters Score -156760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156775.000000 Penalty: 3485.988037
	Iteration 25Q: 3 clusters Score -156775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156788.203125 Penalty: 3485.988037
	Iteration 26Q: 3 clusters Score -156788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -156792.546875 Penalty: 3485.988037
	Iteration 27Q: 3 clusters Score -156792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -156797.406250 Penalty: 3485.988037
	Iteration 28Q: 3 clusters Score -156797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -156797.406250 Penalty: 3485.988037
	Iteration 29F: 3 clusters Score -156797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Entering Unmasked Estep 
Score: -6805722.500000 Penalty: 2653.707031
	Iteration 0F: 2 clusters Score -6805722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6775668.000000 Penalty: 5307.414062
	Iteration 0F: 3 clusters Score -6775668 nChanged 20560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6786918.000000 Penalty: 5307.414062
	Iteration 1F: 3 clusters Score -6786918 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6787395.500000 Penalty: 5307.414062
	Iteration 2Q: 3 clusters Score -6787396 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -6787854.000000 Penalty: 5307.414062
	Iteration 3Q: 3 clusters Score -6787854 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -6788362.000000 Penalty: 5307.414062
	Iteration 4Q: 3 clusters Score -6788362 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -6789015.000000 Penalty: 5307.414062
	Iteration 5Q: 3 clusters Score -6789015 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -6789898.500000 Penalty: 5307.414062
	Iteration 6Q: 3 clusters Score -6789898 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -6791218.000000 Penalty: 5307.414062
	Iteration 7F: 3 clusters Score -6791218 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -6792993.500000 Penalty: 5307.414062
	Iteration 8F: 3 clusters Score -6792994 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -6795078.500000 Penalty: 5307.414062
	Iteration 9F: 3 clusters Score -6795078 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -6797115.500000 Penalty: 5307.414062
	Iteration 10F: 3 clusters Score -6797116 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -6799012.000000 Penalty: 5307.414062
	Iteration 11F: 3 clusters Score -6799012 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6800530.500000 Penalty: 5307.414062
	Iteration 12Q: 3 clusters Score -6800530 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6801579.000000 Penalty: 5307.414062
	Iteration 13Q: 3 clusters Score -6801579 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6802221.500000 Penalty: 5307.414062
	Iteration 14Q: 3 clusters Score -6802222 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6802629.000000 Penalty: 5307.414062
	Iteration 15Q: 3 clusters Score -6802629 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6802865.500000 Penalty: 5307.414062
	Iteration 16Q: 3 clusters Score -6802866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6803039.000000 Penalty: 5307.414062
	Iteration 17Q: 3 clusters Score -6803039 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6803141.000000 Penalty: 5307.414062
	Iteration 18Q: 3 clusters Score -6803141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6803225.000000 Penalty: 5307.414062
	Iteration 19Q: 3 clusters Score -6803225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6803279.000000 Penalty: 5307.414062
	Iteration 20F: 3 clusters Score -6803279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6803347.000000 Penalty: 5307.414062
	Iteration 21Q: 3 clusters Score -6803347 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6803388.500000 Penalty: 5307.414062
	Iteration 22Q: 3 clusters Score -6803388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6803424.500000 Penalty: 5307.414062
	Iteration 23Q: 3 clusters Score -6803424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6803437.000000 Penalty: 5307.414062
	Iteration 24Q: 3 clusters Score -6803437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6803452.000000 Penalty: 5307.414062
	Iteration 25Q: 3 clusters Score -6803452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6803458.500000 Penalty: 5307.414062
	Iteration 26Q: 3 clusters Score -6803458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6803455.000000 Penalty: 5307.414062
	Iteration 27Q: 3 clusters Score -6803455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6803464.500000 Penalty: 5307.414062
	Iteration 28Q: 3 clusters Score -6803464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6803469.000000 Penalty: 5307.414062
	Iteration 29Q: 3 clusters Score -6803469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6803474.000000 Penalty: 5307.414062
	Iteration 30Q: 3 clusters Score -6803474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6803479.500000 Penalty: 5307.414062
	Iteration 31Q: 3 clusters Score -6803480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6803480.000000 Penalty: 5307.414062
	Iteration 32Q: 3 clusters Score -6803480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6803482.000000 Penalty: 5307.414062
	Iteration 33Q: 3 clusters Score -6803482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6803491.000000 Penalty: 5307.414062
	Iteration 34Q: 3 clusters Score -6803491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6803491.000000 Penalty: 5307.414062
	Iteration 35Q: 3 clusters Score -6803491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6803489.500000 Penalty: 5307.414062
	Iteration 36Q: 3 clusters Score -6803490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6803489.500000 Penalty: 5307.414062
	Iteration 37F: 3 clusters Score -6803490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -287812.843750 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -287812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -285258.312500 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -285258.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -285697.906250 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -285697.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -285807.812500 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -285807.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -285856.937500 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -285856.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285892.000000 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -285892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -285916.562500 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -285916.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -285937.562500 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -285937.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -285961.437500 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -285961.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -286000.375000 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -286000.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286034.687500 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -286034.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -286048.843750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -286048.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -286072.468750 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -286072.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -286085.281250 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -286085.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -286097.343750 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -286097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -286104.843750 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -286104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286111.687500 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -286111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286118.875000 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -286118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286121.875000 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -286121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286126.000000 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -286126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286128.093750 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -286128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -286130.031250 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -286130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286135.281250 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -286135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -286144.187500 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -286144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -286153.093750 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -286153.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -286161.906250 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -286161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -286165.125000 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -286165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -286166.406250 Penalty: 3758.760254
	Iteration 26Q: 3 clusters Score -286166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -286168.750000 Penalty: 3758.760254
	Iteration 27Q: 3 clusters Score -286168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -286170.031250 Penalty: 3758.760254
	Iteration 28Q: 3 clusters Score -286170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -286170.031250 Penalty: 3758.760254
	Iteration 29F: 3 clusters Score -286170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Entering Unmasked Estep 
Score: -2203240.500000 Penalty: 2371.476318
	Iteration 0F: 2 clusters Score -2203240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2192856.750000 Penalty: 4742.952637
	Iteration 0F: 3 clusters Score -2192857 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2196115.750000 Penalty: 4742.952637
	Iteration 1F: 3 clusters Score -2196116 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2196437.000000 Penalty: 4742.952637
	Iteration 2F: 3 clusters Score -2196437 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2196686.750000 Penalty: 4742.952637
	Iteration 3Q: 3 clusters Score -2196687 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2196901.500000 Penalty: 4742.952637
	Iteration 4Q: 3 clusters Score -2196902 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2197093.000000 Penalty: 4742.952637
	Iteration 5Q: 3 clusters Score -2197093 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2197253.250000 Penalty: 4742.952637
	Iteration 6Q: 3 clusters Score -2197253 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2197461.000000 Penalty: 4742.952637
	Iteration 7Q: 3 clusters Score -2197461 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2197694.500000 Penalty: 4742.952637
	Iteration 8Q: 3 clusters Score -2197694 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2198008.750000 Penalty: 4742.952637
	Iteration 9Q: 3 clusters Score -2198009 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2198416.000000 Penalty: 4742.952637
	Iteration 10Q: 3 clusters Score -2198416 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2198901.750000 Penalty: 4742.952637
	Iteration 11Q: 3 clusters Score -2198902 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2199450.000000 Penalty: 4742.952637
	Iteration 12Q: 3 clusters Score -2199450 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2199994.750000 Penalty: 4742.952637
	Iteration 13Q: 3 clusters Score -2199995 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2200382.750000 Penalty: 4742.952637
	Iteration 14Q: 3 clusters Score -2200383 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2200615.250000 Penalty: 4742.952637
	Iteration 15Q: 3 clusters Score -2200615 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2200714.750000 Penalty: 4742.952637
	Iteration 16Q: 3 clusters Score -2200715 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2200791.000000 Penalty: 4742.952637
	Iteration 17Q: 3 clusters Score -2200791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2200828.000000 Penalty: 4742.952637
	Iteration 18Q: 3 clusters Score -2200828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2200848.750000 Penalty: 4742.952637
	Iteration 19Q: 3 clusters Score -2200849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2200862.000000 Penalty: 4742.952637
	Iteration 20F: 3 clusters Score -2200862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2200879.000000 Penalty: 4742.952637
	Iteration 21Q: 3 clusters Score -2200879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2200888.250000 Penalty: 4742.952637
	Iteration 22Q: 3 clusters Score -2200888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2200897.250000 Penalty: 4742.952637
	Iteration 23Q: 3 clusters Score -2200897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2200905.500000 Penalty: 4742.952637
	Iteration 24Q: 3 clusters Score -2200906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2200908.750000 Penalty: 4742.952637
	Iteration 25Q: 3 clusters Score -2200909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2200914.250000 Penalty: 4742.952637
	Iteration 26Q: 3 clusters Score -2200914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2200911.000000 Penalty: 4742.952637
	Iteration 27Q: 3 clusters Score -2200911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2200911.500000 Penalty: 4742.952637
	Iteration 28Q: 3 clusters Score -2200912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2200914.250000 Penalty: 4742.952637
	Iteration 29Q: 3 clusters Score -2200914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2200913.500000 Penalty: 4742.952637
	Iteration 30Q: 3 clusters Score -2200914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2200914.250000 Penalty: 4742.952637
	Iteration 31Q: 3 clusters Score -2200914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2200914.250000 Penalty: 4742.952637
	Iteration 32F: 3 clusters Score -2200914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -211109.343750 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -211109.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -208816.328125 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -208816.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -209294.187500 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -209294.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -209473.812500 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -209473.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209630.093750 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -209630.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209750.937500 Penalty: 3619.020996
	Iteration 4F: 3 clusters Score -209750.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -209853.984375 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -209854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -209960.328125 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -209960.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210010.203125 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -210010.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -210039.796875 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -210039.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -210085.281250 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -210085.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210120.281250 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -210120.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210142.906250 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -210142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -210163.796875 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -210163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -210175.015625 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -210175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -210182.546875 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -210182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -210189.125000 Penalty: 3619.020996
	Iteration 15Q: 3 clusters Score -210189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -210193.984375 Penalty: 3619.020996
	Iteration 16Q: 3 clusters Score -210194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -210199.609375 Penalty: 3619.020996
	Iteration 17Q: 3 clusters Score -210199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -210202.656250 Penalty: 3619.020996
	Iteration 18Q: 3 clusters Score -210202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -210206.890625 Penalty: 3619.020996
	Iteration 19Q: 3 clusters Score -210206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210212.875000 Penalty: 3619.020996
	Iteration 20F: 3 clusters Score -210212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -210213.640625 Penalty: 3619.020996
	Iteration 21Q: 3 clusters Score -210213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -210214.250000 Penalty: 3619.020996
	Iteration 22Q: 3 clusters Score -210214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -210214.250000 Penalty: 3619.020996
	Iteration 23F: 3 clusters Score -210214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24651.402344 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -24651.4 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 137 members 
Entering Unmasked Estep 
Score: -23657.292969 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23657.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24095.845703 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24095.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24320.677734 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24320.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24617.876953 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -24617.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24783.216797 Penalty: 2815.669922
	Iteration 4F: 3 clusters Score -24783.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24932.843750 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24932.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25090.455078 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -25090.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25122.134766 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -25122.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25137.498047 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -25137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25140.027344 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -25140.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25141.138672 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -25141.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25141.138672 Penalty: 2815.669922
	Iteration 11F: 3 clusters Score -25141.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101634 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 112 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 149253 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 180 members 
Entering Unmasked Estep 
Score: -70340088.000000 Penalty: 139297.500000
Splitting cluster 22 changes total score from -70341464.000000 to -70340088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -35956.050781 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -35956.05 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 177 members 
Entering Unmasked Estep 
Score: -34861.449219 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -34861.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35275.144531 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -35275.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35400.562500 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -35400.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35475.308594 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -35475.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35490.558594 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -35490.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35490.558594 Penalty: 2892.613770
	Iteration 5F: 3 clusters Score -35490.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -110710.859375 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -110710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108947.203125 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -108947.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109441.328125 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -109441.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109804.078125 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -109804.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110044.632812 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -110044.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110194.343750 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -110194.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110296.835938 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -110296.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110335.859375 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -110335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110343.078125 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -110343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110367.039062 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -110367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110374.406250 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -110374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110398.007812 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -110398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110408.976562 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -110409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -110417.703125 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -110417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110419.851562 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -110419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110428.687500 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -110428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110440.976562 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -110441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110448.796875 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -110448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110457.125000 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -110457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110465.820312 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -110465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110470.968750 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -110471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110473.507812 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -110473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110502.625000 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -110502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110523.593750 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -110523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110533.875000 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -110533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110538.460938 Penalty: 3393.970947
	Iteration 24Q: 3 clusters Score -110538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110542.007812 Penalty: 3393.970947
	Iteration 25Q: 3 clusters Score -110542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110556.406250 Penalty: 3393.970947
	Iteration 26Q: 3 clusters Score -110556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110562.664062 Penalty: 3393.970947
	Iteration 27Q: 3 clusters Score -110562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110563.789062 Penalty: 3393.970947
	Iteration 28Q: 3 clusters Score -110563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110563.789062 Penalty: 3393.970947
	Iteration 29F: 3 clusters Score -110563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -330133.718750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -330133.7 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 1114 members 
Entering Unmasked Estep 
Score: -327406.093750 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -327406.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -327895.312500 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -327895.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -328041.718750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -328041.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -328115.093750 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -328115.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328166.500000 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -328166.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -328200.125000 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -328200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -328214.187500 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -328214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -328225.468750 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -328225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -328235.093750 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -328235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -328238.062500 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -328238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -328240.906250 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -328240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -328244.718750 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -328244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -328247.875000 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -328247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -328249.406250 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -328249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -328251.187500 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -328251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -328251.656250 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -328251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -328251.687500 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -328251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -328251.906250 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -328251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -328252.875000 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -328252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -328252.875000 Penalty: 3819.571045
	Iteration 19F: 3 clusters Score -328252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -179409.625000 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -179409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177340.390625 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -177340.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -177758.390625 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -177758.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177913.578125 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -177913.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178032.890625 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -178032.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -178109.875000 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -178109.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -178185.765625 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -178185.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -178230.375000 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -178230.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -178251.406250 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -178251.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -178276.078125 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -178276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -178287.046875 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -178287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -178293.390625 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -178293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178297.562500 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -178297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -178299.546875 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -178299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -178303.734375 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -178303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -178310.687500 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -178310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178314.937500 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -178314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -178315.750000 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -178315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -178315.750000 Penalty: 3548.301514
	Iteration 17F: 3 clusters Score -178315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -140814.656250 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -140814.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139114.984375 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -139115 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140079.875000 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -140079.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140351.093750 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -140351.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140474.421875 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -140474.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140563.109375 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -140563.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140593.281250 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -140593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140600.156250 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -140600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140600.156250 Penalty: 3460.731689
	Iteration 7F: 3 clusters Score -140600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -54283.542969 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -54283.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52985.398438 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -52985.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53235.648438 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -53235.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53333.386719 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -53333.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -53380.632812 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -53380.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53443.496094 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -53443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -53495.742188 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -53495.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -53515.523438 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -53515.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -53526.531250 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -53526.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -53526.773438 Penalty: 3004.165039
	Iteration 8F: 3 clusters Score -53526.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -53533.632812 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -53533.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -53537.941406 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -53537.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53544.367188 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -53544.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53544.367188 Penalty: 3004.165039
	Iteration 12F: 3 clusters Score -53544.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -335915.875000 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -335915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -333109.218750 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -333109.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -333658.718750 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -333658.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -333780.062500 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -333780.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -333862.718750 Penalty: 3848.980225
	Iteration 3Q: 3 clusters Score -333862.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -333949.750000 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -333949.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -334090.656250 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -334090.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -334390.437500 Penalty: 3848.980225
	Iteration 6F: 3 clusters Score -334390.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -334823.187500 Penalty: 3848.980225
	Iteration 7F: 3 clusters Score -334823.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -335219.500000 Penalty: 3848.980225
	Iteration 8F: 3 clusters Score -335219.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -335458.531250 Penalty: 3848.980225
	Iteration 9F: 3 clusters Score -335458.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -335594.718750 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -335594.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -335695.187500 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -335695.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -335760.937500 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -335760.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -335780.781250 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -335780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -335789.562500 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -335789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -335793.781250 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -335793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -335794.750000 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -335794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -335794.812500 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -335794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -335795.937500 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -335795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -335796.250000 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -335796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -335796.250000 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -335796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Entering Unmasked Estep 
Score: -1454849.500000 Penalty: 2268.924805
	Iteration 0F: 2 clusters Score -1454850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1447588.375000 Penalty: 4537.849609
	Iteration 0F: 3 clusters Score -1447588 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1449683.000000 Penalty: 4537.849609
	Iteration 1F: 3 clusters Score -1449683 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1450000.375000 Penalty: 4537.849609
	Iteration 2F: 3 clusters Score -1450000 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1450217.750000 Penalty: 4537.849609
	Iteration 3F: 3 clusters Score -1450218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1450392.375000 Penalty: 4537.849609
	Iteration 4Q: 3 clusters Score -1450392 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1450550.375000 Penalty: 4537.849609
	Iteration 5Q: 3 clusters Score -1450550 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1450741.125000 Penalty: 4537.849609
	Iteration 6Q: 3 clusters Score -1450741 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1450938.625000 Penalty: 4537.849609
	Iteration 7Q: 3 clusters Score -1450939 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1451157.500000 Penalty: 4537.849609
	Iteration 8Q: 3 clusters Score -1451158 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1451431.000000 Penalty: 4537.849609
	Iteration 9Q: 3 clusters Score -1451431 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1451772.375000 Penalty: 4537.849609
	Iteration 10Q: 3 clusters Score -1451772 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1452078.125000 Penalty: 4537.849609
	Iteration 11Q: 3 clusters Score -1452078 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1452323.750000 Penalty: 4537.849609
	Iteration 12Q: 3 clusters Score -1452324 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1452530.500000 Penalty: 4537.849609
	Iteration 13Q: 3 clusters Score -1452530 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1452661.125000 Penalty: 4537.849609
	Iteration 14Q: 3 clusters Score -1452661 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1452732.625000 Penalty: 4537.849609
	Iteration 15Q: 3 clusters Score -1452733 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1452783.250000 Penalty: 4537.849609
	Iteration 16Q: 3 clusters Score -1452783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1452807.125000 Penalty: 4537.849609
	Iteration 17Q: 3 clusters Score -1452807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1452828.250000 Penalty: 4537.849609
	Iteration 18Q: 3 clusters Score -1452828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1452850.125000 Penalty: 4537.849609
	Iteration 19Q: 3 clusters Score -1452850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1452868.625000 Penalty: 4537.849609
	Iteration 20F: 3 clusters Score -1452869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1452878.125000 Penalty: 4537.849609
	Iteration 21Q: 3 clusters Score -1452878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1452887.750000 Penalty: 4537.849609
	Iteration 22Q: 3 clusters Score -1452888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1452902.125000 Penalty: 4537.849609
	Iteration 23Q: 3 clusters Score -1452902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1452913.000000 Penalty: 4537.849609
	Iteration 24Q: 3 clusters Score -1452913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1452918.000000 Penalty: 4537.849609
	Iteration 25Q: 3 clusters Score -1452918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1452926.500000 Penalty: 4537.849609
	Iteration 26Q: 3 clusters Score -1452926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1452938.875000 Penalty: 4537.849609
	Iteration 27Q: 3 clusters Score -1452939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1452944.875000 Penalty: 4537.849609
	Iteration 28Q: 3 clusters Score -1452945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1452950.500000 Penalty: 4537.849609
	Iteration 29Q: 3 clusters Score -1452950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1452958.250000 Penalty: 4537.849609
	Iteration 30Q: 3 clusters Score -1452958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1452964.250000 Penalty: 4537.849609
	Iteration 31Q: 3 clusters Score -1452964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1452971.875000 Penalty: 4537.849609
	Iteration 32Q: 3 clusters Score -1452972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1452974.125000 Penalty: 4537.849609
	Iteration 33Q: 3 clusters Score -1452974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1452976.750000 Penalty: 4537.849609
	Iteration 34Q: 3 clusters Score -1452977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1452978.000000 Penalty: 4537.849609
	Iteration 35Q: 3 clusters Score -1452978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1452982.375000 Penalty: 4537.849609
	Iteration 36Q: 3 clusters Score -1452982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1452987.875000 Penalty: 4537.849609
	Iteration 37Q: 3 clusters Score -1452988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1452989.625000 Penalty: 4537.849609
	Iteration 38Q: 3 clusters Score -1452990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1452989.625000 Penalty: 4537.849609
	Iteration 39Q: 3 clusters Score -1452990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1452992.125000 Penalty: 4537.849609
	Iteration 40F: 3 clusters Score -1452992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1452996.500000 Penalty: 4537.849609
	Iteration 41Q: 3 clusters Score -1452996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1452996.875000 Penalty: 4537.849609
	Iteration 42Q: 3 clusters Score -1452997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1452996.750000 Penalty: 4537.849609
	Iteration 43Q: 3 clusters Score -1452997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1452998.375000 Penalty: 4537.849609
	Iteration 44Q: 3 clusters Score -1452998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1453000.000000 Penalty: 4537.849609
	Iteration 45Q: 3 clusters Score -1453000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1452999.500000 Penalty: 4537.849609
	Iteration 46Q: 3 clusters Score -1453000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1453000.625000 Penalty: 4537.849609
	Iteration 47Q: 3 clusters Score -1453001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1453002.250000 Penalty: 4537.849609
	Iteration 48Q: 3 clusters Score -1453002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1453001.625000 Penalty: 4537.849609
	Iteration 49Q: 3 clusters Score -1453002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1453001.625000 Penalty: 4537.849609
	Iteration 50F: 3 clusters Score -1453002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (149253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Entering Unmasked Estep 
Score: -22811804.000000 Penalty: 2954.522705
	Iteration 0F: 2 clusters Score -2.28118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -22712900.000000 Penalty: 5909.045410
	Iteration 0F: 3 clusters Score -2.27129e+07 nChanged 71244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -22754160.000000 Penalty: 5909.045410
	Iteration 1F: 3 clusters Score -2.275416e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -22755060.000000 Penalty: 5909.045410
	Iteration 2Q: 3 clusters Score -2.275506e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -22755798.000000 Penalty: 5909.045410
	Iteration 3Q: 3 clusters Score -2.27558e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -22756928.000000 Penalty: 5909.045410
	Iteration 4Q: 3 clusters Score -2.275693e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -22758392.000000 Penalty: 5909.045410
	Iteration 5Q: 3 clusters Score -2.275839e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -22760968.000000 Penalty: 5909.045410
	Iteration 6Q: 3 clusters Score -2.276097e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -22764730.000000 Penalty: 5909.045410
	Iteration 7Q: 3 clusters Score -2.276473e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -22770326.000000 Penalty: 5909.045410
	Iteration 8F: 3 clusters Score -2.277033e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -22777902.000000 Penalty: 5909.045410
	Iteration 9F: 3 clusters Score -2.27779e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -22784630.000000 Penalty: 5909.045410
	Iteration 10F: 3 clusters Score -2.278463e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -22788736.000000 Penalty: 5909.045410
	Iteration 11Q: 3 clusters Score -2.278874e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -22790712.000000 Penalty: 5909.045410
	Iteration 12Q: 3 clusters Score -2.279071e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -22792380.000000 Penalty: 5909.045410
	Iteration 13Q: 3 clusters Score -2.279238e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -22793946.000000 Penalty: 5909.045410
	Iteration 14Q: 3 clusters Score -2.279395e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -22795460.000000 Penalty: 5909.045410
	Iteration 15Q: 3 clusters Score -2.279546e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -22797232.000000 Penalty: 5909.045410
	Iteration 16Q: 3 clusters Score -2.279723e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133420 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -22798988.000000 Penalty: 5909.045410
	Iteration 17Q: 3 clusters Score -2.279899e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -22800564.000000 Penalty: 5909.045410
	Iteration 18Q: 3 clusters Score -2.280056e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -22802188.000000 Penalty: 5909.045410
	Iteration 19Q: 3 clusters Score -2.280219e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -22803674.000000 Penalty: 5909.045410
	Iteration 20F: 3 clusters Score -2.280367e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -22805020.000000 Penalty: 5909.045410
	Iteration 21Q: 3 clusters Score -2.280502e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -22806138.000000 Penalty: 5909.045410
	Iteration 22Q: 3 clusters Score -2.280614e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145867 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22806972.000000 Penalty: 5909.045410
	Iteration 23Q: 3 clusters Score -2.280697e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -22807662.000000 Penalty: 5909.045410
	Iteration 24Q: 3 clusters Score -2.280766e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -22808064.000000 Penalty: 5909.045410
	Iteration 25Q: 3 clusters Score -2.280806e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22808382.000000 Penalty: 5909.045410
	Iteration 26Q: 3 clusters Score -2.280838e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22808608.000000 Penalty: 5909.045410
	Iteration 27Q: 3 clusters Score -2.280861e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22808792.000000 Penalty: 5909.045410
	Iteration 28Q: 3 clusters Score -2.280879e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22808888.000000 Penalty: 5909.045410
	Iteration 29Q: 3 clusters Score -2.280889e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -22808964.000000 Penalty: 5909.045410
	Iteration 30Q: 3 clusters Score -2.280896e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148617 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22809000.000000 Penalty: 5909.045410
	Iteration 31Q: 3 clusters Score -2.2809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -22809048.000000 Penalty: 5909.045410
	Iteration 32Q: 3 clusters Score -2.280905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -22809090.000000 Penalty: 5909.045410
	Iteration 33Q: 3 clusters Score -2.280909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22809106.000000 Penalty: 5909.045410
	Iteration 34Q: 3 clusters Score -2.280911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148740 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22809124.000000 Penalty: 5909.045410
	Iteration 35Q: 3 clusters Score -2.280912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22809166.000000 Penalty: 5909.045410
	Iteration 36Q: 3 clusters Score -2.280917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22809176.000000 Penalty: 5909.045410
	Iteration 37Q: 3 clusters Score -2.280918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22809184.000000 Penalty: 5909.045410
	Iteration 38Q: 3 clusters Score -2.280918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22809180.000000 Penalty: 5909.045410
	Iteration 39Q: 3 clusters Score -2.280918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22809168.000000 Penalty: 5909.045410
	Iteration 40F: 3 clusters Score -2.280917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22809176.000000 Penalty: 5909.045410
	Iteration 41Q: 3 clusters Score -2.280918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22809164.000000 Penalty: 5909.045410
	Iteration 42Q: 3 clusters Score -2.280916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22809178.000000 Penalty: 5909.045410
	Iteration 43Q: 3 clusters Score -2.280918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22809186.000000 Penalty: 5909.045410
	Iteration 44Q: 3 clusters Score -2.280919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22809186.000000 Penalty: 5909.045410
	Iteration 45F: 3 clusters Score -2.280919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -36743.636719 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -36743.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35645.222656 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -35645.22 nChanged 36
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: -35782.304688 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -35782.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35857.980469 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -35857.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35905.699219 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -35905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35919.765625 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -35919.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35927.957031 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -35927.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35927.957031 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -35927.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -101401.062500 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -101401.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99684.382812 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -99684.38 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99931.210938 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -99931.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100018.226562 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -100018.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100057.476562 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -100057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100084.648438 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -100084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100114.726562 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -100114.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -100134.664062 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -100134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -100139.359375 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -100139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100141.750000 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -100141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100142.773438 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -100142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100143.421875 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -100143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100143.421875 Penalty: 3294.026367
	Iteration 11F: 3 clusters Score -100143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -38632.285156 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -38632.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37343.242188 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -37343.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37488.167969 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -37488.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37550.144531 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -37550.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37591.808594 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -37591.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37597.046875 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -37597.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37599.769531 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -37599.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37599.769531 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -37599.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -238100.500000 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -238100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -235708.968750 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -235709 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -236187.468750 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -236187.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -236395.625000 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -236395.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -236554.703125 Penalty: 3667.363770
	Iteration 3F: 3 clusters Score -236554.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -236708.828125 Penalty: 3667.363770
	Iteration 4F: 3 clusters Score -236708.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -236820.968750 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -236821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236920.375000 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -236920.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -237000.203125 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -237000.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -237046.859375 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -237046.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -237089.843750 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -237089.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237132.625000 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -237132.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -237176.093750 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -237176.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -237209.000000 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -237209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -237236.968750 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -237237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -237278.421875 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -237278.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -237310.546875 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -237310.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -237338.234375 Penalty: 3667.363770
	Iteration 16Q: 3 clusters Score -237338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -237356.296875 Penalty: 3667.363770
	Iteration 17Q: 3 clusters Score -237356.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -237366.562500 Penalty: 3667.363770
	Iteration 18Q: 3 clusters Score -237366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -237377.500000 Penalty: 3667.363770
	Iteration 19Q: 3 clusters Score -237377.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -237386.859375 Penalty: 3667.363770
	Iteration 20F: 3 clusters Score -237386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -237393.328125 Penalty: 3667.363770
	Iteration 21Q: 3 clusters Score -237393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -237397.812500 Penalty: 3667.363770
	Iteration 22Q: 3 clusters Score -237397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -237403.500000 Penalty: 3667.363770
	Iteration 23Q: 3 clusters Score -237403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -237408.234375 Penalty: 3667.363770
	Iteration 24Q: 3 clusters Score -237408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -237409.093750 Penalty: 3667.363770
	Iteration 25Q: 3 clusters Score -237409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -237409.609375 Penalty: 3667.363770
	Iteration 26Q: 3 clusters Score -237409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -237409.609375 Penalty: 3667.363770
	Iteration 27F: 3 clusters Score -237409.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -48309.566406 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -48309.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46971.964844 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -46971.96 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47198.628906 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -47198.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47250.562500 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -47250.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47284.425781 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -47284.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47317.265625 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -47317.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47417.167969 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -47417.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47569.976562 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -47569.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47661.292969 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -47661.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47710.574219 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -47710.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47773.976562 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -47773.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47788.046875 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -47788.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47793.375000 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -47793.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47797.542969 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -47797.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47801.617188 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -47801.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47802.695312 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -47802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47802.695312 Penalty: 2971.766357
	Iteration 15F: 3 clusters Score -47802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -81733.859375 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -81733.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80234.265625 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -80234.27 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80662.234375 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -80662.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80998.500000 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -80998.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81240.968750 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -81240.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81448.867188 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -81448.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -81575.789062 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -81575.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81703.789062 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -81703.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -81731.093750 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -81731.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81755.968750 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -81755.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81780.617188 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -81780.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81785.953125 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -81785.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81788.273438 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -81788.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -81790.156250 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -81790.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -81790.156250 Penalty: 3214.862061
	Iteration 13F: 3 clusters Score -81790.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101634 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 149253 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 427 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 226 members 
Entering Unmasked Estep 
Score: -70339872.000000 Penalty: 139297.500000
Splitting cluster 37 changes total score from -70341464.000000 to -70339872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -37269.164062 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -37269.16 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 184 members 
Entering Unmasked Estep 
Score: -36171.015625 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -36171.02 nChanged 80
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: -36601.835938 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -36601.84 nChanged 18
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: -36689.304688 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -36689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36723.273438 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -36723.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36727.304688 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -36727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36737.660156 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -36737.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36741.113281 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -36741.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36744.183594 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -36744.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36749.660156 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -36749.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36751.636719 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -36751.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36751.636719 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -36751.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Entering Unmasked Estep 
Score: -3632474.750000 Penalty: 2502.219238
	Iteration 0F: 2 clusters Score -3632475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3615839.000000 Penalty: 5004.438477
	Iteration 0F: 3 clusters Score -3615839 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3621361.500000 Penalty: 5004.438477
	Iteration 1F: 3 clusters Score -3621362 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3621771.500000 Penalty: 5004.438477
	Iteration 2F: 3 clusters Score -3621772 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3622106.750000 Penalty: 5004.438477
	Iteration 3Q: 3 clusters Score -3622107 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3622356.000000 Penalty: 5004.438477
	Iteration 4Q: 3 clusters Score -3622356 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3622532.500000 Penalty: 5004.438477
	Iteration 5Q: 3 clusters Score -3622532 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3622711.750000 Penalty: 5004.438477
	Iteration 6Q: 3 clusters Score -3622712 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3622901.500000 Penalty: 5004.438477
	Iteration 7Q: 3 clusters Score -3622902 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3623098.750000 Penalty: 5004.438477
	Iteration 8Q: 3 clusters Score -3623099 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3623324.250000 Penalty: 5004.438477
	Iteration 9Q: 3 clusters Score -3623324 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3623650.750000 Penalty: 5004.438477
	Iteration 10Q: 3 clusters Score -3623651 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3624032.250000 Penalty: 5004.438477
	Iteration 11Q: 3 clusters Score -3624032 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3624461.250000 Penalty: 5004.438477
	Iteration 12Q: 3 clusters Score -3624461 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3625011.500000 Penalty: 5004.438477
	Iteration 13Q: 3 clusters Score -3625012 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3625517.750000 Penalty: 5004.438477
	Iteration 14Q: 3 clusters Score -3625518 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3625992.750000 Penalty: 5004.438477
	Iteration 15Q: 3 clusters Score -3625993 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3626340.250000 Penalty: 5004.438477
	Iteration 16Q: 3 clusters Score -3626340 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3626555.000000 Penalty: 5004.438477
	Iteration 17Q: 3 clusters Score -3626555 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3626725.750000 Penalty: 5004.438477
	Iteration 18Q: 3 clusters Score -3626726 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3626883.000000 Penalty: 5004.438477
	Iteration 19Q: 3 clusters Score -3626883 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3627020.500000 Penalty: 5004.438477
	Iteration 20F: 3 clusters Score -3627020 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3627159.000000 Penalty: 5004.438477
	Iteration 21Q: 3 clusters Score -3627159 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3627347.000000 Penalty: 5004.438477
	Iteration 22Q: 3 clusters Score -3627347 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3627521.500000 Penalty: 5004.438477
	Iteration 23Q: 3 clusters Score -3627522 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3627678.750000 Penalty: 5004.438477
	Iteration 24Q: 3 clusters Score -3627679 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3627864.000000 Penalty: 5004.438477
	Iteration 25Q: 3 clusters Score -3627864 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3628026.750000 Penalty: 5004.438477
	Iteration 26Q: 3 clusters Score -3628027 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3628210.000000 Penalty: 5004.438477
	Iteration 27Q: 3 clusters Score -3628210 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3628379.250000 Penalty: 5004.438477
	Iteration 28Q: 3 clusters Score -3628379 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3628601.750000 Penalty: 5004.438477
	Iteration 29Q: 3 clusters Score -3628602 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3628798.000000 Penalty: 5004.438477
	Iteration 30Q: 3 clusters Score -3628798 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3629032.500000 Penalty: 5004.438477
	Iteration 31Q: 3 clusters Score -3629032 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3629250.000000 Penalty: 5004.438477
	Iteration 32Q: 3 clusters Score -3629250 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3629429.250000 Penalty: 5004.438477
	Iteration 33Q: 3 clusters Score -3629429 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3629615.000000 Penalty: 5004.438477
	Iteration 34Q: 3 clusters Score -3629615 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3629744.250000 Penalty: 5004.438477
	Iteration 35Q: 3 clusters Score -3629744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3629861.500000 Penalty: 5004.438477
	Iteration 36Q: 3 clusters Score -3629862 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3629976.000000 Penalty: 5004.438477
	Iteration 37Q: 3 clusters Score -3629976 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3630067.250000 Penalty: 5004.438477
	Iteration 38Q: 3 clusters Score -3630067 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3630145.750000 Penalty: 5004.438477
	Iteration 39Q: 3 clusters Score -3630146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3630215.000000 Penalty: 5004.438477
	Iteration 40F: 3 clusters Score -3630215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3630263.500000 Penalty: 5004.438477
	Iteration 41Q: 3 clusters Score -3630264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3630305.500000 Penalty: 5004.438477
	Iteration 42Q: 3 clusters Score -3630306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3630327.250000 Penalty: 5004.438477
	Iteration 43Q: 3 clusters Score -3630327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3630352.750000 Penalty: 5004.438477
	Iteration 44Q: 3 clusters Score -3630353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3630370.000000 Penalty: 5004.438477
	Iteration 45Q: 3 clusters Score -3630370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3630382.250000 Penalty: 5004.438477
	Iteration 46Q: 3 clusters Score -3630382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3630395.750000 Penalty: 5004.438477
	Iteration 47Q: 3 clusters Score -3630396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3630405.750000 Penalty: 5004.438477
	Iteration 48Q: 3 clusters Score -3630406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3630409.250000 Penalty: 5004.438477
	Iteration 49Q: 3 clusters Score -3630409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3630412.000000 Penalty: 5004.438477
	Iteration 50Q: 3 clusters Score -3630412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3630414.000000 Penalty: 5004.438477
	Iteration 51Q: 3 clusters Score -3630414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3630419.000000 Penalty: 5004.438477
	Iteration 52Q: 3 clusters Score -3630419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3630427.250000 Penalty: 5004.438477
	Iteration 53Q: 3 clusters Score -3630427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3630428.750000 Penalty: 5004.438477
	Iteration 54Q: 3 clusters Score -3630429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3630425.000000 Penalty: 5004.438477
	Iteration 55Q: 3 clusters Score -3630425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3630433.750000 Penalty: 5004.438477
	Iteration 56Q: 3 clusters Score -3630434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3630432.750000 Penalty: 5004.438477
	Iteration 57Q: 3 clusters Score -3630433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3630430.750000 Penalty: 5004.438477
	Iteration 58Q: 3 clusters Score -3630431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3630434.000000 Penalty: 5004.438477
	Iteration 59Q: 3 clusters Score -3630434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3630435.000000 Penalty: 5004.438477
	Iteration 60F: 3 clusters Score -3630435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3630439.250000 Penalty: 5004.438477
	Iteration 61Q: 3 clusters Score -3630439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3630440.500000 Penalty: 5004.438477
	Iteration 62Q: 3 clusters Score -3630440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3630440.500000 Penalty: 5004.438477
	Iteration 63F: 3 clusters Score -3630440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -17193.433594 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -17193.43 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 118 members 
Entering Unmasked Estep 
Score: -16387.347656 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -16387.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16714.169922 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -16714.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16899.890625 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -16899.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17124.375000 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -17124.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17228.708984 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -17228.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17232.458984 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -17232.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17232.458984 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -17232.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101634 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 149253 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 74 members 
Entering Unmasked Estep 
Score: -70339576.000000 Penalty: 139297.500000
Splitting cluster 40 changes total score from -70341464.000000 to -70339576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -96845.460938 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -96845.46 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 384 members 
Entering Unmasked Estep 
Score: -95108.070312 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -95108.07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95418.750000 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -95418.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95712.828125 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -95712.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96108.039062 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -96108.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96601.890625 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -96601.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96919.570312 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -96919.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97130.875000 Penalty: 3284.877197
	Iteration 6F: 3 clusters Score -97130.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97195.195312 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -97195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97227.578125 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -97227.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97263.484375 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -97263.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97290.828125 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -97290.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -97325.093750 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -97325.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97335.484375 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -97335.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97344.976562 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -97344.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97355.109375 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -97355.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97366.984375 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -97366.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97370.250000 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -97370.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97373.500000 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -97373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97374.656250 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -97374.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97375.218750 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -97375.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97375.218750 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -97375.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101634 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 149253 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 265 members 
Entering Unmasked Estep 
Score: -70340384.000000 Penalty: 139297.500000
Splitting cluster 41 changes total score from -70341464.000000 to -70340384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -18624.744141 Penalty: 1261.723877
	Iteration 0F: 2 clusters Score -18624.74 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 86 members 
Entering Unmasked Estep 
Score: -17698.746094 Penalty: 2523.447754
	Iteration 0F: 3 clusters Score -17698.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17791.513672 Penalty: 2523.447754
	Iteration 1F: 3 clusters Score -17791.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17800.439453 Penalty: 2523.447754
	Iteration 2Q: 3 clusters Score -17800.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17800.439453 Penalty: 2523.447754
	Iteration 3F: 3 clusters Score -17800.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101634 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 149253 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341432.000000 Penalty: 136058.015625
Iteration 159Q: 43 clusters Score -7.034143e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20782 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 101749 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14161 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9396 members 
Mstep: Class 31 contains 149209 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24090 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341512.000000 Penalty: 136058.015625
Iteration 160F: 43 clusters Score -7.034151e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20780 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 101857 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14104 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9386 members 
Mstep: Class 31 contains 149167 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24092 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341472.000000 Penalty: 136058.015625
Iteration 161Q: 43 clusters Score -7.034147e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20778 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37603 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 101955 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44369 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 14038 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9379 members 
Mstep: Class 31 contains 149139 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24092 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341432.000000 Penalty: 136058.015625
Iteration 162Q: 43 clusters Score -7.034143e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20774 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37602 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 102063 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13968 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9373 members 
Mstep: Class 31 contains 149111 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24095 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341440.000000 Penalty: 136058.015625
Iteration 163Q: 43 clusters Score -7.034144e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20768 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37602 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 102166 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13907 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9369 members 
Mstep: Class 31 contains 149079 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24094 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341456.000000 Penalty: 136058.015625
Iteration 164Q: 43 clusters Score -7.034146e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20763 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37603 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13845 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9366 members 
Mstep: Class 31 contains 149034 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24094 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341408.000000 Penalty: 136058.015625
Iteration 165Q: 43 clusters Score -7.034141e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20760 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37606 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 102398 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13775 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9364 members 
Mstep: Class 31 contains 148995 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24093 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 166Q: 43 clusters Score -7.03415e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20754 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37607 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 102490 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44368 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13712 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9362 members 
Mstep: Class 31 contains 148972 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24092 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341544.000000 Penalty: 136058.015625
Iteration 167Q: 43 clusters Score -7.034154e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20749 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37609 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 102605 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44365 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13642 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9359 members 
Mstep: Class 31 contains 148934 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24094 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 168Q: 43 clusters Score -7.034161e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20747 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37610 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 102718 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44367 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13568 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9353 members 
Mstep: Class 31 contains 148903 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24094 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 169Q: 43 clusters Score -7.034162e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20743 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37608 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 102832 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44368 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9349 members 
Mstep: Class 31 contains 148870 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24094 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341632.000000 Penalty: 136058.015625
Iteration 170Q: 43 clusters Score -7.034163e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20741 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37609 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 102949 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13407 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 148844 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24094 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341560.000000 Penalty: 136058.015625
Iteration 171Q: 43 clusters Score -7.034156e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20735 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37613 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 103071 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13332 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 148804 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 768 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24093 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341664.000000 Penalty: 136058.015625
Iteration 172Q: 43 clusters Score -7.034166e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20727 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11544 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37613 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 103214 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13250 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 148758 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24090 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 173Q: 43 clusters Score -7.034161e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20721 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11543 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37610 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 103345 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44377 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9334 members 
Mstep: Class 31 contains 148698 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24088 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 174Q: 43 clusters Score -7.034161e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20714 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 11542 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37608 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 103486 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44377 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13138 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9332 members 
Mstep: Class 31 contains 148624 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24087 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341576.000000 Penalty: 136058.015625
Iteration 175Q: 43 clusters Score -7.034158e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20710 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 11542 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37609 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 103622 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13066 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9334 members 
Mstep: Class 31 contains 148561 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24086 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341424.000000 Penalty: 136058.015625
Iteration 176Q: 43 clusters Score -7.034142e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20708 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 11542 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37610 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 103747 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 148497 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24088 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341536.000000 Penalty: 136058.015625
Iteration 177Q: 43 clusters Score -7.034154e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20706 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11540 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37611 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 103881 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 148430 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341512.000000 Penalty: 136058.015625
Iteration 178Q: 43 clusters Score -7.034151e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20707 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 11540 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37609 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 104017 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 148379 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341576.000000 Penalty: 136058.015625
Iteration 179Q: 43 clusters Score -7.034158e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20703 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37611 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 104153 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12778 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9336 members 
Mstep: Class 31 contains 148331 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341560.000000 Penalty: 136058.015625
Iteration 180F: 43 clusters Score -7.034156e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20700 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 11540 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37611 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 104268 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12698 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9332 members 
Mstep: Class 31 contains 148296 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24095 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 181Q: 43 clusters Score -7.034162e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20698 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37611 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 104391 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12625 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 148255 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24095 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341656.000000 Penalty: 136058.015625
Iteration 182Q: 43 clusters Score -7.034166e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20698 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37613 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 104508 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44369 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12551 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 148212 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24095 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341752.000000 Penalty: 136058.015625
Iteration 183Q: 43 clusters Score -7.034175e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20700 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37617 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 104637 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9326 members 
Mstep: Class 31 contains 148169 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24095 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341704.000000 Penalty: 136058.015625
Iteration 184Q: 43 clusters Score -7.03417e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11299 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20702 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37627 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 104763 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9325 members 
Mstep: Class 31 contains 148121 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24095 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341696.000000 Penalty: 136058.015625
Iteration 185Q: 43 clusters Score -7.03417e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20698 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 37634 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 104902 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 148075 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24093 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341720.000000 Penalty: 136058.015625
Iteration 186Q: 43 clusters Score -7.034172e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 37635 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 105022 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 148036 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24093 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 187Q: 43 clusters Score -7.034162e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37636 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 105128 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44364 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9317 members 
Mstep: Class 31 contains 148000 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24093 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341592.000000 Penalty: 136058.015625
Iteration 188Q: 43 clusters Score -7.034159e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20694 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37636 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 105220 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44363 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9315 members 
Mstep: Class 31 contains 147978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24092 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341664.000000 Penalty: 136058.015625
Iteration 189Q: 43 clusters Score -7.034166e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37640 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 105285 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44365 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9312 members 
Mstep: Class 31 contains 147966 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24092 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341648.000000 Penalty: 136058.015625
Iteration 190Q: 43 clusters Score -7.034165e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11534 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37641 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 105348 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44359 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9308 members 
Mstep: Class 31 contains 147972 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24090 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 191Q: 43 clusters Score -7.034161e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37642 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 105418 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44358 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11926 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9298 members 
Mstep: Class 31 contains 147952 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24091 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 192Q: 43 clusters Score -7.034161e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20694 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37645 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 105473 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44358 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11874 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9294 members 
Mstep: Class 31 contains 147948 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24093 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341664.000000 Penalty: 136058.015625
Iteration 193Q: 43 clusters Score -7.034166e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20689 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37645 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 105524 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44351 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147944 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24096 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341648.000000 Penalty: 136058.015625
Iteration 194Q: 43 clusters Score -7.034165e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20687 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37644 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 105580 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44346 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11793 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147938 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24097 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 195Q: 43 clusters Score -7.034161e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20683 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37645 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 105631 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44347 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11751 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147928 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24100 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341584.000000 Penalty: 136058.015625
Iteration 196Q: 43 clusters Score -7.034158e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20681 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37648 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 105685 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44343 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11696 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147931 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 653 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24101 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341584.000000 Penalty: 136058.015625
Iteration 197Q: 43 clusters Score -7.034158e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37652 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 105750 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44340 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9296 members 
Mstep: Class 31 contains 147923 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24102 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341624.000000 Penalty: 136058.015625
Iteration 198Q: 43 clusters Score -7.034162e+07 nChanged 144
Entering ConstructFrom: 
Score: -70341624.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (9697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Entering Unmasked Estep 
Score: -1473450.875000 Penalty: 2276.533936
	Iteration 0F: 2 clusters Score -1473451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1465916.750000 Penalty: 4553.067871
	Iteration 0F: 3 clusters Score -1465917 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1468175.250000 Penalty: 4553.067871
	Iteration 1F: 3 clusters Score -1468175 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1468529.000000 Penalty: 4553.067871
	Iteration 2F: 3 clusters Score -1468529 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1468803.500000 Penalty: 4553.067871
	Iteration 3F: 3 clusters Score -1468804 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1469002.125000 Penalty: 4553.067871
	Iteration 4Q: 3 clusters Score -1469002 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1469193.875000 Penalty: 4553.067871
	Iteration 5Q: 3 clusters Score -1469194 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1469370.000000 Penalty: 4553.067871
	Iteration 6Q: 3 clusters Score -1469370 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1469531.500000 Penalty: 4553.067871
	Iteration 7Q: 3 clusters Score -1469532 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1469686.125000 Penalty: 4553.067871
	Iteration 8Q: 3 clusters Score -1469686 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1469873.500000 Penalty: 4553.067871
	Iteration 9Q: 3 clusters Score -1469874 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1470155.625000 Penalty: 4553.067871
	Iteration 10Q: 3 clusters Score -1470156 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1470527.875000 Penalty: 4553.067871
	Iteration 11Q: 3 clusters Score -1470528 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1470950.750000 Penalty: 4553.067871
	Iteration 12Q: 3 clusters Score -1470951 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1471314.625000 Penalty: 4553.067871
	Iteration 13Q: 3 clusters Score -1471315 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1471588.875000 Penalty: 4553.067871
	Iteration 14Q: 3 clusters Score -1471589 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1471773.500000 Penalty: 4553.067871
	Iteration 15Q: 3 clusters Score -1471774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1471886.500000 Penalty: 4553.067871
	Iteration 16Q: 3 clusters Score -1471886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1471959.000000 Penalty: 4553.067871
	Iteration 17Q: 3 clusters Score -1471959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1472008.125000 Penalty: 4553.067871
	Iteration 18Q: 3 clusters Score -1472008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1472047.750000 Penalty: 4553.067871
	Iteration 19Q: 3 clusters Score -1472048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1472070.875000 Penalty: 4553.067871
	Iteration 20F: 3 clusters Score -1472071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1472097.500000 Penalty: 4553.067871
	Iteration 21Q: 3 clusters Score -1472098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1472109.375000 Penalty: 4553.067871
	Iteration 22Q: 3 clusters Score -1472109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1472116.750000 Penalty: 4553.067871
	Iteration 23Q: 3 clusters Score -1472117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1472125.000000 Penalty: 4553.067871
	Iteration 24Q: 3 clusters Score -1472125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1472132.875000 Penalty: 4553.067871
	Iteration 25Q: 3 clusters Score -1472133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1472136.750000 Penalty: 4553.067871
	Iteration 26Q: 3 clusters Score -1472137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1472140.500000 Penalty: 4553.067871
	Iteration 27Q: 3 clusters Score -1472140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1472142.375000 Penalty: 4553.067871
	Iteration 28Q: 3 clusters Score -1472142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1472146.500000 Penalty: 4553.067871
	Iteration 29Q: 3 clusters Score -1472146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1472144.500000 Penalty: 4553.067871
	Iteration 30Q: 3 clusters Score -1472144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1472146.250000 Penalty: 4553.067871
	Iteration 31Q: 3 clusters Score -1472146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1472146.250000 Penalty: 4553.067871
	Iteration 32F: 3 clusters Score -1472146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Entering Unmasked Estep 
Score: -1635355.250000 Penalty: 2314.386475
	Iteration 0F: 2 clusters Score -1635355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1626849.750000 Penalty: 4628.772949
	Iteration 0F: 3 clusters Score -1626850 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1629481.250000 Penalty: 4628.772949
	Iteration 1F: 3 clusters Score -1629481 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1629929.000000 Penalty: 4628.772949
	Iteration 2F: 3 clusters Score -1629929 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1630377.375000 Penalty: 4628.772949
	Iteration 3F: 3 clusters Score -1630377 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1630974.250000 Penalty: 4628.772949
	Iteration 4F: 3 clusters Score -1630974 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1631723.750000 Penalty: 4628.772949
	Iteration 5F: 3 clusters Score -1631724 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1632474.375000 Penalty: 4628.772949
	Iteration 6F: 3 clusters Score -1632474 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1633167.250000 Penalty: 4628.772949
	Iteration 7F: 3 clusters Score -1633167 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1633652.875000 Penalty: 4628.772949
	Iteration 8F: 3 clusters Score -1633653 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1633905.375000 Penalty: 4628.772949
	Iteration 9Q: 3 clusters Score -1633905 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1634081.375000 Penalty: 4628.772949
	Iteration 10Q: 3 clusters Score -1634081 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1634213.375000 Penalty: 4628.772949
	Iteration 11Q: 3 clusters Score -1634213 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1634325.625000 Penalty: 4628.772949
	Iteration 12Q: 3 clusters Score -1634326 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1634436.875000 Penalty: 4628.772949
	Iteration 13Q: 3 clusters Score -1634437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1634519.625000 Penalty: 4628.772949
	Iteration 14Q: 3 clusters Score -1634520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1634600.250000 Penalty: 4628.772949
	Iteration 15Q: 3 clusters Score -1634600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1634683.750000 Penalty: 4628.772949
	Iteration 16Q: 3 clusters Score -1634684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1634757.125000 Penalty: 4628.772949
	Iteration 17Q: 3 clusters Score -1634757 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1634838.875000 Penalty: 4628.772949
	Iteration 18Q: 3 clusters Score -1634839 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1634913.250000 Penalty: 4628.772949
	Iteration 19Q: 3 clusters Score -1634913 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1634965.875000 Penalty: 4628.772949
	Iteration 20F: 3 clusters Score -1634966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1635022.125000 Penalty: 4628.772949
	Iteration 21Q: 3 clusters Score -1635022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1635077.125000 Penalty: 4628.772949
	Iteration 22Q: 3 clusters Score -1635077 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1635135.125000 Penalty: 4628.772949
	Iteration 23Q: 3 clusters Score -1635135 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1635195.125000 Penalty: 4628.772949
	Iteration 24Q: 3 clusters Score -1635195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1635249.250000 Penalty: 4628.772949
	Iteration 25Q: 3 clusters Score -1635249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1635292.250000 Penalty: 4628.772949
	Iteration 26Q: 3 clusters Score -1635292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1635316.000000 Penalty: 4628.772949
	Iteration 27Q: 3 clusters Score -1635316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1635337.875000 Penalty: 4628.772949
	Iteration 28Q: 3 clusters Score -1635338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1635348.500000 Penalty: 4628.772949
	Iteration 29Q: 3 clusters Score -1635348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1635363.625000 Penalty: 4628.772949
	Iteration 30Q: 3 clusters Score -1635364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1635373.750000 Penalty: 4628.772949
	Iteration 31Q: 3 clusters Score -1635374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1635384.125000 Penalty: 4628.772949
	Iteration 32Q: 3 clusters Score -1635384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1635391.625000 Penalty: 4628.772949
	Iteration 33Q: 3 clusters Score -1635392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1635397.000000 Penalty: 4628.772949
	Iteration 34Q: 3 clusters Score -1635397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1635397.625000 Penalty: 4628.772949
	Iteration 35Q: 3 clusters Score -1635398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1635399.500000 Penalty: 4628.772949
	Iteration 36Q: 3 clusters Score -1635400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1635397.875000 Penalty: 4628.772949
	Iteration 37Q: 3 clusters Score -1635398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1635399.250000 Penalty: 4628.772949
	Iteration 38Q: 3 clusters Score -1635399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1635401.875000 Penalty: 4628.772949
	Iteration 39Q: 3 clusters Score -1635402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1635401.625000 Penalty: 4628.772949
	Iteration 40F: 3 clusters Score -1635402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1635402.625000 Penalty: 4628.772949
	Iteration 41Q: 3 clusters Score -1635403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1635404.375000 Penalty: 4628.772949
	Iteration 42Q: 3 clusters Score -1635404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1635404.375000 Penalty: 4628.772949
	Iteration 43F: 3 clusters Score -1635404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37655 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 105818 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147918 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24102 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 2601 members 
Entering Unmasked Estep 
Score: -70340640.000000 Penalty: 139297.500000
Splitting cluster 2 changes total score from -70341624.000000 to -70340640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -125854.070312 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -125854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -124022.421875 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -124022.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124532.859375 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -124532.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124874.765625 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -124874.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -125107.062500 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -125107.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -125364.578125 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -125364.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -125572.132812 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -125572.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -125679.656250 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -125679.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -125742.796875 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -125742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -125778.351562 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -125778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -125803.539062 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -125803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -125813.960938 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -125814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -125815.578125 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -125815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -125815.578125 Penalty: 3378.377197
	Iteration 12F: 3 clusters Score -125815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Entering Unmasked Estep 
Score: -3215989.000000 Penalty: 2464.332764
	Iteration 0F: 2 clusters Score -3215989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3201435.250000 Penalty: 4928.665527
	Iteration 0F: 3 clusters Score -3201435 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3206162.250000 Penalty: 4928.665527
	Iteration 1F: 3 clusters Score -3206162 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3206498.250000 Penalty: 4928.665527
	Iteration 2Q: 3 clusters Score -3206498 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3206784.750000 Penalty: 4928.665527
	Iteration 3Q: 3 clusters Score -3206785 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3207050.500000 Penalty: 4928.665527
	Iteration 4Q: 3 clusters Score -3207050 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3207282.750000 Penalty: 4928.665527
	Iteration 5Q: 3 clusters Score -3207283 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3207567.250000 Penalty: 4928.665527
	Iteration 6Q: 3 clusters Score -3207567 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3207887.250000 Penalty: 4928.665527
	Iteration 7Q: 3 clusters Score -3207887 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3208268.000000 Penalty: 4928.665527
	Iteration 8Q: 3 clusters Score -3208268 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3208754.500000 Penalty: 4928.665527
	Iteration 9Q: 3 clusters Score -3208754 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3209428.000000 Penalty: 4928.665527
	Iteration 10F: 3 clusters Score -3209428 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3210295.500000 Penalty: 4928.665527
	Iteration 11F: 3 clusters Score -3210296 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3211304.750000 Penalty: 4928.665527
	Iteration 12F: 3 clusters Score -3211305 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3212273.750000 Penalty: 4928.665527
	Iteration 13F: 3 clusters Score -3212274 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3212939.500000 Penalty: 4928.665527
	Iteration 14Q: 3 clusters Score -3212940 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3213334.000000 Penalty: 4928.665527
	Iteration 15Q: 3 clusters Score -3213334 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3213536.250000 Penalty: 4928.665527
	Iteration 16Q: 3 clusters Score -3213536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3213632.750000 Penalty: 4928.665527
	Iteration 17Q: 3 clusters Score -3213633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3213706.000000 Penalty: 4928.665527
	Iteration 18Q: 3 clusters Score -3213706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3213737.750000 Penalty: 4928.665527
	Iteration 19Q: 3 clusters Score -3213738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3213783.000000 Penalty: 4928.665527
	Iteration 20F: 3 clusters Score -3213783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3213793.000000 Penalty: 4928.665527
	Iteration 21Q: 3 clusters Score -3213793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3213807.500000 Penalty: 4928.665527
	Iteration 22Q: 3 clusters Score -3213808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3213815.000000 Penalty: 4928.665527
	Iteration 23Q: 3 clusters Score -3213815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3213819.750000 Penalty: 4928.665527
	Iteration 24Q: 3 clusters Score -3213820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3213821.500000 Penalty: 4928.665527
	Iteration 25Q: 3 clusters Score -3213822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3213825.250000 Penalty: 4928.665527
	Iteration 26Q: 3 clusters Score -3213825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3213838.500000 Penalty: 4928.665527
	Iteration 27Q: 3 clusters Score -3213838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3213837.250000 Penalty: 4928.665527
	Iteration 28Q: 3 clusters Score -3213837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3213845.500000 Penalty: 4928.665527
	Iteration 29Q: 3 clusters Score -3213846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3213845.250000 Penalty: 4928.665527
	Iteration 30Q: 3 clusters Score -3213845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3213845.250000 Penalty: 4928.665527
	Iteration 31F: 3 clusters Score -3213845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -325890.218750 Penalty: 1906.168335
	Iteration 0F: 2 clusters Score -325890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -323129.312500 Penalty: 3812.336670
	Iteration 0F: 3 clusters Score -323129.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -323687.937500 Penalty: 3812.336670
	Iteration 1F: 3 clusters Score -323687.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -323948.437500 Penalty: 3812.336670
	Iteration 2F: 3 clusters Score -323948.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -324157.343750 Penalty: 3812.336670
	Iteration 3F: 3 clusters Score -324157.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -324339.375000 Penalty: 3812.336670
	Iteration 4F: 3 clusters Score -324339.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -324485.875000 Penalty: 3812.336670
	Iteration 5F: 3 clusters Score -324485.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -324577.906250 Penalty: 3812.336670
	Iteration 6Q: 3 clusters Score -324577.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324642.968750 Penalty: 3812.336670
	Iteration 7Q: 3 clusters Score -324643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324684.125000 Penalty: 3812.336670
	Iteration 8Q: 3 clusters Score -324684.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -324709.656250 Penalty: 3812.336670
	Iteration 9Q: 3 clusters Score -324709.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324727.562500 Penalty: 3812.336670
	Iteration 10Q: 3 clusters Score -324727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324736.625000 Penalty: 3812.336670
	Iteration 11Q: 3 clusters Score -324736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324740.375000 Penalty: 3812.336670
	Iteration 12Q: 3 clusters Score -324740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -324745.125000 Penalty: 3812.336670
	Iteration 13Q: 3 clusters Score -324745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -324747.281250 Penalty: 3812.336670
	Iteration 14Q: 3 clusters Score -324747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -324747.281250 Penalty: 3812.336670
	Iteration 15F: 3 clusters Score -324747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -35794.230469 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -35794.23 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 155 members 
Entering Unmasked Estep 
Score: -34581.128906 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34581.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34752.324219 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34752.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34766.558594 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -34766.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34766.558594 Penalty: 2805.372070
	Iteration 3F: 3 clusters Score -34766.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -44030.085938 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -44030.09 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 165 members 
Entering Unmasked Estep 
Score: -42764.855469 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -42764.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42952.601562 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42952.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43019.894531 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -43019.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43084.433594 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -43084.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43167.687500 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -43167.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43208.468750 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -43208.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43285.187500 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -43285.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43358.640625 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -43358.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43376.167969 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -43376.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43407.921875 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -43407.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43423.214844 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -43423.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -43442.234375 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -43442.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43455.519531 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -43455.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43466.113281 Penalty: 2896.958252
	Iteration 13Q: 3 clusters Score -43466.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -43469.519531 Penalty: 2896.958252
	Iteration 14Q: 3 clusters Score -43469.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -43469.519531 Penalty: 2896.958252
	Iteration 15F: 3 clusters Score -43469.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -746700.875000 Penalty: 2117.709229
	Iteration 0F: 2 clusters Score -746700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -742125.250000 Penalty: 4235.418457
	Iteration 0F: 3 clusters Score -742125.2 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -743306.187500 Penalty: 4235.418457
	Iteration 1F: 3 clusters Score -743306.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -743543.500000 Penalty: 4235.418457
	Iteration 2F: 3 clusters Score -743543.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -743699.875000 Penalty: 4235.418457
	Iteration 3F: 3 clusters Score -743699.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -743811.062500 Penalty: 4235.418457
	Iteration 4Q: 3 clusters Score -743811.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -743892.875000 Penalty: 4235.418457
	Iteration 5Q: 3 clusters Score -743892.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -743963.250000 Penalty: 4235.418457
	Iteration 6Q: 3 clusters Score -743963.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -744028.562500 Penalty: 4235.418457
	Iteration 7Q: 3 clusters Score -744028.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -744098.812500 Penalty: 4235.418457
	Iteration 8Q: 3 clusters Score -744098.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -744168.187500 Penalty: 4235.418457
	Iteration 9Q: 3 clusters Score -744168.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -744239.187500 Penalty: 4235.418457
	Iteration 10Q: 3 clusters Score -744239.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -744303.375000 Penalty: 4235.418457
	Iteration 11Q: 3 clusters Score -744303.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -744357.625000 Penalty: 4235.418457
	Iteration 12Q: 3 clusters Score -744357.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -744415.000000 Penalty: 4235.418457
	Iteration 13Q: 3 clusters Score -744415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -744468.187500 Penalty: 4235.418457
	Iteration 14Q: 3 clusters Score -744468.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -744525.750000 Penalty: 4235.418457
	Iteration 15Q: 3 clusters Score -744525.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -744582.875000 Penalty: 4235.418457
	Iteration 16Q: 3 clusters Score -744582.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -744644.687500 Penalty: 4235.418457
	Iteration 17Q: 3 clusters Score -744644.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -744696.625000 Penalty: 4235.418457
	Iteration 18Q: 3 clusters Score -744696.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -744767.812500 Penalty: 4235.418457
	Iteration 19Q: 3 clusters Score -744767.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -744814.625000 Penalty: 4235.418457
	Iteration 20F: 3 clusters Score -744814.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -744845.562500 Penalty: 4235.418457
	Iteration 21Q: 3 clusters Score -744845.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -744880.500000 Penalty: 4235.418457
	Iteration 22Q: 3 clusters Score -744880.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -744906.125000 Penalty: 4235.418457
	Iteration 23Q: 3 clusters Score -744906.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -744933.750000 Penalty: 4235.418457
	Iteration 24Q: 3 clusters Score -744933.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -744965.187500 Penalty: 4235.418457
	Iteration 25Q: 3 clusters Score -744965.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -744999.187500 Penalty: 4235.418457
	Iteration 26Q: 3 clusters Score -744999.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -745018.312500 Penalty: 4235.418457
	Iteration 27Q: 3 clusters Score -745018.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -745033.625000 Penalty: 4235.418457
	Iteration 28Q: 3 clusters Score -745033.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -745051.875000 Penalty: 4235.418457
	Iteration 29Q: 3 clusters Score -745051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -745064.750000 Penalty: 4235.418457
	Iteration 30Q: 3 clusters Score -745064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -745081.812500 Penalty: 4235.418457
	Iteration 31Q: 3 clusters Score -745081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -745097.187500 Penalty: 4235.418457
	Iteration 32Q: 3 clusters Score -745097.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -745108.937500 Penalty: 4235.418457
	Iteration 33Q: 3 clusters Score -745108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -745114.437500 Penalty: 4235.418457
	Iteration 34Q: 3 clusters Score -745114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -745116.250000 Penalty: 4235.418457
	Iteration 35Q: 3 clusters Score -745116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -745122.062500 Penalty: 4235.418457
	Iteration 36Q: 3 clusters Score -745122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -745123.812500 Penalty: 4235.418457
	Iteration 37Q: 3 clusters Score -745123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -745127.187500 Penalty: 4235.418457
	Iteration 38Q: 3 clusters Score -745127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -745127.812500 Penalty: 4235.418457
	Iteration 39Q: 3 clusters Score -745127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -745129.062500 Penalty: 4235.418457
	Iteration 40F: 3 clusters Score -745129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -745128.062500 Penalty: 4235.418457
	Iteration 41Q: 3 clusters Score -745128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -745128.062500 Penalty: 4235.418457
	Iteration 42F: 3 clusters Score -745128.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Entering Unmasked Estep 
Score: -1737737.250000 Penalty: 2319.622070
	Iteration 0F: 2 clusters Score -1737737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1729106.375000 Penalty: 4639.244141
	Iteration 0F: 3 clusters Score -1729106 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1731647.500000 Penalty: 4639.244141
	Iteration 1F: 3 clusters Score -1731648 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1731952.000000 Penalty: 4639.244141
	Iteration 2F: 3 clusters Score -1731952 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1732139.500000 Penalty: 4639.244141
	Iteration 3Q: 3 clusters Score -1732140 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1732294.250000 Penalty: 4639.244141
	Iteration 4Q: 3 clusters Score -1732294 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1732404.750000 Penalty: 4639.244141
	Iteration 5Q: 3 clusters Score -1732405 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1732489.250000 Penalty: 4639.244141
	Iteration 6Q: 3 clusters Score -1732489 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1732557.625000 Penalty: 4639.244141
	Iteration 7Q: 3 clusters Score -1732558 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1732618.625000 Penalty: 4639.244141
	Iteration 8Q: 3 clusters Score -1732619 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1732683.375000 Penalty: 4639.244141
	Iteration 9Q: 3 clusters Score -1732683 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1732750.625000 Penalty: 4639.244141
	Iteration 10Q: 3 clusters Score -1732751 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1732821.500000 Penalty: 4639.244141
	Iteration 11Q: 3 clusters Score -1732822 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1732901.500000 Penalty: 4639.244141
	Iteration 12Q: 3 clusters Score -1732902 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1733002.000000 Penalty: 4639.244141
	Iteration 13Q: 3 clusters Score -1733002 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1733102.625000 Penalty: 4639.244141
	Iteration 14Q: 3 clusters Score -1733103 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1733210.125000 Penalty: 4639.244141
	Iteration 15Q: 3 clusters Score -1733210 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1733342.250000 Penalty: 4639.244141
	Iteration 16Q: 3 clusters Score -1733342 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1733492.375000 Penalty: 4639.244141
	Iteration 17Q: 3 clusters Score -1733492 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1733651.875000 Penalty: 4639.244141
	Iteration 18Q: 3 clusters Score -1733652 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1733817.000000 Penalty: 4639.244141
	Iteration 19Q: 3 clusters Score -1733817 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1733993.125000 Penalty: 4639.244141
	Iteration 20F: 3 clusters Score -1733993 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1734146.000000 Penalty: 4639.244141
	Iteration 21Q: 3 clusters Score -1734146 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1734263.875000 Penalty: 4639.244141
	Iteration 22Q: 3 clusters Score -1734264 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1734387.250000 Penalty: 4639.244141
	Iteration 23Q: 3 clusters Score -1734387 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1734520.375000 Penalty: 4639.244141
	Iteration 24Q: 3 clusters Score -1734520 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1734642.125000 Penalty: 4639.244141
	Iteration 25Q: 3 clusters Score -1734642 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1734791.625000 Penalty: 4639.244141
	Iteration 26Q: 3 clusters Score -1734792 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1734939.625000 Penalty: 4639.244141
	Iteration 27Q: 3 clusters Score -1734940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1735055.250000 Penalty: 4639.244141
	Iteration 28Q: 3 clusters Score -1735055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1735152.000000 Penalty: 4639.244141
	Iteration 29Q: 3 clusters Score -1735152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1735224.500000 Penalty: 4639.244141
	Iteration 30Q: 3 clusters Score -1735224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1735299.000000 Penalty: 4639.244141
	Iteration 31Q: 3 clusters Score -1735299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1735353.000000 Penalty: 4639.244141
	Iteration 32Q: 3 clusters Score -1735353 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1735392.625000 Penalty: 4639.244141
	Iteration 33Q: 3 clusters Score -1735393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1735423.875000 Penalty: 4639.244141
	Iteration 34Q: 3 clusters Score -1735424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1735443.625000 Penalty: 4639.244141
	Iteration 35Q: 3 clusters Score -1735444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1735467.875000 Penalty: 4639.244141
	Iteration 36Q: 3 clusters Score -1735468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1735483.625000 Penalty: 4639.244141
	Iteration 37Q: 3 clusters Score -1735484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1735498.250000 Penalty: 4639.244141
	Iteration 38Q: 3 clusters Score -1735498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1735515.250000 Penalty: 4639.244141
	Iteration 39Q: 3 clusters Score -1735515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1735537.750000 Penalty: 4639.244141
	Iteration 40F: 3 clusters Score -1735538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1735564.375000 Penalty: 4639.244141
	Iteration 41Q: 3 clusters Score -1735564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1735575.625000 Penalty: 4639.244141
	Iteration 42Q: 3 clusters Score -1735576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1735586.750000 Penalty: 4639.244141
	Iteration 43Q: 3 clusters Score -1735587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1735596.750000 Penalty: 4639.244141
	Iteration 44Q: 3 clusters Score -1735597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1735612.500000 Penalty: 4639.244141
	Iteration 45Q: 3 clusters Score -1735612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1735631.250000 Penalty: 4639.244141
	Iteration 46Q: 3 clusters Score -1735631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1735640.875000 Penalty: 4639.244141
	Iteration 47Q: 3 clusters Score -1735641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1735656.125000 Penalty: 4639.244141
	Iteration 48Q: 3 clusters Score -1735656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1735671.625000 Penalty: 4639.244141
	Iteration 49Q: 3 clusters Score -1735672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1735676.875000 Penalty: 4639.244141
	Iteration 50Q: 3 clusters Score -1735677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1735682.500000 Penalty: 4639.244141
	Iteration 51Q: 3 clusters Score -1735682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1735689.125000 Penalty: 4639.244141
	Iteration 52Q: 3 clusters Score -1735689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1735691.500000 Penalty: 4639.244141
	Iteration 53Q: 3 clusters Score -1735692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1735693.500000 Penalty: 4639.244141
	Iteration 54Q: 3 clusters Score -1735694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1735695.375000 Penalty: 4639.244141
	Iteration 55Q: 3 clusters Score -1735695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1735699.500000 Penalty: 4639.244141
	Iteration 56Q: 3 clusters Score -1735700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1735700.125000 Penalty: 4639.244141
	Iteration 57Q: 3 clusters Score -1735700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1735700.625000 Penalty: 4639.244141
	Iteration 58Q: 3 clusters Score -1735701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1735700.875000 Penalty: 4639.244141
	Iteration 59Q: 3 clusters Score -1735701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1735700.875000 Penalty: 4639.244141
	Iteration 60F: 3 clusters Score -1735701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -349083.375000 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -349083.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -346252.250000 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -346252.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -346806.593750 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -346806.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -346978.437500 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -346978.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -347083.093750 Penalty: 3845.158203
	Iteration 3F: 3 clusters Score -347083.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -347135.281250 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -347135.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -347170.906250 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -347170.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -347191.625000 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -347191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -347203.718750 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -347203.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -347214.656250 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -347214.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -347224.031250 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -347224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -347232.562500 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -347232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -347240.375000 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -347240.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -347251.125000 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -347251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -347261.125000 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -347261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -347267.406250 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -347267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -347277.375000 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -347277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -347287.125000 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -347287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347292.937500 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -347292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -347296.437500 Penalty: 3845.158203
	Iteration 18Q: 3 clusters Score -347296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -347301.125000 Penalty: 3845.158203
	Iteration 19Q: 3 clusters Score -347301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -347305.937500 Penalty: 3845.158203
	Iteration 20F: 3 clusters Score -347305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -347309.062500 Penalty: 3845.158203
	Iteration 21Q: 3 clusters Score -347309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -347312.375000 Penalty: 3845.158203
	Iteration 22Q: 3 clusters Score -347312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -347315.156250 Penalty: 3845.158203
	Iteration 23Q: 3 clusters Score -347315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347315.937500 Penalty: 3845.158203
	Iteration 24Q: 3 clusters Score -347315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347315.937500 Penalty: 3845.158203
	Iteration 25F: 3 clusters Score -347315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Entering Unmasked Estep 
Score: -5725874.000000 Penalty: 2612.982666
	Iteration 0F: 2 clusters Score -5725874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5700403.000000 Penalty: 5225.965332
	Iteration 0F: 3 clusters Score -5700403 nChanged 17138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -5709778.500000 Penalty: 5225.965332
	Iteration 1F: 3 clusters Score -5709778 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -5710272.000000 Penalty: 5225.965332
	Iteration 2Q: 3 clusters Score -5710272 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5710830.500000 Penalty: 5225.965332
	Iteration 3Q: 3 clusters Score -5710830 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -5711408.500000 Penalty: 5225.965332
	Iteration 4Q: 3 clusters Score -5711408 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -5712166.500000 Penalty: 5225.965332
	Iteration 5Q: 3 clusters Score -5712166 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -5713085.500000 Penalty: 5225.965332
	Iteration 6Q: 3 clusters Score -5713086 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5714221.000000 Penalty: 5225.965332
	Iteration 7F: 3 clusters Score -5714221 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -5715546.000000 Penalty: 5225.965332
	Iteration 8F: 3 clusters Score -5715546 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -5716899.500000 Penalty: 5225.965332
	Iteration 9F: 3 clusters Score -5716900 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -5718211.500000 Penalty: 5225.965332
	Iteration 10Q: 3 clusters Score -5718212 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -5719283.500000 Penalty: 5225.965332
	Iteration 11Q: 3 clusters Score -5719284 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -5720077.500000 Penalty: 5225.965332
	Iteration 12Q: 3 clusters Score -5720078 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5720663.500000 Penalty: 5225.965332
	Iteration 13Q: 3 clusters Score -5720664 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5721089.000000 Penalty: 5225.965332
	Iteration 14Q: 3 clusters Score -5721089 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5721405.500000 Penalty: 5225.965332
	Iteration 15Q: 3 clusters Score -5721406 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5721687.000000 Penalty: 5225.965332
	Iteration 16Q: 3 clusters Score -5721687 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -5721888.500000 Penalty: 5225.965332
	Iteration 17Q: 3 clusters Score -5721888 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5722099.000000 Penalty: 5225.965332
	Iteration 18Q: 3 clusters Score -5722099 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5722243.000000 Penalty: 5225.965332
	Iteration 19Q: 3 clusters Score -5722243 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5722427.000000 Penalty: 5225.965332
	Iteration 20F: 3 clusters Score -5722427 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5722592.000000 Penalty: 5225.965332
	Iteration 21Q: 3 clusters Score -5722592 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5722812.500000 Penalty: 5225.965332
	Iteration 22Q: 3 clusters Score -5722812 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5723029.500000 Penalty: 5225.965332
	Iteration 23Q: 3 clusters Score -5723030 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5723251.500000 Penalty: 5225.965332
	Iteration 24Q: 3 clusters Score -5723252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5723470.500000 Penalty: 5225.965332
	Iteration 25Q: 3 clusters Score -5723470 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5723613.500000 Penalty: 5225.965332
	Iteration 26Q: 3 clusters Score -5723614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5723708.500000 Penalty: 5225.965332
	Iteration 27Q: 3 clusters Score -5723708 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5723790.000000 Penalty: 5225.965332
	Iteration 28Q: 3 clusters Score -5723790 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5723834.500000 Penalty: 5225.965332
	Iteration 29Q: 3 clusters Score -5723834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5723874.000000 Penalty: 5225.965332
	Iteration 30Q: 3 clusters Score -5723874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5723897.500000 Penalty: 5225.965332
	Iteration 31Q: 3 clusters Score -5723898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5723928.500000 Penalty: 5225.965332
	Iteration 32Q: 3 clusters Score -5723928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5723933.500000 Penalty: 5225.965332
	Iteration 33Q: 3 clusters Score -5723934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5723948.500000 Penalty: 5225.965332
	Iteration 34Q: 3 clusters Score -5723948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5723971.000000 Penalty: 5225.965332
	Iteration 35Q: 3 clusters Score -5723971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5723968.000000 Penalty: 5225.965332
	Iteration 36Q: 3 clusters Score -5723968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5723980.000000 Penalty: 5225.965332
	Iteration 37Q: 3 clusters Score -5723980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5723973.500000 Penalty: 5225.965332
	Iteration 38Q: 3 clusters Score -5723974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5723981.000000 Penalty: 5225.965332
	Iteration 39Q: 3 clusters Score -5723981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5723992.500000 Penalty: 5225.965332
	Iteration 40F: 3 clusters Score -5723992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5723987.000000 Penalty: 5225.965332
	Iteration 41Q: 3 clusters Score -5723987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5723998.500000 Penalty: 5225.965332
	Iteration 42Q: 3 clusters Score -5723998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5724001.500000 Penalty: 5225.965332
	Iteration 43Q: 3 clusters Score -5724002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5724003.000000 Penalty: 5225.965332
	Iteration 44Q: 3 clusters Score -5724003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5723999.500000 Penalty: 5225.965332
	Iteration 45Q: 3 clusters Score -5724000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5723998.500000 Penalty: 5225.965332
	Iteration 46Q: 3 clusters Score -5723998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5723993.000000 Penalty: 5225.965332
	Iteration 47Q: 3 clusters Score -5723993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5723994.000000 Penalty: 5225.965332
	Iteration 48Q: 3 clusters Score -5723994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5723990.500000 Penalty: 5225.965332
	Iteration 49Q: 3 clusters Score -5723990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5723993.000000 Penalty: 5225.965332
	Iteration 50Q: 3 clusters Score -5723993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5723989.000000 Penalty: 5225.965332
	Iteration 51Q: 3 clusters Score -5723989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5723989.000000 Penalty: 5225.965332
	Iteration 52F: 3 clusters Score -5723989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -275162.187500 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -275162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -272641.593750 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -272641.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -273129.312500 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -273129.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -273271.687500 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -273271.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -273371.468750 Penalty: 3744.866943
	Iteration 3Q: 3 clusters Score -273371.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -273434.750000 Penalty: 3744.866943
	Iteration 4Q: 3 clusters Score -273434.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -273494.281250 Penalty: 3744.866943
	Iteration 5Q: 3 clusters Score -273494.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -273546.906250 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -273546.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -273612.281250 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -273612.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -273683.718750 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -273683.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -273756.718750 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -273756.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -273824.625000 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -273824.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -273888.343750 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -273888.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -273944.593750 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -273944.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -273986.812500 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -273986.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -274019.343750 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -274019.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -274043.156250 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -274043.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -274070.656250 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -274070.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -274108.500000 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -274108.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -274146.625000 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -274146.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -274177.031250 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -274177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -274215.625000 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -274215.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -274239.812500 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -274239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -274253.250000 Penalty: 3744.866943
	Iteration 22Q: 3 clusters Score -274253.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -274270.062500 Penalty: 3744.866943
	Iteration 23Q: 3 clusters Score -274270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -274282.250000 Penalty: 3744.866943
	Iteration 24Q: 3 clusters Score -274282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -274295.843750 Penalty: 3744.866943
	Iteration 25Q: 3 clusters Score -274295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -274304.937500 Penalty: 3744.866943
	Iteration 26Q: 3 clusters Score -274304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -274313.875000 Penalty: 3744.866943
	Iteration 27Q: 3 clusters Score -274313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -274318.500000 Penalty: 3744.866943
	Iteration 28Q: 3 clusters Score -274318.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -274323.562500 Penalty: 3744.866943
	Iteration 29Q: 3 clusters Score -274323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -274324.218750 Penalty: 3744.866943
	Iteration 30Q: 3 clusters Score -274324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -274326.125000 Penalty: 3744.866943
	Iteration 31Q: 3 clusters Score -274326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -274331.468750 Penalty: 3744.866943
	Iteration 32Q: 3 clusters Score -274331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -274339.031250 Penalty: 3744.866943
	Iteration 33Q: 3 clusters Score -274339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -274346.718750 Penalty: 3744.866943
	Iteration 34Q: 3 clusters Score -274346.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -274350.375000 Penalty: 3744.866943
	Iteration 35Q: 3 clusters Score -274350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -274355.593750 Penalty: 3744.866943
	Iteration 36Q: 3 clusters Score -274355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -274359.968750 Penalty: 3744.866943
	Iteration 37Q: 3 clusters Score -274360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -274362.687500 Penalty: 3744.866943
	Iteration 38Q: 3 clusters Score -274362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -274363.406250 Penalty: 3744.866943
	Iteration 39Q: 3 clusters Score -274363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -274367.156250 Penalty: 3744.866943
	Iteration 40F: 3 clusters Score -274367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -274368.593750 Penalty: 3744.866943
	Iteration 41Q: 3 clusters Score -274368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -274368.593750 Penalty: 3744.866943
	Iteration 42F: 3 clusters Score -274368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Entering Unmasked Estep 
Score: -16245919.000000 Penalty: 2869.229980
	Iteration 0F: 2 clusters Score -1.624592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -16175654.000000 Penalty: 5738.459961
	Iteration 0F: 3 clusters Score -1.617565e+07 nChanged 49939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -16204437.000000 Penalty: 5738.459961
	Iteration 1F: 3 clusters Score -1.620444e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -16205985.000000 Penalty: 5738.459961
	Iteration 2Q: 3 clusters Score -1.620598e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -16208172.000000 Penalty: 5738.459961
	Iteration 3Q: 3 clusters Score -1.620817e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -16211100.000000 Penalty: 5738.459961
	Iteration 4F: 3 clusters Score -1.62111e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -16215063.000000 Penalty: 5738.459961
	Iteration 5F: 3 clusters Score -1.621506e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -16219247.000000 Penalty: 5738.459961
	Iteration 6F: 3 clusters Score -1.621925e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -16223863.000000 Penalty: 5738.459961
	Iteration 7F: 3 clusters Score -1.622386e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -16227662.000000 Penalty: 5738.459961
	Iteration 8F: 3 clusters Score -1.622766e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -16230063.000000 Penalty: 5738.459961
	Iteration 9Q: 3 clusters Score -1.623006e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -16231190.000000 Penalty: 5738.459961
	Iteration 10Q: 3 clusters Score -1.623119e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -16231742.000000 Penalty: 5738.459961
	Iteration 11Q: 3 clusters Score -1.623174e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -16232160.000000 Penalty: 5738.459961
	Iteration 12Q: 3 clusters Score -1.623216e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -16232381.000000 Penalty: 5738.459961
	Iteration 13Q: 3 clusters Score -1.623238e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -16232697.000000 Penalty: 5738.459961
	Iteration 14Q: 3 clusters Score -1.62327e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -16232993.000000 Penalty: 5738.459961
	Iteration 15Q: 3 clusters Score -1.623299e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -16233075.000000 Penalty: 5738.459961
	Iteration 16Q: 3 clusters Score -1.623308e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -16233197.000000 Penalty: 5738.459961
	Iteration 17Q: 3 clusters Score -1.62332e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -16233407.000000 Penalty: 5738.459961
	Iteration 18Q: 3 clusters Score -1.623341e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -16233497.000000 Penalty: 5738.459961
	Iteration 19Q: 3 clusters Score -1.62335e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -16233772.000000 Penalty: 5738.459961
	Iteration 20F: 3 clusters Score -1.623377e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -16233982.000000 Penalty: 5738.459961
	Iteration 21Q: 3 clusters Score -1.623398e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -16234038.000000 Penalty: 5738.459961
	Iteration 22Q: 3 clusters Score -1.623404e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -16234161.000000 Penalty: 5738.459961
	Iteration 23Q: 3 clusters Score -1.623416e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -16234293.000000 Penalty: 5738.459961
	Iteration 24Q: 3 clusters Score -1.623429e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -16234466.000000 Penalty: 5738.459961
	Iteration 25Q: 3 clusters Score -1.623447e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -16234614.000000 Penalty: 5738.459961
	Iteration 26Q: 3 clusters Score -1.623461e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -16234756.000000 Penalty: 5738.459961
	Iteration 27Q: 3 clusters Score -1.623476e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -16234907.000000 Penalty: 5738.459961
	Iteration 28Q: 3 clusters Score -1.623491e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -16235127.000000 Penalty: 5738.459961
	Iteration 29Q: 3 clusters Score -1.623513e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -16235320.000000 Penalty: 5738.459961
	Iteration 30Q: 3 clusters Score -1.623532e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -16235533.000000 Penalty: 5738.459961
	Iteration 31Q: 3 clusters Score -1.623553e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -16235770.000000 Penalty: 5738.459961
	Iteration 32Q: 3 clusters Score -1.623577e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -16236073.000000 Penalty: 5738.459961
	Iteration 33Q: 3 clusters Score -1.623607e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -16236425.000000 Penalty: 5738.459961
	Iteration 34Q: 3 clusters Score -1.623642e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -16236878.000000 Penalty: 5738.459961
	Iteration 35Q: 3 clusters Score -1.623688e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -16237363.000000 Penalty: 5738.459961
	Iteration 36Q: 3 clusters Score -1.623736e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -16237849.000000 Penalty: 5738.459961
	Iteration 37Q: 3 clusters Score -1.623785e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -16238415.000000 Penalty: 5738.459961
	Iteration 38Q: 3 clusters Score -1.623842e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -16238926.000000 Penalty: 5738.459961
	Iteration 39Q: 3 clusters Score -1.623893e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -16239350.000000 Penalty: 5738.459961
	Iteration 40F: 3 clusters Score -1.623935e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -16239715.000000 Penalty: 5738.459961
	Iteration 41Q: 3 clusters Score -1.623972e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -16240090.000000 Penalty: 5738.459961
	Iteration 42Q: 3 clusters Score -1.624009e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -16240356.000000 Penalty: 5738.459961
	Iteration 43Q: 3 clusters Score -1.624036e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -16240526.000000 Penalty: 5738.459961
	Iteration 44Q: 3 clusters Score -1.624053e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -16240626.000000 Penalty: 5738.459961
	Iteration 45Q: 3 clusters Score -1.624063e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -16240750.000000 Penalty: 5738.459961
	Iteration 46Q: 3 clusters Score -1.624075e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -16240811.000000 Penalty: 5738.459961
	Iteration 47Q: 3 clusters Score -1.624081e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -16240890.000000 Penalty: 5738.459961
	Iteration 48Q: 3 clusters Score -1.624089e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -16240997.000000 Penalty: 5738.459961
	Iteration 49Q: 3 clusters Score -1.6241e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -16241133.000000 Penalty: 5738.459961
	Iteration 50Q: 3 clusters Score -1.624113e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -16241159.000000 Penalty: 5738.459961
	Iteration 51Q: 3 clusters Score -1.624116e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -16241224.000000 Penalty: 5738.459961
	Iteration 52Q: 3 clusters Score -1.624122e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -16241288.000000 Penalty: 5738.459961
	Iteration 53Q: 3 clusters Score -1.624129e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -16241292.000000 Penalty: 5738.459961
	Iteration 54Q: 3 clusters Score -1.624129e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -16241369.000000 Penalty: 5738.459961
	Iteration 55Q: 3 clusters Score -1.624137e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -16241435.000000 Penalty: 5738.459961
	Iteration 56Q: 3 clusters Score -1.624144e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -16241456.000000 Penalty: 5738.459961
	Iteration 57Q: 3 clusters Score -1.624146e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -16241500.000000 Penalty: 5738.459961
	Iteration 58Q: 3 clusters Score -1.62415e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -16241584.000000 Penalty: 5738.459961
	Iteration 59Q: 3 clusters Score -1.624158e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -16241608.000000 Penalty: 5738.459961
	Iteration 60F: 3 clusters Score -1.624161e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -16241665.000000 Penalty: 5738.459961
	Iteration 61Q: 3 clusters Score -1.624166e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -16241640.000000 Penalty: 5738.459961
	Iteration 62Q: 3 clusters Score -1.624164e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -16241710.000000 Penalty: 5738.459961
	Iteration 63Q: 3 clusters Score -1.624171e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -16241802.000000 Penalty: 5738.459961
	Iteration 64Q: 3 clusters Score -1.62418e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -16241869.000000 Penalty: 5738.459961
	Iteration 65Q: 3 clusters Score -1.624187e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -16241908.000000 Penalty: 5738.459961
	Iteration 66Q: 3 clusters Score -1.624191e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -16241956.000000 Penalty: 5738.459961
	Iteration 67Q: 3 clusters Score -1.624196e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -16241985.000000 Penalty: 5738.459961
	Iteration 68Q: 3 clusters Score -1.624198e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -16242057.000000 Penalty: 5738.459961
	Iteration 69Q: 3 clusters Score -1.624206e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -16242148.000000 Penalty: 5738.459961
	Iteration 70Q: 3 clusters Score -1.624215e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -16242234.000000 Penalty: 5738.459961
	Iteration 71Q: 3 clusters Score -1.624223e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -16242239.000000 Penalty: 5738.459961
	Iteration 72Q: 3 clusters Score -1.624224e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -16242315.000000 Penalty: 5738.459961
	Iteration 73Q: 3 clusters Score -1.624232e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -16242352.000000 Penalty: 5738.459961
	Iteration 74Q: 3 clusters Score -1.624235e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -16242448.000000 Penalty: 5738.459961
	Iteration 75Q: 3 clusters Score -1.624245e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -16242530.000000 Penalty: 5738.459961
	Iteration 76Q: 3 clusters Score -1.624253e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -16242643.000000 Penalty: 5738.459961
	Iteration 77Q: 3 clusters Score -1.624264e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -16242692.000000 Penalty: 5738.459961
	Iteration 78Q: 3 clusters Score -1.624269e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -16242774.000000 Penalty: 5738.459961
	Iteration 79Q: 3 clusters Score -1.624277e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -16242859.000000 Penalty: 5738.459961
	Iteration 80F: 3 clusters Score -1.624286e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -16242922.000000 Penalty: 5738.459961
	Iteration 81Q: 3 clusters Score -1.624292e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -16242970.000000 Penalty: 5738.459961
	Iteration 82Q: 3 clusters Score -1.624297e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -16243046.000000 Penalty: 5738.459961
	Iteration 83Q: 3 clusters Score -1.624305e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -16243130.000000 Penalty: 5738.459961
	Iteration 84Q: 3 clusters Score -1.624313e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -16243239.000000 Penalty: 5738.459961
	Iteration 85Q: 3 clusters Score -1.624324e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -16243294.000000 Penalty: 5738.459961
	Iteration 86Q: 3 clusters Score -1.624329e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -16243378.000000 Penalty: 5738.459961
	Iteration 87Q: 3 clusters Score -1.624338e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -16243483.000000 Penalty: 5738.459961
	Iteration 88Q: 3 clusters Score -1.624348e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -16243530.000000 Penalty: 5738.459961
	Iteration 89Q: 3 clusters Score -1.624353e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -16243546.000000 Penalty: 5738.459961
	Iteration 90Q: 3 clusters Score -1.624355e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -16243596.000000 Penalty: 5738.459961
	Iteration 91Q: 3 clusters Score -1.62436e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -16243630.000000 Penalty: 5738.459961
	Iteration 92Q: 3 clusters Score -1.624363e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -16243656.000000 Penalty: 5738.459961
	Iteration 93Q: 3 clusters Score -1.624366e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -16243687.000000 Penalty: 5738.459961
	Iteration 94Q: 3 clusters Score -1.624369e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -16243684.000000 Penalty: 5738.459961
	Iteration 95Q: 3 clusters Score -1.624368e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -16243715.000000 Penalty: 5738.459961
	Iteration 96Q: 3 clusters Score -1.624372e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 104003 members 
Entering Unmasked Estep 
Score: -16243740.000000 Penalty: 5738.459961
	Iteration 97Q: 3 clusters Score -1.624374e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -16243799.000000 Penalty: 5738.459961
	Iteration 98Q: 3 clusters Score -1.62438e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -16243802.000000 Penalty: 5738.459961
	Iteration 99Q: 3 clusters Score -1.62438e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -16243842.000000 Penalty: 5738.459961
	Iteration 100F: 3 clusters Score -1.624384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -16243841.000000 Penalty: 5738.459961
	Iteration 101Q: 3 clusters Score -1.624384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -16243852.000000 Penalty: 5738.459961
	Iteration 102Q: 3 clusters Score -1.624385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -16243838.000000 Penalty: 5738.459961
	Iteration 103Q: 3 clusters Score -1.624384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -16243851.000000 Penalty: 5738.459961
	Iteration 104Q: 3 clusters Score -1.624385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -16243856.000000 Penalty: 5738.459961
	Iteration 105Q: 3 clusters Score -1.624386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -16243856.000000 Penalty: 5738.459961
	Iteration 106Q: 3 clusters Score -1.624386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
Score: -16243865.000000 Penalty: 5738.459961
	Iteration 107Q: 3 clusters Score -1.624386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -16243863.000000 Penalty: 5738.459961
	Iteration 108Q: 3 clusters Score -1.624386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -16243862.000000 Penalty: 5738.459961
	Iteration 109Q: 3 clusters Score -1.624386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -16243864.000000 Penalty: 5738.459961
	Iteration 110Q: 3 clusters Score -1.624386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -16243874.000000 Penalty: 5738.459961
	Iteration 111Q: 3 clusters Score -1.624387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -16243886.000000 Penalty: 5738.459961
	Iteration 112Q: 3 clusters Score -1.624389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -16243875.000000 Penalty: 5738.459961
	Iteration 113Q: 3 clusters Score -1.624388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -16243872.000000 Penalty: 5738.459961
	Iteration 114Q: 3 clusters Score -1.624387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -16243874.000000 Penalty: 5738.459961
	Iteration 115Q: 3 clusters Score -1.624387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
Score: -16243867.000000 Penalty: 5738.459961
	Iteration 116Q: 3 clusters Score -1.624387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -16243885.000000 Penalty: 5738.459961
	Iteration 117Q: 3 clusters Score -1.624388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -16243896.000000 Penalty: 5738.459961
	Iteration 118Q: 3 clusters Score -1.62439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -16243887.000000 Penalty: 5738.459961
	Iteration 119Q: 3 clusters Score -1.624389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -16243889.000000 Penalty: 5738.459961
	Iteration 120F: 3 clusters Score -1.624389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -16243887.000000 Penalty: 5738.459961
	Iteration 121Q: 3 clusters Score -1.624389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -16243880.000000 Penalty: 5738.459961
	Iteration 122Q: 3 clusters Score -1.624388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -16243880.000000 Penalty: 5738.459961
	Iteration 123Q: 3 clusters Score -1.624388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -16243880.000000 Penalty: 5738.459961
	Iteration 124F: 3 clusters Score -1.624388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -260394.687500 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -260394.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257921.984375 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -257922 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -258437.687500 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -258437.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -258693.546875 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -258693.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -258857.765625 Penalty: 3732.449951
	Iteration 3F: 3 clusters Score -258857.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258935.765625 Penalty: 3732.449951
	Iteration 4Q: 3 clusters Score -258935.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -259006.453125 Penalty: 3732.449951
	Iteration 5Q: 3 clusters Score -259006.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -259055.640625 Penalty: 3732.449951
	Iteration 6Q: 3 clusters Score -259055.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -259087.671875 Penalty: 3732.449951
	Iteration 7Q: 3 clusters Score -259087.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259122.437500 Penalty: 3732.449951
	Iteration 8Q: 3 clusters Score -259122.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -259161.953125 Penalty: 3732.449951
	Iteration 9Q: 3 clusters Score -259162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -259186.953125 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -259187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -259204.453125 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -259204.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259218.328125 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -259218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259228.656250 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -259228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259236.421875 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -259236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -259244.578125 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -259244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259247.937500 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -259247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -259251.593750 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -259251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259253.859375 Penalty: 3732.449951
	Iteration 18Q: 3 clusters Score -259253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259255.484375 Penalty: 3732.449951
	Iteration 19Q: 3 clusters Score -259255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259256.046875 Penalty: 3732.449951
	Iteration 20F: 3 clusters Score -259256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -259256.171875 Penalty: 3732.449951
	Iteration 21Q: 3 clusters Score -259256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -259256.171875 Penalty: 3732.449951
	Iteration 22F: 3 clusters Score -259256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -73528.734375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -73528.73 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 273 members 
Entering Unmasked Estep 
Score: -72002.906250 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -72002.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72220.898438 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -72220.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72257.718750 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -72257.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72280.414062 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -72280.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72287.242188 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -72287.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72293.187500 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -72293.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72297.609375 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -72297.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72303.343750 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -72303.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72304.843750 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -72304.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72304.843750 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -72304.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -347043.468750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -347043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -344140.437500 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -344140.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -344751.625000 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -344751.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -344979.968750 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -344980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -345196.656250 Penalty: 3857.992920
	Iteration 3F: 3 clusters Score -345196.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -345482.968750 Penalty: 3857.992920
	Iteration 4F: 3 clusters Score -345483 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345791.718750 Penalty: 3857.992920
	Iteration 5F: 3 clusters Score -345791.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -346105.000000 Penalty: 3857.992920
	Iteration 6F: 3 clusters Score -346105 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346325.187500 Penalty: 3857.992920
	Iteration 7F: 3 clusters Score -346325.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -346445.125000 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -346445.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -346525.125000 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -346525.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -346588.750000 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -346588.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346646.125000 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -346646.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -346706.343750 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -346706.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -346753.187500 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -346753.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346785.468750 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -346785.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -346802.875000 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -346802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -346808.875000 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -346808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -346813.750000 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -346813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -346819.687500 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -346819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -346827.937500 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -346827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -346830.687500 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -346830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -346831.968750 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -346832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -346832.531250 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -346832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -346832.093750 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -346832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -346832.781250 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -346832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -346832.781250 Penalty: 3857.992920
	Iteration 25F: 3 clusters Score -346832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -157516.578125 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -157516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155453.250000 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -155453.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155763.500000 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -155763.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155893.078125 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -155893.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155982.453125 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -155982.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156070.953125 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -156071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156131.578125 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -156131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -156174.781250 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -156174.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -156196.593750 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -156196.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -156213.578125 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -156213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156224.750000 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -156224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156232.765625 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -156232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156242.078125 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -156242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156252.296875 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -156252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156260.515625 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -156260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156266.203125 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -156266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156274.843750 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -156274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156281.500000 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -156281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156285.828125 Penalty: 3485.988037
	Iteration 17Q: 3 clusters Score -156285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156288.218750 Penalty: 3485.988037
	Iteration 18Q: 3 clusters Score -156288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -156290.609375 Penalty: 3485.988037
	Iteration 19Q: 3 clusters Score -156290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156297.515625 Penalty: 3485.988037
	Iteration 20F: 3 clusters Score -156297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156301.156250 Penalty: 3485.988037
	Iteration 21Q: 3 clusters Score -156301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156304.187500 Penalty: 3485.988037
	Iteration 22Q: 3 clusters Score -156304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -156308.328125 Penalty: 3485.988037
	Iteration 23Q: 3 clusters Score -156308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -156312.687500 Penalty: 3485.988037
	Iteration 24Q: 3 clusters Score -156312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156315.578125 Penalty: 3485.988037
	Iteration 25Q: 3 clusters Score -156315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156318.078125 Penalty: 3485.988037
	Iteration 26Q: 3 clusters Score -156318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156322.812500 Penalty: 3485.988037
	Iteration 27Q: 3 clusters Score -156322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -156331.937500 Penalty: 3485.988037
	Iteration 28Q: 3 clusters Score -156331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156340.703125 Penalty: 3485.988037
	Iteration 29Q: 3 clusters Score -156340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156357.937500 Penalty: 3485.988037
	Iteration 30Q: 3 clusters Score -156357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -156382.968750 Penalty: 3485.988037
	Iteration 31Q: 3 clusters Score -156383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156406.390625 Penalty: 3485.988037
	Iteration 32Q: 3 clusters Score -156406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156439.390625 Penalty: 3485.988037
	Iteration 33Q: 3 clusters Score -156439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156469.515625 Penalty: 3485.988037
	Iteration 34Q: 3 clusters Score -156469.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156504.156250 Penalty: 3485.988037
	Iteration 35Q: 3 clusters Score -156504.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -156525.406250 Penalty: 3485.988037
	Iteration 36Q: 3 clusters Score -156525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -156543.281250 Penalty: 3485.988037
	Iteration 37Q: 3 clusters Score -156543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156557.406250 Penalty: 3485.988037
	Iteration 38Q: 3 clusters Score -156557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -156574.625000 Penalty: 3485.988037
	Iteration 39Q: 3 clusters Score -156574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -156594.421875 Penalty: 3485.988037
	Iteration 40F: 3 clusters Score -156594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156624.250000 Penalty: 3485.988037
	Iteration 41Q: 3 clusters Score -156624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156648.546875 Penalty: 3485.988037
	Iteration 42Q: 3 clusters Score -156648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156667.984375 Penalty: 3485.988037
	Iteration 43Q: 3 clusters Score -156668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -156683.921875 Penalty: 3485.988037
	Iteration 44Q: 3 clusters Score -156683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156698.750000 Penalty: 3485.988037
	Iteration 45Q: 3 clusters Score -156698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156707.046875 Penalty: 3485.988037
	Iteration 46Q: 3 clusters Score -156707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -156710.046875 Penalty: 3485.988037
	Iteration 47Q: 3 clusters Score -156710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156724.765625 Penalty: 3485.988037
	Iteration 48Q: 3 clusters Score -156724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156731.687500 Penalty: 3485.988037
	Iteration 49Q: 3 clusters Score -156731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156732.640625 Penalty: 3485.988037
	Iteration 50Q: 3 clusters Score -156732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156733.421875 Penalty: 3485.988037
	Iteration 51Q: 3 clusters Score -156733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156733.421875 Penalty: 3485.988037
	Iteration 52F: 3 clusters Score -156733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Entering Unmasked Estep 
Score: -6799803.000000 Penalty: 2653.489014
	Iteration 0F: 2 clusters Score -6799803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -6769829.000000 Penalty: 5306.978027
	Iteration 0F: 3 clusters Score -6769829 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -6781069.000000 Penalty: 5306.978027
	Iteration 1F: 3 clusters Score -6781069 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -6781578.500000 Penalty: 5306.978027
	Iteration 2Q: 3 clusters Score -6781578 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -6782109.500000 Penalty: 5306.978027
	Iteration 3Q: 3 clusters Score -6782110 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -6782662.500000 Penalty: 5306.978027
	Iteration 4Q: 3 clusters Score -6782662 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -6783391.000000 Penalty: 5306.978027
	Iteration 5Q: 3 clusters Score -6783391 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -6784295.000000 Penalty: 5306.978027
	Iteration 6Q: 3 clusters Score -6784295 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -6785711.000000 Penalty: 5306.978027
	Iteration 7F: 3 clusters Score -6785711 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6787597.000000 Penalty: 5306.978027
	Iteration 8F: 3 clusters Score -6787597 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -6790139.500000 Penalty: 5306.978027
	Iteration 9F: 3 clusters Score -6790140 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -6792755.000000 Penalty: 5306.978027
	Iteration 10F: 3 clusters Score -6792755 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -6794855.000000 Penalty: 5306.978027
	Iteration 11F: 3 clusters Score -6794855 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -6796137.000000 Penalty: 5306.978027
	Iteration 12Q: 3 clusters Score -6796137 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -6796823.000000 Penalty: 5306.978027
	Iteration 13Q: 3 clusters Score -6796823 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6797182.000000 Penalty: 5306.978027
	Iteration 14Q: 3 clusters Score -6797182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -6797320.000000 Penalty: 5306.978027
	Iteration 15Q: 3 clusters Score -6797320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -6797379.500000 Penalty: 5306.978027
	Iteration 16Q: 3 clusters Score -6797380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -6797416.000000 Penalty: 5306.978027
	Iteration 17Q: 3 clusters Score -6797416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -6797447.500000 Penalty: 5306.978027
	Iteration 18Q: 3 clusters Score -6797448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -6797463.000000 Penalty: 5306.978027
	Iteration 19Q: 3 clusters Score -6797463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -6797469.500000 Penalty: 5306.978027
	Iteration 20F: 3 clusters Score -6797470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6797469.500000 Penalty: 5306.978027
	Iteration 21Q: 3 clusters Score -6797470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6797469.500000 Penalty: 5306.978027
	Iteration 22F: 3 clusters Score -6797470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -287812.843750 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -287812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -285175.250000 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -285175.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -285681.843750 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -285681.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -285824.812500 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -285824.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -285909.000000 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -285909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -285962.750000 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -285962.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -285998.625000 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -285998.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -286045.968750 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -286046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -286081.312500 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -286081.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -286103.468750 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -286103.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -286124.218750 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -286124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -286140.718750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -286140.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -286160.781250 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -286160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -286174.312500 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -286174.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -286187.312500 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -286187.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -286196.218750 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -286196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -286202.468750 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -286202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -286208.281250 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -286208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -286210.437500 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -286210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -286213.968750 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -286214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -286216.500000 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -286216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -286220.562500 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -286220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -286224.125000 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -286224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -286229.531250 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -286229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -286236.218750 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -286236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -286241.562500 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -286241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -286246.531250 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -286246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -286251.687500 Penalty: 3758.760254
	Iteration 26Q: 3 clusters Score -286251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -286254.000000 Penalty: 3758.760254
	Iteration 27Q: 3 clusters Score -286254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -286256.781250 Penalty: 3758.760254
	Iteration 28Q: 3 clusters Score -286256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -286257.781250 Penalty: 3758.760254
	Iteration 29Q: 3 clusters Score -286257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -286258.250000 Penalty: 3758.760254
	Iteration 30Q: 3 clusters Score -286258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -286258.468750 Penalty: 3758.760254
	Iteration 31Q: 3 clusters Score -286258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -286258.468750 Penalty: 3758.760254
	Iteration 32F: 3 clusters Score -286258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -1795195.500000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -1795196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1786469.500000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -1786470 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1789055.750000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -1789056 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1789420.125000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -1789420 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1789713.625000 Penalty: 4641.474609
	Iteration 3F: 3 clusters Score -1789714 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1789924.875000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -1789925 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1790120.125000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -1790120 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1790320.250000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -1790320 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1790565.750000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -1790566 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1790887.125000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -1790887 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1791243.125000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -1791243 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1791669.000000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -1791669 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1792067.000000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -1792067 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1792424.000000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -1792424 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1792659.000000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -1792659 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1792823.500000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -1792824 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1792937.750000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -1792938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1793021.625000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -1793022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1793072.250000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -1793072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1793104.875000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -1793105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1793132.500000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -1793132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1793152.000000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -1793152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1793164.000000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -1793164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1793178.875000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -1793179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1793185.125000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -1793185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1793191.625000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -1793192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1793196.750000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -1793197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1793197.750000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -1793198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1793202.000000 Penalty: 4641.474609
	Iteration 27Q: 3 clusters Score -1793202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1793209.875000 Penalty: 4641.474609
	Iteration 28Q: 3 clusters Score -1793210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1793217.000000 Penalty: 4641.474609
	Iteration 29Q: 3 clusters Score -1793217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1793220.625000 Penalty: 4641.474609
	Iteration 30Q: 3 clusters Score -1793221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1793227.625000 Penalty: 4641.474609
	Iteration 31Q: 3 clusters Score -1793228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1793233.500000 Penalty: 4641.474609
	Iteration 32Q: 3 clusters Score -1793234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1793237.125000 Penalty: 4641.474609
	Iteration 33Q: 3 clusters Score -1793237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1793243.875000 Penalty: 4641.474609
	Iteration 34Q: 3 clusters Score -1793244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1793243.875000 Penalty: 4641.474609
	Iteration 35F: 3 clusters Score -1793244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -210967.390625 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -210967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -208708.828125 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -208708.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -209161.937500 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -209161.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209320.296875 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -209320.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -209379.968750 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -209380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -209410.171875 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -209410.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209426.984375 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -209427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -209435.843750 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -209435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -209443.812500 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -209443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209452.000000 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -209452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -209457.812500 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -209457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -209463.718750 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -209463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209468.875000 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -209468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -209473.656250 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -209473.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -209481.984375 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -209482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -209491.343750 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -209491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -209498.453125 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -209498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -209504.328125 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -209504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209510.218750 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -209510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209515.593750 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -209515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -209522.250000 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -209522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -209533.468750 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -209533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -209539.953125 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -209540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209551.937500 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -209551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209563.343750 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -209563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209568.312500 Penalty: 3618.684570
	Iteration 24Q: 3 clusters Score -209568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209574.531250 Penalty: 3618.684570
	Iteration 25Q: 3 clusters Score -209574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -209577.531250 Penalty: 3618.684570
	Iteration 26Q: 3 clusters Score -209577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209581.890625 Penalty: 3618.684570
	Iteration 27Q: 3 clusters Score -209581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209585.328125 Penalty: 3618.684570
	Iteration 28Q: 3 clusters Score -209585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209586.468750 Penalty: 3618.684570
	Iteration 29Q: 3 clusters Score -209586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209586.687500 Penalty: 3618.684570
	Iteration 30Q: 3 clusters Score -209586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209586.687500 Penalty: 3618.684570
	Iteration 31F: 3 clusters Score -209586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24651.402344 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -24651.4 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 150 members 
Entering Unmasked Estep 
Score: -23761.705078 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23761.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24115.662109 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24115.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24460.207031 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24460.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24705.601562 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -24705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24992.402344 Penalty: 2815.669922
	Iteration 4F: 3 clusters Score -24992.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25123.501953 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -25123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25244.037109 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -25244.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25294.361328 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -25294.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25311.746094 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -25311.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25349.238281 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -25349.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25394.958984 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -25394.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25534.490234 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -25534.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25708.566406 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -25708.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25708.566406 Penalty: 2815.669922
	Iteration 13F: 3 clusters Score -25708.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37655 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 105818 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 115 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147918 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24102 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 177 members 
Entering Unmasked Estep 
Score: -70340872.000000 Penalty: 139297.500000
Splitting cluster 22 changes total score from -70341624.000000 to -70340872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -35956.050781 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -35956.05 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 174 members 
Entering Unmasked Estep 
Score: -34859.804688 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -34859.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35245.578125 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -35245.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35465.039062 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -35465.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35588.957031 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -35588.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35722.003906 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -35722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35748.941406 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -35748.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35780.343750 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -35780.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35780.343750 Penalty: 2892.613770
	Iteration 7F: 3 clusters Score -35780.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -110586.093750 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -110586.1 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 484 members 
Entering Unmasked Estep 
Score: -108845.351562 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -108845.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109455.210938 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -109455.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109904.781250 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -109904.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110182.382812 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -110182.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -110291.773438 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -110291.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -110334.445312 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -110334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110374.015625 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110391.242188 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110407.554688 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -110407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110420.062500 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -110420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110426.117188 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -110426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110433.671875 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -110433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110439.031250 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -110439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110448.289062 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -110448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110448.289062 Penalty: 3393.441406
	Iteration 14F: 3 clusters Score -110448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -330133.718750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -330133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -327365.937500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -327365.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -327848.968750 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -327849 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -327956.656250 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -327956.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -328024.937500 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -328024.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -328084.000000 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -328084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -328124.906250 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -328124.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -328160.093750 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -328160.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -328188.781250 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -328188.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -328211.687500 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -328211.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -328231.187500 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -328231.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -328242.468750 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -328242.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -328257.000000 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -328257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -328268.062500 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -328268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -328275.875000 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -328275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -328284.062500 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -328284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -328291.093750 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -328291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -328303.281250 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -328303.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -328310.937500 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -328310.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -328319.031250 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -328319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -328328.718750 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -328328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -328343.218750 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -328343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -328357.187500 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -328357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -328368.093750 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -328368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -328375.437500 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -328375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328385.937500 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -328385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -328394.906250 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -328394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -328407.000000 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -328407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -328416.812500 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -328416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -328426.656250 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -328426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -328435.625000 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -328435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -328440.687500 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -328440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -328444.218750 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -328444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -328448.562500 Penalty: 3819.571045
	Iteration 32Q: 3 clusters Score -328448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -328452.593750 Penalty: 3819.571045
	Iteration 33Q: 3 clusters Score -328452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -328455.125000 Penalty: 3819.571045
	Iteration 34Q: 3 clusters Score -328455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -328462.500000 Penalty: 3819.571045
	Iteration 35Q: 3 clusters Score -328462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -328469.906250 Penalty: 3819.571045
	Iteration 36Q: 3 clusters Score -328469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -328473.562500 Penalty: 3819.571045
	Iteration 37Q: 3 clusters Score -328473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -328478.718750 Penalty: 3819.571045
	Iteration 38Q: 3 clusters Score -328478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -328482.406250 Penalty: 3819.571045
	Iteration 39Q: 3 clusters Score -328482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -328484.781250 Penalty: 3819.571045
	Iteration 40F: 3 clusters Score -328484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -328489.562500 Penalty: 3819.571045
	Iteration 41Q: 3 clusters Score -328489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -328495.968750 Penalty: 3819.571045
	Iteration 42Q: 3 clusters Score -328496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -328500.281250 Penalty: 3819.571045
	Iteration 43Q: 3 clusters Score -328500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -328505.843750 Penalty: 3819.571045
	Iteration 44Q: 3 clusters Score -328505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -328509.687500 Penalty: 3819.571045
	Iteration 45Q: 3 clusters Score -328509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -328510.750000 Penalty: 3819.571045
	Iteration 46Q: 3 clusters Score -328510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -328511.468750 Penalty: 3819.571045
	Iteration 47Q: 3 clusters Score -328511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -328512.750000 Penalty: 3819.571045
	Iteration 48Q: 3 clusters Score -328512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -328514.125000 Penalty: 3819.571045
	Iteration 49Q: 3 clusters Score -328514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -328514.250000 Penalty: 3819.571045
	Iteration 50Q: 3 clusters Score -328514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -328515.093750 Penalty: 3819.571045
	Iteration 51Q: 3 clusters Score -328515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -328515.093750 Penalty: 3819.571045
	Iteration 52F: 3 clusters Score -328515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -179268.937500 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -179268.9 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 641 members 
Entering Unmasked Estep 
Score: -177162.156250 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -177162.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -177659.343750 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -177659.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -177955.031250 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -177955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -178113.250000 Penalty: 3547.913818
	Iteration 3F: 3 clusters Score -178113.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178207.093750 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -178207.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -178273.937500 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -178273.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -178361.125000 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -178361.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -178429.750000 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -178429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -178514.656250 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -178514.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -178595.921875 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -178595.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -178660.531250 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -178660.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -178724.046875 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -178724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178770.703125 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -178770.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -178807.484375 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -178807.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178834.437500 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -178834.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -178853.968750 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -178854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178862.671875 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -178862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178870.843750 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -178870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -178877.343750 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -178877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -178886.828125 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -178886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -178891.453125 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -178891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178892.578125 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -178892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178892.578125 Penalty: 3547.913818
	Iteration 22F: 3 clusters Score -178892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -140535.937500 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -140535.9 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 519 members 
Entering Unmasked Estep 
Score: -138668.890625 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -138668.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139178.421875 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -139178.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -139380.656250 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -139380.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -139545.015625 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -139545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -139706.703125 Penalty: 3459.805176
	Iteration 4F: 3 clusters Score -139706.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -139928.609375 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -139928.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -140277.218750 Penalty: 3459.805176
	Iteration 6F: 3 clusters Score -140277.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140401.796875 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -140401.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -140464.718750 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -140464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -140500.593750 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -140500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -140513.859375 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -140513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -140522.515625 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -140522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -140531.265625 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -140531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -140531.265625 Penalty: 3459.805176
	Iteration 13F: 3 clusters Score -140531.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -54283.542969 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -54283.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53075.355469 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -53075.36 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53524.613281 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -53524.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53762.195312 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -53762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53870.855469 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -53870.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53930.246094 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -53930.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53968.636719 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -53968.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53978.347656 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -53978.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53988.300781 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -53988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54018.640625 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -54018.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54069.515625 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -54069.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54109.320312 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -54109.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54139.644531 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -54139.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54161.878906 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -54161.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54172.894531 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -54172.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54175.093750 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -54175.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54176.757812 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -54176.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54189.941406 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -54189.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54192.394531 Penalty: 3004.165039
	Iteration 17Q: 3 clusters Score -54192.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54192.394531 Penalty: 3004.165039
	Iteration 18F: 3 clusters Score -54192.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -335915.875000 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -335915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -333141.593750 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -333141.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -333810.031250 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -333810 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -334113.750000 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -334113.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -334378.500000 Penalty: 3848.980225
	Iteration 3F: 3 clusters Score -334378.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -334592.875000 Penalty: 3848.980225
	Iteration 4F: 3 clusters Score -334592.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -334732.218750 Penalty: 3848.980225
	Iteration 5F: 3 clusters Score -334732.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -334834.406250 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -334834.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -334904.625000 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -334904.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -334961.718750 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -334961.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -335003.437500 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -335003.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -335036.250000 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -335036.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -335062.843750 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -335062.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -335081.781250 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -335081.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -335087.875000 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -335087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -335093.531250 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -335093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -335098.406250 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -335098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -335099.062500 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -335099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -335099.000000 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -335099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -335099.000000 Penalty: 3848.980225
	Iteration 18F: 3 clusters Score -335099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Entering Unmasked Estep 
Score: -1437809.625000 Penalty: 2266.033447
	Iteration 0F: 2 clusters Score -1437810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1430515.500000 Penalty: 4532.066895
	Iteration 0F: 3 clusters Score -1430516 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1432586.500000 Penalty: 4532.066895
	Iteration 1F: 3 clusters Score -1432586 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1432904.000000 Penalty: 4532.066895
	Iteration 2F: 3 clusters Score -1432904 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1433135.000000 Penalty: 4532.066895
	Iteration 3F: 3 clusters Score -1433135 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1433310.750000 Penalty: 4532.066895
	Iteration 4Q: 3 clusters Score -1433311 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1433498.250000 Penalty: 4532.066895
	Iteration 5Q: 3 clusters Score -1433498 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1433663.500000 Penalty: 4532.066895
	Iteration 6Q: 3 clusters Score -1433664 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1433856.625000 Penalty: 4532.066895
	Iteration 7Q: 3 clusters Score -1433857 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1434068.125000 Penalty: 4532.066895
	Iteration 8Q: 3 clusters Score -1434068 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1434312.625000 Penalty: 4532.066895
	Iteration 9Q: 3 clusters Score -1434313 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1434581.625000 Penalty: 4532.066895
	Iteration 10Q: 3 clusters Score -1434582 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1434872.750000 Penalty: 4532.066895
	Iteration 11Q: 3 clusters Score -1434873 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1435109.375000 Penalty: 4532.066895
	Iteration 12Q: 3 clusters Score -1435109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1435329.125000 Penalty: 4532.066895
	Iteration 13Q: 3 clusters Score -1435329 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1435512.000000 Penalty: 4532.066895
	Iteration 14Q: 3 clusters Score -1435512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1435668.875000 Penalty: 4532.066895
	Iteration 15Q: 3 clusters Score -1435669 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1435777.625000 Penalty: 4532.066895
	Iteration 16Q: 3 clusters Score -1435778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1435829.375000 Penalty: 4532.066895
	Iteration 17Q: 3 clusters Score -1435829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1435854.750000 Penalty: 4532.066895
	Iteration 18Q: 3 clusters Score -1435855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1435865.000000 Penalty: 4532.066895
	Iteration 19Q: 3 clusters Score -1435865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1435883.375000 Penalty: 4532.066895
	Iteration 20F: 3 clusters Score -1435883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1435898.500000 Penalty: 4532.066895
	Iteration 21Q: 3 clusters Score -1435898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1435908.250000 Penalty: 4532.066895
	Iteration 22Q: 3 clusters Score -1435908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1435915.125000 Penalty: 4532.066895
	Iteration 23Q: 3 clusters Score -1435915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1435922.750000 Penalty: 4532.066895
	Iteration 24Q: 3 clusters Score -1435923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1435923.500000 Penalty: 4532.066895
	Iteration 25Q: 3 clusters Score -1435924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1435925.000000 Penalty: 4532.066895
	Iteration 26Q: 3 clusters Score -1435925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1435925.375000 Penalty: 4532.066895
	Iteration 27Q: 3 clusters Score -1435925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1435928.750000 Penalty: 4532.066895
	Iteration 28Q: 3 clusters Score -1435929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1435927.875000 Penalty: 4532.066895
	Iteration 29Q: 3 clusters Score -1435928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1435928.500000 Penalty: 4532.066895
	Iteration 30Q: 3 clusters Score -1435928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1435930.125000 Penalty: 4532.066895
	Iteration 31Q: 3 clusters Score -1435930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1435929.000000 Penalty: 4532.066895
	Iteration 32Q: 3 clusters Score -1435929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1435929.750000 Penalty: 4532.066895
	Iteration 33Q: 3 clusters Score -1435930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1435929.750000 Penalty: 4532.066895
	Iteration 34F: 3 clusters Score -1435930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (147918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Entering Unmasked Estep 
Score: -22608604.000000 Penalty: 2952.294434
	Iteration 0F: 2 clusters Score -2.26086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -22510208.000000 Penalty: 5904.588867
	Iteration 0F: 3 clusters Score -2.251021e+07 nChanged 70725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -22550692.000000 Penalty: 5904.588867
	Iteration 1F: 3 clusters Score -2.255069e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -22551496.000000 Penalty: 5904.588867
	Iteration 2Q: 3 clusters Score -2.25515e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -22552308.000000 Penalty: 5904.588867
	Iteration 3Q: 3 clusters Score -2.255231e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -22553248.000000 Penalty: 5904.588867
	Iteration 4Q: 3 clusters Score -2.255325e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -22554548.000000 Penalty: 5904.588867
	Iteration 5Q: 3 clusters Score -2.255455e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -22556570.000000 Penalty: 5904.588867
	Iteration 6Q: 3 clusters Score -2.255657e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -22559700.000000 Penalty: 5904.588867
	Iteration 7Q: 3 clusters Score -2.25597e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -22565274.000000 Penalty: 5904.588867
	Iteration 8F: 3 clusters Score -2.256527e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -22573002.000000 Penalty: 5904.588867
	Iteration 9F: 3 clusters Score -2.2573e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -22582272.000000 Penalty: 5904.588867
	Iteration 10F: 3 clusters Score -2.258227e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -22591008.000000 Penalty: 5904.588867
	Iteration 11F: 3 clusters Score -2.259101e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -22597210.000000 Penalty: 5904.588867
	Iteration 12Q: 3 clusters Score -2.259721e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -22601058.000000 Penalty: 5904.588867
	Iteration 13Q: 3 clusters Score -2.260106e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144304 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -22603236.000000 Penalty: 5904.588867
	Iteration 14Q: 3 clusters Score -2.260324e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145806 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22604462.000000 Penalty: 5904.588867
	Iteration 15Q: 3 clusters Score -2.260446e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22605074.000000 Penalty: 5904.588867
	Iteration 16Q: 3 clusters Score -2.260507e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -22605362.000000 Penalty: 5904.588867
	Iteration 17Q: 3 clusters Score -2.260536e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22605626.000000 Penalty: 5904.588867
	Iteration 18Q: 3 clusters Score -2.260563e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147329 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22605722.000000 Penalty: 5904.588867
	Iteration 19Q: 3 clusters Score -2.260572e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22605816.000000 Penalty: 5904.588867
	Iteration 20F: 3 clusters Score -2.260582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147435 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22605852.000000 Penalty: 5904.588867
	Iteration 21Q: 3 clusters Score -2.260585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22605886.000000 Penalty: 5904.588867
	Iteration 22Q: 3 clusters Score -2.260589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22605936.000000 Penalty: 5904.588867
	Iteration 23Q: 3 clusters Score -2.260594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22605974.000000 Penalty: 5904.588867
	Iteration 24Q: 3 clusters Score -2.260597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22606008.000000 Penalty: 5904.588867
	Iteration 25Q: 3 clusters Score -2.260601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22606006.000000 Penalty: 5904.588867
	Iteration 26Q: 3 clusters Score -2.260601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22606012.000000 Penalty: 5904.588867
	Iteration 27Q: 3 clusters Score -2.260601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22606024.000000 Penalty: 5904.588867
	Iteration 28Q: 3 clusters Score -2.260602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22606024.000000 Penalty: 5904.588867
	Iteration 29Q: 3 clusters Score -2.260602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147537 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22606032.000000 Penalty: 5904.588867
	Iteration 30Q: 3 clusters Score -2.260603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22606038.000000 Penalty: 5904.588867
	Iteration 31Q: 3 clusters Score -2.260604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22606038.000000 Penalty: 5904.588867
	Iteration 32F: 3 clusters Score -2.260604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -36743.636719 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -36743.64 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 128 members 
Entering Unmasked Estep 
Score: -35529.832031 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -35529.83 nChanged 35
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: -35731.046875 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -35731.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35780.789062 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -35780.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35796.390625 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -35796.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35799.746094 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -35799.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35803.507812 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -35803.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35803.507812 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -35803.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -101958.187500 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -101958.2 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 397 members 
Entering Unmasked Estep 
Score: -100220.296875 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -100220.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100452.710938 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -100452.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100513.812500 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -100513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100560.882812 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -100560.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100576.984375 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -100577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100581.820312 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -100581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100587.609375 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -100587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100590.734375 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -100590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100591.664062 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -100591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100591.664062 Penalty: 3296.609619
	Iteration 9F: 3 clusters Score -100591.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -38632.285156 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -38632.29 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 156 members 
Entering Unmasked Estep 
Score: -37394.078125 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -37394.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37524.316406 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -37524.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37561.929688 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -37561.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37579.675781 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -37579.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37593.464844 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -37593.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37593.464844 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -37593.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -237805.296875 Penalty: 1833.376587
	Iteration 0F: 2 clusters Score -237805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -235433.984375 Penalty: 3666.753174
	Iteration 0F: 3 clusters Score -235434 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235892.953125 Penalty: 3666.753174
	Iteration 1F: 3 clusters Score -235893 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -236128.078125 Penalty: 3666.753174
	Iteration 2F: 3 clusters Score -236128.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -236320.500000 Penalty: 3666.753174
	Iteration 3F: 3 clusters Score -236320.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -236543.843750 Penalty: 3666.753174
	Iteration 4F: 3 clusters Score -236543.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -236733.796875 Penalty: 3666.753174
	Iteration 5F: 3 clusters Score -236733.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236882.078125 Penalty: 3666.753174
	Iteration 6F: 3 clusters Score -236882.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -236980.093750 Penalty: 3666.753174
	Iteration 7Q: 3 clusters Score -236980.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -237051.890625 Penalty: 3666.753174
	Iteration 8Q: 3 clusters Score -237051.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -237078.000000 Penalty: 3666.753174
	Iteration 9Q: 3 clusters Score -237078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -237101.390625 Penalty: 3666.753174
	Iteration 10Q: 3 clusters Score -237101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -237111.125000 Penalty: 3666.753174
	Iteration 11Q: 3 clusters Score -237111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -237119.218750 Penalty: 3666.753174
	Iteration 12Q: 3 clusters Score -237119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -237123.109375 Penalty: 3666.753174
	Iteration 13Q: 3 clusters Score -237123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -237123.875000 Penalty: 3666.753174
	Iteration 14Q: 3 clusters Score -237123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -237124.390625 Penalty: 3666.753174
	Iteration 15Q: 3 clusters Score -237124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -237125.015625 Penalty: 3666.753174
	Iteration 16Q: 3 clusters Score -237125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -237125.015625 Penalty: 3666.753174
	Iteration 17F: 3 clusters Score -237125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -48309.566406 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -48309.57 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 223 members 
Entering Unmasked Estep 
Score: -46981.316406 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -46981.32 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47129.667969 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -47129.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47201.238281 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -47201.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47228.988281 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -47228.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47256.250000 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -47256.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47283.582031 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -47283.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47296.683594 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -47296.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47308.390625 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -47308.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47318.898438 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -47318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47324.898438 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -47324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47327.449219 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -47327.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47333.914062 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -47333.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47335.687500 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -47335.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47335.687500 Penalty: 2971.766357
	Iteration 13F: 3 clusters Score -47335.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -81601.500000 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -81601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80074.750000 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -80074.75 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80335.304688 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -80335.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80451.328125 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -80451.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80558.710938 Penalty: 3214.102051
	Iteration 3Q: 3 clusters Score -80558.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80672.468750 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -80672.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80822.828125 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -80822.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -80958.523438 Penalty: 3214.102051
	Iteration 6F: 3 clusters Score -80958.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81180.421875 Penalty: 3214.102051
	Iteration 7F: 3 clusters Score -81180.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -81368.601562 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -81368.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81453.125000 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -81453.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81478.617188 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -81478.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81490.929688 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -81490.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81496.093750 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -81496.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -81502.312500 Penalty: 3214.102051
	Iteration 13Q: 3 clusters Score -81502.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -81509.148438 Penalty: 3214.102051
	Iteration 14Q: 3 clusters Score -81509.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81514.804688 Penalty: 3214.102051
	Iteration 15Q: 3 clusters Score -81514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81514.804688 Penalty: 3214.102051
	Iteration 16F: 3 clusters Score -81514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -37269.164062 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -37269.16 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 171 members 
Entering Unmasked Estep 
Score: -36145.304688 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -36145.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36443.539062 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -36443.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36579.253906 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -36579.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36642.085938 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -36642.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36721.597656 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -36721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36750.160156 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -36750.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36769.210938 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -36769.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36790.324219 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -36790.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36792.847656 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -36792.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36800.093750 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -36800.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36807.953125 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -36807.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36807.953125 Penalty: 2899.833740
	Iteration 11F: 3 clusters Score -36807.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Entering Unmasked Estep 
Score: -3634173.500000 Penalty: 2502.332275
	Iteration 0F: 2 clusters Score -3634174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3617452.000000 Penalty: 5004.664551
	Iteration 0F: 3 clusters Score -3617452 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3623392.250000 Penalty: 5004.664551
	Iteration 1F: 3 clusters Score -3623392 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3623949.750000 Penalty: 5004.664551
	Iteration 2F: 3 clusters Score -3623950 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3624505.000000 Penalty: 5004.664551
	Iteration 3F: 3 clusters Score -3624505 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3625117.750000 Penalty: 5004.664551
	Iteration 4F: 3 clusters Score -3625118 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3625808.000000 Penalty: 5004.664551
	Iteration 5F: 3 clusters Score -3625808 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3626587.750000 Penalty: 5004.664551
	Iteration 6F: 3 clusters Score -3626588 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3627469.750000 Penalty: 5004.664551
	Iteration 7F: 3 clusters Score -3627470 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3628326.000000 Penalty: 5004.664551
	Iteration 8F: 3 clusters Score -3628326 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3629133.000000 Penalty: 5004.664551
	Iteration 9Q: 3 clusters Score -3629133 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3630066.750000 Penalty: 5004.664551
	Iteration 10Q: 3 clusters Score -3630067 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3630989.000000 Penalty: 5004.664551
	Iteration 11Q: 3 clusters Score -3630989 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3631495.250000 Penalty: 5004.664551
	Iteration 12Q: 3 clusters Score -3631495 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3631689.500000 Penalty: 5004.664551
	Iteration 13Q: 3 clusters Score -3631690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3631749.500000 Penalty: 5004.664551
	Iteration 14Q: 3 clusters Score -3631750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3631789.250000 Penalty: 5004.664551
	Iteration 15Q: 3 clusters Score -3631789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3631824.000000 Penalty: 5004.664551
	Iteration 16Q: 3 clusters Score -3631824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3631845.750000 Penalty: 5004.664551
	Iteration 17Q: 3 clusters Score -3631846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3631862.750000 Penalty: 5004.664551
	Iteration 18Q: 3 clusters Score -3631863 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3631872.750000 Penalty: 5004.664551
	Iteration 19Q: 3 clusters Score -3631873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3631881.000000 Penalty: 5004.664551
	Iteration 20F: 3 clusters Score -3631881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3631884.250000 Penalty: 5004.664551
	Iteration 21Q: 3 clusters Score -3631884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3631903.000000 Penalty: 5004.664551
	Iteration 22Q: 3 clusters Score -3631903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3631908.500000 Penalty: 5004.664551
	Iteration 23Q: 3 clusters Score -3631908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3631914.000000 Penalty: 5004.664551
	Iteration 24Q: 3 clusters Score -3631914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3631912.250000 Penalty: 5004.664551
	Iteration 25Q: 3 clusters Score -3631912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3631915.500000 Penalty: 5004.664551
	Iteration 26Q: 3 clusters Score -3631916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3631917.500000 Penalty: 5004.664551
	Iteration 27Q: 3 clusters Score -3631918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3631921.500000 Penalty: 5004.664551
	Iteration 28Q: 3 clusters Score -3631922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3631922.750000 Penalty: 5004.664551
	Iteration 29Q: 3 clusters Score -3631923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3631939.000000 Penalty: 5004.664551
	Iteration 30Q: 3 clusters Score -3631939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3631939.750000 Penalty: 5004.664551
	Iteration 31Q: 3 clusters Score -3631940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3631940.500000 Penalty: 5004.664551
	Iteration 32Q: 3 clusters Score -3631940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3631948.000000 Penalty: 5004.664551
	Iteration 33Q: 3 clusters Score -3631948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3631947.250000 Penalty: 5004.664551
	Iteration 34Q: 3 clusters Score -3631947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3631957.750000 Penalty: 5004.664551
	Iteration 35Q: 3 clusters Score -3631958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3631955.750000 Penalty: 5004.664551
	Iteration 36Q: 3 clusters Score -3631956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3631962.750000 Penalty: 5004.664551
	Iteration 37Q: 3 clusters Score -3631963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3631964.500000 Penalty: 5004.664551
	Iteration 38Q: 3 clusters Score -3631964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3631971.750000 Penalty: 5004.664551
	Iteration 39Q: 3 clusters Score -3631972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3631969.000000 Penalty: 5004.664551
	Iteration 40F: 3 clusters Score -3631969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3631968.250000 Penalty: 5004.664551
	Iteration 41Q: 3 clusters Score -3631968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3631970.000000 Penalty: 5004.664551
	Iteration 42Q: 3 clusters Score -3631970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3631972.750000 Penalty: 5004.664551
	Iteration 43Q: 3 clusters Score -3631973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3631974.250000 Penalty: 5004.664551
	Iteration 44Q: 3 clusters Score -3631974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3631973.750000 Penalty: 5004.664551
	Iteration 45Q: 3 clusters Score -3631974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3631976.500000 Penalty: 5004.664551
	Iteration 46Q: 3 clusters Score -3631976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3631978.000000 Penalty: 5004.664551
	Iteration 47Q: 3 clusters Score -3631978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3631979.750000 Penalty: 5004.664551
	Iteration 48Q: 3 clusters Score -3631980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3631983.750000 Penalty: 5004.664551
	Iteration 49Q: 3 clusters Score -3631984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3631987.500000 Penalty: 5004.664551
	Iteration 50Q: 3 clusters Score -3631988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3631992.250000 Penalty: 5004.664551
	Iteration 51Q: 3 clusters Score -3631992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3631993.750000 Penalty: 5004.664551
	Iteration 52Q: 3 clusters Score -3631994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3631997.500000 Penalty: 5004.664551
	Iteration 53Q: 3 clusters Score -3631998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3631997.500000 Penalty: 5004.664551
	Iteration 54F: 3 clusters Score -3631998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -17193.433594 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -17193.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16299.656250 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -16299.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16607.423828 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -16607.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16691.054688 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -16691.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16716.587891 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -16716.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16769.513672 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -16769.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16784.228516 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -16784.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16790.353516 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -16790.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16791.863281 Penalty: 2712.157715
	Iteration 7Q: 3 clusters Score -16791.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16793.210938 Penalty: 2712.157715
	Iteration 8Q: 3 clusters Score -16793.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16798.445312 Penalty: 2712.157715
	Iteration 9Q: 3 clusters Score -16798.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16808.746094 Penalty: 2712.157715
	Iteration 10Q: 3 clusters Score -16808.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16817.785156 Penalty: 2712.157715
	Iteration 11Q: 3 clusters Score -16817.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16821.148438 Penalty: 2712.157715
	Iteration 12Q: 3 clusters Score -16821.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16821.148438 Penalty: 2712.157715
	Iteration 13F: 3 clusters Score -16821.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -96845.460938 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -96845.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95230.304688 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -95230.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95707.429688 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -95707.43 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96243.906250 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -96243.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96872.476562 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -96872.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97304.476562 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -97304.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -97390.656250 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -97390.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -97511.632812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -97511.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97611.320312 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -97611.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97664.289062 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -97664.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97732.648438 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -97732.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97840.523438 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -97840.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98040.632812 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -98040.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98052.125000 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -98052.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98054.179688 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -98054.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98055.156250 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -98055.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98055.156250 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -98055.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37655 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 105818 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147918 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24102 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 306 members 
Entering Unmasked Estep 
Score: -70341264.000000 Penalty: 139297.500000
Splitting cluster 41 changes total score from -70341624.000000 to -70341264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -18624.744141 Penalty: 1261.723877
	Iteration 0F: 2 clusters Score -18624.74 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 79 members 
Entering Unmasked Estep 
Score: -17621.064453 Penalty: 2523.447754
	Iteration 0F: 3 clusters Score -17621.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17676.208984 Penalty: 2523.447754
	Iteration 1F: 3 clusters Score -17676.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17683.009766 Penalty: 2523.447754
	Iteration 2Q: 3 clusters Score -17683.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17683.009766 Penalty: 2523.447754
	Iteration 3F: 3 clusters Score -17683.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37655 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 105818 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9295 members 
Mstep: Class 31 contains 147918 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24102 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341624.000000 Penalty: 136058.015625
Iteration 199Q: 43 clusters Score -7.034162e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20679 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 105896 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44333 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11522 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9293 members 
Mstep: Class 31 contains 147912 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24101 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 200F: 43 clusters Score -7.034161e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 105955 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44328 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9292 members 
Mstep: Class 31 contains 147910 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24101 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341624.000000 Penalty: 136058.015625
Iteration 201Q: 43 clusters Score -7.034162e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20672 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 106031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44318 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11408 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9290 members 
Mstep: Class 31 contains 147914 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24104 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341600.000000 Penalty: 136058.015625
Iteration 202Q: 43 clusters Score -7.03416e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20670 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 11540 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37659 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 106092 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44313 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11342 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9291 members 
Mstep: Class 31 contains 147923 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24107 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341688.000000 Penalty: 136058.015625
Iteration 203Q: 43 clusters Score -7.034169e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20668 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37658 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 106158 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44310 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11278 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9290 members 
Mstep: Class 31 contains 147924 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24110 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 204Q: 43 clusters Score -7.034162e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11299 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20669 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 11542 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 106210 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44311 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11219 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9287 members 
Mstep: Class 31 contains 147928 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24114 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341576.000000 Penalty: 136058.015625
Iteration 205Q: 43 clusters Score -7.034158e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20670 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11544 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37657 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 106234 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44307 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11179 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9284 members 
Mstep: Class 31 contains 147945 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24116 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341560.000000 Penalty: 136058.015625
Iteration 206Q: 43 clusters Score -7.034156e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11299 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20671 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 106263 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44309 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11137 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9282 members 
Mstep: Class 31 contains 147954 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24117 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341528.000000 Penalty: 136058.015625
Iteration 207Q: 43 clusters Score -7.034153e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20671 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37664 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 106309 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11092 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9278 members 
Mstep: Class 31 contains 147958 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24118 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341496.000000 Penalty: 136058.015625
Iteration 208Q: 43 clusters Score -7.03415e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20671 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44298 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11047 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 147949 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24119 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341472.000000 Penalty: 136058.015625
Iteration 209Q: 43 clusters Score -7.034147e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20673 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 106420 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9270 members 
Mstep: Class 31 contains 147950 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24119 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341488.000000 Penalty: 136058.015625
Iteration 210Q: 43 clusters Score -7.034149e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37669 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 106456 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10968 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9266 members 
Mstep: Class 31 contains 147947 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24119 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341576.000000 Penalty: 136058.015625
Iteration 211Q: 43 clusters Score -7.034158e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37672 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 106505 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44296 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10928 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9256 members 
Mstep: Class 31 contains 147946 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24118 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341544.000000 Penalty: 136058.015625
Iteration 212Q: 43 clusters Score -7.034154e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 106555 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44294 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10890 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9254 members 
Mstep: Class 31 contains 147941 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24117 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 213Q: 43 clusters Score -7.03415e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37674 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 106606 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10842 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9252 members 
Mstep: Class 31 contains 147941 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24117 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341528.000000 Penalty: 136058.015625
Iteration 214Q: 43 clusters Score -7.034153e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37674 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 106669 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44292 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10786 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9248 members 
Mstep: Class 31 contains 147937 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24118 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341584.000000 Penalty: 136058.015625
Iteration 215Q: 43 clusters Score -7.034158e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 106732 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10731 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9247 members 
Mstep: Class 31 contains 147927 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24120 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 216Q: 43 clusters Score -7.034162e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20676 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37679 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 106805 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44288 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10656 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9246 members 
Mstep: Class 31 contains 147927 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24121 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341552.000000 Penalty: 136058.015625
Iteration 217Q: 43 clusters Score -7.034155e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20677 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37681 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 106875 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44285 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9245 members 
Mstep: Class 31 contains 147927 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24123 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 218Q: 43 clusters Score -7.034161e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 20676 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37684 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 106931 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9246 members 
Mstep: Class 31 contains 147929 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24123 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341576.000000 Penalty: 136058.015625
Iteration 219Q: 43 clusters Score -7.034158e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20679 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37685 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 106966 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10474 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9246 members 
Mstep: Class 31 contains 147934 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24125 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341448.000000 Penalty: 136058.015625
Iteration 220F: 43 clusters Score -7.034145e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20675 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 107027 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9247 members 
Mstep: Class 31 contains 147921 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24128 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341528.000000 Penalty: 136058.015625
Iteration 221Q: 43 clusters Score -7.034153e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20671 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 107078 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10379 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9248 members 
Mstep: Class 31 contains 147912 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24132 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341576.000000 Penalty: 136058.015625
Iteration 222Q: 43 clusters Score -7.034158e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20670 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 107144 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9248 members 
Mstep: Class 31 contains 147910 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24133 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341656.000000 Penalty: 136058.015625
Iteration 223Q: 43 clusters Score -7.034166e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20666 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37687 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 107207 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44292 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9247 members 
Mstep: Class 31 contains 147904 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24139 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341584.000000 Penalty: 136058.015625
Iteration 224Q: 43 clusters Score -7.034158e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20661 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 107265 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10208 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9245 members 
Mstep: Class 31 contains 147903 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24144 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341648.000000 Penalty: 136058.015625
Iteration 225Q: 43 clusters Score -7.034165e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20656 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37691 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 107325 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44280 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10149 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9245 members 
Mstep: Class 31 contains 147911 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24144 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341608.000000 Penalty: 136058.015625
Iteration 226Q: 43 clusters Score -7.034161e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20651 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37695 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 107381 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44274 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10093 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9243 members 
Mstep: Class 31 contains 147914 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24147 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341592.000000 Penalty: 136058.015625
Iteration 227Q: 43 clusters Score -7.034159e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20649 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37696 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 107428 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44274 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 147905 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341560.000000 Penalty: 136058.015625
Iteration 228Q: 43 clusters Score -7.034156e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20647 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37699 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 107485 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44271 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 9991 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 147909 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24155 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341512.000000 Penalty: 136058.015625
Iteration 229Q: 43 clusters Score -7.034151e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20647 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37700 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 107556 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44269 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 9931 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9240 members 
Mstep: Class 31 contains 147902 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24158 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 230Q: 43 clusters Score -7.03415e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20646 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37700 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 107623 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44265 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 9869 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 147905 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24158 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341552.000000 Penalty: 136058.015625
Iteration 231Q: 43 clusters Score -7.034155e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20645 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 11551 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37700 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 107677 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44262 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 9827 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9231 members 
Mstep: Class 31 contains 147907 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24159 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341584.000000 Penalty: 136058.015625
Iteration 232Q: 43 clusters Score -7.034158e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20644 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37704 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 107734 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44257 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 9780 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2345 members 
Mstep: Class 30 contains 9223 members 
Mstep: Class 31 contains 147912 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24157 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341504.000000 Penalty: 136058.015625
Iteration 233Q: 43 clusters Score -7.03415e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20643 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 11551 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37703 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 107797 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44253 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 9738 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9217 members 
Mstep: Class 31 contains 147907 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24155 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341536.000000 Penalty: 136058.015625
Iteration 234Q: 43 clusters Score -7.034154e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37704 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 107872 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44254 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9209 members 
Mstep: Class 31 contains 147904 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341544.000000 Penalty: 136058.015625
Iteration 235Q: 43 clusters Score -7.034154e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20638 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37704 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 107964 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 44252 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 9597 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9204 members 
Mstep: Class 31 contains 147901 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24148 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341488.000000 Penalty: 136058.015625
Iteration 236Q: 43 clusters Score -7.034149e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20636 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37707 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 108058 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44255 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9510 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9199 members 
Mstep: Class 31 contains 147891 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24147 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341536.000000 Penalty: 136058.015625
Iteration 237Q: 43 clusters Score -7.034154e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20634 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37705 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108163 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44255 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9411 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9193 members 
Mstep: Class 31 contains 147891 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24148 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341568.000000 Penalty: 136058.015625
Iteration 238Q: 43 clusters Score -7.034157e+07 nChanged 253
Entering ConstructFrom: 
Score: -70341568.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (9702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Entering Unmasked Estep 
Score: -1474202.750000 Penalty: 2276.661621
	Iteration 0F: 2 clusters Score -1474203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1466773.875000 Penalty: 4553.323242
	Iteration 0F: 3 clusters Score -1466774 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1468971.125000 Penalty: 4553.323242
	Iteration 1F: 3 clusters Score -1468971 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1469405.875000 Penalty: 4553.323242
	Iteration 2F: 3 clusters Score -1469406 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1469805.250000 Penalty: 4553.323242
	Iteration 3F: 3 clusters Score -1469805 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1470211.750000 Penalty: 4553.323242
	Iteration 4F: 3 clusters Score -1470212 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1470565.875000 Penalty: 4553.323242
	Iteration 5F: 3 clusters Score -1470566 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1470901.250000 Penalty: 4553.323242
	Iteration 6F: 3 clusters Score -1470901 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1471198.500000 Penalty: 4553.323242
	Iteration 7Q: 3 clusters Score -1471198 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1471454.375000 Penalty: 4553.323242
	Iteration 8Q: 3 clusters Score -1471454 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1471692.750000 Penalty: 4553.323242
	Iteration 9Q: 3 clusters Score -1471693 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1471915.125000 Penalty: 4553.323242
	Iteration 10Q: 3 clusters Score -1471915 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1472176.000000 Penalty: 4553.323242
	Iteration 11Q: 3 clusters Score -1472176 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1472384.375000 Penalty: 4553.323242
	Iteration 12Q: 3 clusters Score -1472384 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1472542.875000 Penalty: 4553.323242
	Iteration 13Q: 3 clusters Score -1472543 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1472633.250000 Penalty: 4553.323242
	Iteration 14Q: 3 clusters Score -1472633 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1472703.625000 Penalty: 4553.323242
	Iteration 15Q: 3 clusters Score -1472704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1472739.375000 Penalty: 4553.323242
	Iteration 16Q: 3 clusters Score -1472739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1472776.750000 Penalty: 4553.323242
	Iteration 17Q: 3 clusters Score -1472777 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1472812.625000 Penalty: 4553.323242
	Iteration 18Q: 3 clusters Score -1472813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1472838.250000 Penalty: 4553.323242
	Iteration 19Q: 3 clusters Score -1472838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1472859.625000 Penalty: 4553.323242
	Iteration 20F: 3 clusters Score -1472860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1472881.875000 Penalty: 4553.323242
	Iteration 21Q: 3 clusters Score -1472882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1472892.500000 Penalty: 4553.323242
	Iteration 22Q: 3 clusters Score -1472892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1472907.250000 Penalty: 4553.323242
	Iteration 23Q: 3 clusters Score -1472907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1472918.500000 Penalty: 4553.323242
	Iteration 24Q: 3 clusters Score -1472918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1472930.000000 Penalty: 4553.323242
	Iteration 25Q: 3 clusters Score -1472930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1472942.625000 Penalty: 4553.323242
	Iteration 26Q: 3 clusters Score -1472943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1472952.625000 Penalty: 4553.323242
	Iteration 27Q: 3 clusters Score -1472953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1472963.875000 Penalty: 4553.323242
	Iteration 28Q: 3 clusters Score -1472964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1472978.875000 Penalty: 4553.323242
	Iteration 29Q: 3 clusters Score -1472979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1472991.875000 Penalty: 4553.323242
	Iteration 30Q: 3 clusters Score -1472992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1473016.875000 Penalty: 4553.323242
	Iteration 31Q: 3 clusters Score -1473017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1473052.875000 Penalty: 4553.323242
	Iteration 32Q: 3 clusters Score -1473053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1473099.375000 Penalty: 4553.323242
	Iteration 33Q: 3 clusters Score -1473099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1473151.625000 Penalty: 4553.323242
	Iteration 34Q: 3 clusters Score -1473152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1473217.500000 Penalty: 4553.323242
	Iteration 35Q: 3 clusters Score -1473218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1473288.625000 Penalty: 4553.323242
	Iteration 36Q: 3 clusters Score -1473289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1473356.000000 Penalty: 4553.323242
	Iteration 37Q: 3 clusters Score -1473356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1473393.125000 Penalty: 4553.323242
	Iteration 38Q: 3 clusters Score -1473393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1473412.000000 Penalty: 4553.323242
	Iteration 39Q: 3 clusters Score -1473412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1473417.250000 Penalty: 4553.323242
	Iteration 40F: 3 clusters Score -1473417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1473421.375000 Penalty: 4553.323242
	Iteration 41Q: 3 clusters Score -1473421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1473425.625000 Penalty: 4553.323242
	Iteration 42Q: 3 clusters Score -1473426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1473428.125000 Penalty: 4553.323242
	Iteration 43Q: 3 clusters Score -1473428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1473426.750000 Penalty: 4553.323242
	Iteration 44Q: 3 clusters Score -1473427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1473428.000000 Penalty: 4553.323242
	Iteration 45Q: 3 clusters Score -1473428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1473428.000000 Penalty: 4553.323242
	Iteration 46F: 3 clusters Score -1473428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Entering Unmasked Estep 
Score: -1635087.000000 Penalty: 2314.342529
	Iteration 0F: 2 clusters Score -1635087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1626624.500000 Penalty: 4628.685059
	Iteration 0F: 3 clusters Score -1626624 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1629391.500000 Penalty: 4628.685059
	Iteration 1F: 3 clusters Score -1629392 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1630067.750000 Penalty: 4628.685059
	Iteration 2F: 3 clusters Score -1630068 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1630877.125000 Penalty: 4628.685059
	Iteration 3F: 3 clusters Score -1630877 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1631790.125000 Penalty: 4628.685059
	Iteration 4F: 3 clusters Score -1631790 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1632543.250000 Penalty: 4628.685059
	Iteration 5F: 3 clusters Score -1632543 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1633040.875000 Penalty: 4628.685059
	Iteration 6F: 3 clusters Score -1633041 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1633353.750000 Penalty: 4628.685059
	Iteration 7Q: 3 clusters Score -1633354 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1633551.500000 Penalty: 4628.685059
	Iteration 8Q: 3 clusters Score -1633552 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1633671.500000 Penalty: 4628.685059
	Iteration 9Q: 3 clusters Score -1633672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1633766.625000 Penalty: 4628.685059
	Iteration 10Q: 3 clusters Score -1633767 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1633848.750000 Penalty: 4628.685059
	Iteration 11Q: 3 clusters Score -1633849 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1633908.125000 Penalty: 4628.685059
	Iteration 12Q: 3 clusters Score -1633908 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1633957.625000 Penalty: 4628.685059
	Iteration 13Q: 3 clusters Score -1633958 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1634005.000000 Penalty: 4628.685059
	Iteration 14Q: 3 clusters Score -1634005 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1634041.375000 Penalty: 4628.685059
	Iteration 15Q: 3 clusters Score -1634041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1634073.125000 Penalty: 4628.685059
	Iteration 16Q: 3 clusters Score -1634073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1634104.375000 Penalty: 4628.685059
	Iteration 17Q: 3 clusters Score -1634104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1634146.875000 Penalty: 4628.685059
	Iteration 18Q: 3 clusters Score -1634147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1634193.500000 Penalty: 4628.685059
	Iteration 19Q: 3 clusters Score -1634194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1634248.250000 Penalty: 4628.685059
	Iteration 20F: 3 clusters Score -1634248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1634308.125000 Penalty: 4628.685059
	Iteration 21Q: 3 clusters Score -1634308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1634359.875000 Penalty: 4628.685059
	Iteration 22Q: 3 clusters Score -1634360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1634429.250000 Penalty: 4628.685059
	Iteration 23Q: 3 clusters Score -1634429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1634489.125000 Penalty: 4628.685059
	Iteration 24Q: 3 clusters Score -1634489 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1634539.125000 Penalty: 4628.685059
	Iteration 25Q: 3 clusters Score -1634539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1634587.375000 Penalty: 4628.685059
	Iteration 26Q: 3 clusters Score -1634587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1634628.375000 Penalty: 4628.685059
	Iteration 27Q: 3 clusters Score -1634628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1634666.250000 Penalty: 4628.685059
	Iteration 28Q: 3 clusters Score -1634666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1634725.875000 Penalty: 4628.685059
	Iteration 29Q: 3 clusters Score -1634726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1634772.750000 Penalty: 4628.685059
	Iteration 30Q: 3 clusters Score -1634773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1634825.000000 Penalty: 4628.685059
	Iteration 31Q: 3 clusters Score -1634825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1634872.250000 Penalty: 4628.685059
	Iteration 32Q: 3 clusters Score -1634872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1634911.375000 Penalty: 4628.685059
	Iteration 33Q: 3 clusters Score -1634911 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1634943.625000 Penalty: 4628.685059
	Iteration 34Q: 3 clusters Score -1634944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1634983.250000 Penalty: 4628.685059
	Iteration 35Q: 3 clusters Score -1634983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1635015.250000 Penalty: 4628.685059
	Iteration 36Q: 3 clusters Score -1635015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1635037.500000 Penalty: 4628.685059
	Iteration 37Q: 3 clusters Score -1635038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1635050.625000 Penalty: 4628.685059
	Iteration 38Q: 3 clusters Score -1635051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1635075.125000 Penalty: 4628.685059
	Iteration 39Q: 3 clusters Score -1635075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1635093.750000 Penalty: 4628.685059
	Iteration 40F: 3 clusters Score -1635094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1635102.125000 Penalty: 4628.685059
	Iteration 41Q: 3 clusters Score -1635102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1635117.500000 Penalty: 4628.685059
	Iteration 42Q: 3 clusters Score -1635118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1635128.250000 Penalty: 4628.685059
	Iteration 43Q: 3 clusters Score -1635128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1635133.250000 Penalty: 4628.685059
	Iteration 44Q: 3 clusters Score -1635133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1635137.000000 Penalty: 4628.685059
	Iteration 45Q: 3 clusters Score -1635137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1635136.750000 Penalty: 4628.685059
	Iteration 46Q: 3 clusters Score -1635137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1635140.250000 Penalty: 4628.685059
	Iteration 47Q: 3 clusters Score -1635140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1635145.750000 Penalty: 4628.685059
	Iteration 48Q: 3 clusters Score -1635146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1635147.250000 Penalty: 4628.685059
	Iteration 49Q: 3 clusters Score -1635147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1635147.500000 Penalty: 4628.685059
	Iteration 50Q: 3 clusters Score -1635148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1635148.000000 Penalty: 4628.685059
	Iteration 51Q: 3 clusters Score -1635148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1635147.750000 Penalty: 4628.685059
	Iteration 52Q: 3 clusters Score -1635148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1635149.625000 Penalty: 4628.685059
	Iteration 53Q: 3 clusters Score -1635150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1635150.500000 Penalty: 4628.685059
	Iteration 54Q: 3 clusters Score -1635150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1635151.875000 Penalty: 4628.685059
	Iteration 55Q: 3 clusters Score -1635152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1635151.125000 Penalty: 4628.685059
	Iteration 56Q: 3 clusters Score -1635151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1635151.125000 Penalty: 4628.685059
	Iteration 57F: 3 clusters Score -1635151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 8682 members 
Entering Unmasked Estep 
Score: -70340536.000000 Penalty: 139297.500000
Splitting cluster 2 changes total score from -70341568.000000 to -70340536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -125996.429688 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -125996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -124129.859375 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -124129.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124524.992188 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -124525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -125025.304688 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -125025.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -125519.804688 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -125519.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -125808.773438 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -125808.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -125932.804688 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -125932.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -125972.296875 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -125972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -125987.445312 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -125987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -125996.125000 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -125996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -126007.921875 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -126007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -126011.664062 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -126011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -126011.664062 Penalty: 3378.923096
	Iteration 11F: 3 clusters Score -126011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 269 members 
Entering Unmasked Estep 
Score: -70339936.000000 Penalty: 139297.500000
Splitting cluster 3 changes total score from -70341568.000000 to -70339936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Entering Unmasked Estep 
Score: -3209421.500000 Penalty: 2463.816406
	Iteration 0F: 2 clusters Score -3209422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3195090.250000 Penalty: 4927.632812
	Iteration 0F: 3 clusters Score -3195090 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3199730.750000 Penalty: 4927.632812
	Iteration 1F: 3 clusters Score -3199731 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3200172.500000 Penalty: 4927.632812
	Iteration 2F: 3 clusters Score -3200172 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3200653.250000 Penalty: 4927.632812
	Iteration 3F: 3 clusters Score -3200653 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3201230.750000 Penalty: 4927.632812
	Iteration 4F: 3 clusters Score -3201231 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3201981.500000 Penalty: 4927.632812
	Iteration 5F: 3 clusters Score -3201982 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3202890.750000 Penalty: 4927.632812
	Iteration 6F: 3 clusters Score -3202891 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3203965.500000 Penalty: 4927.632812
	Iteration 7F: 3 clusters Score -3203966 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3205025.000000 Penalty: 4927.632812
	Iteration 8F: 3 clusters Score -3205025 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3205946.750000 Penalty: 4927.632812
	Iteration 9F: 3 clusters Score -3205947 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3206673.750000 Penalty: 4927.632812
	Iteration 10Q: 3 clusters Score -3206674 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3207176.250000 Penalty: 4927.632812
	Iteration 11Q: 3 clusters Score -3207176 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3207461.500000 Penalty: 4927.632812
	Iteration 12Q: 3 clusters Score -3207462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3207681.250000 Penalty: 4927.632812
	Iteration 13Q: 3 clusters Score -3207681 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3207822.250000 Penalty: 4927.632812
	Iteration 14Q: 3 clusters Score -3207822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3207889.750000 Penalty: 4927.632812
	Iteration 15Q: 3 clusters Score -3207890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3207920.500000 Penalty: 4927.632812
	Iteration 16Q: 3 clusters Score -3207920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3207933.750000 Penalty: 4927.632812
	Iteration 17Q: 3 clusters Score -3207934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3207936.250000 Penalty: 4927.632812
	Iteration 18Q: 3 clusters Score -3207936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3207937.750000 Penalty: 4927.632812
	Iteration 19Q: 3 clusters Score -3207938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3207945.500000 Penalty: 4927.632812
	Iteration 20F: 3 clusters Score -3207946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3207955.250000 Penalty: 4927.632812
	Iteration 21Q: 3 clusters Score -3207955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3207961.750000 Penalty: 4927.632812
	Iteration 22Q: 3 clusters Score -3207962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3207961.750000 Penalty: 4927.632812
	Iteration 23Q: 3 clusters Score -3207962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3207974.000000 Penalty: 4927.632812
	Iteration 24Q: 3 clusters Score -3207974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3207969.000000 Penalty: 4927.632812
	Iteration 25Q: 3 clusters Score -3207969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3207970.750000 Penalty: 4927.632812
	Iteration 26Q: 3 clusters Score -3207971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3207970.750000 Penalty: 4927.632812
	Iteration 27F: 3 clusters Score -3207971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -325429.375000 Penalty: 1905.826416
	Iteration 0F: 2 clusters Score -325429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -322749.875000 Penalty: 3811.652832
	Iteration 0F: 3 clusters Score -322749.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -323357.750000 Penalty: 3811.652832
	Iteration 1F: 3 clusters Score -323357.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -323581.968750 Penalty: 3811.652832
	Iteration 2F: 3 clusters Score -323582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -323734.812500 Penalty: 3811.652832
	Iteration 3F: 3 clusters Score -323734.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -323864.437500 Penalty: 3811.652832
	Iteration 4F: 3 clusters Score -323864.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -323952.156250 Penalty: 3811.652832
	Iteration 5Q: 3 clusters Score -323952.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -324030.093750 Penalty: 3811.652832
	Iteration 6Q: 3 clusters Score -324030.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -324101.531250 Penalty: 3811.652832
	Iteration 7Q: 3 clusters Score -324101.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -324157.718750 Penalty: 3811.652832
	Iteration 8Q: 3 clusters Score -324157.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -324194.687500 Penalty: 3811.652832
	Iteration 9Q: 3 clusters Score -324194.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -324225.250000 Penalty: 3811.652832
	Iteration 10Q: 3 clusters Score -324225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -324240.343750 Penalty: 3811.652832
	Iteration 11Q: 3 clusters Score -324240.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -324252.093750 Penalty: 3811.652832
	Iteration 12Q: 3 clusters Score -324252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -324260.062500 Penalty: 3811.652832
	Iteration 13Q: 3 clusters Score -324260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -324267.312500 Penalty: 3811.652832
	Iteration 14Q: 3 clusters Score -324267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -324270.593750 Penalty: 3811.652832
	Iteration 15Q: 3 clusters Score -324270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -324271.375000 Penalty: 3811.652832
	Iteration 16Q: 3 clusters Score -324271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -324271.968750 Penalty: 3811.652832
	Iteration 17Q: 3 clusters Score -324272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -324275.218750 Penalty: 3811.652832
	Iteration 18Q: 3 clusters Score -324275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -324277.906250 Penalty: 3811.652832
	Iteration 19Q: 3 clusters Score -324277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -324280.656250 Penalty: 3811.652832
	Iteration 20F: 3 clusters Score -324280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -324282.062500 Penalty: 3811.652832
	Iteration 21Q: 3 clusters Score -324282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -324286.187500 Penalty: 3811.652832
	Iteration 22Q: 3 clusters Score -324286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -324287.687500 Penalty: 3811.652832
	Iteration 23Q: 3 clusters Score -324287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -324287.687500 Penalty: 3811.652832
	Iteration 24F: 3 clusters Score -324287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -35794.230469 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -35794.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34628.402344 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34628.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34820.656250 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34820.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34907.074219 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -34907.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34939.257812 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -34939.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34953.414062 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -34953.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34960.476562 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -34960.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34960.476562 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -34960.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -44030.085938 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -44030.09 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 176 members 
Entering Unmasked Estep 
Score: -42729.917969 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -42729.92 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42955.339844 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42955.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43076.761719 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -43076.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43165.949219 Penalty: 2896.958252
	Iteration 3F: 3 clusters Score -43165.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43222.000000 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -43222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43251.906250 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -43251.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43289.093750 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -43289.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43469.664062 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -43469.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43506.585938 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -43506.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43519.304688 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -43519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43532.503906 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -43532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43538.890625 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -43538.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43539.976562 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -43539.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43539.976562 Penalty: 2896.958252
	Iteration 13F: 3 clusters Score -43539.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Entering Unmasked Estep 
Score: -743994.937500 Penalty: 2116.834473
	Iteration 0F: 2 clusters Score -743994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -739396.562500 Penalty: 4233.668945
	Iteration 0F: 3 clusters Score -739396.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -740550.250000 Penalty: 4233.668945
	Iteration 1F: 3 clusters Score -740550.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -740861.500000 Penalty: 4233.668945
	Iteration 2F: 3 clusters Score -740861.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -741039.250000 Penalty: 4233.668945
	Iteration 3F: 3 clusters Score -741039.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -741143.375000 Penalty: 4233.668945
	Iteration 4Q: 3 clusters Score -741143.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -741218.437500 Penalty: 4233.668945
	Iteration 5Q: 3 clusters Score -741218.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -741275.812500 Penalty: 4233.668945
	Iteration 6Q: 3 clusters Score -741275.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -741323.812500 Penalty: 4233.668945
	Iteration 7Q: 3 clusters Score -741323.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -741364.375000 Penalty: 4233.668945
	Iteration 8Q: 3 clusters Score -741364.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -741390.125000 Penalty: 4233.668945
	Iteration 9Q: 3 clusters Score -741390.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -741409.437500 Penalty: 4233.668945
	Iteration 10Q: 3 clusters Score -741409.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -741425.312500 Penalty: 4233.668945
	Iteration 11Q: 3 clusters Score -741425.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -741438.062500 Penalty: 4233.668945
	Iteration 12Q: 3 clusters Score -741438.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -741448.437500 Penalty: 4233.668945
	Iteration 13Q: 3 clusters Score -741448.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -741457.312500 Penalty: 4233.668945
	Iteration 14Q: 3 clusters Score -741457.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -741469.250000 Penalty: 4233.668945
	Iteration 15Q: 3 clusters Score -741469.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -741483.312500 Penalty: 4233.668945
	Iteration 16Q: 3 clusters Score -741483.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -741495.062500 Penalty: 4233.668945
	Iteration 17Q: 3 clusters Score -741495.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -741507.500000 Penalty: 4233.668945
	Iteration 18Q: 3 clusters Score -741507.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -741515.500000 Penalty: 4233.668945
	Iteration 19Q: 3 clusters Score -741515.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -741524.062500 Penalty: 4233.668945
	Iteration 20F: 3 clusters Score -741524.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -741536.812500 Penalty: 4233.668945
	Iteration 21Q: 3 clusters Score -741536.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -741548.187500 Penalty: 4233.668945
	Iteration 22Q: 3 clusters Score -741548.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -741560.125000 Penalty: 4233.668945
	Iteration 23Q: 3 clusters Score -741560.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -741568.312500 Penalty: 4233.668945
	Iteration 24Q: 3 clusters Score -741568.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -741577.375000 Penalty: 4233.668945
	Iteration 25Q: 3 clusters Score -741577.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -741587.375000 Penalty: 4233.668945
	Iteration 26Q: 3 clusters Score -741587.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -741595.375000 Penalty: 4233.668945
	Iteration 27Q: 3 clusters Score -741595.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -741605.750000 Penalty: 4233.668945
	Iteration 28Q: 3 clusters Score -741605.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -741615.062500 Penalty: 4233.668945
	Iteration 29Q: 3 clusters Score -741615.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -741625.937500 Penalty: 4233.668945
	Iteration 30Q: 3 clusters Score -741625.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -741638.687500 Penalty: 4233.668945
	Iteration 31Q: 3 clusters Score -741638.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -741657.812500 Penalty: 4233.668945
	Iteration 32Q: 3 clusters Score -741657.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -741676.437500 Penalty: 4233.668945
	Iteration 33Q: 3 clusters Score -741676.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -741697.562500 Penalty: 4233.668945
	Iteration 34Q: 3 clusters Score -741697.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -741722.500000 Penalty: 4233.668945
	Iteration 35Q: 3 clusters Score -741722.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -741752.687500 Penalty: 4233.668945
	Iteration 36Q: 3 clusters Score -741752.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -741793.000000 Penalty: 4233.668945
	Iteration 37Q: 3 clusters Score -741793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -741831.562500 Penalty: 4233.668945
	Iteration 38Q: 3 clusters Score -741831.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -741874.500000 Penalty: 4233.668945
	Iteration 39Q: 3 clusters Score -741874.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -741909.750000 Penalty: 4233.668945
	Iteration 40F: 3 clusters Score -741909.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -741954.375000 Penalty: 4233.668945
	Iteration 41Q: 3 clusters Score -741954.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -741989.375000 Penalty: 4233.668945
	Iteration 42Q: 3 clusters Score -741989.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -742030.937500 Penalty: 4233.668945
	Iteration 43Q: 3 clusters Score -742030.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -742057.750000 Penalty: 4233.668945
	Iteration 44Q: 3 clusters Score -742057.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -742078.625000 Penalty: 4233.668945
	Iteration 45Q: 3 clusters Score -742078.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -742093.625000 Penalty: 4233.668945
	Iteration 46Q: 3 clusters Score -742093.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -742104.875000 Penalty: 4233.668945
	Iteration 47Q: 3 clusters Score -742104.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -742112.562500 Penalty: 4233.668945
	Iteration 48Q: 3 clusters Score -742112.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -742125.250000 Penalty: 4233.668945
	Iteration 49Q: 3 clusters Score -742125.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -742142.937500 Penalty: 4233.668945
	Iteration 50Q: 3 clusters Score -742142.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -742159.125000 Penalty: 4233.668945
	Iteration 51Q: 3 clusters Score -742159.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -742174.750000 Penalty: 4233.668945
	Iteration 52Q: 3 clusters Score -742174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -742188.062500 Penalty: 4233.668945
	Iteration 53Q: 3 clusters Score -742188.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -742204.125000 Penalty: 4233.668945
	Iteration 54Q: 3 clusters Score -742204.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -742216.375000 Penalty: 4233.668945
	Iteration 55Q: 3 clusters Score -742216.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -742223.562500 Penalty: 4233.668945
	Iteration 56Q: 3 clusters Score -742223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -742230.875000 Penalty: 4233.668945
	Iteration 57Q: 3 clusters Score -742230.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -742242.250000 Penalty: 4233.668945
	Iteration 58Q: 3 clusters Score -742242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -742247.125000 Penalty: 4233.668945
	Iteration 59Q: 3 clusters Score -742247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -742258.125000 Penalty: 4233.668945
	Iteration 60F: 3 clusters Score -742258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -742269.187500 Penalty: 4233.668945
	Iteration 61Q: 3 clusters Score -742269.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -742280.375000 Penalty: 4233.668945
	Iteration 62Q: 3 clusters Score -742280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -742288.375000 Penalty: 4233.668945
	Iteration 63Q: 3 clusters Score -742288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -742301.750000 Penalty: 4233.668945
	Iteration 64Q: 3 clusters Score -742301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -742311.625000 Penalty: 4233.668945
	Iteration 65Q: 3 clusters Score -742311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -742321.187500 Penalty: 4233.668945
	Iteration 66Q: 3 clusters Score -742321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -742330.687500 Penalty: 4233.668945
	Iteration 67Q: 3 clusters Score -742330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -742346.375000 Penalty: 4233.668945
	Iteration 68Q: 3 clusters Score -742346.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -742357.750000 Penalty: 4233.668945
	Iteration 69Q: 3 clusters Score -742357.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -742370.125000 Penalty: 4233.668945
	Iteration 70Q: 3 clusters Score -742370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -742383.125000 Penalty: 4233.668945
	Iteration 71Q: 3 clusters Score -742383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -742391.812500 Penalty: 4233.668945
	Iteration 72Q: 3 clusters Score -742391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -742398.125000 Penalty: 4233.668945
	Iteration 73Q: 3 clusters Score -742398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -742405.625000 Penalty: 4233.668945
	Iteration 74Q: 3 clusters Score -742405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -742408.125000 Penalty: 4233.668945
	Iteration 75Q: 3 clusters Score -742408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -742408.687500 Penalty: 4233.668945
	Iteration 76Q: 3 clusters Score -742408.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -742408.250000 Penalty: 4233.668945
	Iteration 77Q: 3 clusters Score -742408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -742407.875000 Penalty: 4233.668945
	Iteration 78Q: 3 clusters Score -742407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -742411.062500 Penalty: 4233.668945
	Iteration 79Q: 3 clusters Score -742411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -742414.187500 Penalty: 4233.668945
	Iteration 80F: 3 clusters Score -742414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -742416.875000 Penalty: 4233.668945
	Iteration 81Q: 3 clusters Score -742416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -742416.187500 Penalty: 4233.668945
	Iteration 82Q: 3 clusters Score -742416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -742416.187500 Penalty: 4233.668945
	Iteration 83F: 3 clusters Score -742416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Entering Unmasked Estep 
Score: -1740147.500000 Penalty: 2319.965576
	Iteration 0F: 2 clusters Score -1740148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1731563.875000 Penalty: 4639.931152
	Iteration 0F: 3 clusters Score -1731564 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1734127.625000 Penalty: 4639.931152
	Iteration 1F: 3 clusters Score -1734128 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1734424.375000 Penalty: 4639.931152
	Iteration 2F: 3 clusters Score -1734424 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1734697.125000 Penalty: 4639.931152
	Iteration 3Q: 3 clusters Score -1734697 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1734944.250000 Penalty: 4639.931152
	Iteration 4Q: 3 clusters Score -1734944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1735200.500000 Penalty: 4639.931152
	Iteration 5Q: 3 clusters Score -1735200 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1735468.125000 Penalty: 4639.931152
	Iteration 6Q: 3 clusters Score -1735468 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1735769.625000 Penalty: 4639.931152
	Iteration 7Q: 3 clusters Score -1735770 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1736067.875000 Penalty: 4639.931152
	Iteration 8Q: 3 clusters Score -1736068 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1736357.750000 Penalty: 4639.931152
	Iteration 9Q: 3 clusters Score -1736358 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1736636.000000 Penalty: 4639.931152
	Iteration 10Q: 3 clusters Score -1736636 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1736908.875000 Penalty: 4639.931152
	Iteration 11Q: 3 clusters Score -1736909 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1737147.250000 Penalty: 4639.931152
	Iteration 12Q: 3 clusters Score -1737147 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1737349.000000 Penalty: 4639.931152
	Iteration 13Q: 3 clusters Score -1737349 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1737511.375000 Penalty: 4639.931152
	Iteration 14Q: 3 clusters Score -1737511 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1737615.000000 Penalty: 4639.931152
	Iteration 15Q: 3 clusters Score -1737615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1737686.500000 Penalty: 4639.931152
	Iteration 16Q: 3 clusters Score -1737686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1737745.000000 Penalty: 4639.931152
	Iteration 17Q: 3 clusters Score -1737745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1737796.250000 Penalty: 4639.931152
	Iteration 18Q: 3 clusters Score -1737796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1737849.375000 Penalty: 4639.931152
	Iteration 19Q: 3 clusters Score -1737849 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1737905.875000 Penalty: 4639.931152
	Iteration 20F: 3 clusters Score -1737906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1737948.250000 Penalty: 4639.931152
	Iteration 21Q: 3 clusters Score -1737948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1737975.500000 Penalty: 4639.931152
	Iteration 22Q: 3 clusters Score -1737976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1737998.875000 Penalty: 4639.931152
	Iteration 23Q: 3 clusters Score -1737999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1738017.875000 Penalty: 4639.931152
	Iteration 24Q: 3 clusters Score -1738018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1738036.000000 Penalty: 4639.931152
	Iteration 25Q: 3 clusters Score -1738036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1738046.000000 Penalty: 4639.931152
	Iteration 26Q: 3 clusters Score -1738046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1738054.000000 Penalty: 4639.931152
	Iteration 27Q: 3 clusters Score -1738054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1738057.875000 Penalty: 4639.931152
	Iteration 28Q: 3 clusters Score -1738058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1738060.500000 Penalty: 4639.931152
	Iteration 29Q: 3 clusters Score -1738060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1738062.750000 Penalty: 4639.931152
	Iteration 30Q: 3 clusters Score -1738063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1738062.750000 Penalty: 4639.931152
	Iteration 31F: 3 clusters Score -1738063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -348931.250000 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -348931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -346084.562500 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -346084.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -346627.468750 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -346627.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -346763.187500 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -346763.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -346826.781250 Penalty: 3844.945068
	Iteration 3Q: 3 clusters Score -346826.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -346857.031250 Penalty: 3844.945068
	Iteration 4Q: 3 clusters Score -346857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -346879.218750 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -346879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346899.093750 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -346899.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -346918.875000 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -346918.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -346933.000000 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -346933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -346943.250000 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -346943.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -346957.843750 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -346957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -346965.187500 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -346965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -346970.843750 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -346970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -346972.625000 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -346972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -346976.593750 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -346976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -346976.968750 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -346977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -346979.187500 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -346979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -346979.187500 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -346979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -346979.625000 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -346979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -346981.218750 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -346981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -346982.781250 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -346982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346985.343750 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -346985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -346986.687500 Penalty: 3844.945068
	Iteration 22Q: 3 clusters Score -346986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -346988.093750 Penalty: 3844.945068
	Iteration 23Q: 3 clusters Score -346988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346990.531250 Penalty: 3844.945068
	Iteration 24Q: 3 clusters Score -346990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346992.062500 Penalty: 3844.945068
	Iteration 25Q: 3 clusters Score -346992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346992.062500 Penalty: 3844.945068
	Iteration 26F: 3 clusters Score -346992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Entering Unmasked Estep 
Score: -5734452.000000 Penalty: 2613.351318
	Iteration 0F: 2 clusters Score -5734452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -5708961.500000 Penalty: 5226.702637
	Iteration 0F: 3 clusters Score -5708962 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5718607.000000 Penalty: 5226.702637
	Iteration 1F: 3 clusters Score -5718607 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -5719274.000000 Penalty: 5226.702637
	Iteration 2Q: 3 clusters Score -5719274 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5720052.000000 Penalty: 5226.702637
	Iteration 3Q: 3 clusters Score -5720052 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -5720953.500000 Penalty: 5226.702637
	Iteration 4Q: 3 clusters Score -5720954 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -5722109.500000 Penalty: 5226.702637
	Iteration 5F: 3 clusters Score -5722110 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5723468.500000 Penalty: 5226.702637
	Iteration 6F: 3 clusters Score -5723468 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5724962.000000 Penalty: 5226.702637
	Iteration 7F: 3 clusters Score -5724962 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -5726457.000000 Penalty: 5226.702637
	Iteration 8F: 3 clusters Score -5726457 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5727619.500000 Penalty: 5226.702637
	Iteration 9Q: 3 clusters Score -5727620 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -5728339.500000 Penalty: 5226.702637
	Iteration 10Q: 3 clusters Score -5728340 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5728809.000000 Penalty: 5226.702637
	Iteration 11Q: 3 clusters Score -5728809 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5729058.500000 Penalty: 5226.702637
	Iteration 12Q: 3 clusters Score -5729058 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5729238.500000 Penalty: 5226.702637
	Iteration 13Q: 3 clusters Score -5729238 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5729353.500000 Penalty: 5226.702637
	Iteration 14Q: 3 clusters Score -5729354 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -5729459.000000 Penalty: 5226.702637
	Iteration 15Q: 3 clusters Score -5729459 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -5729530.000000 Penalty: 5226.702637
	Iteration 16Q: 3 clusters Score -5729530 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -5729642.000000 Penalty: 5226.702637
	Iteration 17Q: 3 clusters Score -5729642 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -5729746.500000 Penalty: 5226.702637
	Iteration 18Q: 3 clusters Score -5729746 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -5729832.500000 Penalty: 5226.702637
	Iteration 19Q: 3 clusters Score -5729832 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -5729906.500000 Penalty: 5226.702637
	Iteration 20F: 3 clusters Score -5729906 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -5729969.500000 Penalty: 5226.702637
	Iteration 21Q: 3 clusters Score -5729970 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5730023.500000 Penalty: 5226.702637
	Iteration 22Q: 3 clusters Score -5730024 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -5730089.000000 Penalty: 5226.702637
	Iteration 23Q: 3 clusters Score -5730089 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -5730143.000000 Penalty: 5226.702637
	Iteration 24Q: 3 clusters Score -5730143 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5730216.500000 Penalty: 5226.702637
	Iteration 25Q: 3 clusters Score -5730216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5730265.000000 Penalty: 5226.702637
	Iteration 26Q: 3 clusters Score -5730265 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5730315.000000 Penalty: 5226.702637
	Iteration 27Q: 3 clusters Score -5730315 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -5730365.500000 Penalty: 5226.702637
	Iteration 28Q: 3 clusters Score -5730366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5730434.000000 Penalty: 5226.702637
	Iteration 29Q: 3 clusters Score -5730434 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5730525.000000 Penalty: 5226.702637
	Iteration 30Q: 3 clusters Score -5730525 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -5730636.000000 Penalty: 5226.702637
	Iteration 31Q: 3 clusters Score -5730636 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -5730746.000000 Penalty: 5226.702637
	Iteration 32Q: 3 clusters Score -5730746 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5730831.500000 Penalty: 5226.702637
	Iteration 33Q: 3 clusters Score -5730832 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5730950.000000 Penalty: 5226.702637
	Iteration 34Q: 3 clusters Score -5730950 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -5731014.000000 Penalty: 5226.702637
	Iteration 35Q: 3 clusters Score -5731014 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5731097.500000 Penalty: 5226.702637
	Iteration 36Q: 3 clusters Score -5731098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5731156.500000 Penalty: 5226.702637
	Iteration 37Q: 3 clusters Score -5731156 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5731223.500000 Penalty: 5226.702637
	Iteration 38Q: 3 clusters Score -5731224 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5731350.000000 Penalty: 5226.702637
	Iteration 39Q: 3 clusters Score -5731350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5731442.000000 Penalty: 5226.702637
	Iteration 40F: 3 clusters Score -5731442 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5731516.000000 Penalty: 5226.702637
	Iteration 41Q: 3 clusters Score -5731516 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5731628.500000 Penalty: 5226.702637
	Iteration 42Q: 3 clusters Score -5731628 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5731743.500000 Penalty: 5226.702637
	Iteration 43Q: 3 clusters Score -5731744 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5731880.500000 Penalty: 5226.702637
	Iteration 44Q: 3 clusters Score -5731880 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5731993.500000 Penalty: 5226.702637
	Iteration 45Q: 3 clusters Score -5731994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5732118.500000 Penalty: 5226.702637
	Iteration 46Q: 3 clusters Score -5732118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5732224.000000 Penalty: 5226.702637
	Iteration 47Q: 3 clusters Score -5732224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5732326.500000 Penalty: 5226.702637
	Iteration 48Q: 3 clusters Score -5732326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5732381.500000 Penalty: 5226.702637
	Iteration 49Q: 3 clusters Score -5732382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5732440.000000 Penalty: 5226.702637
	Iteration 50Q: 3 clusters Score -5732440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5732473.000000 Penalty: 5226.702637
	Iteration 51Q: 3 clusters Score -5732473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5732494.500000 Penalty: 5226.702637
	Iteration 52Q: 3 clusters Score -5732494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5732531.000000 Penalty: 5226.702637
	Iteration 53Q: 3 clusters Score -5732531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5732542.000000 Penalty: 5226.702637
	Iteration 54Q: 3 clusters Score -5732542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5732556.000000 Penalty: 5226.702637
	Iteration 55Q: 3 clusters Score -5732556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5732562.500000 Penalty: 5226.702637
	Iteration 56Q: 3 clusters Score -5732562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5732586.500000 Penalty: 5226.702637
	Iteration 57Q: 3 clusters Score -5732586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5732591.000000 Penalty: 5226.702637
	Iteration 58Q: 3 clusters Score -5732591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5732604.000000 Penalty: 5226.702637
	Iteration 59Q: 3 clusters Score -5732604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5732607.000000 Penalty: 5226.702637
	Iteration 60F: 3 clusters Score -5732607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5732607.500000 Penalty: 5226.702637
	Iteration 61Q: 3 clusters Score -5732608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5732607.500000 Penalty: 5226.702637
	Iteration 62F: 3 clusters Score -5732608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -270824.031250 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -270824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -268299.875000 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -268299.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268746.156250 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -268746.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -268881.218750 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -268881.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -268953.031250 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -268953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -269006.687500 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -269006.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -269076.937500 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -269076.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -269147.937500 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -269147.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -269225.812500 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -269225.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -269323.687500 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -269323.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -269409.593750 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -269409.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269488.218750 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -269488.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -269567.375000 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -269567.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -269632.593750 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -269632.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -269669.687500 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -269669.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -269692.125000 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -269692.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -269719.062500 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -269719.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -269756.031250 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -269756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -269787.750000 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -269787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -269813.937500 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -269813.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -269853.718750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -269853.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -269904.468750 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -269904.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -269947.156250 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -269947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -269973.468750 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -269973.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -269996.562500 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -269996.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -270012.843750 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -270012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -270018.593750 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -270018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -270023.750000 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -270023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -270029.843750 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -270029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -270034.031250 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -270034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -270036.968750 Penalty: 3737.242432
	Iteration 29Q: 3 clusters Score -270037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -270038.531250 Penalty: 3737.242432
	Iteration 30Q: 3 clusters Score -270038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -270040.062500 Penalty: 3737.242432
	Iteration 31Q: 3 clusters Score -270040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -270040.062500 Penalty: 3737.242432
	Iteration 32F: 3 clusters Score -270040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Entering Unmasked Estep 
Score: -16619237.000000 Penalty: 2874.890625
	Iteration 0F: 2 clusters Score -1.661924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -16547001.000000 Penalty: 5749.781250
	Iteration 0F: 3 clusters Score -1.6547e+07 nChanged 51570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -16576652.000000 Penalty: 5749.781250
	Iteration 1F: 3 clusters Score -1.657665e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -16577673.000000 Penalty: 5749.781250
	Iteration 2Q: 3 clusters Score -1.657767e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -16578985.000000 Penalty: 5749.781250
	Iteration 3Q: 3 clusters Score -1.657898e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -16580671.000000 Penalty: 5749.781250
	Iteration 4Q: 3 clusters Score -1.658067e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -16582969.000000 Penalty: 5749.781250
	Iteration 5Q: 3 clusters Score -1.658297e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -16586196.000000 Penalty: 5749.781250
	Iteration 6F: 3 clusters Score -1.65862e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -16590551.000000 Penalty: 5749.781250
	Iteration 7F: 3 clusters Score -1.659055e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -16595790.000000 Penalty: 5749.781250
	Iteration 8F: 3 clusters Score -1.659579e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -16600856.000000 Penalty: 5749.781250
	Iteration 9F: 3 clusters Score -1.660086e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -16604846.000000 Penalty: 5749.781250
	Iteration 10F: 3 clusters Score -1.660485e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -16607385.000000 Penalty: 5749.781250
	Iteration 11Q: 3 clusters Score -1.660738e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -16608901.000000 Penalty: 5749.781250
	Iteration 12Q: 3 clusters Score -1.66089e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -16609858.000000 Penalty: 5749.781250
	Iteration 13Q: 3 clusters Score -1.660986e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -16610583.000000 Penalty: 5749.781250
	Iteration 14Q: 3 clusters Score -1.661058e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -16611176.000000 Penalty: 5749.781250
	Iteration 15Q: 3 clusters Score -1.661118e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -16611755.000000 Penalty: 5749.781250
	Iteration 16Q: 3 clusters Score -1.661176e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -16612441.000000 Penalty: 5749.781250
	Iteration 17Q: 3 clusters Score -1.661244e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -16613060.000000 Penalty: 5749.781250
	Iteration 18Q: 3 clusters Score -1.661306e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -16613726.000000 Penalty: 5749.781250
	Iteration 19Q: 3 clusters Score -1.661373e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -16614280.000000 Penalty: 5749.781250
	Iteration 20F: 3 clusters Score -1.661428e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -16614784.000000 Penalty: 5749.781250
	Iteration 21Q: 3 clusters Score -1.661478e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -16615193.000000 Penalty: 5749.781250
	Iteration 22Q: 3 clusters Score -1.661519e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -16615589.000000 Penalty: 5749.781250
	Iteration 23Q: 3 clusters Score -1.661559e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -16615816.000000 Penalty: 5749.781250
	Iteration 24Q: 3 clusters Score -1.661582e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -16615958.000000 Penalty: 5749.781250
	Iteration 25Q: 3 clusters Score -1.661596e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 102600 members 
Entering Unmasked Estep 
Score: -16616080.000000 Penalty: 5749.781250
	Iteration 26Q: 3 clusters Score -1.661608e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -16616184.000000 Penalty: 5749.781250
	Iteration 27Q: 3 clusters Score -1.661618e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -16616301.000000 Penalty: 5749.781250
	Iteration 28Q: 3 clusters Score -1.66163e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -16616344.000000 Penalty: 5749.781250
	Iteration 29Q: 3 clusters Score -1.661634e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -16616397.000000 Penalty: 5749.781250
	Iteration 30Q: 3 clusters Score -1.66164e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -16616467.000000 Penalty: 5749.781250
	Iteration 31Q: 3 clusters Score -1.661647e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -16616550.000000 Penalty: 5749.781250
	Iteration 32Q: 3 clusters Score -1.661655e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -16616580.000000 Penalty: 5749.781250
	Iteration 33Q: 3 clusters Score -1.661658e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -16616622.000000 Penalty: 5749.781250
	Iteration 34Q: 3 clusters Score -1.661662e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -16616645.000000 Penalty: 5749.781250
	Iteration 35Q: 3 clusters Score -1.661664e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -16616678.000000 Penalty: 5749.781250
	Iteration 36Q: 3 clusters Score -1.661668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -16616730.000000 Penalty: 5749.781250
	Iteration 37Q: 3 clusters Score -1.661673e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -16616708.000000 Penalty: 5749.781250
	Iteration 38Q: 3 clusters Score -1.661671e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -16616718.000000 Penalty: 5749.781250
	Iteration 39Q: 3 clusters Score -1.661672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 105075 members 
Entering Unmasked Estep 
Score: -16616702.000000 Penalty: 5749.781250
	Iteration 40F: 3 clusters Score -1.66167e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -16616712.000000 Penalty: 5749.781250
	Iteration 41Q: 3 clusters Score -1.661671e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -16616735.000000 Penalty: 5749.781250
	Iteration 42Q: 3 clusters Score -1.661674e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -16616766.000000 Penalty: 5749.781250
	Iteration 43Q: 3 clusters Score -1.661677e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -16616770.000000 Penalty: 5749.781250
	Iteration 44Q: 3 clusters Score -1.661677e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -16616780.000000 Penalty: 5749.781250
	Iteration 45Q: 3 clusters Score -1.661678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -16616812.000000 Penalty: 5749.781250
	Iteration 46Q: 3 clusters Score -1.661681e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -16616823.000000 Penalty: 5749.781250
	Iteration 47Q: 3 clusters Score -1.661682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -16616838.000000 Penalty: 5749.781250
	Iteration 48Q: 3 clusters Score -1.661684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -16616843.000000 Penalty: 5749.781250
	Iteration 49Q: 3 clusters Score -1.661684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -16616862.000000 Penalty: 5749.781250
	Iteration 50Q: 3 clusters Score -1.661686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -16616858.000000 Penalty: 5749.781250
	Iteration 51Q: 3 clusters Score -1.661686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -16616876.000000 Penalty: 5749.781250
	Iteration 52Q: 3 clusters Score -1.661688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -16616895.000000 Penalty: 5749.781250
	Iteration 53Q: 3 clusters Score -1.66169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -16616892.000000 Penalty: 5749.781250
	Iteration 54Q: 3 clusters Score -1.661689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -16616892.000000 Penalty: 5749.781250
	Iteration 55Q: 3 clusters Score -1.661689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -16616897.000000 Penalty: 5749.781250
	Iteration 56Q: 3 clusters Score -1.66169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -16616899.000000 Penalty: 5749.781250
	Iteration 57Q: 3 clusters Score -1.66169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -16616894.000000 Penalty: 5749.781250
	Iteration 58Q: 3 clusters Score -1.661689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -16616895.000000 Penalty: 5749.781250
	Iteration 59Q: 3 clusters Score -1.66169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -16616905.000000 Penalty: 5749.781250
	Iteration 60F: 3 clusters Score -1.66169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -16616901.000000 Penalty: 5749.781250
	Iteration 61Q: 3 clusters Score -1.66169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 105918 members 
Entering Unmasked Estep 
Score: -16616905.000000 Penalty: 5749.781250
	Iteration 62Q: 3 clusters Score -1.66169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -16616895.000000 Penalty: 5749.781250
	Iteration 63Q: 3 clusters Score -1.66169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -16616893.000000 Penalty: 5749.781250
	Iteration 64Q: 3 clusters Score -1.661689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -16616907.000000 Penalty: 5749.781250
	Iteration 65Q: 3 clusters Score -1.661691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -16616899.000000 Penalty: 5749.781250
	Iteration 66Q: 3 clusters Score -1.66169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 105969 members 
Entering Unmasked Estep 
Score: -16616910.000000 Penalty: 5749.781250
	Iteration 67Q: 3 clusters Score -1.661691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -16616923.000000 Penalty: 5749.781250
	Iteration 68Q: 3 clusters Score -1.661692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -16616909.000000 Penalty: 5749.781250
	Iteration 69Q: 3 clusters Score -1.661691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -16616900.000000 Penalty: 5749.781250
	Iteration 70Q: 3 clusters Score -1.66169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -16616913.000000 Penalty: 5749.781250
	Iteration 71Q: 3 clusters Score -1.661691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -16616920.000000 Penalty: 5749.781250
	Iteration 72Q: 3 clusters Score -1.661692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -16616909.000000 Penalty: 5749.781250
	Iteration 73Q: 3 clusters Score -1.661691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -16616908.000000 Penalty: 5749.781250
	Iteration 74Q: 3 clusters Score -1.661691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 106011 members 
Entering Unmasked Estep 
Score: -16616908.000000 Penalty: 5749.781250
	Iteration 75Q: 3 clusters Score -1.661691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -16616912.000000 Penalty: 5749.781250
	Iteration 76Q: 3 clusters Score -1.661691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -16616920.000000 Penalty: 5749.781250
	Iteration 77Q: 3 clusters Score -1.661692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -16616929.000000 Penalty: 5749.781250
	Iteration 78Q: 3 clusters Score -1.661693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -16616919.000000 Penalty: 5749.781250
	Iteration 79Q: 3 clusters Score -1.661692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -16616921.000000 Penalty: 5749.781250
	Iteration 80F: 3 clusters Score -1.661692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -16616921.000000 Penalty: 5749.781250
	Iteration 81Q: 3 clusters Score -1.661692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -16616929.000000 Penalty: 5749.781250
	Iteration 82Q: 3 clusters Score -1.661693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -16616929.000000 Penalty: 5749.781250
	Iteration 83F: 3 clusters Score -1.661693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -261308.500000 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -261308.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -258783.546875 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -258783.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259327.375000 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -259327.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259607.343750 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -259607.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -259810.546875 Penalty: 3734.052490
	Iteration 3F: 3 clusters Score -259810.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -259963.421875 Penalty: 3734.052490
	Iteration 4F: 3 clusters Score -259963.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -260088.937500 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -260088.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -260175.390625 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -260175.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -260283.515625 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -260283.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -260404.296875 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -260404.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -260475.312500 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -260475.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -260549.000000 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -260549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -260626.546875 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -260626.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -260679.093750 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -260679.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -260711.750000 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -260711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -260740.421875 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -260740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -260754.250000 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -260754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -260763.812500 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -260763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -260770.875000 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -260770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260776.781250 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -260776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -260784.421875 Penalty: 3734.052490
	Iteration 19Q: 3 clusters Score -260784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260795.515625 Penalty: 3734.052490
	Iteration 20F: 3 clusters Score -260795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260800.968750 Penalty: 3734.052490
	Iteration 21Q: 3 clusters Score -260801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260802.437500 Penalty: 3734.052490
	Iteration 22Q: 3 clusters Score -260802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260802.437500 Penalty: 3734.052490
	Iteration 23F: 3 clusters Score -260802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -73528.734375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -73528.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72005.734375 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -72005.73 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72159.601562 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -72159.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72271.640625 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -72271.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72329.820312 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -72329.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72367.578125 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -72367.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72395.343750 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -72395.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72413.882812 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -72413.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72431.117188 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -72431.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72453.976562 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -72453.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72458.921875 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -72458.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72462.156250 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -72462.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72470.406250 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -72470.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72480.757812 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -72480.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72496.007812 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -72496.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72507.773438 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -72507.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72511.515625 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -72511.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72516.015625 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -72516.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72519.093750 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -72519.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72519.093750 Penalty: 3126.099121
	Iteration 18F: 3 clusters Score -72519.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -347043.468750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -347043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -344203.406250 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -344203.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -344906.625000 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -344906.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -345359.250000 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -345359.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -345846.312500 Penalty: 3857.992920
	Iteration 3F: 3 clusters Score -345846.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346214.718750 Penalty: 3857.992920
	Iteration 4F: 3 clusters Score -346214.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346422.687500 Penalty: 3857.992920
	Iteration 5F: 3 clusters Score -346422.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -346543.343750 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -346543.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -346630.375000 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -346630.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346711.312500 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -346711.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -346786.156250 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -346786.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -346812.968750 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -346813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -346825.968750 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -346826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -346830.531250 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -346830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -346832.343750 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -346832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -346832.062500 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -346832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -346832.062500 Penalty: 3857.992920
	Iteration 15F: 3 clusters Score -346832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -157372.203125 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -157372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155347.046875 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -155347 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155673.156250 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -155673.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155793.734375 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -155793.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155859.250000 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -155859.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -155908.093750 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -155908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155936.718750 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -155936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155958.421875 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -155958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155970.359375 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -155970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155987.234375 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -155987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -156004.906250 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -156004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156018.750000 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -156018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -156039.484375 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -156039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -156061.453125 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -156061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156083.609375 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -156083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -156104.890625 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -156104.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156129.500000 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -156129.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -156159.765625 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -156159.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -156208.046875 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -156208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -156258.156250 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -156258.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -156285.906250 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -156285.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156308.671875 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -156308.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156323.328125 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -156323.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156355.265625 Penalty: 3485.548096
	Iteration 22Q: 3 clusters Score -156355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156378.078125 Penalty: 3485.548096
	Iteration 23Q: 3 clusters Score -156378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156404.031250 Penalty: 3485.548096
	Iteration 24Q: 3 clusters Score -156404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156427.515625 Penalty: 3485.548096
	Iteration 25Q: 3 clusters Score -156427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156442.937500 Penalty: 3485.548096
	Iteration 26Q: 3 clusters Score -156442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156457.453125 Penalty: 3485.548096
	Iteration 27Q: 3 clusters Score -156457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156466.734375 Penalty: 3485.548096
	Iteration 28Q: 3 clusters Score -156466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156473.718750 Penalty: 3485.548096
	Iteration 29Q: 3 clusters Score -156473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -156478.265625 Penalty: 3485.548096
	Iteration 30Q: 3 clusters Score -156478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156483.343750 Penalty: 3485.548096
	Iteration 31Q: 3 clusters Score -156483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156493.156250 Penalty: 3485.548096
	Iteration 32Q: 3 clusters Score -156493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156510.812500 Penalty: 3485.548096
	Iteration 33Q: 3 clusters Score -156510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156526.921875 Penalty: 3485.548096
	Iteration 34Q: 3 clusters Score -156526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156550.812500 Penalty: 3485.548096
	Iteration 35Q: 3 clusters Score -156550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156558.156250 Penalty: 3485.548096
	Iteration 36Q: 3 clusters Score -156558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156567.750000 Penalty: 3485.548096
	Iteration 37Q: 3 clusters Score -156567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156581.265625 Penalty: 3485.548096
	Iteration 38Q: 3 clusters Score -156581.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156593.296875 Penalty: 3485.548096
	Iteration 39Q: 3 clusters Score -156593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156599.234375 Penalty: 3485.548096
	Iteration 40F: 3 clusters Score -156599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156603.812500 Penalty: 3485.548096
	Iteration 41Q: 3 clusters Score -156603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156614.875000 Penalty: 3485.548096
	Iteration 42Q: 3 clusters Score -156614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156630.390625 Penalty: 3485.548096
	Iteration 43Q: 3 clusters Score -156630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156645.406250 Penalty: 3485.548096
	Iteration 44Q: 3 clusters Score -156645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156661.500000 Penalty: 3485.548096
	Iteration 45Q: 3 clusters Score -156661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156679.421875 Penalty: 3485.548096
	Iteration 46Q: 3 clusters Score -156679.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156714.562500 Penalty: 3485.548096
	Iteration 47Q: 3 clusters Score -156714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156735.312500 Penalty: 3485.548096
	Iteration 48Q: 3 clusters Score -156735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156741.546875 Penalty: 3485.548096
	Iteration 49Q: 3 clusters Score -156741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156752.828125 Penalty: 3485.548096
	Iteration 50Q: 3 clusters Score -156752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156767.375000 Penalty: 3485.548096
	Iteration 51Q: 3 clusters Score -156767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156783.296875 Penalty: 3485.548096
	Iteration 52Q: 3 clusters Score -156783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156792.656250 Penalty: 3485.548096
	Iteration 53Q: 3 clusters Score -156792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -156794.484375 Penalty: 3485.548096
	Iteration 54Q: 3 clusters Score -156794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156795.921875 Penalty: 3485.548096
	Iteration 55Q: 3 clusters Score -156795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156796.843750 Penalty: 3485.548096
	Iteration 56Q: 3 clusters Score -156796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156796.843750 Penalty: 3485.548096
	Iteration 57F: 3 clusters Score -156796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Entering Unmasked Estep 
Score: -6787658.000000 Penalty: 2653.041016
	Iteration 0F: 2 clusters Score -6787658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -6757826.500000 Penalty: 5306.082031
	Iteration 0F: 3 clusters Score -6757826 nChanged 20348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -6768972.000000 Penalty: 5306.082031
	Iteration 1F: 3 clusters Score -6768972 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6769480.500000 Penalty: 5306.082031
	Iteration 2Q: 3 clusters Score -6769480 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -6769942.500000 Penalty: 5306.082031
	Iteration 3Q: 3 clusters Score -6769942 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6770460.000000 Penalty: 5306.082031
	Iteration 4Q: 3 clusters Score -6770460 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6771141.500000 Penalty: 5306.082031
	Iteration 5Q: 3 clusters Score -6771142 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -6772038.500000 Penalty: 5306.082031
	Iteration 6Q: 3 clusters Score -6772038 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -6773358.500000 Penalty: 5306.082031
	Iteration 7F: 3 clusters Score -6773358 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6775350.000000 Penalty: 5306.082031
	Iteration 8F: 3 clusters Score -6775350 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -6777876.000000 Penalty: 5306.082031
	Iteration 9F: 3 clusters Score -6777876 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -6780519.500000 Penalty: 5306.082031
	Iteration 10F: 3 clusters Score -6780520 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -6782675.000000 Penalty: 5306.082031
	Iteration 11F: 3 clusters Score -6782675 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -6783990.000000 Penalty: 5306.082031
	Iteration 12Q: 3 clusters Score -6783990 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -6784670.500000 Penalty: 5306.082031
	Iteration 13Q: 3 clusters Score -6784670 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6784990.000000 Penalty: 5306.082031
	Iteration 14Q: 3 clusters Score -6784990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -6785149.000000 Penalty: 5306.082031
	Iteration 15Q: 3 clusters Score -6785149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -6785240.000000 Penalty: 5306.082031
	Iteration 16Q: 3 clusters Score -6785240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6785280.500000 Penalty: 5306.082031
	Iteration 17Q: 3 clusters Score -6785280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6785303.000000 Penalty: 5306.082031
	Iteration 18Q: 3 clusters Score -6785303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -6785318.500000 Penalty: 5306.082031
	Iteration 19Q: 3 clusters Score -6785318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -6785337.500000 Penalty: 5306.082031
	Iteration 20F: 3 clusters Score -6785338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -6785346.000000 Penalty: 5306.082031
	Iteration 21Q: 3 clusters Score -6785346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6785349.500000 Penalty: 5306.082031
	Iteration 22Q: 3 clusters Score -6785350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -6785351.000000 Penalty: 5306.082031
	Iteration 23Q: 3 clusters Score -6785351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -6785352.500000 Penalty: 5306.082031
	Iteration 24Q: 3 clusters Score -6785352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -6785353.500000 Penalty: 5306.082031
	Iteration 25Q: 3 clusters Score -6785354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6785355.500000 Penalty: 5306.082031
	Iteration 26Q: 3 clusters Score -6785356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -6785357.000000 Penalty: 5306.082031
	Iteration 27Q: 3 clusters Score -6785357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6785362.000000 Penalty: 5306.082031
	Iteration 28Q: 3 clusters Score -6785362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6785366.500000 Penalty: 5306.082031
	Iteration 29Q: 3 clusters Score -6785366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -6785363.000000 Penalty: 5306.082031
	Iteration 30Q: 3 clusters Score -6785363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -6785363.000000 Penalty: 5306.082031
	Iteration 31F: 3 clusters Score -6785363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -290818.312500 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -290818.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -288220.656250 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -288220.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -288728.250000 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -288728.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -288857.437500 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -288857.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -288921.281250 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -288921.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -288966.062500 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -288966.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -289005.812500 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -289005.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -289039.875000 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -289039.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -289069.031250 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -289069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -289096.281250 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -289096.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -289132.968750 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -289133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -289167.625000 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -289167.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -289193.343750 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -289193.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -289211.687500 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -289211.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -289222.781250 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -289222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -289230.156250 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -289230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -289234.843750 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -289234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -289238.375000 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -289238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289241.062500 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -289241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -289243.750000 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -289243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -289248.843750 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -289248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -289252.875000 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -289252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -289255.375000 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -289255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -289257.687500 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -289257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -289260.687500 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -289260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -289265.093750 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -289265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -289269.906250 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -289269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -289272.531250 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -289272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -289274.156250 Penalty: 3763.808594
	Iteration 27Q: 3 clusters Score -289274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -289275.343750 Penalty: 3763.808594
	Iteration 28Q: 3 clusters Score -289275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -289278.875000 Penalty: 3763.808594
	Iteration 29Q: 3 clusters Score -289278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -289279.843750 Penalty: 3763.808594
	Iteration 30Q: 3 clusters Score -289279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -289280.687500 Penalty: 3763.808594
	Iteration 31Q: 3 clusters Score -289280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -289280.687500 Penalty: 3763.808594
	Iteration 32F: 3 clusters Score -289280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1440632.000000 Penalty: 2266.300293
	Iteration 0F: 2 clusters Score -1440632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1433381.250000 Penalty: 4532.600586
	Iteration 0F: 3 clusters Score -1433381 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1435391.250000 Penalty: 4532.600586
	Iteration 1F: 3 clusters Score -1435391 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1435667.125000 Penalty: 4532.600586
	Iteration 2F: 3 clusters Score -1435667 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1435850.125000 Penalty: 4532.600586
	Iteration 3Q: 3 clusters Score -1435850 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1436008.625000 Penalty: 4532.600586
	Iteration 4Q: 3 clusters Score -1436009 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1436151.625000 Penalty: 4532.600586
	Iteration 5Q: 3 clusters Score -1436152 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1436283.125000 Penalty: 4532.600586
	Iteration 6Q: 3 clusters Score -1436283 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1436423.750000 Penalty: 4532.600586
	Iteration 7Q: 3 clusters Score -1436424 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1436605.250000 Penalty: 4532.600586
	Iteration 8Q: 3 clusters Score -1436605 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1436829.250000 Penalty: 4532.600586
	Iteration 9Q: 3 clusters Score -1436829 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1437086.500000 Penalty: 4532.600586
	Iteration 10Q: 3 clusters Score -1437086 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1437373.250000 Penalty: 4532.600586
	Iteration 11Q: 3 clusters Score -1437373 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1437705.375000 Penalty: 4532.600586
	Iteration 12Q: 3 clusters Score -1437705 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1438010.375000 Penalty: 4532.600586
	Iteration 13Q: 3 clusters Score -1438010 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1438224.125000 Penalty: 4532.600586
	Iteration 14Q: 3 clusters Score -1438224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1438382.625000 Penalty: 4532.600586
	Iteration 15Q: 3 clusters Score -1438383 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1438503.500000 Penalty: 4532.600586
	Iteration 16Q: 3 clusters Score -1438504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1438590.000000 Penalty: 4532.600586
	Iteration 17Q: 3 clusters Score -1438590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1438637.375000 Penalty: 4532.600586
	Iteration 18Q: 3 clusters Score -1438637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1438678.750000 Penalty: 4532.600586
	Iteration 19Q: 3 clusters Score -1438679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1438722.500000 Penalty: 4532.600586
	Iteration 20F: 3 clusters Score -1438722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1438744.000000 Penalty: 4532.600586
	Iteration 21Q: 3 clusters Score -1438744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1438772.125000 Penalty: 4532.600586
	Iteration 22Q: 3 clusters Score -1438772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1438783.375000 Penalty: 4532.600586
	Iteration 23Q: 3 clusters Score -1438783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1438796.500000 Penalty: 4532.600586
	Iteration 24Q: 3 clusters Score -1438796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1438806.500000 Penalty: 4532.600586
	Iteration 25Q: 3 clusters Score -1438806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1438813.250000 Penalty: 4532.600586
	Iteration 26Q: 3 clusters Score -1438813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1438816.750000 Penalty: 4532.600586
	Iteration 27Q: 3 clusters Score -1438817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1438817.875000 Penalty: 4532.600586
	Iteration 28Q: 3 clusters Score -1438818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1438819.000000 Penalty: 4532.600586
	Iteration 29Q: 3 clusters Score -1438819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1438819.250000 Penalty: 4532.600586
	Iteration 30Q: 3 clusters Score -1438819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1438821.625000 Penalty: 4532.600586
	Iteration 31Q: 3 clusters Score -1438822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1438823.375000 Penalty: 4532.600586
	Iteration 32Q: 3 clusters Score -1438823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1438823.375000 Penalty: 4532.600586
	Iteration 33F: 3 clusters Score -1438823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -211584.968750 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -211585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209374.875000 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -209374.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209801.281250 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -209801.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209969.281250 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -209969.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210111.531250 Penalty: 3620.028809
	Iteration 3F: 3 clusters Score -210111.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210272.687500 Penalty: 3620.028809
	Iteration 4F: 3 clusters Score -210272.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -210385.593750 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -210385.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -210472.890625 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -210472.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -210534.109375 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -210534.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -210571.640625 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -210571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -210599.593750 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -210599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -210616.203125 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -210616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -210635.000000 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -210635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -210641.906250 Penalty: 3620.028809
	Iteration 12Q: 3 clusters Score -210641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210648.421875 Penalty: 3620.028809
	Iteration 13Q: 3 clusters Score -210648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210654.953125 Penalty: 3620.028809
	Iteration 14Q: 3 clusters Score -210655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210658.921875 Penalty: 3620.028809
	Iteration 15Q: 3 clusters Score -210658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -210662.843750 Penalty: 3620.028809
	Iteration 16Q: 3 clusters Score -210662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210663.937500 Penalty: 3620.028809
	Iteration 17Q: 3 clusters Score -210663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -210664.484375 Penalty: 3620.028809
	Iteration 18Q: 3 clusters Score -210664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -210664.484375 Penalty: 3620.028809
	Iteration 19F: 3 clusters Score -210664.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24651.402344 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -24651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23578.285156 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23578.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23918.960938 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -23918.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24264.898438 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24264.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24808.212891 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -24808.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25175.207031 Penalty: 2815.669922
	Iteration 4F: 3 clusters Score -25175.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25340.115234 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -25340.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25430.074219 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -25430.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25550.044922 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -25550.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25720.916016 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -25720.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25725.224609 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -25725.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25725.224609 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -25725.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 90 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 202 members 
Entering Unmasked Estep 
Score: -70340728.000000 Penalty: 139297.500000
Splitting cluster 22 changes total score from -70341568.000000 to -70340728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -35956.050781 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -35956.05 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 177 members 
Entering Unmasked Estep 
Score: -34823.722656 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -34823.72 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35299.804688 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -35299.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35595.992188 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -35595.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35808.398438 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -35808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36022.695312 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -36022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36079.898438 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -36079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36085.062500 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -36085.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36085.062500 Penalty: 2892.613770
	Iteration 7F: 3 clusters Score -36085.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 202 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 139 members 
Entering Unmasked Estep 
Score: -70339832.000000 Penalty: 139297.500000
Splitting cluster 23 changes total score from -70341568.000000 to -70339832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -110586.093750 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -110586.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108778.359375 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -108778.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109208.085938 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -109208.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109565.960938 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -109566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -109794.023438 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -109794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -109938.554688 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -109938.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110006.757812 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -110006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110071.117188 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110151.539062 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110151.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -110210.015625 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -110210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110236.109375 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -110236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110249.695312 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -110249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110257.437500 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -110257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110268.585938 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -110268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110282.054688 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -110282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110290.515625 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -110290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -110297.335938 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -110297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110301.679688 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -110301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -110307.195312 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -110307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110308.843750 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -110308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -110311.921875 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -110311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -110311.921875 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -110311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -330133.718750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -330133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -327403.468750 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -327403.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -327909.625000 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -327909.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -328034.843750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -328034.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -328103.375000 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -328103.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -328142.468750 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -328142.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -328168.875000 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -328168.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -328186.062500 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -328186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -328200.125000 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -328200.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -328209.375000 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -328209.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -328222.656250 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -328222.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -328235.593750 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -328235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -328242.937500 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -328242.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -328252.093750 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -328252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -328256.875000 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -328256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -328261.531250 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -328261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -328265.593750 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -328265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -328268.437500 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -328268.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -328273.093750 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -328273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -328277.562500 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -328277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -328282.375000 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -328282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -328284.406250 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -328284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -328285.906250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -328285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -328286.281250 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -328286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -328288.156250 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -328288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -328292.187500 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -328292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -328295.281250 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -328295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -328299.562500 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -328299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -328304.937500 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -328304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -328312.531250 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -328312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -328317.656250 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -328317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -328321.812500 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -328321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -328328.093750 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -328328.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -328337.156250 Penalty: 3819.571045
	Iteration 32Q: 3 clusters Score -328337.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -328359.656250 Penalty: 3819.571045
	Iteration 33Q: 3 clusters Score -328359.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -328379.312500 Penalty: 3819.571045
	Iteration 34Q: 3 clusters Score -328379.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -328393.062500 Penalty: 3819.571045
	Iteration 35Q: 3 clusters Score -328393.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -328403.875000 Penalty: 3819.571045
	Iteration 36Q: 3 clusters Score -328403.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -328414.375000 Penalty: 3819.571045
	Iteration 37Q: 3 clusters Score -328414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -328422.937500 Penalty: 3819.571045
	Iteration 38Q: 3 clusters Score -328422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -328430.218750 Penalty: 3819.571045
	Iteration 39Q: 3 clusters Score -328430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -328438.343750 Penalty: 3819.571045
	Iteration 40F: 3 clusters Score -328438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -328443.718750 Penalty: 3819.571045
	Iteration 41Q: 3 clusters Score -328443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -328447.406250 Penalty: 3819.571045
	Iteration 42Q: 3 clusters Score -328447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -328450.593750 Penalty: 3819.571045
	Iteration 43Q: 3 clusters Score -328450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -328456.781250 Penalty: 3819.571045
	Iteration 44Q: 3 clusters Score -328456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -328462.000000 Penalty: 3819.571045
	Iteration 45Q: 3 clusters Score -328462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -328466.187500 Penalty: 3819.571045
	Iteration 46Q: 3 clusters Score -328466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -328469.062500 Penalty: 3819.571045
	Iteration 47Q: 3 clusters Score -328469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -328472.062500 Penalty: 3819.571045
	Iteration 48Q: 3 clusters Score -328472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -328474.500000 Penalty: 3819.571045
	Iteration 49Q: 3 clusters Score -328474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -328477.687500 Penalty: 3819.571045
	Iteration 50Q: 3 clusters Score -328477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -328479.187500 Penalty: 3819.571045
	Iteration 51Q: 3 clusters Score -328479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -328479.187500 Penalty: 3819.571045
	Iteration 52F: 3 clusters Score -328479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -178514.359375 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -178514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -176431.593750 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -176431.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176835.984375 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -176836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -176966.765625 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -176966.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177027.234375 Penalty: 3545.969238
	Iteration 3Q: 3 clusters Score -177027.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177074.765625 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -177074.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -177103.625000 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -177103.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -177125.671875 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -177125.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -177146.437500 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -177146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177172.750000 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -177172.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -177205.578125 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -177205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -177228.468750 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -177228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -177253.609375 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -177253.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177279.640625 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -177279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -177303.843750 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -177303.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177323.125000 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -177323.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177338.843750 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -177338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -177371.000000 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -177371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -177391.218750 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -177391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -177441.218750 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -177441.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177518.000000 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -177518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177580.656250 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -177580.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -177606.343750 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -177606.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -177630.953125 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -177631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177655.781250 Penalty: 3545.969238
	Iteration 23Q: 3 clusters Score -177655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177686.062500 Penalty: 3545.969238
	Iteration 24Q: 3 clusters Score -177686.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177708.125000 Penalty: 3545.969238
	Iteration 25Q: 3 clusters Score -177708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177711.375000 Penalty: 3545.969238
	Iteration 26Q: 3 clusters Score -177711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -177717.531250 Penalty: 3545.969238
	Iteration 27Q: 3 clusters Score -177717.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -177721.796875 Penalty: 3545.969238
	Iteration 28Q: 3 clusters Score -177721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -177725.953125 Penalty: 3545.969238
	Iteration 29Q: 3 clusters Score -177726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177728.078125 Penalty: 3545.969238
	Iteration 30Q: 3 clusters Score -177728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -177728.687500 Penalty: 3545.969238
	Iteration 31Q: 3 clusters Score -177728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -177728.687500 Penalty: 3545.969238
	Iteration 32F: 3 clusters Score -177728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -140405.375000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -140405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138520.765625 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -138520.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138942.734375 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -138942.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139170.781250 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -139170.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -139362.828125 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -139362.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139514.250000 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -139514.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139700.640625 Penalty: 3459.341553
	Iteration 5F: 3 clusters Score -139700.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -139833.750000 Penalty: 3459.341553
	Iteration 6F: 3 clusters Score -139833.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139938.625000 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -139938.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -140015.796875 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -140015.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -140073.656250 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -140073.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140130.265625 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -140130.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -140179.062500 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -140179.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140230.343750 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -140230.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -140266.890625 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -140266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -140281.187500 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -140281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -140291.484375 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -140291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140296.406250 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -140296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -140300.218750 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -140300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -140303.859375 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -140303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -140304.375000 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -140304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -140306.625000 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -140306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140310.953125 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -140311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140320.453125 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -140320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140321.890625 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -140321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140324.593750 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -140324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -140328.671875 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -140328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -140328.671875 Penalty: 3459.341553
	Iteration 26F: 3 clusters Score -140328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -54283.542969 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -54283.54 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 223 members 
Entering Unmasked Estep 
Score: -52973.019531 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -52973.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53248.042969 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -53248.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53301.582031 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -53301.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53345.710938 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -53345.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53373.640625 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -53373.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53379.996094 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -53380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53385.125000 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -53385.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53399.136719 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -53399.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53407.890625 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -53407.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53409.753906 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -53409.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53409.753906 Penalty: 3004.165039
	Iteration 10F: 3 clusters Score -53409.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -335765.125000 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -335765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -332968.718750 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -332968.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -333650.531250 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -333650.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -334008.125000 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -334008.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -334505.375000 Penalty: 3848.768555
	Iteration 3F: 3 clusters Score -334505.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -334949.593750 Penalty: 3848.768555
	Iteration 4F: 3 clusters Score -334949.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -335333.968750 Penalty: 3848.768555
	Iteration 5F: 3 clusters Score -335334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -335562.812500 Penalty: 3848.768555
	Iteration 6F: 3 clusters Score -335562.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -335638.875000 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -335638.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -335662.906250 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -335662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -335669.937500 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -335669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -335673.937500 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -335673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -335674.625000 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -335674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -335676.937500 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -335676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -335679.000000 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -335679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -335679.000000 Penalty: 3848.768555
	Iteration 14F: 3 clusters Score -335679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Entering Unmasked Estep 
Score: -1421488.500000 Penalty: 2263.216064
	Iteration 0F: 2 clusters Score -1421488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1414312.250000 Penalty: 4526.432129
	Iteration 0F: 3 clusters Score -1414312 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1416320.250000 Penalty: 4526.432129
	Iteration 1F: 3 clusters Score -1416320 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1416577.625000 Penalty: 4526.432129
	Iteration 2F: 3 clusters Score -1416578 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1416750.500000 Penalty: 4526.432129
	Iteration 3Q: 3 clusters Score -1416750 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1416896.875000 Penalty: 4526.432129
	Iteration 4Q: 3 clusters Score -1416897 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1417042.625000 Penalty: 4526.432129
	Iteration 5Q: 3 clusters Score -1417043 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1417217.000000 Penalty: 4526.432129
	Iteration 6Q: 3 clusters Score -1417217 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1417417.250000 Penalty: 4526.432129
	Iteration 7Q: 3 clusters Score -1417417 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1417670.750000 Penalty: 4526.432129
	Iteration 8Q: 3 clusters Score -1417671 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1418003.625000 Penalty: 4526.432129
	Iteration 9F: 3 clusters Score -1418004 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1418344.250000 Penalty: 4526.432129
	Iteration 10Q: 3 clusters Score -1418344 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1418658.250000 Penalty: 4526.432129
	Iteration 11Q: 3 clusters Score -1418658 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1418911.500000 Penalty: 4526.432129
	Iteration 12Q: 3 clusters Score -1418912 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1419128.500000 Penalty: 4526.432129
	Iteration 13Q: 3 clusters Score -1419128 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1419303.375000 Penalty: 4526.432129
	Iteration 14Q: 3 clusters Score -1419303 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1419423.875000 Penalty: 4526.432129
	Iteration 15Q: 3 clusters Score -1419424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1419499.500000 Penalty: 4526.432129
	Iteration 16Q: 3 clusters Score -1419500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1419549.250000 Penalty: 4526.432129
	Iteration 17Q: 3 clusters Score -1419549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1419585.750000 Penalty: 4526.432129
	Iteration 18Q: 3 clusters Score -1419586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1419614.375000 Penalty: 4526.432129
	Iteration 19Q: 3 clusters Score -1419614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1419633.375000 Penalty: 4526.432129
	Iteration 20F: 3 clusters Score -1419633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1419639.875000 Penalty: 4526.432129
	Iteration 21Q: 3 clusters Score -1419640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1419645.375000 Penalty: 4526.432129
	Iteration 22Q: 3 clusters Score -1419645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1419650.125000 Penalty: 4526.432129
	Iteration 23Q: 3 clusters Score -1419650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1419653.250000 Penalty: 4526.432129
	Iteration 24Q: 3 clusters Score -1419653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1419654.875000 Penalty: 4526.432129
	Iteration 25Q: 3 clusters Score -1419655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1419654.750000 Penalty: 4526.432129
	Iteration 26Q: 3 clusters Score -1419655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1419656.500000 Penalty: 4526.432129
	Iteration 27Q: 3 clusters Score -1419656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1419656.625000 Penalty: 4526.432129
	Iteration 28Q: 3 clusters Score -1419657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1419658.375000 Penalty: 4526.432129
	Iteration 29Q: 3 clusters Score -1419658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1419658.375000 Penalty: 4526.432129
	Iteration 30F: 3 clusters Score -1419658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (147895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Entering Unmasked Estep 
Score: -22605136.000000 Penalty: 2952.255859
	Iteration 0F: 2 clusters Score -2.260514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -22506662.000000 Penalty: 5904.511719
	Iteration 0F: 3 clusters Score -2.250666e+07 nChanged 70895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -22548136.000000 Penalty: 5904.511719
	Iteration 1F: 3 clusters Score -2.254814e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -22549364.000000 Penalty: 5904.511719
	Iteration 2Q: 3 clusters Score -2.254936e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -22551376.000000 Penalty: 5904.511719
	Iteration 3Q: 3 clusters Score -2.255138e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -22554890.000000 Penalty: 5904.511719
	Iteration 4F: 3 clusters Score -2.255489e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -22561540.000000 Penalty: 5904.511719
	Iteration 5F: 3 clusters Score -2.256154e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -22571920.000000 Penalty: 5904.511719
	Iteration 6F: 3 clusters Score -2.257192e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -22585310.000000 Penalty: 5904.511719
	Iteration 7F: 3 clusters Score -2.258531e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -22595758.000000 Penalty: 5904.511719
	Iteration 8F: 3 clusters Score -2.259576e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22600462.000000 Penalty: 5904.511719
	Iteration 9Q: 3 clusters Score -2.260046e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147153 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22601898.000000 Penalty: 5904.511719
	Iteration 10Q: 3 clusters Score -2.26019e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22602248.000000 Penalty: 5904.511719
	Iteration 11Q: 3 clusters Score -2.260225e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22602350.000000 Penalty: 5904.511719
	Iteration 12Q: 3 clusters Score -2.260235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22602392.000000 Penalty: 5904.511719
	Iteration 13Q: 3 clusters Score -2.260239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22602436.000000 Penalty: 5904.511719
	Iteration 14Q: 3 clusters Score -2.260244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147650 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22602440.000000 Penalty: 5904.511719
	Iteration 15Q: 3 clusters Score -2.260244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22602434.000000 Penalty: 5904.511719
	Iteration 16Q: 3 clusters Score -2.260243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22602446.000000 Penalty: 5904.511719
	Iteration 17Q: 3 clusters Score -2.260245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22602456.000000 Penalty: 5904.511719
	Iteration 18Q: 3 clusters Score -2.260246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22602454.000000 Penalty: 5904.511719
	Iteration 19Q: 3 clusters Score -2.260245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22602454.000000 Penalty: 5904.511719
	Iteration 20F: 3 clusters Score -2.260245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -36743.636719 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -36743.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35527.289062 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -35527.29 nChanged 28
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: -35621.000000 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -35621 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: -35646.101562 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -35646.1 nChanged 2
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: -35654.015625 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -35654.02 nChanged 1
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: -35657.613281 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -35657.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35671.882812 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -35671.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35676.921875 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -35676.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35676.921875 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -35676.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -101826.156250 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -101826.2 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 400 members 
Entering Unmasked Estep 
Score: -100114.554688 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -100114.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100364.992188 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -100365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100448.312500 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -100448.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100520.523438 Penalty: 3295.965088
	Iteration 3Q: 3 clusters Score -100520.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100576.867188 Penalty: 3295.965088
	Iteration 4Q: 3 clusters Score -100576.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100619.109375 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -100619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100642.570312 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -100642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100653.546875 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -100653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100654.328125 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -100654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100654.984375 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -100655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100662.460938 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -100662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100666.632812 Penalty: 3295.965088
	Iteration 11Q: 3 clusters Score -100666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100669.632812 Penalty: 3295.965088
	Iteration 12Q: 3 clusters Score -100669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100671.250000 Penalty: 3295.965088
	Iteration 13Q: 3 clusters Score -100671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100674.859375 Penalty: 3295.965088
	Iteration 14F: 3 clusters Score -100674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100692.523438 Penalty: 3295.965088
	Iteration 15Q: 3 clusters Score -100692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100693.429688 Penalty: 3295.965088
	Iteration 16Q: 3 clusters Score -100693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100695.085938 Penalty: 3295.965088
	Iteration 17Q: 3 clusters Score -100695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100696.421875 Penalty: 3295.965088
	Iteration 18Q: 3 clusters Score -100696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100696.421875 Penalty: 3295.965088
	Iteration 19F: 3 clusters Score -100696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -38632.285156 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -38632.29 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 156 members 
Entering Unmasked Estep 
Score: -37341.070312 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -37341.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37464.203125 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -37464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37496.792969 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -37496.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37519.453125 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -37519.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37528.984375 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -37528.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37551.800781 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -37551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37557.593750 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -37557.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37567.246094 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -37567.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37567.246094 Penalty: 2825.758301
	Iteration 8F: 3 clusters Score -37567.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -237508.062500 Penalty: 1833.070923
	Iteration 0F: 2 clusters Score -237508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -235124.687500 Penalty: 3666.141846
	Iteration 0F: 3 clusters Score -235124.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -235566.406250 Penalty: 3666.141846
	Iteration 1F: 3 clusters Score -235566.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -235726.671875 Penalty: 3666.141846
	Iteration 2F: 3 clusters Score -235726.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -235832.406250 Penalty: 3666.141846
	Iteration 3Q: 3 clusters Score -235832.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -235910.406250 Penalty: 3666.141846
	Iteration 4Q: 3 clusters Score -235910.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -236038.531250 Penalty: 3666.141846
	Iteration 5Q: 3 clusters Score -236038.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -236166.500000 Penalty: 3666.141846
	Iteration 6Q: 3 clusters Score -236166.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -236298.500000 Penalty: 3666.141846
	Iteration 7Q: 3 clusters Score -236298.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -236456.203125 Penalty: 3666.141846
	Iteration 8Q: 3 clusters Score -236456.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -236567.609375 Penalty: 3666.141846
	Iteration 9Q: 3 clusters Score -236567.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -236644.390625 Penalty: 3666.141846
	Iteration 10Q: 3 clusters Score -236644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236685.062500 Penalty: 3666.141846
	Iteration 11Q: 3 clusters Score -236685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236714.078125 Penalty: 3666.141846
	Iteration 12Q: 3 clusters Score -236714.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -236747.015625 Penalty: 3666.141846
	Iteration 13Q: 3 clusters Score -236747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -236771.953125 Penalty: 3666.141846
	Iteration 14Q: 3 clusters Score -236772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236795.906250 Penalty: 3666.141846
	Iteration 15Q: 3 clusters Score -236795.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -236806.062500 Penalty: 3666.141846
	Iteration 16Q: 3 clusters Score -236806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236824.906250 Penalty: 3666.141846
	Iteration 17Q: 3 clusters Score -236824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236832.062500 Penalty: 3666.141846
	Iteration 18Q: 3 clusters Score -236832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -236837.328125 Penalty: 3666.141846
	Iteration 19Q: 3 clusters Score -236837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -236842.000000 Penalty: 3666.141846
	Iteration 20F: 3 clusters Score -236842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -236847.343750 Penalty: 3666.141846
	Iteration 21Q: 3 clusters Score -236847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -236854.031250 Penalty: 3666.141846
	Iteration 22Q: 3 clusters Score -236854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -236859.453125 Penalty: 3666.141846
	Iteration 23Q: 3 clusters Score -236859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236862.718750 Penalty: 3666.141846
	Iteration 24Q: 3 clusters Score -236862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236864.296875 Penalty: 3666.141846
	Iteration 25Q: 3 clusters Score -236864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -236865.062500 Penalty: 3666.141846
	Iteration 26Q: 3 clusters Score -236865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236866.093750 Penalty: 3666.141846
	Iteration 27Q: 3 clusters Score -236866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236866.093750 Penalty: 3666.141846
	Iteration 28F: 3 clusters Score -236866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -48309.566406 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -48309.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46936.296875 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -46936.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47139.511719 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -47139.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47233.761719 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -47233.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47275.582031 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -47275.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47310.746094 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -47310.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47324.535156 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -47324.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47331.320312 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -47331.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47336.539062 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -47336.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47336.539062 Penalty: 2971.766357
	Iteration 8F: 3 clusters Score -47336.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -81466.281250 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -81466.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79963.500000 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -79963.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80405.828125 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -80405.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80570.781250 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -80570.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80750.406250 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -80750.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80855.140625 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -80855.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80921.218750 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -80921.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81003.828125 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -81003.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81065.156250 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -81065.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81084.734375 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -81084.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -81093.304688 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -81093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81109.390625 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -81109.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -81125.898438 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -81125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81155.812500 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -81155.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81178.187500 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -81178.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -81184.273438 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -81184.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -81189.984375 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -81189.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81197.890625 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -81197.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81201.718750 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -81201.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -81207.695312 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -81207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81209.398438 Penalty: 3213.340576
	Iteration 19Q: 3 clusters Score -81209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81218.203125 Penalty: 3213.340576
	Iteration 20F: 3 clusters Score -81218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -81261.000000 Penalty: 3213.340576
	Iteration 21Q: 3 clusters Score -81261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81291.671875 Penalty: 3213.340576
	Iteration 22Q: 3 clusters Score -81291.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -81331.210938 Penalty: 3213.340576
	Iteration 23Q: 3 clusters Score -81331.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81358.742188 Penalty: 3213.340576
	Iteration 24Q: 3 clusters Score -81358.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81369.390625 Penalty: 3213.340576
	Iteration 25Q: 3 clusters Score -81369.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81374.554688 Penalty: 3213.340576
	Iteration 26Q: 3 clusters Score -81374.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81386.148438 Penalty: 3213.340576
	Iteration 27Q: 3 clusters Score -81386.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81414.632812 Penalty: 3213.340576
	Iteration 28Q: 3 clusters Score -81414.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81442.742188 Penalty: 3213.340576
	Iteration 29Q: 3 clusters Score -81442.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81477.343750 Penalty: 3213.340576
	Iteration 30Q: 3 clusters Score -81477.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81528.937500 Penalty: 3213.340576
	Iteration 31Q: 3 clusters Score -81528.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81591.718750 Penalty: 3213.340576
	Iteration 32Q: 3 clusters Score -81591.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81612.648438 Penalty: 3213.340576
	Iteration 33Q: 3 clusters Score -81612.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81632.046875 Penalty: 3213.340576
	Iteration 34Q: 3 clusters Score -81632.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81648.328125 Penalty: 3213.340576
	Iteration 35Q: 3 clusters Score -81648.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81650.953125 Penalty: 3213.340576
	Iteration 36Q: 3 clusters Score -81650.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81656.570312 Penalty: 3213.340576
	Iteration 37Q: 3 clusters Score -81656.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81660.382812 Penalty: 3213.340576
	Iteration 38Q: 3 clusters Score -81660.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81664.710938 Penalty: 3213.340576
	Iteration 39Q: 3 clusters Score -81664.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81668.101562 Penalty: 3213.340576
	Iteration 40F: 3 clusters Score -81668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 393 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 258 members 
Entering Unmasked Estep 
Score: -70340104.000000 Penalty: 139297.500000
Splitting cluster 37 changes total score from -70341568.000000 to -70340104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -37269.164062 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -37269.16 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 180 members 
Entering Unmasked Estep 
Score: -36194.964844 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -36194.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36537.523438 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -36537.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36675.726562 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -36675.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36744.304688 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -36744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36778.789062 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -36778.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36840.273438 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -36840.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36857.265625 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -36857.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36883.769531 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -36883.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36883.769531 Penalty: 2899.833740
	Iteration 8F: 3 clusters Score -36883.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Entering Unmasked Estep 
Score: -3641655.000000 Penalty: 2502.836182
	Iteration 0F: 2 clusters Score -3641655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3624875.750000 Penalty: 5005.672363
	Iteration 0F: 3 clusters Score -3624876 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3630697.500000 Penalty: 5005.672363
	Iteration 1F: 3 clusters Score -3630698 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3631106.750000 Penalty: 5005.672363
	Iteration 2Q: 3 clusters Score -3631107 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3631476.000000 Penalty: 5005.672363
	Iteration 3Q: 3 clusters Score -3631476 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3631877.500000 Penalty: 5005.672363
	Iteration 4Q: 3 clusters Score -3631878 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3632373.750000 Penalty: 5005.672363
	Iteration 5Q: 3 clusters Score -3632374 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3633108.250000 Penalty: 5005.672363
	Iteration 6F: 3 clusters Score -3633108 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3634125.750000 Penalty: 5005.672363
	Iteration 7F: 3 clusters Score -3634126 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3635325.750000 Penalty: 5005.672363
	Iteration 8F: 3 clusters Score -3635326 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3636619.750000 Penalty: 5005.672363
	Iteration 9F: 3 clusters Score -3636620 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3637751.750000 Penalty: 5005.672363
	Iteration 10F: 3 clusters Score -3637752 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3638536.500000 Penalty: 5005.672363
	Iteration 11Q: 3 clusters Score -3638536 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3638999.750000 Penalty: 5005.672363
	Iteration 12Q: 3 clusters Score -3639000 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3639185.750000 Penalty: 5005.672363
	Iteration 13Q: 3 clusters Score -3639186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3639282.250000 Penalty: 5005.672363
	Iteration 14Q: 3 clusters Score -3639282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3639339.500000 Penalty: 5005.672363
	Iteration 15Q: 3 clusters Score -3639340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3639376.250000 Penalty: 5005.672363
	Iteration 16Q: 3 clusters Score -3639376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3639391.000000 Penalty: 5005.672363
	Iteration 17Q: 3 clusters Score -3639391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3639403.250000 Penalty: 5005.672363
	Iteration 18Q: 3 clusters Score -3639403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3639410.250000 Penalty: 5005.672363
	Iteration 19Q: 3 clusters Score -3639410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3639416.750000 Penalty: 5005.672363
	Iteration 20F: 3 clusters Score -3639417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3639420.000000 Penalty: 5005.672363
	Iteration 21Q: 3 clusters Score -3639420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3639420.250000 Penalty: 5005.672363
	Iteration 22Q: 3 clusters Score -3639420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3639420.250000 Penalty: 5005.672363
	Iteration 23F: 3 clusters Score -3639420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -17193.433594 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -17193.43 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 108 members 
Entering Unmasked Estep 
Score: -16323.770508 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -16323.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16671.345703 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -16671.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16861.177734 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -16861.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16945.056641 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -16945.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16998.382812 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -16998.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17077.816406 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -17077.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17153.082031 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -17153.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17207.195312 Penalty: 2712.157715
	Iteration 7Q: 3 clusters Score -17207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17207.351562 Penalty: 2712.157715
	Iteration 8F: 3 clusters Score -17207.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17220.816406 Penalty: 2712.157715
	Iteration 9Q: 3 clusters Score -17220.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17236.353516 Penalty: 2712.157715
	Iteration 10Q: 3 clusters Score -17236.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17236.353516 Penalty: 2712.157715
	Iteration 11F: 3 clusters Score -17236.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 68 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 169 members 
Entering Unmasked Estep 
Score: -70339640.000000 Penalty: 139297.500000
Splitting cluster 40 changes total score from -70341568.000000 to -70339640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -96845.460938 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -96845.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95125.492188 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -95125.49 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95498.789062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -95498.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95704.671875 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -95704.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95911.789062 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -95911.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96094.859375 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -96094.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96345.484375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -96345.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96557.625000 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -96557.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96703.562500 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -96703.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96832.781250 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -96832.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96870.773438 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -96870.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96884.679688 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -96884.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96888.914062 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -96888.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96899.117188 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -96899.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96912.375000 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -96912.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96913.117188 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -96913.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96913.117188 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -96913.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 379 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 373 members 
Entering Unmasked Estep 
Score: -70340024.000000 Penalty: 139297.500000
Splitting cluster 41 changes total score from -70341568.000000 to -70340024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -18624.744141 Penalty: 1261.723877
	Iteration 0F: 2 clusters Score -18624.74 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 79 members 
Entering Unmasked Estep 
Score: -17579.460938 Penalty: 2523.447754
	Iteration 0F: 3 clusters Score -17579.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17622.099609 Penalty: 2523.447754
	Iteration 1F: 3 clusters Score -17622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17642.601562 Penalty: 2523.447754
	Iteration 2Q: 3 clusters Score -17642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17648.195312 Penalty: 2523.447754
	Iteration 3Q: 3 clusters Score -17648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17653.798828 Penalty: 2523.447754
	Iteration 4Q: 3 clusters Score -17653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17660.646484 Penalty: 2523.447754
	Iteration 5Q: 3 clusters Score -17660.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17660.646484 Penalty: 2523.447754
	Iteration 6F: 3 clusters Score -17660.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 108261 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9305 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24151 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341480.000000 Penalty: 136058.015625
Iteration 239Q: 43 clusters Score -7.034148e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20635 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37711 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 108376 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44254 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9185 members 
Mstep: Class 31 contains 147890 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24155 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341616.000000 Penalty: 136058.015625
Iteration 240F: 43 clusters Score -7.034162e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20636 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37709 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 108479 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44246 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9180 members 
Mstep: Class 31 contains 147895 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24155 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341528.000000 Penalty: 136058.015625
Iteration 241Q: 43 clusters Score -7.034153e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20636 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 11560 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37709 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 108570 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44244 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 8998 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9178 members 
Mstep: Class 31 contains 147900 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24159 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341696.000000 Penalty: 136058.015625
Iteration 242Q: 43 clusters Score -7.03417e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20639 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37725 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 108641 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44244 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 8884 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9178 members 
Mstep: Class 31 contains 147924 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24162 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341784.000000 Penalty: 136058.015625
Iteration 243Q: 43 clusters Score -7.034178e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20641 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37736 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 108717 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44242 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 8783 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 147942 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24167 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341848.000000 Penalty: 136058.015625
Iteration 244Q: 43 clusters Score -7.034185e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20643 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37741 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 108777 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44237 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 8697 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 147975 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24171 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341744.000000 Penalty: 136058.015625
Iteration 245Q: 43 clusters Score -7.034174e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20645 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 11551 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37748 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 108840 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44235 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9155 members 
Mstep: Class 31 contains 148015 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24175 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341784.000000 Penalty: 136058.015625
Iteration 246Q: 43 clusters Score -7.034178e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11304 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20644 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37755 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 108933 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44232 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 148040 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24180 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341832.000000 Penalty: 136058.015625
Iteration 247Q: 43 clusters Score -7.034183e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11306 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20641 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37757 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 109021 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44232 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 148075 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24180 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341816.000000 Penalty: 136058.015625
Iteration 248Q: 43 clusters Score -7.034182e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11303 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20634 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37769 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 109131 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44233 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 8225 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 148103 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24182 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341856.000000 Penalty: 136058.015625
Iteration 249Q: 43 clusters Score -7.034186e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11303 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20631 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37773 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 109268 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44232 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 148121 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24182 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341848.000000 Penalty: 136058.015625
Iteration 250Q: 43 clusters Score -7.034185e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11303 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20630 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 11551 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37780 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 109414 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44231 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 7925 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 148134 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24182 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341904.000000 Penalty: 136058.015625
Iteration 251Q: 43 clusters Score -7.03419e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20628 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 11544 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37790 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 109526 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44232 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 7791 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9102 members 
Mstep: Class 31 contains 148159 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24186 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342064.000000 Penalty: 136058.015625
Iteration 252Q: 43 clusters Score -7.034206e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11309 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20625 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 37797 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 109645 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44234 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 7655 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9095 members 
Mstep: Class 31 contains 148182 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24183 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342176.000000 Penalty: 136058.015625
Iteration 253Q: 43 clusters Score -7.034218e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 109762 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44236 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 7511 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 148205 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24181 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342208.000000 Penalty: 136058.015625
Iteration 254Q: 43 clusters Score -7.034221e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20621 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 11540 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37822 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 109882 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44227 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 7363 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9083 members 
Mstep: Class 31 contains 148233 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24185 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342224.000000 Penalty: 136058.015625
Iteration 255Q: 43 clusters Score -7.034222e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20618 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 11531 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37837 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 110022 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44219 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 9079 members 
Mstep: Class 31 contains 148234 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24188 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342312.000000 Penalty: 136058.015625
Iteration 256Q: 43 clusters Score -7.034231e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20610 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 11534 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37851 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 110164 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44214 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9073 members 
Mstep: Class 31 contains 148254 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24188 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342640.000000 Penalty: 136058.015625
Iteration 257Q: 43 clusters Score -7.034264e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20607 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 11529 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 110274 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44215 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2342 members 
Mstep: Class 30 contains 9070 members 
Mstep: Class 31 contains 148285 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24190 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342704.000000 Penalty: 136058.015625
Iteration 258Q: 43 clusters Score -7.03427e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11309 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20599 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 11523 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37884 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 110387 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44200 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2342 members 
Mstep: Class 30 contains 9067 members 
Mstep: Class 31 contains 148312 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1620 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24186 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342840.000000 Penalty: 136058.015625
Iteration 259Q: 43 clusters Score -7.034284e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 37892 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 110470 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44195 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9053 members 
Mstep: Class 31 contains 148334 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1619 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24187 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343088.000000 Penalty: 136058.015625
Iteration 260F: 43 clusters Score -7.034309e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20595 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 37899 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 110493 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44191 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6708 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 148378 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1619 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24194 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343288.000000 Penalty: 136058.015625
Iteration 261Q: 43 clusters Score -7.034329e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 110549 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44181 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 148391 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1619 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24202 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343376.000000 Penalty: 136058.015625
Iteration 262Q: 43 clusters Score -7.034338e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 11519 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37912 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 110571 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9025 members 
Mstep: Class 31 contains 148425 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1618 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24202 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343392.000000 Penalty: 136058.015625
Iteration 263Q: 43 clusters Score -7.034339e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20592 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37921 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 110588 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 1126 members 
Mstep: Class 18 contains 44165 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9014 members 
Mstep: Class 31 contains 148444 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1618 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24208 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343512.000000 Penalty: 136058.015625
Iteration 264Q: 43 clusters Score -7.034351e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20588 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 11511 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37937 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 110606 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 1124 members 
Mstep: Class 18 contains 44160 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9008 members 
Mstep: Class 31 contains 148455 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1618 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24215 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343576.000000 Penalty: 136058.015625
Iteration 265Q: 43 clusters Score -7.034358e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110604 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 1123 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 148482 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1617 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24214 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343536.000000 Penalty: 136058.015625
Iteration 266Q: 43 clusters Score -7.034354e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20588 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37944 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 110581 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44167 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 9002 members 
Mstep: Class 31 contains 148509 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1617 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24221 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343544.000000 Penalty: 136058.015625
Iteration 267Q: 43 clusters Score -7.034354e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37950 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 110568 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44168 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6526 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8999 members 
Mstep: Class 31 contains 148539 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24228 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343552.000000 Penalty: 136058.015625
Iteration 268Q: 43 clusters Score -7.034355e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20588 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37956 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 110560 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 6510 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8994 members 
Mstep: Class 31 contains 148559 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24236 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343552.000000 Penalty: 136058.015625
Iteration 269Q: 43 clusters Score -7.034355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37956 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 110552 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44163 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8990 members 
Mstep: Class 31 contains 148581 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24243 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343560.000000 Penalty: 136058.015625
Iteration 270Q: 43 clusters Score -7.034356e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 110550 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8987 members 
Mstep: Class 31 contains 148598 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24247 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343568.000000 Penalty: 136058.015625
Iteration 271Q: 43 clusters Score -7.034357e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37950 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 110543 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44162 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 148611 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24250 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343584.000000 Penalty: 136058.015625
Iteration 272Q: 43 clusters Score -7.034358e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11498 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37953 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 110535 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44158 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 148624 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24256 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343504.000000 Penalty: 136058.015625
Iteration 273Q: 43 clusters Score -7.03435e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11496 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 37953 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 110520 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44153 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 148644 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24268 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343576.000000 Penalty: 136058.015625
Iteration 274Q: 43 clusters Score -7.034358e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11494 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37951 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 110491 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44150 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8969 members 
Mstep: Class 31 contains 148686 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24270 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343576.000000 Penalty: 136058.015625
Iteration 275Q: 43 clusters Score -7.034358e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11494 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37951 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 110466 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148718 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24273 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343552.000000 Penalty: 136058.015625
Iteration 276Q: 43 clusters Score -7.034355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37953 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 110441 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44143 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148742 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24276 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343568.000000 Penalty: 136058.015625
Iteration 277Q: 43 clusters Score -7.034357e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37953 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110427 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148755 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24283 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343600.000000 Penalty: 136058.015625
Iteration 278Q: 43 clusters Score -7.03436e+07 nChanged 45
Entering ConstructFrom: 
Score: -70343600.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (9705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Entering Unmasked Estep 
Score: -1474642.750000 Penalty: 2276.738281
	Iteration 0F: 2 clusters Score -1474643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1467200.125000 Penalty: 4553.476562
	Iteration 0F: 3 clusters Score -1467200 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1469405.125000 Penalty: 4553.476562
	Iteration 1F: 3 clusters Score -1469405 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1469812.500000 Penalty: 4553.476562
	Iteration 2F: 3 clusters Score -1469812 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1470165.500000 Penalty: 4553.476562
	Iteration 3F: 3 clusters Score -1470166 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1470484.875000 Penalty: 4553.476562
	Iteration 4F: 3 clusters Score -1470485 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1470755.125000 Penalty: 4553.476562
	Iteration 5Q: 3 clusters Score -1470755 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1471002.250000 Penalty: 4553.476562
	Iteration 6Q: 3 clusters Score -1471002 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1471203.875000 Penalty: 4553.476562
	Iteration 7Q: 3 clusters Score -1471204 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1471354.125000 Penalty: 4553.476562
	Iteration 8Q: 3 clusters Score -1471354 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1471482.250000 Penalty: 4553.476562
	Iteration 9Q: 3 clusters Score -1471482 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1471622.750000 Penalty: 4553.476562
	Iteration 10Q: 3 clusters Score -1471623 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1471770.875000 Penalty: 4553.476562
	Iteration 11Q: 3 clusters Score -1471771 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1471982.875000 Penalty: 4553.476562
	Iteration 12Q: 3 clusters Score -1471983 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1472216.750000 Penalty: 4553.476562
	Iteration 13Q: 3 clusters Score -1472217 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1472482.750000 Penalty: 4553.476562
	Iteration 14Q: 3 clusters Score -1472483 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1472707.875000 Penalty: 4553.476562
	Iteration 15Q: 3 clusters Score -1472708 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1472881.125000 Penalty: 4553.476562
	Iteration 16Q: 3 clusters Score -1472881 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1473037.125000 Penalty: 4553.476562
	Iteration 17Q: 3 clusters Score -1473037 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1473211.625000 Penalty: 4553.476562
	Iteration 18Q: 3 clusters Score -1473212 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1473401.875000 Penalty: 4553.476562
	Iteration 19Q: 3 clusters Score -1473402 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1473615.375000 Penalty: 4553.476562
	Iteration 20F: 3 clusters Score -1473615 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1473848.500000 Penalty: 4553.476562
	Iteration 21Q: 3 clusters Score -1473848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1474054.500000 Penalty: 4553.476562
	Iteration 22Q: 3 clusters Score -1474054 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1474224.000000 Penalty: 4553.476562
	Iteration 23Q: 3 clusters Score -1474224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1474338.375000 Penalty: 4553.476562
	Iteration 24Q: 3 clusters Score -1474338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1474421.875000 Penalty: 4553.476562
	Iteration 25Q: 3 clusters Score -1474422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1474500.000000 Penalty: 4553.476562
	Iteration 26Q: 3 clusters Score -1474500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1474537.625000 Penalty: 4553.476562
	Iteration 27Q: 3 clusters Score -1474538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1474556.375000 Penalty: 4553.476562
	Iteration 28Q: 3 clusters Score -1474556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1474572.125000 Penalty: 4553.476562
	Iteration 29Q: 3 clusters Score -1474572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1474575.250000 Penalty: 4553.476562
	Iteration 30Q: 3 clusters Score -1474575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1474574.375000 Penalty: 4553.476562
	Iteration 31Q: 3 clusters Score -1474574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1474578.625000 Penalty: 4553.476562
	Iteration 32Q: 3 clusters Score -1474579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1474578.250000 Penalty: 4553.476562
	Iteration 33Q: 3 clusters Score -1474578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1474578.625000 Penalty: 4553.476562
	Iteration 34Q: 3 clusters Score -1474579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1474578.750000 Penalty: 4553.476562
	Iteration 35Q: 3 clusters Score -1474579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1474578.750000 Penalty: 4553.476562
	Iteration 36F: 3 clusters Score -1474579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Entering Unmasked Estep 
Score: -1633297.625000 Penalty: 2314.079102
	Iteration 0F: 2 clusters Score -1633298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1624698.625000 Penalty: 4628.158203
	Iteration 0F: 3 clusters Score -1624699 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1627141.250000 Penalty: 4628.158203
	Iteration 1F: 3 clusters Score -1627141 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1627492.500000 Penalty: 4628.158203
	Iteration 2F: 3 clusters Score -1627492 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1627748.125000 Penalty: 4628.158203
	Iteration 3F: 3 clusters Score -1627748 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1627969.750000 Penalty: 4628.158203
	Iteration 4Q: 3 clusters Score -1627970 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1628165.500000 Penalty: 4628.158203
	Iteration 5Q: 3 clusters Score -1628166 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1628358.500000 Penalty: 4628.158203
	Iteration 6Q: 3 clusters Score -1628358 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1628542.375000 Penalty: 4628.158203
	Iteration 7Q: 3 clusters Score -1628542 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1628752.125000 Penalty: 4628.158203
	Iteration 8Q: 3 clusters Score -1628752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1628956.750000 Penalty: 4628.158203
	Iteration 9Q: 3 clusters Score -1628957 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1629163.375000 Penalty: 4628.158203
	Iteration 10Q: 3 clusters Score -1629163 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1629400.250000 Penalty: 4628.158203
	Iteration 11Q: 3 clusters Score -1629400 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1629706.125000 Penalty: 4628.158203
	Iteration 12Q: 3 clusters Score -1629706 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1630081.375000 Penalty: 4628.158203
	Iteration 13Q: 3 clusters Score -1630081 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1630510.875000 Penalty: 4628.158203
	Iteration 14Q: 3 clusters Score -1630511 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1630875.250000 Penalty: 4628.158203
	Iteration 15Q: 3 clusters Score -1630875 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1631202.000000 Penalty: 4628.158203
	Iteration 16Q: 3 clusters Score -1631202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1631535.000000 Penalty: 4628.158203
	Iteration 17Q: 3 clusters Score -1631535 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1631790.500000 Penalty: 4628.158203
	Iteration 18Q: 3 clusters Score -1631790 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1632002.625000 Penalty: 4628.158203
	Iteration 19Q: 3 clusters Score -1632003 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1632224.125000 Penalty: 4628.158203
	Iteration 20F: 3 clusters Score -1632224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1632437.125000 Penalty: 4628.158203
	Iteration 21Q: 3 clusters Score -1632437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1632603.375000 Penalty: 4628.158203
	Iteration 22Q: 3 clusters Score -1632603 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1632768.125000 Penalty: 4628.158203
	Iteration 23Q: 3 clusters Score -1632768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1632896.250000 Penalty: 4628.158203
	Iteration 24Q: 3 clusters Score -1632896 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1633007.750000 Penalty: 4628.158203
	Iteration 25Q: 3 clusters Score -1633008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1633102.375000 Penalty: 4628.158203
	Iteration 26Q: 3 clusters Score -1633102 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1633192.000000 Penalty: 4628.158203
	Iteration 27Q: 3 clusters Score -1633192 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1633243.875000 Penalty: 4628.158203
	Iteration 28Q: 3 clusters Score -1633244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1633287.250000 Penalty: 4628.158203
	Iteration 29Q: 3 clusters Score -1633287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1633322.500000 Penalty: 4628.158203
	Iteration 30Q: 3 clusters Score -1633322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1633335.375000 Penalty: 4628.158203
	Iteration 31Q: 3 clusters Score -1633335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1633346.875000 Penalty: 4628.158203
	Iteration 32Q: 3 clusters Score -1633347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1633357.250000 Penalty: 4628.158203
	Iteration 33Q: 3 clusters Score -1633357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1633367.250000 Penalty: 4628.158203
	Iteration 34Q: 3 clusters Score -1633367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1633376.125000 Penalty: 4628.158203
	Iteration 35Q: 3 clusters Score -1633376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1633375.625000 Penalty: 4628.158203
	Iteration 36Q: 3 clusters Score -1633376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1633377.125000 Penalty: 4628.158203
	Iteration 37Q: 3 clusters Score -1633377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1633380.500000 Penalty: 4628.158203
	Iteration 38Q: 3 clusters Score -1633380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1633381.000000 Penalty: 4628.158203
	Iteration 39Q: 3 clusters Score -1633381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1633379.250000 Penalty: 4628.158203
	Iteration 40F: 3 clusters Score -1633379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1633381.375000 Penalty: 4628.158203
	Iteration 41Q: 3 clusters Score -1633381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1633381.375000 Penalty: 4628.158203
	Iteration 42F: 3 clusters Score -1633381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148766 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24288 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 8679 members 
Entering Unmasked Estep 
Score: -70342712.000000 Penalty: 139297.500000
Splitting cluster 2 changes total score from -70343600.000000 to -70342712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -125996.429688 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -125996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -124218.546875 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -124218.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124938.250000 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -124938.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125262.484375 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -125262.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125472.742188 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -125472.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125609.328125 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -125609.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -125730.484375 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -125730.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125862.140625 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -125862.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125975.492188 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -125975.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126061.812500 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -126061.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -126136.328125 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -126136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -126200.195312 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -126200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126219.882812 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -126219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126226.578125 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -126226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126226.578125 Penalty: 3378.923096
	Iteration 13F: 3 clusters Score -126226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 182 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148766 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24288 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 727 members 
Entering Unmasked Estep 
Score: -70342328.000000 Penalty: 139297.500000
Splitting cluster 3 changes total score from -70343600.000000 to -70342328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Entering Unmasked Estep 
Score: -3201379.750000 Penalty: 2463.190674
	Iteration 0F: 2 clusters Score -3201380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3186905.750000 Penalty: 4926.381348
	Iteration 0F: 3 clusters Score -3186906 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3191712.750000 Penalty: 4926.381348
	Iteration 1F: 3 clusters Score -3191713 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3192127.500000 Penalty: 4926.381348
	Iteration 2F: 3 clusters Score -3192128 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3192596.000000 Penalty: 4926.381348
	Iteration 3F: 3 clusters Score -3192596 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3193174.250000 Penalty: 4926.381348
	Iteration 4F: 3 clusters Score -3193174 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3194008.500000 Penalty: 4926.381348
	Iteration 5F: 3 clusters Score -3194008 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3195057.000000 Penalty: 4926.381348
	Iteration 6F: 3 clusters Score -3195057 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3196327.750000 Penalty: 4926.381348
	Iteration 7F: 3 clusters Score -3196328 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3197540.250000 Penalty: 4926.381348
	Iteration 8F: 3 clusters Score -3197540 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3198390.250000 Penalty: 4926.381348
	Iteration 9Q: 3 clusters Score -3198390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3198812.500000 Penalty: 4926.381348
	Iteration 10Q: 3 clusters Score -3198812 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3199043.750000 Penalty: 4926.381348
	Iteration 11Q: 3 clusters Score -3199044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3199142.750000 Penalty: 4926.381348
	Iteration 12Q: 3 clusters Score -3199143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3199198.250000 Penalty: 4926.381348
	Iteration 13Q: 3 clusters Score -3199198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3199224.500000 Penalty: 4926.381348
	Iteration 14Q: 3 clusters Score -3199224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3199241.250000 Penalty: 4926.381348
	Iteration 15Q: 3 clusters Score -3199241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3199249.250000 Penalty: 4926.381348
	Iteration 16Q: 3 clusters Score -3199249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3199258.250000 Penalty: 4926.381348
	Iteration 17Q: 3 clusters Score -3199258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3199261.000000 Penalty: 4926.381348
	Iteration 18Q: 3 clusters Score -3199261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3199268.500000 Penalty: 4926.381348
	Iteration 19Q: 3 clusters Score -3199268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3199272.500000 Penalty: 4926.381348
	Iteration 20F: 3 clusters Score -3199272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3199273.500000 Penalty: 4926.381348
	Iteration 21Q: 3 clusters Score -3199274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3199273.500000 Penalty: 4926.381348
	Iteration 22F: 3 clusters Score -3199274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -323802.156250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -323802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -321100.125000 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -321100.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -321639.125000 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -321639.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -321768.218750 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -321768.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -321838.343750 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -321838.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -321875.906250 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -321875.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321914.250000 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -321914.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -321944.187500 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -321944.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -321968.500000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -321968.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -321984.937500 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -321984.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -322009.656250 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -322009.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -322023.625000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -322023.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -322033.781250 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -322033.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -322045.968750 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -322046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -322058.968750 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -322059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -322068.562500 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -322068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -322076.812500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -322076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -322081.031250 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -322081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -322086.312500 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -322086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -322094.625000 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -322094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -322099.875000 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -322099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -322102.500000 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -322102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -322105.750000 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -322105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322109.187500 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -322109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322116.187500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -322116.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322132.593750 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -322132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322138.718750 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -322138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -322141.468750 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -322141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -322145.468750 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -322145.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -322151.687500 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -322151.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -322159.937500 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -322159.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -322176.500000 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -322176.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -322190.093750 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -322190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -322203.250000 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -322203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -322216.750000 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -322216.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -322232.250000 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -322232.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -322245.562500 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -322245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -322251.968750 Penalty: 3809.137939
	Iteration 36Q: 3 clusters Score -322252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -322256.343750 Penalty: 3809.137939
	Iteration 37Q: 3 clusters Score -322256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -322261.656250 Penalty: 3809.137939
	Iteration 38Q: 3 clusters Score -322261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -322270.437500 Penalty: 3809.137939
	Iteration 39Q: 3 clusters Score -322270.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -322286.937500 Penalty: 3809.137939
	Iteration 40F: 3 clusters Score -322286.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -322298.187500 Penalty: 3809.137939
	Iteration 41Q: 3 clusters Score -322298.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -322304.281250 Penalty: 3809.137939
	Iteration 42Q: 3 clusters Score -322304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -322309.968750 Penalty: 3809.137939
	Iteration 43Q: 3 clusters Score -322310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -322320.031250 Penalty: 3809.137939
	Iteration 44Q: 3 clusters Score -322320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -322329.312500 Penalty: 3809.137939
	Iteration 45Q: 3 clusters Score -322329.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -322336.937500 Penalty: 3809.137939
	Iteration 46Q: 3 clusters Score -322336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -322346.625000 Penalty: 3809.137939
	Iteration 47Q: 3 clusters Score -322346.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322358.812500 Penalty: 3809.137939
	Iteration 48Q: 3 clusters Score -322358.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -322368.968750 Penalty: 3809.137939
	Iteration 49Q: 3 clusters Score -322369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -322378.312500 Penalty: 3809.137939
	Iteration 50Q: 3 clusters Score -322378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -322391.187500 Penalty: 3809.137939
	Iteration 51Q: 3 clusters Score -322391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -322398.625000 Penalty: 3809.137939
	Iteration 52Q: 3 clusters Score -322398.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322404.562500 Penalty: 3809.137939
	Iteration 53Q: 3 clusters Score -322404.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322415.156250 Penalty: 3809.137939
	Iteration 54Q: 3 clusters Score -322415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -322426.281250 Penalty: 3809.137939
	Iteration 55Q: 3 clusters Score -322426.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322443.468750 Penalty: 3809.137939
	Iteration 56Q: 3 clusters Score -322443.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -322454.218750 Penalty: 3809.137939
	Iteration 57Q: 3 clusters Score -322454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -322460.968750 Penalty: 3809.137939
	Iteration 58Q: 3 clusters Score -322461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -322466.125000 Penalty: 3809.137939
	Iteration 59Q: 3 clusters Score -322466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322471.062500 Penalty: 3809.137939
	Iteration 60F: 3 clusters Score -322471.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322479.218750 Penalty: 3809.137939
	Iteration 61Q: 3 clusters Score -322479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322488.656250 Penalty: 3809.137939
	Iteration 62Q: 3 clusters Score -322488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -322497.375000 Penalty: 3809.137939
	Iteration 63Q: 3 clusters Score -322497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -322508.687500 Penalty: 3809.137939
	Iteration 64Q: 3 clusters Score -322508.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322513.875000 Penalty: 3809.137939
	Iteration 65Q: 3 clusters Score -322513.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -322519.937500 Penalty: 3809.137939
	Iteration 66Q: 3 clusters Score -322519.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -322524.906250 Penalty: 3809.137939
	Iteration 67Q: 3 clusters Score -322524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -322530.625000 Penalty: 3809.137939
	Iteration 68Q: 3 clusters Score -322530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -322535.218750 Penalty: 3809.137939
	Iteration 69Q: 3 clusters Score -322535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322536.062500 Penalty: 3809.137939
	Iteration 70Q: 3 clusters Score -322536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322536.062500 Penalty: 3809.137939
	Iteration 71F: 3 clusters Score -322536.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -35794.230469 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -35794.23 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 157 members 
Entering Unmasked Estep 
Score: -34574.433594 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34574.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34688.113281 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34688.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34732.308594 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -34732.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34760.015625 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -34760.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34766.718750 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -34766.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34774.167969 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -34774.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34774.167969 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -34774.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -44030.085938 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -44030.09 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 156 members 
Entering Unmasked Estep 
Score: -42761.046875 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -42761.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42935.636719 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42935.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42957.851562 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -42957.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42976.597656 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -42976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42987.531250 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -42987.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42990.878906 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -42990.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42992.597656 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -42992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42994.316406 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -42994.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42995.886719 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -42995.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42999.031250 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -42999.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43003.738281 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -43003.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43006.050781 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -43006.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43006.050781 Penalty: 2896.958252
	Iteration 12F: 3 clusters Score -43006.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -739481.500000 Penalty: 2115.369141
	Iteration 0F: 2 clusters Score -739481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -734917.437500 Penalty: 4230.738281
	Iteration 0F: 3 clusters Score -734917.4 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -735985.562500 Penalty: 4230.738281
	Iteration 1F: 3 clusters Score -735985.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -736148.000000 Penalty: 4230.738281
	Iteration 2F: 3 clusters Score -736148 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -736257.875000 Penalty: 4230.738281
	Iteration 3Q: 3 clusters Score -736257.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -736325.812500 Penalty: 4230.738281
	Iteration 4Q: 3 clusters Score -736325.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -736378.500000 Penalty: 4230.738281
	Iteration 5Q: 3 clusters Score -736378.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -736434.000000 Penalty: 4230.738281
	Iteration 6Q: 3 clusters Score -736434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -736483.812500 Penalty: 4230.738281
	Iteration 7Q: 3 clusters Score -736483.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -736518.687500 Penalty: 4230.738281
	Iteration 8Q: 3 clusters Score -736518.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -736539.375000 Penalty: 4230.738281
	Iteration 9Q: 3 clusters Score -736539.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -736553.625000 Penalty: 4230.738281
	Iteration 10Q: 3 clusters Score -736553.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -736569.375000 Penalty: 4230.738281
	Iteration 11Q: 3 clusters Score -736569.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -736586.687500 Penalty: 4230.738281
	Iteration 12Q: 3 clusters Score -736586.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -736601.250000 Penalty: 4230.738281
	Iteration 13Q: 3 clusters Score -736601.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736616.000000 Penalty: 4230.738281
	Iteration 14Q: 3 clusters Score -736616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -736635.812500 Penalty: 4230.738281
	Iteration 15Q: 3 clusters Score -736635.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -736662.000000 Penalty: 4230.738281
	Iteration 16Q: 3 clusters Score -736662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -736692.375000 Penalty: 4230.738281
	Iteration 17Q: 3 clusters Score -736692.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -736718.750000 Penalty: 4230.738281
	Iteration 18Q: 3 clusters Score -736718.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -736744.125000 Penalty: 4230.738281
	Iteration 19Q: 3 clusters Score -736744.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -736769.812500 Penalty: 4230.738281
	Iteration 20F: 3 clusters Score -736769.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -736799.937500 Penalty: 4230.738281
	Iteration 21Q: 3 clusters Score -736799.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -736843.562500 Penalty: 4230.738281
	Iteration 22Q: 3 clusters Score -736843.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -736896.750000 Penalty: 4230.738281
	Iteration 23Q: 3 clusters Score -736896.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -736953.312500 Penalty: 4230.738281
	Iteration 24Q: 3 clusters Score -736953.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -737015.500000 Penalty: 4230.738281
	Iteration 25Q: 3 clusters Score -737015.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -737103.312500 Penalty: 4230.738281
	Iteration 26Q: 3 clusters Score -737103.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -737197.375000 Penalty: 4230.738281
	Iteration 27Q: 3 clusters Score -737197.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -737296.812500 Penalty: 4230.738281
	Iteration 28Q: 3 clusters Score -737296.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -737402.375000 Penalty: 4230.738281
	Iteration 29Q: 3 clusters Score -737402.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -737503.937500 Penalty: 4230.738281
	Iteration 30Q: 3 clusters Score -737503.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -737581.687500 Penalty: 4230.738281
	Iteration 31Q: 3 clusters Score -737581.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -737633.000000 Penalty: 4230.738281
	Iteration 32Q: 3 clusters Score -737633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -737677.375000 Penalty: 4230.738281
	Iteration 33Q: 3 clusters Score -737677.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -737697.812500 Penalty: 4230.738281
	Iteration 34Q: 3 clusters Score -737697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -737707.687500 Penalty: 4230.738281
	Iteration 35Q: 3 clusters Score -737707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -737712.875000 Penalty: 4230.738281
	Iteration 36Q: 3 clusters Score -737712.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -737720.187500 Penalty: 4230.738281
	Iteration 37Q: 3 clusters Score -737720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -737725.000000 Penalty: 4230.738281
	Iteration 38Q: 3 clusters Score -737725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -737729.125000 Penalty: 4230.738281
	Iteration 39Q: 3 clusters Score -737729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -737734.875000 Penalty: 4230.738281
	Iteration 40F: 3 clusters Score -737734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -737740.812500 Penalty: 4230.738281
	Iteration 41Q: 3 clusters Score -737740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -737744.750000 Penalty: 4230.738281
	Iteration 42Q: 3 clusters Score -737744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -737747.750000 Penalty: 4230.738281
	Iteration 43Q: 3 clusters Score -737747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -737751.250000 Penalty: 4230.738281
	Iteration 44Q: 3 clusters Score -737751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -737752.187500 Penalty: 4230.738281
	Iteration 45Q: 3 clusters Score -737752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -737752.687500 Penalty: 4230.738281
	Iteration 46Q: 3 clusters Score -737752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -737752.687500 Penalty: 4230.738281
	Iteration 47F: 3 clusters Score -737752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Entering Unmasked Estep 
Score: -1730924.750000 Penalty: 2318.674316
	Iteration 0F: 2 clusters Score -1730925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1722242.625000 Penalty: 4637.348633
	Iteration 0F: 3 clusters Score -1722243 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1724725.250000 Penalty: 4637.348633
	Iteration 1F: 3 clusters Score -1724725 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1725008.125000 Penalty: 4637.348633
	Iteration 2F: 3 clusters Score -1725008 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1725212.125000 Penalty: 4637.348633
	Iteration 3Q: 3 clusters Score -1725212 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1725385.000000 Penalty: 4637.348633
	Iteration 4Q: 3 clusters Score -1725385 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1725515.500000 Penalty: 4637.348633
	Iteration 5Q: 3 clusters Score -1725516 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1725612.000000 Penalty: 4637.348633
	Iteration 6Q: 3 clusters Score -1725612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1725690.250000 Penalty: 4637.348633
	Iteration 7Q: 3 clusters Score -1725690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1725755.000000 Penalty: 4637.348633
	Iteration 8Q: 3 clusters Score -1725755 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1725809.250000 Penalty: 4637.348633
	Iteration 9Q: 3 clusters Score -1725809 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1725856.000000 Penalty: 4637.348633
	Iteration 10Q: 3 clusters Score -1725856 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1725908.875000 Penalty: 4637.348633
	Iteration 11Q: 3 clusters Score -1725909 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1725978.375000 Penalty: 4637.348633
	Iteration 12Q: 3 clusters Score -1725978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1726072.250000 Penalty: 4637.348633
	Iteration 13Q: 3 clusters Score -1726072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1726175.875000 Penalty: 4637.348633
	Iteration 14Q: 3 clusters Score -1726176 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1726278.125000 Penalty: 4637.348633
	Iteration 15Q: 3 clusters Score -1726278 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1726368.375000 Penalty: 4637.348633
	Iteration 16Q: 3 clusters Score -1726368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1726455.125000 Penalty: 4637.348633
	Iteration 17Q: 3 clusters Score -1726455 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1726555.375000 Penalty: 4637.348633
	Iteration 18Q: 3 clusters Score -1726555 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1726651.750000 Penalty: 4637.348633
	Iteration 19Q: 3 clusters Score -1726652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1726753.375000 Penalty: 4637.348633
	Iteration 20F: 3 clusters Score -1726753 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1726858.125000 Penalty: 4637.348633
	Iteration 21Q: 3 clusters Score -1726858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1726961.500000 Penalty: 4637.348633
	Iteration 22Q: 3 clusters Score -1726962 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1727104.125000 Penalty: 4637.348633
	Iteration 23Q: 3 clusters Score -1727104 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1727249.875000 Penalty: 4637.348633
	Iteration 24Q: 3 clusters Score -1727250 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1727449.375000 Penalty: 4637.348633
	Iteration 25Q: 3 clusters Score -1727449 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1727672.625000 Penalty: 4637.348633
	Iteration 26Q: 3 clusters Score -1727673 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1727906.000000 Penalty: 4637.348633
	Iteration 27Q: 3 clusters Score -1727906 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1728138.875000 Penalty: 4637.348633
	Iteration 28Q: 3 clusters Score -1728139 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1728299.750000 Penalty: 4637.348633
	Iteration 29Q: 3 clusters Score -1728300 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1728427.625000 Penalty: 4637.348633
	Iteration 30Q: 3 clusters Score -1728428 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1728544.250000 Penalty: 4637.348633
	Iteration 31Q: 3 clusters Score -1728544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1728633.500000 Penalty: 4637.348633
	Iteration 32Q: 3 clusters Score -1728634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1728699.250000 Penalty: 4637.348633
	Iteration 33Q: 3 clusters Score -1728699 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1728751.000000 Penalty: 4637.348633
	Iteration 34Q: 3 clusters Score -1728751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1728796.000000 Penalty: 4637.348633
	Iteration 35Q: 3 clusters Score -1728796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1728829.125000 Penalty: 4637.348633
	Iteration 36Q: 3 clusters Score -1728829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1728861.625000 Penalty: 4637.348633
	Iteration 37Q: 3 clusters Score -1728862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1728888.625000 Penalty: 4637.348633
	Iteration 38Q: 3 clusters Score -1728889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1728907.000000 Penalty: 4637.348633
	Iteration 39Q: 3 clusters Score -1728907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1728924.625000 Penalty: 4637.348633
	Iteration 40F: 3 clusters Score -1728925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1728940.375000 Penalty: 4637.348633
	Iteration 41Q: 3 clusters Score -1728940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1728954.750000 Penalty: 4637.348633
	Iteration 42Q: 3 clusters Score -1728955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1728965.750000 Penalty: 4637.348633
	Iteration 43Q: 3 clusters Score -1728966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1728975.875000 Penalty: 4637.348633
	Iteration 44Q: 3 clusters Score -1728976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1728984.125000 Penalty: 4637.348633
	Iteration 45Q: 3 clusters Score -1728984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1728990.000000 Penalty: 4637.348633
	Iteration 46Q: 3 clusters Score -1728990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1728997.750000 Penalty: 4637.348633
	Iteration 47Q: 3 clusters Score -1728998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1729005.375000 Penalty: 4637.348633
	Iteration 48Q: 3 clusters Score -1729005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1729010.125000 Penalty: 4637.348633
	Iteration 49Q: 3 clusters Score -1729010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1729019.000000 Penalty: 4637.348633
	Iteration 50Q: 3 clusters Score -1729019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1729025.625000 Penalty: 4637.348633
	Iteration 51Q: 3 clusters Score -1729026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1729030.000000 Penalty: 4637.348633
	Iteration 52Q: 3 clusters Score -1729030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1729033.500000 Penalty: 4637.348633
	Iteration 53Q: 3 clusters Score -1729034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1729036.625000 Penalty: 4637.348633
	Iteration 54Q: 3 clusters Score -1729037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1729040.875000 Penalty: 4637.348633
	Iteration 55Q: 3 clusters Score -1729041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1729046.000000 Penalty: 4637.348633
	Iteration 56Q: 3 clusters Score -1729046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1729048.125000 Penalty: 4637.348633
	Iteration 57Q: 3 clusters Score -1729048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1729052.375000 Penalty: 4637.348633
	Iteration 58Q: 3 clusters Score -1729052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1729052.625000 Penalty: 4637.348633
	Iteration 59Q: 3 clusters Score -1729053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1729055.125000 Penalty: 4637.348633
	Iteration 60F: 3 clusters Score -1729055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1729053.000000 Penalty: 4637.348633
	Iteration 61Q: 3 clusters Score -1729053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1729056.500000 Penalty: 4637.348633
	Iteration 62Q: 3 clusters Score -1729056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1729056.375000 Penalty: 4637.348633
	Iteration 63Q: 3 clusters Score -1729056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1729058.625000 Penalty: 4637.348633
	Iteration 64Q: 3 clusters Score -1729059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1729059.625000 Penalty: 4637.348633
	Iteration 65Q: 3 clusters Score -1729060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1729064.750000 Penalty: 4637.348633
	Iteration 66Q: 3 clusters Score -1729065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1729067.375000 Penalty: 4637.348633
	Iteration 67Q: 3 clusters Score -1729067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1729069.375000 Penalty: 4637.348633
	Iteration 68Q: 3 clusters Score -1729069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1729071.125000 Penalty: 4637.348633
	Iteration 69Q: 3 clusters Score -1729071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1729074.625000 Penalty: 4637.348633
	Iteration 70Q: 3 clusters Score -1729075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1729078.250000 Penalty: 4637.348633
	Iteration 71Q: 3 clusters Score -1729078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1729076.250000 Penalty: 4637.348633
	Iteration 72Q: 3 clusters Score -1729076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1729076.250000 Penalty: 4637.348633
	Iteration 73F: 3 clusters Score -1729076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -348340.968750 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -348341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -345510.218750 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -345510.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -346068.937500 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -346068.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -346236.500000 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -346236.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -346335.781250 Penalty: 3844.091309
	Iteration 3Q: 3 clusters Score -346335.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -346391.468750 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -346391.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346430.875000 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -346430.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -346469.187500 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -346469.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -346510.250000 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -346510.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -346564.375000 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -346564.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346607.937500 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -346607.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -346636.062500 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -346636.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -346661.593750 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -346661.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -346691.375000 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -346691.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -346709.250000 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -346709.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -346722.656250 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -346722.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -346732.625000 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -346732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -346741.937500 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -346741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -346752.781250 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -346752.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346765.593750 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -346765.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -346782.718750 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -346782.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -346798.531250 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -346798.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -346816.218750 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -346816.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -346827.781250 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -346827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -346833.906250 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -346833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -346837.531250 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -346837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -346840.031250 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -346840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -346841.343750 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -346841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -346842.906250 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -346842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -346846.093750 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -346846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346848.031250 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -346848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346849.437500 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -346849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -346851.000000 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -346851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -346852.750000 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -346852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346853.843750 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -346853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346853.843750 Penalty: 3844.091309
	Iteration 34F: 3 clusters Score -346853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Entering Unmasked Estep 
Score: -5771408.500000 Penalty: 2614.944336
	Iteration 0F: 2 clusters Score -5771408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5745721.000000 Penalty: 5229.888672
	Iteration 0F: 3 clusters Score -5745721 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5755006.000000 Penalty: 5229.888672
	Iteration 1F: 3 clusters Score -5755006 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5755521.500000 Penalty: 5229.888672
	Iteration 2Q: 3 clusters Score -5755522 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5756001.500000 Penalty: 5229.888672
	Iteration 3Q: 3 clusters Score -5756002 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5756499.000000 Penalty: 5229.888672
	Iteration 4Q: 3 clusters Score -5756499 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5757076.000000 Penalty: 5229.888672
	Iteration 5Q: 3 clusters Score -5757076 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -5757808.500000 Penalty: 5229.888672
	Iteration 6Q: 3 clusters Score -5757808 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5758702.000000 Penalty: 5229.888672
	Iteration 7Q: 3 clusters Score -5758702 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5759821.000000 Penalty: 5229.888672
	Iteration 8F: 3 clusters Score -5759821 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5761111.000000 Penalty: 5229.888672
	Iteration 9F: 3 clusters Score -5761111 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -5762518.500000 Penalty: 5229.888672
	Iteration 10F: 3 clusters Score -5762518 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5763991.000000 Penalty: 5229.888672
	Iteration 11F: 3 clusters Score -5763991 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -5765270.500000 Penalty: 5229.888672
	Iteration 12Q: 3 clusters Score -5765270 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5766388.500000 Penalty: 5229.888672
	Iteration 13Q: 3 clusters Score -5766388 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -5767271.000000 Penalty: 5229.888672
	Iteration 14Q: 3 clusters Score -5767271 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -5767832.500000 Penalty: 5229.888672
	Iteration 15Q: 3 clusters Score -5767832 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5768233.000000 Penalty: 5229.888672
	Iteration 16Q: 3 clusters Score -5768233 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5768503.500000 Penalty: 5229.888672
	Iteration 17Q: 3 clusters Score -5768504 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5768686.500000 Penalty: 5229.888672
	Iteration 18Q: 3 clusters Score -5768686 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5768786.000000 Penalty: 5229.888672
	Iteration 19Q: 3 clusters Score -5768786 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5768891.000000 Penalty: 5229.888672
	Iteration 20F: 3 clusters Score -5768891 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5768976.500000 Penalty: 5229.888672
	Iteration 21Q: 3 clusters Score -5768976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5769039.500000 Penalty: 5229.888672
	Iteration 22Q: 3 clusters Score -5769040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5769105.500000 Penalty: 5229.888672
	Iteration 23Q: 3 clusters Score -5769106 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5769149.500000 Penalty: 5229.888672
	Iteration 24Q: 3 clusters Score -5769150 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5769227.500000 Penalty: 5229.888672
	Iteration 25Q: 3 clusters Score -5769228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5769262.500000 Penalty: 5229.888672
	Iteration 26Q: 3 clusters Score -5769262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5769291.000000 Penalty: 5229.888672
	Iteration 27Q: 3 clusters Score -5769291 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5769317.500000 Penalty: 5229.888672
	Iteration 28Q: 3 clusters Score -5769318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5769328.000000 Penalty: 5229.888672
	Iteration 29Q: 3 clusters Score -5769328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5769335.500000 Penalty: 5229.888672
	Iteration 30Q: 3 clusters Score -5769336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5769359.000000 Penalty: 5229.888672
	Iteration 31Q: 3 clusters Score -5769359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5769367.500000 Penalty: 5229.888672
	Iteration 32Q: 3 clusters Score -5769368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5769389.500000 Penalty: 5229.888672
	Iteration 33Q: 3 clusters Score -5769390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5769380.500000 Penalty: 5229.888672
	Iteration 34Q: 3 clusters Score -5769380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5769396.500000 Penalty: 5229.888672
	Iteration 35Q: 3 clusters Score -5769396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5769411.000000 Penalty: 5229.888672
	Iteration 36Q: 3 clusters Score -5769411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5769405.000000 Penalty: 5229.888672
	Iteration 37Q: 3 clusters Score -5769405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5769411.500000 Penalty: 5229.888672
	Iteration 38Q: 3 clusters Score -5769412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5769418.000000 Penalty: 5229.888672
	Iteration 39Q: 3 clusters Score -5769418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5769405.000000 Penalty: 5229.888672
	Iteration 40F: 3 clusters Score -5769405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5769408.500000 Penalty: 5229.888672
	Iteration 41Q: 3 clusters Score -5769408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5769415.000000 Penalty: 5229.888672
	Iteration 42Q: 3 clusters Score -5769415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5769409.500000 Penalty: 5229.888672
	Iteration 43Q: 3 clusters Score -5769410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5769410.500000 Penalty: 5229.888672
	Iteration 44Q: 3 clusters Score -5769410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5769418.000000 Penalty: 5229.888672
	Iteration 45Q: 3 clusters Score -5769418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5769420.500000 Penalty: 5229.888672
	Iteration 46Q: 3 clusters Score -5769420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5769414.500000 Penalty: 5229.888672
	Iteration 47Q: 3 clusters Score -5769414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5769415.500000 Penalty: 5229.888672
	Iteration 48Q: 3 clusters Score -5769416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5769420.000000 Penalty: 5229.888672
	Iteration 49Q: 3 clusters Score -5769420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5769422.000000 Penalty: 5229.888672
	Iteration 50Q: 3 clusters Score -5769422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5769421.000000 Penalty: 5229.888672
	Iteration 51Q: 3 clusters Score -5769421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5769422.000000 Penalty: 5229.888672
	Iteration 52Q: 3 clusters Score -5769422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5769420.500000 Penalty: 5229.888672
	Iteration 53Q: 3 clusters Score -5769420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5769423.000000 Penalty: 5229.888672
	Iteration 54Q: 3 clusters Score -5769423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5769425.000000 Penalty: 5229.888672
	Iteration 55Q: 3 clusters Score -5769425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5769426.500000 Penalty: 5229.888672
	Iteration 56Q: 3 clusters Score -5769426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5769434.500000 Penalty: 5229.888672
	Iteration 57Q: 3 clusters Score -5769434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5769431.500000 Penalty: 5229.888672
	Iteration 58Q: 3 clusters Score -5769432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5769430.500000 Penalty: 5229.888672
	Iteration 59Q: 3 clusters Score -5769430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5769434.500000 Penalty: 5229.888672
	Iteration 60F: 3 clusters Score -5769434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5769437.000000 Penalty: 5229.888672
	Iteration 61Q: 3 clusters Score -5769437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5769439.500000 Penalty: 5229.888672
	Iteration 62Q: 3 clusters Score -5769440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5769434.500000 Penalty: 5229.888672
	Iteration 63Q: 3 clusters Score -5769434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5769440.500000 Penalty: 5229.888672
	Iteration 64Q: 3 clusters Score -5769440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5769438.000000 Penalty: 5229.888672
	Iteration 65Q: 3 clusters Score -5769438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5769434.000000 Penalty: 5229.888672
	Iteration 66Q: 3 clusters Score -5769434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5769437.000000 Penalty: 5229.888672
	Iteration 67Q: 3 clusters Score -5769437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5769437.000000 Penalty: 5229.888672
	Iteration 68F: 3 clusters Score -5769437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -259130.125000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -259130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -256663.828125 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -256663.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257121.406250 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -257121.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -257244.359375 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -257244.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257311.562500 Penalty: 3716.132812
	Iteration 3Q: 3 clusters Score -257311.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -257356.421875 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -257356.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -257400.328125 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -257400.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -257452.625000 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -257452.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -257517.921875 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -257517.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -257579.109375 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -257579.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -257624.125000 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -257624.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -257656.156250 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -257656.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257692.406250 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -257692.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -257741.750000 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -257741.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257792.796875 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -257792.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257833.859375 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -257833.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257859.421875 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -257859.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -257875.328125 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -257875.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -257895.265625 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -257895.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -257925.062500 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -257925.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -257957.687500 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -257957.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -257986.406250 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -257986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -258003.859375 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -258003.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -258021.046875 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -258021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -258036.296875 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -258036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -258059.031250 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -258059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -258078.046875 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -258078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -258084.140625 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -258084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -258091.484375 Penalty: 3716.132812
	Iteration 27Q: 3 clusters Score -258091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -258096.437500 Penalty: 3716.132812
	Iteration 28Q: 3 clusters Score -258096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -258102.593750 Penalty: 3716.132812
	Iteration 29Q: 3 clusters Score -258102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -258113.281250 Penalty: 3716.132812
	Iteration 30Q: 3 clusters Score -258113.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -258124.390625 Penalty: 3716.132812
	Iteration 31Q: 3 clusters Score -258124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -258136.093750 Penalty: 3716.132812
	Iteration 32Q: 3 clusters Score -258136.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -258154.593750 Penalty: 3716.132812
	Iteration 33Q: 3 clusters Score -258154.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -258170.343750 Penalty: 3716.132812
	Iteration 34Q: 3 clusters Score -258170.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -258186.250000 Penalty: 3716.132812
	Iteration 35Q: 3 clusters Score -258186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258194.421875 Penalty: 3716.132812
	Iteration 36Q: 3 clusters Score -258194.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258202.093750 Penalty: 3716.132812
	Iteration 37Q: 3 clusters Score -258202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258212.453125 Penalty: 3716.132812
	Iteration 38Q: 3 clusters Score -258212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258225.703125 Penalty: 3716.132812
	Iteration 39Q: 3 clusters Score -258225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -258232.046875 Penalty: 3716.132812
	Iteration 40F: 3 clusters Score -258232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258240.703125 Penalty: 3716.132812
	Iteration 41Q: 3 clusters Score -258240.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -258252.562500 Penalty: 3716.132812
	Iteration 42Q: 3 clusters Score -258252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -258262.937500 Penalty: 3716.132812
	Iteration 43Q: 3 clusters Score -258262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258270.343750 Penalty: 3716.132812
	Iteration 44Q: 3 clusters Score -258270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258272.953125 Penalty: 3716.132812
	Iteration 45Q: 3 clusters Score -258273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258273.328125 Penalty: 3716.132812
	Iteration 46Q: 3 clusters Score -258273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258273.328125 Penalty: 3716.132812
	Iteration 47F: 3 clusters Score -258273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Entering Unmasked Estep 
Score: -16948324.000000 Penalty: 2879.778564
	Iteration 0F: 2 clusters Score -1.694832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -16875516.000000 Penalty: 5759.557129
	Iteration 0F: 3 clusters Score -1.687552e+07 nChanged 52218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -16905636.000000 Penalty: 5759.557129
	Iteration 1F: 3 clusters Score -1.690564e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -16907536.000000 Penalty: 5759.557129
	Iteration 2Q: 3 clusters Score -1.690754e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -16910190.000000 Penalty: 5759.557129
	Iteration 3Q: 3 clusters Score -1.691019e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -16913808.000000 Penalty: 5759.557129
	Iteration 4F: 3 clusters Score -1.691381e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -16918206.000000 Penalty: 5759.557129
	Iteration 5F: 3 clusters Score -1.691821e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -16923034.000000 Penalty: 5759.557129
	Iteration 6F: 3 clusters Score -1.692303e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -16927776.000000 Penalty: 5759.557129
	Iteration 7F: 3 clusters Score -1.692778e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -16932210.000000 Penalty: 5759.557129
	Iteration 8F: 3 clusters Score -1.693221e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -16935648.000000 Penalty: 5759.557129
	Iteration 9Q: 3 clusters Score -1.693565e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -16937778.000000 Penalty: 5759.557129
	Iteration 10Q: 3 clusters Score -1.693778e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -16939250.000000 Penalty: 5759.557129
	Iteration 11Q: 3 clusters Score -1.693925e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -16940238.000000 Penalty: 5759.557129
	Iteration 12Q: 3 clusters Score -1.694024e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -16941200.000000 Penalty: 5759.557129
	Iteration 13Q: 3 clusters Score -1.69412e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -16941990.000000 Penalty: 5759.557129
	Iteration 14Q: 3 clusters Score -1.694199e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -16942510.000000 Penalty: 5759.557129
	Iteration 15Q: 3 clusters Score -1.694251e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -16942882.000000 Penalty: 5759.557129
	Iteration 16Q: 3 clusters Score -1.694288e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -16943266.000000 Penalty: 5759.557129
	Iteration 17Q: 3 clusters Score -1.694327e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -16943574.000000 Penalty: 5759.557129
	Iteration 18Q: 3 clusters Score -1.694357e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -16943788.000000 Penalty: 5759.557129
	Iteration 19Q: 3 clusters Score -1.694379e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -16943970.000000 Penalty: 5759.557129
	Iteration 20F: 3 clusters Score -1.694397e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -16944096.000000 Penalty: 5759.557129
	Iteration 21Q: 3 clusters Score -1.69441e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -16944220.000000 Penalty: 5759.557129
	Iteration 22Q: 3 clusters Score -1.694422e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -16944296.000000 Penalty: 5759.557129
	Iteration 23Q: 3 clusters Score -1.69443e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -16944492.000000 Penalty: 5759.557129
	Iteration 24Q: 3 clusters Score -1.694449e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -16944568.000000 Penalty: 5759.557129
	Iteration 25Q: 3 clusters Score -1.694457e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -16944682.000000 Penalty: 5759.557129
	Iteration 26Q: 3 clusters Score -1.694468e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -16944746.000000 Penalty: 5759.557129
	Iteration 27Q: 3 clusters Score -1.694475e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -16944824.000000 Penalty: 5759.557129
	Iteration 28Q: 3 clusters Score -1.694482e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -16944854.000000 Penalty: 5759.557129
	Iteration 29Q: 3 clusters Score -1.694485e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -16944922.000000 Penalty: 5759.557129
	Iteration 30Q: 3 clusters Score -1.694492e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -16944950.000000 Penalty: 5759.557129
	Iteration 31Q: 3 clusters Score -1.694495e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -16945054.000000 Penalty: 5759.557129
	Iteration 32Q: 3 clusters Score -1.694505e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -16945082.000000 Penalty: 5759.557129
	Iteration 33Q: 3 clusters Score -1.694508e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -16945152.000000 Penalty: 5759.557129
	Iteration 34Q: 3 clusters Score -1.694515e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101737 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -16945178.000000 Penalty: 5759.557129
	Iteration 35Q: 3 clusters Score -1.694518e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -16945186.000000 Penalty: 5759.557129
	Iteration 36Q: 3 clusters Score -1.694519e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -16945220.000000 Penalty: 5759.557129
	Iteration 37Q: 3 clusters Score -1.694522e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -16945272.000000 Penalty: 5759.557129
	Iteration 38Q: 3 clusters Score -1.694527e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -16945286.000000 Penalty: 5759.557129
	Iteration 39Q: 3 clusters Score -1.694529e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -16945308.000000 Penalty: 5759.557129
	Iteration 40F: 3 clusters Score -1.694531e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -16945342.000000 Penalty: 5759.557129
	Iteration 41Q: 3 clusters Score -1.694534e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -16945354.000000 Penalty: 5759.557129
	Iteration 42Q: 3 clusters Score -1.694535e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -16945376.000000 Penalty: 5759.557129
	Iteration 43Q: 3 clusters Score -1.694538e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -16945418.000000 Penalty: 5759.557129
	Iteration 44Q: 3 clusters Score -1.694542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -16945444.000000 Penalty: 5759.557129
	Iteration 45Q: 3 clusters Score -1.694544e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -16945482.000000 Penalty: 5759.557129
	Iteration 46Q: 3 clusters Score -1.694548e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -16945496.000000 Penalty: 5759.557129
	Iteration 47Q: 3 clusters Score -1.69455e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -16945512.000000 Penalty: 5759.557129
	Iteration 48Q: 3 clusters Score -1.694551e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -16945516.000000 Penalty: 5759.557129
	Iteration 49Q: 3 clusters Score -1.694552e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -16945552.000000 Penalty: 5759.557129
	Iteration 50Q: 3 clusters Score -1.694555e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -16945578.000000 Penalty: 5759.557129
	Iteration 51Q: 3 clusters Score -1.694558e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -16945564.000000 Penalty: 5759.557129
	Iteration 52Q: 3 clusters Score -1.694556e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -16945596.000000 Penalty: 5759.557129
	Iteration 53Q: 3 clusters Score -1.69456e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -16945632.000000 Penalty: 5759.557129
	Iteration 54Q: 3 clusters Score -1.694563e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -16945624.000000 Penalty: 5759.557129
	Iteration 55Q: 3 clusters Score -1.694562e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -16945654.000000 Penalty: 5759.557129
	Iteration 56Q: 3 clusters Score -1.694565e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -16945654.000000 Penalty: 5759.557129
	Iteration 57Q: 3 clusters Score -1.694565e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -16945684.000000 Penalty: 5759.557129
	Iteration 58Q: 3 clusters Score -1.694568e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -16945690.000000 Penalty: 5759.557129
	Iteration 59Q: 3 clusters Score -1.694569e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -16945694.000000 Penalty: 5759.557129
	Iteration 60F: 3 clusters Score -1.694569e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -16945758.000000 Penalty: 5759.557129
	Iteration 61Q: 3 clusters Score -1.694576e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105613 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -16945804.000000 Penalty: 5759.557129
	Iteration 62Q: 3 clusters Score -1.69458e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -16945894.000000 Penalty: 5759.557129
	Iteration 63Q: 3 clusters Score -1.694589e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -16945934.000000 Penalty: 5759.557129
	Iteration 64Q: 3 clusters Score -1.694593e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -16945972.000000 Penalty: 5759.557129
	Iteration 65Q: 3 clusters Score -1.694597e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -16946024.000000 Penalty: 5759.557129
	Iteration 66Q: 3 clusters Score -1.694602e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -16946088.000000 Penalty: 5759.557129
	Iteration 67Q: 3 clusters Score -1.694609e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -16946202.000000 Penalty: 5759.557129
	Iteration 68Q: 3 clusters Score -1.69462e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -16946308.000000 Penalty: 5759.557129
	Iteration 69Q: 3 clusters Score -1.694631e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -16946414.000000 Penalty: 5759.557129
	Iteration 70Q: 3 clusters Score -1.694641e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -16946484.000000 Penalty: 5759.557129
	Iteration 71Q: 3 clusters Score -1.694648e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -16946546.000000 Penalty: 5759.557129
	Iteration 72Q: 3 clusters Score -1.694655e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -16946574.000000 Penalty: 5759.557129
	Iteration 73Q: 3 clusters Score -1.694657e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -16946604.000000 Penalty: 5759.557129
	Iteration 74Q: 3 clusters Score -1.69466e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -16946604.000000 Penalty: 5759.557129
	Iteration 75Q: 3 clusters Score -1.69466e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -16946608.000000 Penalty: 5759.557129
	Iteration 76Q: 3 clusters Score -1.694661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -16946628.000000 Penalty: 5759.557129
	Iteration 77Q: 3 clusters Score -1.694663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -16946612.000000 Penalty: 5759.557129
	Iteration 78Q: 3 clusters Score -1.694661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -16946612.000000 Penalty: 5759.557129
	Iteration 79Q: 3 clusters Score -1.694661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -16946632.000000 Penalty: 5759.557129
	Iteration 80F: 3 clusters Score -1.694663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -16946642.000000 Penalty: 5759.557129
	Iteration 81Q: 3 clusters Score -1.694664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -16946632.000000 Penalty: 5759.557129
	Iteration 82Q: 3 clusters Score -1.694663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -16946636.000000 Penalty: 5759.557129
	Iteration 83Q: 3 clusters Score -1.694664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16946638.000000 Penalty: 5759.557129
	Iteration 84Q: 3 clusters Score -1.694664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16946636.000000 Penalty: 5759.557129
	Iteration 85Q: 3 clusters Score -1.694664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -16946638.000000 Penalty: 5759.557129
	Iteration 86Q: 3 clusters Score -1.694664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -16946658.000000 Penalty: 5759.557129
	Iteration 87Q: 3 clusters Score -1.694666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -16946646.000000 Penalty: 5759.557129
	Iteration 88Q: 3 clusters Score -1.694665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -16946662.000000 Penalty: 5759.557129
	Iteration 89Q: 3 clusters Score -1.694666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16946654.000000 Penalty: 5759.557129
	Iteration 90Q: 3 clusters Score -1.694665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16946654.000000 Penalty: 5759.557129
	Iteration 91Q: 3 clusters Score -1.694665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16946664.000000 Penalty: 5759.557129
	Iteration 92Q: 3 clusters Score -1.694666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16946666.000000 Penalty: 5759.557129
	Iteration 93Q: 3 clusters Score -1.694667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -16946666.000000 Penalty: 5759.557129
	Iteration 94Q: 3 clusters Score -1.694667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -16946666.000000 Penalty: 5759.557129
	Iteration 95F: 3 clusters Score -1.694667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -262171.750000 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -262171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -259687.312500 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -259687.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -260218.875000 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -260218.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -260409.156250 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -260409.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -260618.265625 Penalty: 3735.649902
	Iteration 3F: 3 clusters Score -260618.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -260739.421875 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -260739.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -260799.468750 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -260799.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260839.421875 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -260839.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -260863.140625 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -260863.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -260877.750000 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -260877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -260892.484375 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -260892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -260904.296875 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -260904.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -260915.187500 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -260915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -260920.015625 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -260920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -260921.609375 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -260921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260924.500000 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -260924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -260926.687500 Penalty: 3735.649902
	Iteration 15Q: 3 clusters Score -260926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -260930.046875 Penalty: 3735.649902
	Iteration 16Q: 3 clusters Score -260930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -260930.656250 Penalty: 3735.649902
	Iteration 17Q: 3 clusters Score -260930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -260931.031250 Penalty: 3735.649902
	Iteration 18Q: 3 clusters Score -260931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -260931.031250 Penalty: 3735.649902
	Iteration 19F: 3 clusters Score -260931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -73528.734375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -73528.73 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 264 members 
Entering Unmasked Estep 
Score: -71995.593750 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -71995.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72210.296875 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -72210.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72288.078125 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -72288.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72312.906250 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -72312.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72322.015625 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -72322.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72323.351562 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -72323.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72324.726562 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -72324.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72324.726562 Penalty: 3126.099121
	Iteration 7F: 3 clusters Score -72324.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -348018.406250 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -348018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -345171.531250 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -345171.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -345760.406250 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -345760.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346087.218750 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -346087.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -346517.250000 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -346517.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -346961.500000 Penalty: 3859.444580
	Iteration 4F: 3 clusters Score -346961.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -347287.312500 Penalty: 3859.444580
	Iteration 5F: 3 clusters Score -347287.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -347474.031250 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -347474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -347616.843750 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -347616.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347694.031250 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -347694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -347762.500000 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -347762.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -347801.031250 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -347801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -347814.187500 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -347814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -347818.875000 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -347818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -347820.812500 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -347820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -347823.062500 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -347823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -347823.718750 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -347823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -347824.250000 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -347824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -347824.250000 Penalty: 3859.444580
	Iteration 17F: 3 clusters Score -347824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -156525.421875 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -156525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -154487.531250 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -154487.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -154777.703125 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -154777.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -154857.796875 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -154857.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154915.546875 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -154915.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154953.687500 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -154953.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154980.968750 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -154981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154992.562500 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -154992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155002.203125 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -155002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155009.578125 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -155009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155016.750000 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -155016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155023.968750 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -155024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155036.937500 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -155036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155043.640625 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -155043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155052.140625 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -155052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155057.609375 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -155057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155060.156250 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -155060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155065.718750 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -155065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155079.218750 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -155079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155087.187500 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -155087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155107.984375 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -155108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155129.375000 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -155129.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155146.718750 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -155146.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155156.687500 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -155156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155164.843750 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -155164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155174.796875 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -155174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155177.250000 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -155177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155177.812500 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -155177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155177.812500 Penalty: 3482.900391
	Iteration 27F: 3 clusters Score -155177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Entering Unmasked Estep 
Score: -6770502.000000 Penalty: 2652.401367
	Iteration 0F: 2 clusters Score -6770502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -6740556.000000 Penalty: 5304.802734
	Iteration 0F: 3 clusters Score -6740556 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -6751996.500000 Penalty: 5304.802734
	Iteration 1F: 3 clusters Score -6751996 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -6753051.500000 Penalty: 5304.802734
	Iteration 2F: 3 clusters Score -6753052 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -6754563.500000 Penalty: 5304.802734
	Iteration 3F: 3 clusters Score -6754564 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -6756876.500000 Penalty: 5304.802734
	Iteration 4F: 3 clusters Score -6756876 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -6760218.500000 Penalty: 5304.802734
	Iteration 5F: 3 clusters Score -6760218 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -6763646.500000 Penalty: 5304.802734
	Iteration 6F: 3 clusters Score -6763646 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -6766097.000000 Penalty: 5304.802734
	Iteration 7F: 3 clusters Score -6766097 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -6767359.000000 Penalty: 5304.802734
	Iteration 8Q: 3 clusters Score -6767359 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6767849.000000 Penalty: 5304.802734
	Iteration 9Q: 3 clusters Score -6767849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6768016.500000 Penalty: 5304.802734
	Iteration 10Q: 3 clusters Score -6768016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6768104.000000 Penalty: 5304.802734
	Iteration 11Q: 3 clusters Score -6768104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6768133.500000 Penalty: 5304.802734
	Iteration 12Q: 3 clusters Score -6768134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -6768154.500000 Penalty: 5304.802734
	Iteration 13Q: 3 clusters Score -6768154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6768171.000000 Penalty: 5304.802734
	Iteration 14Q: 3 clusters Score -6768171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -6768188.500000 Penalty: 5304.802734
	Iteration 15Q: 3 clusters Score -6768188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -6768202.500000 Penalty: 5304.802734
	Iteration 16Q: 3 clusters Score -6768202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6768207.500000 Penalty: 5304.802734
	Iteration 17Q: 3 clusters Score -6768208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6768208.000000 Penalty: 5304.802734
	Iteration 18Q: 3 clusters Score -6768208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6768225.500000 Penalty: 5304.802734
	Iteration 19Q: 3 clusters Score -6768226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -6768222.000000 Penalty: 5304.802734
	Iteration 20F: 3 clusters Score -6768222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -292300.562500 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -292300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289712.500000 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -289712.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290197.593750 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -290197.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -290317.125000 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -290317.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -290388.781250 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -290388.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290448.593750 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -290448.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290499.125000 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -290499.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290543.531250 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -290543.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -290587.062500 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -290587.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -290623.718750 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -290623.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290646.250000 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -290646.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -290666.937500 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -290666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290686.625000 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -290686.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290708.031250 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -290708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -290721.437500 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -290721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -290729.062500 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -290729.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290735.125000 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -290735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290740.531250 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -290740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -290743.062500 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -290743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -290746.406250 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -290746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290748.031250 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -290748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290750.968750 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -290751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290754.593750 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -290754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -290756.968750 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -290757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -290758.593750 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -290758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -290763.281250 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -290763.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -290768.125000 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -290768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290771.093750 Penalty: 3766.313721
	Iteration 26Q: 3 clusters Score -290771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290772.875000 Penalty: 3766.313721
	Iteration 27Q: 3 clusters Score -290772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -290774.156250 Penalty: 3766.313721
	Iteration 28Q: 3 clusters Score -290774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -290777.093750 Penalty: 3766.313721
	Iteration 29Q: 3 clusters Score -290777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290779.156250 Penalty: 3766.313721
	Iteration 30Q: 3 clusters Score -290779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -290782.468750 Penalty: 3766.313721
	Iteration 31Q: 3 clusters Score -290782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -290784.343750 Penalty: 3766.313721
	Iteration 32Q: 3 clusters Score -290784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -290784.937500 Penalty: 3766.313721
	Iteration 33Q: 3 clusters Score -290784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -290785.187500 Penalty: 3766.313721
	Iteration 34Q: 3 clusters Score -290785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -290786.093750 Penalty: 3766.313721
	Iteration 35Q: 3 clusters Score -290786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290787.593750 Penalty: 3766.313721
	Iteration 36Q: 3 clusters Score -290787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -290789.875000 Penalty: 3766.313721
	Iteration 37Q: 3 clusters Score -290789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -290794.187500 Penalty: 3766.313721
	Iteration 38Q: 3 clusters Score -290794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -290797.843750 Penalty: 3766.313721
	Iteration 39Q: 3 clusters Score -290797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290803.437500 Penalty: 3766.313721
	Iteration 40F: 3 clusters Score -290803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -290805.500000 Penalty: 3766.313721
	Iteration 41Q: 3 clusters Score -290805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290806.562500 Penalty: 3766.313721
	Iteration 42Q: 3 clusters Score -290806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -290807.343750 Penalty: 3766.313721
	Iteration 43Q: 3 clusters Score -290807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -290809.562500 Penalty: 3766.313721
	Iteration 44Q: 3 clusters Score -290809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -290810.968750 Penalty: 3766.313721
	Iteration 45Q: 3 clusters Score -290811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -290811.468750 Penalty: 3766.313721
	Iteration 46Q: 3 clusters Score -290811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -290812.187500 Penalty: 3766.313721
	Iteration 47Q: 3 clusters Score -290812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -290812.937500 Penalty: 3766.313721
	Iteration 48Q: 3 clusters Score -290812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -290812.937500 Penalty: 3766.313721
	Iteration 49F: 3 clusters Score -290812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -1000437.750000 Penalty: 2176.029541
	Iteration 0F: 2 clusters Score -1000438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -994952.812500 Penalty: 4352.059082
	Iteration 0F: 3 clusters Score -994952.8 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -996409.687500 Penalty: 4352.059082
	Iteration 1F: 3 clusters Score -996409.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -996647.937500 Penalty: 4352.059082
	Iteration 2F: 3 clusters Score -996647.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -996812.375000 Penalty: 4352.059082
	Iteration 3F: 3 clusters Score -996812.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -996919.875000 Penalty: 4352.059082
	Iteration 4Q: 3 clusters Score -996919.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -997001.812500 Penalty: 4352.059082
	Iteration 5Q: 3 clusters Score -997001.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -997059.187500 Penalty: 4352.059082
	Iteration 6Q: 3 clusters Score -997059.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -997101.937500 Penalty: 4352.059082
	Iteration 7Q: 3 clusters Score -997101.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -997136.687500 Penalty: 4352.059082
	Iteration 8Q: 3 clusters Score -997136.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -997181.687500 Penalty: 4352.059082
	Iteration 9Q: 3 clusters Score -997181.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -997222.812500 Penalty: 4352.059082
	Iteration 10Q: 3 clusters Score -997222.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -997258.687500 Penalty: 4352.059082
	Iteration 11Q: 3 clusters Score -997258.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -997288.875000 Penalty: 4352.059082
	Iteration 12Q: 3 clusters Score -997288.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -997311.312500 Penalty: 4352.059082
	Iteration 13Q: 3 clusters Score -997311.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -997329.750000 Penalty: 4352.059082
	Iteration 14Q: 3 clusters Score -997329.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -997341.375000 Penalty: 4352.059082
	Iteration 15Q: 3 clusters Score -997341.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -997353.062500 Penalty: 4352.059082
	Iteration 16Q: 3 clusters Score -997353.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -997361.250000 Penalty: 4352.059082
	Iteration 17Q: 3 clusters Score -997361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -997367.812500 Penalty: 4352.059082
	Iteration 18Q: 3 clusters Score -997367.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -997373.062500 Penalty: 4352.059082
	Iteration 19Q: 3 clusters Score -997373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -997378.562500 Penalty: 4352.059082
	Iteration 20F: 3 clusters Score -997378.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -997390.500000 Penalty: 4352.059082
	Iteration 21Q: 3 clusters Score -997390.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -997402.937500 Penalty: 4352.059082
	Iteration 22Q: 3 clusters Score -997402.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -997414.750000 Penalty: 4352.059082
	Iteration 23Q: 3 clusters Score -997414.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -997423.750000 Penalty: 4352.059082
	Iteration 24Q: 3 clusters Score -997423.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -997432.625000 Penalty: 4352.059082
	Iteration 25Q: 3 clusters Score -997432.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -997441.875000 Penalty: 4352.059082
	Iteration 26Q: 3 clusters Score -997441.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -997457.812500 Penalty: 4352.059082
	Iteration 27Q: 3 clusters Score -997457.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -997471.687500 Penalty: 4352.059082
	Iteration 28Q: 3 clusters Score -997471.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -997483.750000 Penalty: 4352.059082
	Iteration 29Q: 3 clusters Score -997483.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -997503.812500 Penalty: 4352.059082
	Iteration 30Q: 3 clusters Score -997503.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -997522.000000 Penalty: 4352.059082
	Iteration 31Q: 3 clusters Score -997522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -997539.875000 Penalty: 4352.059082
	Iteration 32Q: 3 clusters Score -997539.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -997553.187500 Penalty: 4352.059082
	Iteration 33Q: 3 clusters Score -997553.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -997569.937500 Penalty: 4352.059082
	Iteration 34Q: 3 clusters Score -997569.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -997586.500000 Penalty: 4352.059082
	Iteration 35Q: 3 clusters Score -997586.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -997606.375000 Penalty: 4352.059082
	Iteration 36Q: 3 clusters Score -997606.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -997624.187500 Penalty: 4352.059082
	Iteration 37Q: 3 clusters Score -997624.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -997642.812500 Penalty: 4352.059082
	Iteration 38Q: 3 clusters Score -997642.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -997660.125000 Penalty: 4352.059082
	Iteration 39Q: 3 clusters Score -997660.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -997683.500000 Penalty: 4352.059082
	Iteration 40F: 3 clusters Score -997683.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -997702.500000 Penalty: 4352.059082
	Iteration 41Q: 3 clusters Score -997702.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -997718.375000 Penalty: 4352.059082
	Iteration 42Q: 3 clusters Score -997718.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -997741.000000 Penalty: 4352.059082
	Iteration 43Q: 3 clusters Score -997741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -997761.437500 Penalty: 4352.059082
	Iteration 44Q: 3 clusters Score -997761.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -997781.500000 Penalty: 4352.059082
	Iteration 45Q: 3 clusters Score -997781.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -997807.875000 Penalty: 4352.059082
	Iteration 46Q: 3 clusters Score -997807.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -997842.750000 Penalty: 4352.059082
	Iteration 47Q: 3 clusters Score -997842.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -997878.187500 Penalty: 4352.059082
	Iteration 48Q: 3 clusters Score -997878.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -997914.000000 Penalty: 4352.059082
	Iteration 49Q: 3 clusters Score -997914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -997947.687500 Penalty: 4352.059082
	Iteration 50Q: 3 clusters Score -997947.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -997988.187500 Penalty: 4352.059082
	Iteration 51Q: 3 clusters Score -997988.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -998031.812500 Penalty: 4352.059082
	Iteration 52Q: 3 clusters Score -998031.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -998086.687500 Penalty: 4352.059082
	Iteration 53Q: 3 clusters Score -998086.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -998134.812500 Penalty: 4352.059082
	Iteration 54Q: 3 clusters Score -998134.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -998172.875000 Penalty: 4352.059082
	Iteration 55Q: 3 clusters Score -998172.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -998206.000000 Penalty: 4352.059082
	Iteration 56Q: 3 clusters Score -998206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -998235.937500 Penalty: 4352.059082
	Iteration 57Q: 3 clusters Score -998235.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -998254.000000 Penalty: 4352.059082
	Iteration 58Q: 3 clusters Score -998254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -998279.000000 Penalty: 4352.059082
	Iteration 59Q: 3 clusters Score -998279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -998296.125000 Penalty: 4352.059082
	Iteration 60F: 3 clusters Score -998296.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -998309.250000 Penalty: 4352.059082
	Iteration 61Q: 3 clusters Score -998309.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -998317.562500 Penalty: 4352.059082
	Iteration 62Q: 3 clusters Score -998317.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -998324.750000 Penalty: 4352.059082
	Iteration 63Q: 3 clusters Score -998324.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -998328.937500 Penalty: 4352.059082
	Iteration 64Q: 3 clusters Score -998328.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -998336.500000 Penalty: 4352.059082
	Iteration 65Q: 3 clusters Score -998336.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -998342.562500 Penalty: 4352.059082
	Iteration 66Q: 3 clusters Score -998342.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -998347.375000 Penalty: 4352.059082
	Iteration 67Q: 3 clusters Score -998347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -998354.250000 Penalty: 4352.059082
	Iteration 68Q: 3 clusters Score -998354.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -998359.875000 Penalty: 4352.059082
	Iteration 69Q: 3 clusters Score -998359.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -998365.125000 Penalty: 4352.059082
	Iteration 70Q: 3 clusters Score -998365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -998367.875000 Penalty: 4352.059082
	Iteration 71Q: 3 clusters Score -998367.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -998370.812500 Penalty: 4352.059082
	Iteration 72Q: 3 clusters Score -998370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -998372.062500 Penalty: 4352.059082
	Iteration 73Q: 3 clusters Score -998372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -998375.812500 Penalty: 4352.059082
	Iteration 74Q: 3 clusters Score -998375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -998378.500000 Penalty: 4352.059082
	Iteration 75Q: 3 clusters Score -998378.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -998381.375000 Penalty: 4352.059082
	Iteration 76Q: 3 clusters Score -998381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -998386.750000 Penalty: 4352.059082
	Iteration 77Q: 3 clusters Score -998386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -998393.437500 Penalty: 4352.059082
	Iteration 78Q: 3 clusters Score -998393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -998394.687500 Penalty: 4352.059082
	Iteration 79Q: 3 clusters Score -998394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -998399.500000 Penalty: 4352.059082
	Iteration 80F: 3 clusters Score -998399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -998401.687500 Penalty: 4352.059082
	Iteration 81Q: 3 clusters Score -998401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -998404.000000 Penalty: 4352.059082
	Iteration 82Q: 3 clusters Score -998404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -998404.312500 Penalty: 4352.059082
	Iteration 83Q: 3 clusters Score -998404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -998406.187500 Penalty: 4352.059082
	Iteration 84Q: 3 clusters Score -998406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -998407.062500 Penalty: 4352.059082
	Iteration 85Q: 3 clusters Score -998407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -998409.687500 Penalty: 4352.059082
	Iteration 86Q: 3 clusters Score -998409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -998410.750000 Penalty: 4352.059082
	Iteration 87Q: 3 clusters Score -998410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -998410.750000 Penalty: 4352.059082
	Iteration 88F: 3 clusters Score -998410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -212010.375000 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -212010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -209744.703125 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -209744.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -210192.843750 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -210192.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -210332.468750 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -210332.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -210423.968750 Penalty: 3621.034424
	Iteration 3Q: 3 clusters Score -210424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -210485.859375 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -210485.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -210539.078125 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -210539.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -210573.562500 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -210573.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -210588.312500 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -210588.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -210599.171875 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -210599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -210606.593750 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -210606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -210609.328125 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -210609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -210610.343750 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -210610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -210610.500000 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -210610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -210610.500000 Penalty: 3621.034424
	Iteration 13F: 3 clusters Score -210610.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24651.402344 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -24651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23679.468750 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23679.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24046.308594 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -24046.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24203.355469 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24203.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24350.558594 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -24350.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24641.722656 Penalty: 2815.669922
	Iteration 4F: 3 clusters Score -24641.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24821.767578 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24821.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24921.238281 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24921.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25008.111328 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -25008.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25009.451172 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -25009.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25009.451172 Penalty: 2815.669922
	Iteration 9F: 3 clusters Score -25009.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 94 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148766 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24288 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 198 members 
Entering Unmasked Estep 
Score: -70342200.000000 Penalty: 139297.500000
Splitting cluster 22 changes total score from -70343600.000000 to -70342200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -35956.050781 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -35956.05 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 173 members 
Entering Unmasked Estep 
Score: -34917.074219 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -34917.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35204.023438 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -35204.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35429.578125 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -35429.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35526.335938 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -35526.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35556.718750 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -35556.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35574.566406 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -35574.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35579.363281 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -35579.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35589.222656 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -35589.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35597.640625 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -35597.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35609.125000 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -35609.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35619.562500 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -35619.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35620.984375 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -35620.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35627.847656 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -35627.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35627.847656 Penalty: 2892.613770
	Iteration 13F: 3 clusters Score -35627.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -110712.156250 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -110712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108880.617188 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -108880.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109295.664062 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -109295.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -109643.679688 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -109643.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -109896.335938 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -109896.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110087.898438 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -110087.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110215.523438 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -110215.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110275.015625 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -110275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110308.554688 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -110308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -110330.953125 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -110331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110350.000000 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -110350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110364.445312 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -110364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110369.695312 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -110369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110371.734375 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -110371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110372.914062 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -110372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110372.914062 Penalty: 3393.970947
	Iteration 14F: 3 clusters Score -110372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -330133.718750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -330133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -327392.312500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -327392.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -327862.031250 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -327862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -327988.218750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -327988.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -328059.781250 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -328059.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -328096.375000 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -328096.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -328123.687500 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -328123.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -328138.968750 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -328139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -328155.750000 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -328155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -328170.562500 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -328170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -328179.718750 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -328179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -328185.343750 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -328185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -328189.031250 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -328189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -328190.968750 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -328191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -328192.500000 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -328192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -328194.125000 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -328194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -328196.750000 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -328196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -328196.906250 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -328196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -328196.906250 Penalty: 3819.571045
	Iteration 17F: 3 clusters Score -328196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -179221.875000 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -179221.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177122.562500 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -177122.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -177479.437500 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -177479.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177607.734375 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -177607.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177687.906250 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -177687.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -177756.937500 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -177756.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -177807.765625 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -177807.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -177875.656250 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -177875.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177928.187500 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -177928.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -177969.703125 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -177969.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -178007.390625 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -178007.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -178026.828125 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -178026.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -178052.125000 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -178052.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -178083.125000 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -178083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178111.375000 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -178111.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -178126.671875 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -178126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -178139.250000 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -178139.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -178154.250000 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -178154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -178165.109375 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -178165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -178171.625000 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -178171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -178176.687500 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -178176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -178184.265625 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -178184.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -178216.234375 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -178216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -178255.421875 Penalty: 3547.913818
	Iteration 22Q: 3 clusters Score -178255.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -178283.562500 Penalty: 3547.913818
	Iteration 23Q: 3 clusters Score -178283.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178297.250000 Penalty: 3547.913818
	Iteration 24Q: 3 clusters Score -178297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -178314.734375 Penalty: 3547.913818
	Iteration 25Q: 3 clusters Score -178314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178331.468750 Penalty: 3547.913818
	Iteration 26Q: 3 clusters Score -178331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178332.906250 Penalty: 3547.913818
	Iteration 27Q: 3 clusters Score -178332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178332.906250 Penalty: 3547.913818
	Iteration 28F: 3 clusters Score -178332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -140269.578125 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -140269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138410.765625 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -138410.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139005.437500 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -139005.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139451.718750 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -139451.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139664.828125 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -139664.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -139807.000000 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -139807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139982.843750 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -139982.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -140056.593750 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -140056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140092.453125 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -140092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -140114.062500 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -140114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140131.937500 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -140131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -140135.578125 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -140135.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -140136.296875 Penalty: 3458.877441
	Iteration 11F: 3 clusters Score -140136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140142.640625 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -140142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140147.515625 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -140147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140147.515625 Penalty: 3458.877441
	Iteration 14F: 3 clusters Score -140147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -54283.542969 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -54283.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52965.347656 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -52965.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53165.308594 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -53165.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53270.347656 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -53270.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53352.691406 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -53352.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53440.253906 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -53440.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53490.167969 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -53490.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53531.386719 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -53531.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53548.476562 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -53548.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53576.941406 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -53576.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53597.156250 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -53597.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53608.445312 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -53608.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53621.914062 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -53621.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53627.687500 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -53627.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53633.703125 Penalty: 3004.165039
	Iteration 13F: 3 clusters Score -53633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53674.808594 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -53674.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53753.613281 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -53753.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53765.609375 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -53765.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53779.617188 Penalty: 3004.165039
	Iteration 17Q: 3 clusters Score -53779.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53790.023438 Penalty: 3004.165039
	Iteration 18Q: 3 clusters Score -53790.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53804.375000 Penalty: 3004.165039
	Iteration 19Q: 3 clusters Score -53804.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53846.167969 Penalty: 3004.165039
	Iteration 20F: 3 clusters Score -53846.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53860.480469 Penalty: 3004.165039
	Iteration 21Q: 3 clusters Score -53860.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53879.058594 Penalty: 3004.165039
	Iteration 22Q: 3 clusters Score -53879.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53898.253906 Penalty: 3004.165039
	Iteration 23Q: 3 clusters Score -53898.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53901.183594 Penalty: 3004.165039
	Iteration 24Q: 3 clusters Score -53901.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53901.183594 Penalty: 3004.165039
	Iteration 25F: 3 clusters Score -53901.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -335618.218750 Penalty: 1924.278442
	Iteration 0F: 2 clusters Score -335618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -332784.906250 Penalty: 3848.556885
	Iteration 0F: 3 clusters Score -332784.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -333426.875000 Penalty: 3848.556885
	Iteration 1F: 3 clusters Score -333426.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -333648.718750 Penalty: 3848.556885
	Iteration 2F: 3 clusters Score -333648.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -333838.687500 Penalty: 3848.556885
	Iteration 3F: 3 clusters Score -333838.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -333983.187500 Penalty: 3848.556885
	Iteration 4F: 3 clusters Score -333983.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -334143.187500 Penalty: 3848.556885
	Iteration 5F: 3 clusters Score -334143.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -334336.218750 Penalty: 3848.556885
	Iteration 6F: 3 clusters Score -334336.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -334561.500000 Penalty: 3848.556885
	Iteration 7F: 3 clusters Score -334561.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -334828.406250 Penalty: 3848.556885
	Iteration 8F: 3 clusters Score -334828.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -335057.718750 Penalty: 3848.556885
	Iteration 9F: 3 clusters Score -335057.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -335189.812500 Penalty: 3848.556885
	Iteration 10Q: 3 clusters Score -335189.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -335279.375000 Penalty: 3848.556885
	Iteration 11Q: 3 clusters Score -335279.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -335362.093750 Penalty: 3848.556885
	Iteration 12Q: 3 clusters Score -335362.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -335431.375000 Penalty: 3848.556885
	Iteration 13Q: 3 clusters Score -335431.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -335461.125000 Penalty: 3848.556885
	Iteration 14Q: 3 clusters Score -335461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -335472.156250 Penalty: 3848.556885
	Iteration 15Q: 3 clusters Score -335472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -335491.281250 Penalty: 3848.556885
	Iteration 16Q: 3 clusters Score -335491.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -335507.968750 Penalty: 3848.556885
	Iteration 17Q: 3 clusters Score -335508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -335514.437500 Penalty: 3848.556885
	Iteration 18Q: 3 clusters Score -335514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -335518.781250 Penalty: 3848.556885
	Iteration 19Q: 3 clusters Score -335518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -335521.843750 Penalty: 3848.556885
	Iteration 20F: 3 clusters Score -335521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -335522.406250 Penalty: 3848.556885
	Iteration 21Q: 3 clusters Score -335522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -335523.125000 Penalty: 3848.556885
	Iteration 22Q: 3 clusters Score -335523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -335523.968750 Penalty: 3848.556885
	Iteration 23Q: 3 clusters Score -335524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -335523.968750 Penalty: 3848.556885
	Iteration 24F: 3 clusters Score -335524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Entering Unmasked Estep 
Score: -1386835.500000 Penalty: 2257.124023
	Iteration 0F: 2 clusters Score -1386836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1379820.375000 Penalty: 4514.248047
	Iteration 0F: 3 clusters Score -1379820 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1381852.250000 Penalty: 4514.248047
	Iteration 1F: 3 clusters Score -1381852 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1382170.250000 Penalty: 4514.248047
	Iteration 2F: 3 clusters Score -1382170 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1382430.875000 Penalty: 4514.248047
	Iteration 3F: 3 clusters Score -1382431 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1382650.375000 Penalty: 4514.248047
	Iteration 4Q: 3 clusters Score -1382650 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1382868.625000 Penalty: 4514.248047
	Iteration 5Q: 3 clusters Score -1382869 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1383093.250000 Penalty: 4514.248047
	Iteration 6Q: 3 clusters Score -1383093 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1383358.625000 Penalty: 4514.248047
	Iteration 7Q: 3 clusters Score -1383359 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1383646.875000 Penalty: 4514.248047
	Iteration 8Q: 3 clusters Score -1383647 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1383969.250000 Penalty: 4514.248047
	Iteration 9Q: 3 clusters Score -1383969 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1384294.250000 Penalty: 4514.248047
	Iteration 10Q: 3 clusters Score -1384294 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1384525.125000 Penalty: 4514.248047
	Iteration 11Q: 3 clusters Score -1384525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1384666.375000 Penalty: 4514.248047
	Iteration 12Q: 3 clusters Score -1384666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1384756.875000 Penalty: 4514.248047
	Iteration 13Q: 3 clusters Score -1384757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1384795.750000 Penalty: 4514.248047
	Iteration 14Q: 3 clusters Score -1384796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1384819.250000 Penalty: 4514.248047
	Iteration 15Q: 3 clusters Score -1384819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1384834.500000 Penalty: 4514.248047
	Iteration 16Q: 3 clusters Score -1384834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1384846.250000 Penalty: 4514.248047
	Iteration 17Q: 3 clusters Score -1384846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1384850.375000 Penalty: 4514.248047
	Iteration 18Q: 3 clusters Score -1384850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1384859.500000 Penalty: 4514.248047
	Iteration 19Q: 3 clusters Score -1384860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1384871.000000 Penalty: 4514.248047
	Iteration 20F: 3 clusters Score -1384871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1384874.500000 Penalty: 4514.248047
	Iteration 21Q: 3 clusters Score -1384874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1384887.500000 Penalty: 4514.248047
	Iteration 22Q: 3 clusters Score -1384888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1384894.750000 Penalty: 4514.248047
	Iteration 23Q: 3 clusters Score -1384895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1384898.000000 Penalty: 4514.248047
	Iteration 24Q: 3 clusters Score -1384898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1384903.125000 Penalty: 4514.248047
	Iteration 25Q: 3 clusters Score -1384903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1384912.000000 Penalty: 4514.248047
	Iteration 26Q: 3 clusters Score -1384912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1384916.375000 Penalty: 4514.248047
	Iteration 27Q: 3 clusters Score -1384916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1384924.000000 Penalty: 4514.248047
	Iteration 28Q: 3 clusters Score -1384924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1384930.250000 Penalty: 4514.248047
	Iteration 29Q: 3 clusters Score -1384930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1384932.875000 Penalty: 4514.248047
	Iteration 30Q: 3 clusters Score -1384933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1384933.625000 Penalty: 4514.248047
	Iteration 31Q: 3 clusters Score -1384934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1384938.250000 Penalty: 4514.248047
	Iteration 32Q: 3 clusters Score -1384938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1384941.750000 Penalty: 4514.248047
	Iteration 33Q: 3 clusters Score -1384942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1384943.500000 Penalty: 4514.248047
	Iteration 34Q: 3 clusters Score -1384944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1384943.875000 Penalty: 4514.248047
	Iteration 35Q: 3 clusters Score -1384944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1384944.250000 Penalty: 4514.248047
	Iteration 36Q: 3 clusters Score -1384944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1384945.875000 Penalty: 4514.248047
	Iteration 37Q: 3 clusters Score -1384946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1384947.000000 Penalty: 4514.248047
	Iteration 38Q: 3 clusters Score -1384947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1384946.875000 Penalty: 4514.248047
	Iteration 39Q: 3 clusters Score -1384947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1384948.375000 Penalty: 4514.248047
	Iteration 40F: 3 clusters Score -1384948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1384948.375000 Penalty: 4514.248047
	Iteration 41Q: 3 clusters Score -1384948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1384947.500000 Penalty: 4514.248047
	Iteration 42Q: 3 clusters Score -1384948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1384947.375000 Penalty: 4514.248047
	Iteration 43Q: 3 clusters Score -1384947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1384948.875000 Penalty: 4514.248047
	Iteration 44Q: 3 clusters Score -1384949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1384950.750000 Penalty: 4514.248047
	Iteration 45Q: 3 clusters Score -1384951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1384949.750000 Penalty: 4514.248047
	Iteration 46Q: 3 clusters Score -1384950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1384951.750000 Penalty: 4514.248047
	Iteration 47Q: 3 clusters Score -1384952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1384953.250000 Penalty: 4514.248047
	Iteration 48Q: 3 clusters Score -1384953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1384954.625000 Penalty: 4514.248047
	Iteration 49Q: 3 clusters Score -1384955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1384957.000000 Penalty: 4514.248047
	Iteration 50Q: 3 clusters Score -1384957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1384955.875000 Penalty: 4514.248047
	Iteration 51Q: 3 clusters Score -1384956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1384956.875000 Penalty: 4514.248047
	Iteration 52Q: 3 clusters Score -1384957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1384960.750000 Penalty: 4514.248047
	Iteration 53Q: 3 clusters Score -1384961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1384961.500000 Penalty: 4514.248047
	Iteration 54Q: 3 clusters Score -1384962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1384963.750000 Penalty: 4514.248047
	Iteration 55Q: 3 clusters Score -1384964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1384965.250000 Penalty: 4514.248047
	Iteration 56Q: 3 clusters Score -1384965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1384965.125000 Penalty: 4514.248047
	Iteration 57Q: 3 clusters Score -1384965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1384964.375000 Penalty: 4514.248047
	Iteration 58Q: 3 clusters Score -1384964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1384966.375000 Penalty: 4514.248047
	Iteration 59Q: 3 clusters Score -1384966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1384967.500000 Penalty: 4514.248047
	Iteration 60F: 3 clusters Score -1384968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1384965.375000 Penalty: 4514.248047
	Iteration 61Q: 3 clusters Score -1384965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1384968.375000 Penalty: 4514.248047
	Iteration 62Q: 3 clusters Score -1384968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1384968.125000 Penalty: 4514.248047
	Iteration 63Q: 3 clusters Score -1384968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1384969.625000 Penalty: 4514.248047
	Iteration 64Q: 3 clusters Score -1384970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1384968.875000 Penalty: 4514.248047
	Iteration 65Q: 3 clusters Score -1384969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1384969.250000 Penalty: 4514.248047
	Iteration 66Q: 3 clusters Score -1384969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1384968.625000 Penalty: 4514.248047
	Iteration 67Q: 3 clusters Score -1384969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1384968.875000 Penalty: 4514.248047
	Iteration 68Q: 3 clusters Score -1384969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1384970.750000 Penalty: 4514.248047
	Iteration 69Q: 3 clusters Score -1384971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1384970.750000 Penalty: 4514.248047
	Iteration 70F: 3 clusters Score -1384971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (148766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148766 members 
Entering Unmasked Estep 
Score: -22738522.000000 Penalty: 2953.712158
	Iteration 0F: 2 clusters Score -2.273852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -22639786.000000 Penalty: 5907.424316
	Iteration 0F: 3 clusters Score -2.263979e+07 nChanged 71111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -22680936.000000 Penalty: 5907.424316
	Iteration 1F: 3 clusters Score -2.268094e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -22681846.000000 Penalty: 5907.424316
	Iteration 2Q: 3 clusters Score -2.268185e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -22682810.000000 Penalty: 5907.424316
	Iteration 3Q: 3 clusters Score -2.268281e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -22683842.000000 Penalty: 5907.424316
	Iteration 4Q: 3 clusters Score -2.268384e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -22685122.000000 Penalty: 5907.424316
	Iteration 5Q: 3 clusters Score -2.268512e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -22686972.000000 Penalty: 5907.424316
	Iteration 6Q: 3 clusters Score -2.268697e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -22689906.000000 Penalty: 5907.424316
	Iteration 7Q: 3 clusters Score -2.268991e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -22694690.000000 Penalty: 5907.424316
	Iteration 8F: 3 clusters Score -2.269469e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -22701590.000000 Penalty: 5907.424316
	Iteration 9F: 3 clusters Score -2.270159e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -22711300.000000 Penalty: 5907.424316
	Iteration 10F: 3 clusters Score -2.27113e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -22721556.000000 Penalty: 5907.424316
	Iteration 11F: 3 clusters Score -2.272156e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 141961 members 
Entering Unmasked Estep 
Score: -22729462.000000 Penalty: 5907.424316
	Iteration 12F: 3 clusters Score -2.272946e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 146316 members 
Entering Unmasked Estep 
Score: -22733552.000000 Penalty: 5907.424316
	Iteration 13Q: 3 clusters Score -2.273355e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -22735082.000000 Penalty: 5907.424316
	Iteration 14Q: 3 clusters Score -2.273508e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 148265 members 
Entering Unmasked Estep 
Score: -22735588.000000 Penalty: 5907.424316
	Iteration 15Q: 3 clusters Score -2.273559e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -22735782.000000 Penalty: 5907.424316
	Iteration 16Q: 3 clusters Score -2.273578e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -22735884.000000 Penalty: 5907.424316
	Iteration 17Q: 3 clusters Score -2.273588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 148454 members 
Entering Unmasked Estep 
Score: -22735918.000000 Penalty: 5907.424316
	Iteration 18Q: 3 clusters Score -2.273592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 148473 members 
Entering Unmasked Estep 
Score: -22735954.000000 Penalty: 5907.424316
	Iteration 19Q: 3 clusters Score -2.273595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 148486 members 
Entering Unmasked Estep 
Score: -22735974.000000 Penalty: 5907.424316
	Iteration 20F: 3 clusters Score -2.273597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -22735978.000000 Penalty: 5907.424316
	Iteration 21Q: 3 clusters Score -2.273598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 148494 members 
Entering Unmasked Estep 
Score: -22735998.000000 Penalty: 5907.424316
	Iteration 22Q: 3 clusters Score -2.2736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 148495 members 
Entering Unmasked Estep 
Score: -22735998.000000 Penalty: 5907.424316
	Iteration 23Q: 3 clusters Score -2.2736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -22736000.000000 Penalty: 5907.424316
	Iteration 24Q: 3 clusters Score -2.2736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -22735994.000000 Penalty: 5907.424316
	Iteration 25Q: 3 clusters Score -2.273599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -22735990.000000 Penalty: 5907.424316
	Iteration 26Q: 3 clusters Score -2.273599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 148500 members 
Entering Unmasked Estep 
Score: -22736010.000000 Penalty: 5907.424316
	Iteration 27Q: 3 clusters Score -2.273601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -22736008.000000 Penalty: 5907.424316
	Iteration 28Q: 3 clusters Score -2.273601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -22736008.000000 Penalty: 5907.424316
	Iteration 29F: 3 clusters Score -2.273601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -36743.636719 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -36743.64 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: -35511.886719 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -35511.89 nChanged 20
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: -35590.347656 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -35590.35 nChanged 4
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: -35602.589844 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -35602.59 nChanged 6
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: -35617.675781 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -35617.68 nChanged 0
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: -35617.675781 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -35617.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -102103.679688 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -102103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100385.265625 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -100385.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100588.312500 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -100588.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100658.085938 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -100658.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100697.562500 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -100697.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100734.960938 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -100735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100748.273438 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -100748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100763.882812 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -100763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100786.968750 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -100787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100798.343750 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -100798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100812.335938 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -100812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100826.882812 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -100826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100836.296875 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -100836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100850.273438 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -100850.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100869.703125 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -100869.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100888.015625 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -100888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100902.523438 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -100902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100913.515625 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -100913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100918.007812 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -100918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100922.828125 Penalty: 3297.253418
	Iteration 18Q: 3 clusters Score -100922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100923.273438 Penalty: 3297.253418
	Iteration 19F: 3 clusters Score -100923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100961.414062 Penalty: 3297.253418
	Iteration 20F: 3 clusters Score -100961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100978.093750 Penalty: 3297.253418
	Iteration 21Q: 3 clusters Score -100978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100986.296875 Penalty: 3297.253418
	Iteration 22Q: 3 clusters Score -100986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100992.062500 Penalty: 3297.253418
	Iteration 23Q: 3 clusters Score -100992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101001.242188 Penalty: 3297.253418
	Iteration 24Q: 3 clusters Score -101001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101005.070312 Penalty: 3297.253418
	Iteration 25Q: 3 clusters Score -101005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101006.632812 Penalty: 3297.253418
	Iteration 26Q: 3 clusters Score -101006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101008.593750 Penalty: 3297.253418
	Iteration 27Q: 3 clusters Score -101008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101011.632812 Penalty: 3297.253418
	Iteration 28Q: 3 clusters Score -101011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101017.250000 Penalty: 3297.253418
	Iteration 29Q: 3 clusters Score -101017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101018.039062 Penalty: 3297.253418
	Iteration 30Q: 3 clusters Score -101018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101018.039062 Penalty: 3297.253418
	Iteration 31F: 3 clusters Score -101018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -38632.285156 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -38632.29 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 162 members 
Entering Unmasked Estep 
Score: -37352.316406 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -37352.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37449.101562 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -37449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37476.878906 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -37476.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37494.542969 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -37494.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37500.101562 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -37500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37501.105469 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -37501.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37503.511719 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -37503.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37503.511719 Penalty: 2825.758301
	Iteration 7F: 3 clusters Score -37503.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -236491.078125 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -236491.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234140.640625 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -234140.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -234586.171875 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -234586.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -234708.156250 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -234708.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -234809.781250 Penalty: 3663.996826
	Iteration 3Q: 3 clusters Score -234809.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -234903.140625 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -234903.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -234958.171875 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -234958.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -235007.906250 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -235007.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235044.578125 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -235044.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235078.218750 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -235078.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235111.156250 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -235111.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235144.046875 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -235144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235156.234375 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -235156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235166.390625 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -235166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -235174.984375 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -235175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -235188.843750 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -235188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -235206.312500 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -235206.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235229.296875 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -235229.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -235238.765625 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -235238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -235245.859375 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -235245.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -235257.343750 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -235257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235269.171875 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -235269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -235284.625000 Penalty: 3663.996826
	Iteration 21Q: 3 clusters Score -235284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235293.656250 Penalty: 3663.996826
	Iteration 22Q: 3 clusters Score -235293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -235297.796875 Penalty: 3663.996826
	Iteration 23Q: 3 clusters Score -235297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235305.687500 Penalty: 3663.996826
	Iteration 24Q: 3 clusters Score -235305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235313.156250 Penalty: 3663.996826
	Iteration 25Q: 3 clusters Score -235313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235318.453125 Penalty: 3663.996826
	Iteration 26Q: 3 clusters Score -235318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -235321.781250 Penalty: 3663.996826
	Iteration 27Q: 3 clusters Score -235321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235323.125000 Penalty: 3663.996826
	Iteration 28Q: 3 clusters Score -235323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -235323.859375 Penalty: 3663.996826
	Iteration 29Q: 3 clusters Score -235323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235324.843750 Penalty: 3663.996826
	Iteration 30Q: 3 clusters Score -235324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235325.750000 Penalty: 3663.996826
	Iteration 31Q: 3 clusters Score -235325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235325.750000 Penalty: 3663.996826
	Iteration 32F: 3 clusters Score -235325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -48309.566406 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -48309.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46928.800781 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -46928.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47122.144531 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -47122.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47296.035156 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -47296.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47378.730469 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -47378.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47426.281250 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -47426.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47440.222656 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -47440.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47473.406250 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -47473.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47572.128906 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -47572.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47641.878906 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -47641.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47663.023438 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -47663.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47665.964844 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -47665.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47665.964844 Penalty: 2971.766357
	Iteration 11F: 3 clusters Score -47665.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -80789.273438 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -80789.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79333.617188 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -79333.62 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79780.421875 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -79780.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80053.695312 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -80053.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80316.492188 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -80316.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -80422.453125 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -80422.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -80533.359375 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -80533.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -80567.210938 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -80567.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -80622.187500 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -80622.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80695.335938 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -80695.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -80765.601562 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -80765.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80802.148438 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -80802.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -80821.296875 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -80821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80849.054688 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -80849.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -80869.398438 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -80869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80878.242188 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -80878.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80886.960938 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -80886.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80886.960938 Penalty: 3209.516602
	Iteration 16F: 3 clusters Score -80886.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148766 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24288 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 221 members 
Entering Unmasked Estep 
Score: -70342168.000000 Penalty: 139297.500000
Splitting cluster 37 changes total score from -70343600.000000 to -70342168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -37269.164062 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -37269.16 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 182 members 
Entering Unmasked Estep 
Score: -36093.859375 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -36093.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36407.917969 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -36407.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36584.863281 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -36584.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36620.082031 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -36620.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36637.031250 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -36637.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36649.066406 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -36649.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36678.371094 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -36678.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36694.351562 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -36694.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36699.445312 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -36699.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36699.445312 Penalty: 2899.833740
	Iteration 9F: 3 clusters Score -36699.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Entering Unmasked Estep 
Score: -3662603.250000 Penalty: 2504.238770
	Iteration 0F: 2 clusters Score -3662603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3645808.750000 Penalty: 5008.477539
	Iteration 0F: 3 clusters Score -3645809 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3651524.000000 Penalty: 5008.477539
	Iteration 1F: 3 clusters Score -3651524 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3651870.500000 Penalty: 5008.477539
	Iteration 2Q: 3 clusters Score -3651870 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3652159.750000 Penalty: 5008.477539
	Iteration 3Q: 3 clusters Score -3652160 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3652454.750000 Penalty: 5008.477539
	Iteration 4Q: 3 clusters Score -3652455 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3652772.000000 Penalty: 5008.477539
	Iteration 5Q: 3 clusters Score -3652772 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3653115.000000 Penalty: 5008.477539
	Iteration 6Q: 3 clusters Score -3653115 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3653524.000000 Penalty: 5008.477539
	Iteration 7Q: 3 clusters Score -3653524 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3654063.750000 Penalty: 5008.477539
	Iteration 8Q: 3 clusters Score -3654064 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3654798.750000 Penalty: 5008.477539
	Iteration 9Q: 3 clusters Score -3654799 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3655822.500000 Penalty: 5008.477539
	Iteration 10F: 3 clusters Score -3655822 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3656827.750000 Penalty: 5008.477539
	Iteration 11F: 3 clusters Score -3656828 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3657725.750000 Penalty: 5008.477539
	Iteration 12Q: 3 clusters Score -3657726 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3658390.500000 Penalty: 5008.477539
	Iteration 13Q: 3 clusters Score -3658390 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3658878.750000 Penalty: 5008.477539
	Iteration 14Q: 3 clusters Score -3658879 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3659203.750000 Penalty: 5008.477539
	Iteration 15Q: 3 clusters Score -3659204 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3659460.000000 Penalty: 5008.477539
	Iteration 16Q: 3 clusters Score -3659460 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3659691.250000 Penalty: 5008.477539
	Iteration 17Q: 3 clusters Score -3659691 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3659853.750000 Penalty: 5008.477539
	Iteration 18Q: 3 clusters Score -3659854 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3660005.500000 Penalty: 5008.477539
	Iteration 19Q: 3 clusters Score -3660006 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3660111.000000 Penalty: 5008.477539
	Iteration 20F: 3 clusters Score -3660111 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3660200.750000 Penalty: 5008.477539
	Iteration 21Q: 3 clusters Score -3660201 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3660274.750000 Penalty: 5008.477539
	Iteration 22Q: 3 clusters Score -3660275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3660328.750000 Penalty: 5008.477539
	Iteration 23Q: 3 clusters Score -3660329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3660372.000000 Penalty: 5008.477539
	Iteration 24Q: 3 clusters Score -3660372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3660413.250000 Penalty: 5008.477539
	Iteration 25Q: 3 clusters Score -3660413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3660448.250000 Penalty: 5008.477539
	Iteration 26Q: 3 clusters Score -3660448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3660485.750000 Penalty: 5008.477539
	Iteration 27Q: 3 clusters Score -3660486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3660502.250000 Penalty: 5008.477539
	Iteration 28Q: 3 clusters Score -3660502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3660515.250000 Penalty: 5008.477539
	Iteration 29Q: 3 clusters Score -3660515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3660517.500000 Penalty: 5008.477539
	Iteration 30Q: 3 clusters Score -3660518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3660530.750000 Penalty: 5008.477539
	Iteration 31Q: 3 clusters Score -3660531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3660533.500000 Penalty: 5008.477539
	Iteration 32Q: 3 clusters Score -3660534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3660541.000000 Penalty: 5008.477539
	Iteration 33Q: 3 clusters Score -3660541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3660554.750000 Penalty: 5008.477539
	Iteration 34Q: 3 clusters Score -3660555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3660563.250000 Penalty: 5008.477539
	Iteration 35Q: 3 clusters Score -3660563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3660565.250000 Penalty: 5008.477539
	Iteration 36Q: 3 clusters Score -3660565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3660567.000000 Penalty: 5008.477539
	Iteration 37Q: 3 clusters Score -3660567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3660571.250000 Penalty: 5008.477539
	Iteration 38Q: 3 clusters Score -3660571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3660580.250000 Penalty: 5008.477539
	Iteration 39Q: 3 clusters Score -3660580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3660579.000000 Penalty: 5008.477539
	Iteration 40F: 3 clusters Score -3660579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3660579.000000 Penalty: 5008.477539
	Iteration 41Q: 3 clusters Score -3660579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3660579.000000 Penalty: 5008.477539
	Iteration 42F: 3 clusters Score -3660579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -17193.433594 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -17193.43 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 124 members 
Entering Unmasked Estep 
Score: -16259.966797 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -16259.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16517.353516 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -16517.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16637.058594 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -16637.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16716.605469 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -16716.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16737.664062 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -16737.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16741.625000 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -16741.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16752.369141 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -16752.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16752.369141 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -16752.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -96845.460938 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -96845.46 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 390 members 
Entering Unmasked Estep 
Score: -95189.054688 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -95189.05 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95595.398438 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -95595.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95919.984375 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -95919.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96333.640625 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -96333.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96722.093750 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -96722.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97008.617188 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -97008.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97203.250000 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -97203.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -97442.546875 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -97442.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97494.539062 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -97494.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97553.476562 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -97553.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97608.468750 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -97608.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97658.226562 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -97658.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97685.539062 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -97685.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97718.289062 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -97718.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97761.226562 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -97761.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97870.406250 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -97870.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98017.710938 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -98017.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98044.656250 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -98044.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98044.656250 Penalty: 3284.877197
	Iteration 18F: 3 clusters Score -98044.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148766 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24288 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 511 members 
Entering Unmasked Estep 
Score: -70343320.000000 Penalty: 139297.500000
Splitting cluster 41 changes total score from -70343600.000000 to -70343320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -18624.744141 Penalty: 1261.723877
	Iteration 0F: 2 clusters Score -18624.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17674.085938 Penalty: 2523.447754
	Iteration 0F: 3 clusters Score -17674.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17735.511719 Penalty: 2523.447754
	Iteration 1F: 3 clusters Score -17735.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17740.244141 Penalty: 2523.447754
	Iteration 2Q: 3 clusters Score -17740.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17740.244141 Penalty: 2523.447754
	Iteration 3F: 3 clusters Score -17740.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148766 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24288 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343656.000000 Penalty: 136058.015625
Iteration 279Q: 43 clusters Score -7.034366e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37953 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110403 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148778 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24293 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343592.000000 Penalty: 136058.015625
Iteration 280F: 43 clusters Score -7.034359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110379 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148798 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24298 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343536.000000 Penalty: 136058.015625
Iteration 281Q: 43 clusters Score -7.034354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20587 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110345 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 148822 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24300 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343600.000000 Penalty: 136058.015625
Iteration 282Q: 43 clusters Score -7.03436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110327 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44143 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 148839 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24302 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343592.000000 Penalty: 136058.015625
Iteration 283Q: 43 clusters Score -7.034359e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37956 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110316 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44143 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6464 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 148851 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24304 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343568.000000 Penalty: 136058.015625
Iteration 284Q: 43 clusters Score -7.034357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110297 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 148866 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24305 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343552.000000 Penalty: 136058.015625
Iteration 285Q: 43 clusters Score -7.034355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110285 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 148873 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24305 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343536.000000 Penalty: 136058.015625
Iteration 286Q: 43 clusters Score -7.034354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20587 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110275 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 148880 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24306 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343576.000000 Penalty: 136058.015625
Iteration 287Q: 43 clusters Score -7.034358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20587 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11490 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110252 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44146 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8965 members 
Mstep: Class 31 contains 148900 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24307 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343568.000000 Penalty: 136058.015625
Iteration 288Q: 43 clusters Score -7.034357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37957 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110242 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8964 members 
Mstep: Class 31 contains 148912 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24310 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343624.000000 Penalty: 136058.015625
Iteration 289Q: 43 clusters Score -7.034362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37959 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110234 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8963 members 
Mstep: Class 31 contains 148921 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24311 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343632.000000 Penalty: 136058.015625
Iteration 290Q: 43 clusters Score -7.034363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37962 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110222 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148933 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24312 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343632.000000 Penalty: 136058.015625
Iteration 291Q: 43 clusters Score -7.034363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110213 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8963 members 
Mstep: Class 31 contains 148937 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24314 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343616.000000 Penalty: 136058.015625
Iteration 292Q: 43 clusters Score -7.034362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110209 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148941 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24315 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343600.000000 Penalty: 136058.015625
Iteration 293Q: 43 clusters Score -7.03436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110204 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148946 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24316 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343592.000000 Penalty: 136058.015625
Iteration 294Q: 43 clusters Score -7.034359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110199 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148951 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24317 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343592.000000 Penalty: 136058.015625
Iteration 295Q: 43 clusters Score -7.034359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110195 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148956 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24318 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343600.000000 Penalty: 136058.015625
Iteration 296Q: 43 clusters Score -7.03436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110192 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148964 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24318 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343608.000000 Penalty: 136058.015625
Iteration 297Q: 43 clusters Score -7.034361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110185 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 148972 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24318 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343632.000000 Penalty: 136058.015625
Iteration 298Q: 43 clusters Score -7.034363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20581 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110186 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44144 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148976 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24318 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343624.000000 Penalty: 136058.015625
Iteration 299Q: 43 clusters Score -7.034362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20581 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110185 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44143 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148977 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24318 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343616.000000 Penalty: 136058.015625
Iteration 300F: 43 clusters Score -7.034362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20581 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110183 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44143 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148980 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24318 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343616.000000 Penalty: 136058.015625
Iteration 301Q: 43 clusters Score -7.034362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20581 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110182 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148981 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24319 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343608.000000 Penalty: 136058.015625
Iteration 302Q: 43 clusters Score -7.034361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110180 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148980 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24321 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343608.000000 Penalty: 136058.015625
Iteration 303Q: 43 clusters Score -7.034361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110180 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148979 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343600.000000 Penalty: 136058.015625
Iteration 304Q: 43 clusters Score -7.03436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343616.000000 Penalty: 136058.015625
Iteration 305Q: 43 clusters Score -7.034362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70343616.000000 Penalty: 136058.015625
Iteration 306F: 43 clusters Score -7.034362e+07 nChanged 0
Entering ConstructFrom: 
Score: -70343616.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (9708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Entering Unmasked Estep 
Score: -1475066.000000 Penalty: 2276.815186
	Iteration 0F: 2 clusters Score -1475066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1467524.875000 Penalty: 4553.630371
	Iteration 0F: 3 clusters Score -1467525 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1469668.875000 Penalty: 4553.630371
	Iteration 1F: 3 clusters Score -1469669 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1470012.750000 Penalty: 4553.630371
	Iteration 2F: 3 clusters Score -1470013 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1470320.000000 Penalty: 4553.630371
	Iteration 3F: 3 clusters Score -1470320 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1470586.125000 Penalty: 4553.630371
	Iteration 4F: 3 clusters Score -1470586 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1470881.750000 Penalty: 4553.630371
	Iteration 5Q: 3 clusters Score -1470882 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1471168.250000 Penalty: 4553.630371
	Iteration 6F: 3 clusters Score -1471168 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1471477.875000 Penalty: 4553.630371
	Iteration 7F: 3 clusters Score -1471478 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1471792.875000 Penalty: 4553.630371
	Iteration 8Q: 3 clusters Score -1471793 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1472070.625000 Penalty: 4553.630371
	Iteration 9Q: 3 clusters Score -1472071 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1472319.500000 Penalty: 4553.630371
	Iteration 10Q: 3 clusters Score -1472320 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1472543.000000 Penalty: 4553.630371
	Iteration 11Q: 3 clusters Score -1472543 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1472731.500000 Penalty: 4553.630371
	Iteration 12Q: 3 clusters Score -1472732 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1472874.125000 Penalty: 4553.630371
	Iteration 13Q: 3 clusters Score -1472874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1472978.625000 Penalty: 4553.630371
	Iteration 14Q: 3 clusters Score -1472979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1473049.250000 Penalty: 4553.630371
	Iteration 15Q: 3 clusters Score -1473049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1473106.375000 Penalty: 4553.630371
	Iteration 16Q: 3 clusters Score -1473106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1473159.375000 Penalty: 4553.630371
	Iteration 17Q: 3 clusters Score -1473159 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1473212.125000 Penalty: 4553.630371
	Iteration 18Q: 3 clusters Score -1473212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1473249.500000 Penalty: 4553.630371
	Iteration 19Q: 3 clusters Score -1473250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1473290.000000 Penalty: 4553.630371
	Iteration 20F: 3 clusters Score -1473290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1473334.750000 Penalty: 4553.630371
	Iteration 21Q: 3 clusters Score -1473335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1473377.500000 Penalty: 4553.630371
	Iteration 22Q: 3 clusters Score -1473378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1473413.375000 Penalty: 4553.630371
	Iteration 23Q: 3 clusters Score -1473413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1473437.750000 Penalty: 4553.630371
	Iteration 24Q: 3 clusters Score -1473438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1473452.500000 Penalty: 4553.630371
	Iteration 25Q: 3 clusters Score -1473452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1473473.125000 Penalty: 4553.630371
	Iteration 26Q: 3 clusters Score -1473473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1473487.500000 Penalty: 4553.630371
	Iteration 27Q: 3 clusters Score -1473488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1473496.625000 Penalty: 4553.630371
	Iteration 28Q: 3 clusters Score -1473497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1473513.375000 Penalty: 4553.630371
	Iteration 29Q: 3 clusters Score -1473513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1473519.500000 Penalty: 4553.630371
	Iteration 30Q: 3 clusters Score -1473520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1473529.250000 Penalty: 4553.630371
	Iteration 31Q: 3 clusters Score -1473529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1473536.000000 Penalty: 4553.630371
	Iteration 32Q: 3 clusters Score -1473536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1473535.750000 Penalty: 4553.630371
	Iteration 33Q: 3 clusters Score -1473536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1473535.250000 Penalty: 4553.630371
	Iteration 34Q: 3 clusters Score -1473535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1473537.375000 Penalty: 4553.630371
	Iteration 35Q: 3 clusters Score -1473537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1473536.750000 Penalty: 4553.630371
	Iteration 36Q: 3 clusters Score -1473537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1473536.750000 Penalty: 4553.630371
	Iteration 37F: 3 clusters Score -1473537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -1632278.875000 Penalty: 2313.925049
	Iteration 0F: 2 clusters Score -1632279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1623807.250000 Penalty: 4627.850098
	Iteration 0F: 3 clusters Score -1623807 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1626259.375000 Penalty: 4627.850098
	Iteration 1F: 3 clusters Score -1626259 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1626671.750000 Penalty: 4627.850098
	Iteration 2F: 3 clusters Score -1626672 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1627101.625000 Penalty: 4627.850098
	Iteration 3F: 3 clusters Score -1627102 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1627692.875000 Penalty: 4627.850098
	Iteration 4F: 3 clusters Score -1627693 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1628510.750000 Penalty: 4627.850098
	Iteration 5F: 3 clusters Score -1628511 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1629427.750000 Penalty: 4627.850098
	Iteration 6F: 3 clusters Score -1629428 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1630202.375000 Penalty: 4627.850098
	Iteration 7F: 3 clusters Score -1630202 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1630741.625000 Penalty: 4627.850098
	Iteration 8F: 3 clusters Score -1630742 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1631040.625000 Penalty: 4627.850098
	Iteration 9Q: 3 clusters Score -1631041 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1631197.500000 Penalty: 4627.850098
	Iteration 10Q: 3 clusters Score -1631198 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1631290.500000 Penalty: 4627.850098
	Iteration 11Q: 3 clusters Score -1631290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1631356.750000 Penalty: 4627.850098
	Iteration 12Q: 3 clusters Score -1631357 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1631401.375000 Penalty: 4627.850098
	Iteration 13Q: 3 clusters Score -1631401 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1631444.000000 Penalty: 4627.850098
	Iteration 14Q: 3 clusters Score -1631444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1631488.375000 Penalty: 4627.850098
	Iteration 15Q: 3 clusters Score -1631488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1631530.500000 Penalty: 4627.850098
	Iteration 16Q: 3 clusters Score -1631530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1631576.375000 Penalty: 4627.850098
	Iteration 17Q: 3 clusters Score -1631576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1631618.750000 Penalty: 4627.850098
	Iteration 18Q: 3 clusters Score -1631619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1631659.875000 Penalty: 4627.850098
	Iteration 19Q: 3 clusters Score -1631660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1631706.375000 Penalty: 4627.850098
	Iteration 20F: 3 clusters Score -1631706 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1631745.750000 Penalty: 4627.850098
	Iteration 21Q: 3 clusters Score -1631746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1631799.375000 Penalty: 4627.850098
	Iteration 22Q: 3 clusters Score -1631799 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1631856.875000 Penalty: 4627.850098
	Iteration 23Q: 3 clusters Score -1631857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1631917.750000 Penalty: 4627.850098
	Iteration 24Q: 3 clusters Score -1631918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1631980.375000 Penalty: 4627.850098
	Iteration 25Q: 3 clusters Score -1631980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1632034.750000 Penalty: 4627.850098
	Iteration 26Q: 3 clusters Score -1632035 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1632084.750000 Penalty: 4627.850098
	Iteration 27Q: 3 clusters Score -1632085 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1632133.000000 Penalty: 4627.850098
	Iteration 28Q: 3 clusters Score -1632133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1632164.125000 Penalty: 4627.850098
	Iteration 29Q: 3 clusters Score -1632164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1632202.000000 Penalty: 4627.850098
	Iteration 30Q: 3 clusters Score -1632202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1632230.000000 Penalty: 4627.850098
	Iteration 31Q: 3 clusters Score -1632230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1632251.750000 Penalty: 4627.850098
	Iteration 32Q: 3 clusters Score -1632252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1632262.500000 Penalty: 4627.850098
	Iteration 33Q: 3 clusters Score -1632262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1632277.125000 Penalty: 4627.850098
	Iteration 34Q: 3 clusters Score -1632277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1632289.375000 Penalty: 4627.850098
	Iteration 35Q: 3 clusters Score -1632289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1632306.750000 Penalty: 4627.850098
	Iteration 36Q: 3 clusters Score -1632307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1632318.750000 Penalty: 4627.850098
	Iteration 37Q: 3 clusters Score -1632319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1632329.250000 Penalty: 4627.850098
	Iteration 38Q: 3 clusters Score -1632329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1632328.750000 Penalty: 4627.850098
	Iteration 39Q: 3 clusters Score -1632329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1632334.500000 Penalty: 4627.850098
	Iteration 40F: 3 clusters Score -1632334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1632338.375000 Penalty: 4627.850098
	Iteration 41Q: 3 clusters Score -1632338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1632339.375000 Penalty: 4627.850098
	Iteration 42Q: 3 clusters Score -1632339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1632346.375000 Penalty: 4627.850098
	Iteration 43Q: 3 clusters Score -1632346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1632354.250000 Penalty: 4627.850098
	Iteration 44Q: 3 clusters Score -1632354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1632355.750000 Penalty: 4627.850098
	Iteration 45Q: 3 clusters Score -1632356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1632353.375000 Penalty: 4627.850098
	Iteration 46Q: 3 clusters Score -1632353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1632352.875000 Penalty: 4627.850098
	Iteration 47Q: 3 clusters Score -1632353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1632353.125000 Penalty: 4627.850098
	Iteration 48Q: 3 clusters Score -1632353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1632352.000000 Penalty: 4627.850098
	Iteration 49Q: 3 clusters Score -1632352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1632352.250000 Penalty: 4627.850098
	Iteration 50Q: 3 clusters Score -1632352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1632356.250000 Penalty: 4627.850098
	Iteration 51Q: 3 clusters Score -1632356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1632355.250000 Penalty: 4627.850098
	Iteration 52Q: 3 clusters Score -1632355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1632356.250000 Penalty: 4627.850098
	Iteration 53Q: 3 clusters Score -1632356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1632356.250000 Penalty: 4627.850098
	Iteration 54F: 3 clusters Score -1632356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 2662 members 
Entering Unmasked Estep 
Score: -70342696.000000 Penalty: 139297.500000
Splitting cluster 2 changes total score from -70343616.000000 to -70342696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -125996.429688 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -125996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124169.773438 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -124169.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124863.812500 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -124863.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125427.000000 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -125427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -125671.640625 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -125671.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -125798.007812 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -125798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125832.804688 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -125832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -125850.734375 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -125850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125865.468750 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -125865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -125872.726562 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -125872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -125872.726562 Penalty: 3378.923096
	Iteration 9F: 3 clusters Score -125872.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -3201215.500000 Penalty: 2463.178711
	Iteration 0F: 2 clusters Score -3201216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3186649.250000 Penalty: 4926.357422
	Iteration 0F: 3 clusters Score -3186649 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3191499.250000 Penalty: 4926.357422
	Iteration 1F: 3 clusters Score -3191499 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3191872.250000 Penalty: 4926.357422
	Iteration 2F: 3 clusters Score -3191872 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3192153.500000 Penalty: 4926.357422
	Iteration 3Q: 3 clusters Score -3192154 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3192416.500000 Penalty: 4926.357422
	Iteration 4Q: 3 clusters Score -3192416 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3192653.750000 Penalty: 4926.357422
	Iteration 5Q: 3 clusters Score -3192654 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3192962.750000 Penalty: 4926.357422
	Iteration 6Q: 3 clusters Score -3192963 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3193379.250000 Penalty: 4926.357422
	Iteration 7Q: 3 clusters Score -3193379 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3193874.750000 Penalty: 4926.357422
	Iteration 8Q: 3 clusters Score -3193875 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3194508.250000 Penalty: 4926.357422
	Iteration 9F: 3 clusters Score -3194508 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3195310.750000 Penalty: 4926.357422
	Iteration 10F: 3 clusters Score -3195311 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3196258.250000 Penalty: 4926.357422
	Iteration 11F: 3 clusters Score -3196258 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3197216.250000 Penalty: 4926.357422
	Iteration 12F: 3 clusters Score -3197216 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3198032.000000 Penalty: 4926.357422
	Iteration 13Q: 3 clusters Score -3198032 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3198599.000000 Penalty: 4926.357422
	Iteration 14Q: 3 clusters Score -3198599 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3199026.250000 Penalty: 4926.357422
	Iteration 15Q: 3 clusters Score -3199026 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3199324.500000 Penalty: 4926.357422
	Iteration 16Q: 3 clusters Score -3199324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3199503.250000 Penalty: 4926.357422
	Iteration 17Q: 3 clusters Score -3199503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3199612.750000 Penalty: 4926.357422
	Iteration 18Q: 3 clusters Score -3199613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3199676.500000 Penalty: 4926.357422
	Iteration 19Q: 3 clusters Score -3199676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3199724.500000 Penalty: 4926.357422
	Iteration 20F: 3 clusters Score -3199724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3199743.750000 Penalty: 4926.357422
	Iteration 21Q: 3 clusters Score -3199744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3199760.250000 Penalty: 4926.357422
	Iteration 22Q: 3 clusters Score -3199760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3199773.250000 Penalty: 4926.357422
	Iteration 23Q: 3 clusters Score -3199773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3199778.750000 Penalty: 4926.357422
	Iteration 24Q: 3 clusters Score -3199779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3199784.250000 Penalty: 4926.357422
	Iteration 25Q: 3 clusters Score -3199784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3199790.750000 Penalty: 4926.357422
	Iteration 26Q: 3 clusters Score -3199791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3199790.250000 Penalty: 4926.357422
	Iteration 27Q: 3 clusters Score -3199790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3199790.750000 Penalty: 4926.357422
	Iteration 28Q: 3 clusters Score -3199791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3199795.000000 Penalty: 4926.357422
	Iteration 29Q: 3 clusters Score -3199795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3199795.750000 Penalty: 4926.357422
	Iteration 30Q: 3 clusters Score -3199796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3199795.750000 Penalty: 4926.357422
	Iteration 31F: 3 clusters Score -3199796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -323802.156250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -323802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -321120.000000 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -321120 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -321679.656250 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -321679.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -321821.250000 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -321821.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -321939.750000 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -321939.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -322078.750000 Penalty: 3809.137939
	Iteration 4F: 3 clusters Score -322078.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -322172.593750 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -322172.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -322252.937500 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -322252.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -322322.562500 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -322322.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -322394.468750 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -322394.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322443.406250 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -322443.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322474.468750 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -322474.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -322494.687500 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -322494.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -322508.875000 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -322508.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -322526.218750 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -322526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -322536.562500 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -322536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -322546.656250 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -322546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -322554.968750 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -322555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -322562.718750 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -322562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -322569.687500 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -322569.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322580.562500 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -322580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322591.281250 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -322591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -322596.750000 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -322596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322601.968750 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -322602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322612.187500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -322612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322613.906250 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -322613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322613.906250 Penalty: 3809.137939
	Iteration 25F: 3 clusters Score -322613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -35794.230469 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -35794.23 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 147 members 
Entering Unmasked Estep 
Score: -34610.804688 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34610.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34743.363281 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34743.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34787.738281 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -34787.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34836.496094 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -34836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34859.339844 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -34859.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34868.324219 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -34868.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34888.601562 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -34888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34911.750000 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -34911.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34945.976562 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -34945.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34975.101562 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -34975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35031.347656 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -35031.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35339.375000 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -35339.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35380.261719 Penalty: 2805.372070
	Iteration 12Q: 3 clusters Score -35380.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35433.742188 Penalty: 2805.372070
	Iteration 13Q: 3 clusters Score -35433.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35451.683594 Penalty: 2805.372070
	Iteration 14Q: 3 clusters Score -35451.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35462.480469 Penalty: 2805.372070
	Iteration 15Q: 3 clusters Score -35462.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35468.808594 Penalty: 2805.372070
	Iteration 16Q: 3 clusters Score -35468.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35471.449219 Penalty: 2805.372070
	Iteration 17Q: 3 clusters Score -35471.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35474.988281 Penalty: 2805.372070
	Iteration 18F: 3 clusters Score -35474.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -35480.035156 Penalty: 2805.372070
	Iteration 19Q: 3 clusters Score -35480.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35485.527344 Penalty: 2805.372070
	Iteration 20F: 3 clusters Score -35485.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -44030.085938 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -44030.09 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 177 members 
Entering Unmasked Estep 
Score: -42762.261719 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -42762.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42902.003906 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42948.742188 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -42948.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43002.687500 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -43002.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43022.492188 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -43022.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43029.792969 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -43029.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43035.558594 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -43035.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43042.652344 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -43042.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43073.875000 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -43073.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43100.988281 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -43100.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43136.011719 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -43136.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43192.671875 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -43192.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43240.261719 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -43240.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43369.105469 Penalty: 2896.958252
	Iteration 13Q: 3 clusters Score -43369.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43445.386719 Penalty: 2896.958252
	Iteration 14Q: 3 clusters Score -43445.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43489.781250 Penalty: 2896.958252
	Iteration 15Q: 3 clusters Score -43489.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43511.250000 Penalty: 2896.958252
	Iteration 16Q: 3 clusters Score -43511.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43544.820312 Penalty: 2896.958252
	Iteration 17Q: 3 clusters Score -43544.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43571.773438 Penalty: 2896.958252
	Iteration 18Q: 3 clusters Score -43571.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43577.476562 Penalty: 2896.958252
	Iteration 19Q: 3 clusters Score -43577.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43583.597656 Penalty: 2896.958252
	Iteration 20F: 3 clusters Score -43583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43599.242188 Penalty: 2896.958252
	Iteration 21Q: 3 clusters Score -43599.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43602.777344 Penalty: 2896.958252
	Iteration 22Q: 3 clusters Score -43602.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43602.777344 Penalty: 2896.958252
	Iteration 23F: 3 clusters Score -43602.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -739780.125000 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -739780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -735228.500000 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -735228.5 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -736323.437500 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -736323.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -736549.937500 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -736549.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -736692.062500 Penalty: 4230.934082
	Iteration 3F: 3 clusters Score -736692.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -736775.937500 Penalty: 4230.934082
	Iteration 4Q: 3 clusters Score -736775.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -736830.750000 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -736830.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -736867.312500 Penalty: 4230.934082
	Iteration 6Q: 3 clusters Score -736867.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -736894.312500 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -736894.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -736918.312500 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -736918.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -736944.125000 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -736944.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -736963.625000 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -736963.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -736984.000000 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -736984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -737001.000000 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -737001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -737017.750000 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -737017.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -737027.750000 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -737027.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -737038.062500 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -737038.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -737047.125000 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -737047.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -737054.500000 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -737054.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -737065.000000 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -737065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -737080.875000 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -737080.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -737098.625000 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -737098.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -737119.875000 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -737119.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -737136.562500 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -737136.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -737158.375000 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -737158.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -737182.562500 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -737182.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -737206.687500 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -737206.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -737230.625000 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -737230.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -737257.375000 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -737257.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -737293.187500 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -737293.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -737329.000000 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -737329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -737373.625000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -737373.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -737420.375000 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -737420.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -737472.375000 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -737472.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -737521.750000 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -737521.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -737569.687500 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -737569.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -737615.750000 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -737615.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -737654.812500 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -737654.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -737690.062500 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -737690.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -737736.500000 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -737736.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -737785.375000 Penalty: 4230.934082
	Iteration 39Q: 3 clusters Score -737785.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -737835.500000 Penalty: 4230.934082
	Iteration 40F: 3 clusters Score -737835.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -737884.375000 Penalty: 4230.934082
	Iteration 41Q: 3 clusters Score -737884.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -737924.000000 Penalty: 4230.934082
	Iteration 42Q: 3 clusters Score -737924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -737962.375000 Penalty: 4230.934082
	Iteration 43Q: 3 clusters Score -737962.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -737982.187500 Penalty: 4230.934082
	Iteration 44Q: 3 clusters Score -737982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -737997.875000 Penalty: 4230.934082
	Iteration 45Q: 3 clusters Score -737997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -738006.875000 Penalty: 4230.934082
	Iteration 46Q: 3 clusters Score -738006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -738011.437500 Penalty: 4230.934082
	Iteration 47Q: 3 clusters Score -738011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -738015.812500 Penalty: 4230.934082
	Iteration 48Q: 3 clusters Score -738015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -738023.625000 Penalty: 4230.934082
	Iteration 49Q: 3 clusters Score -738023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -738029.062500 Penalty: 4230.934082
	Iteration 50Q: 3 clusters Score -738029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -738036.187500 Penalty: 4230.934082
	Iteration 51Q: 3 clusters Score -738036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -738047.375000 Penalty: 4230.934082
	Iteration 52Q: 3 clusters Score -738047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -738052.312500 Penalty: 4230.934082
	Iteration 53Q: 3 clusters Score -738052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -738057.437500 Penalty: 4230.934082
	Iteration 54Q: 3 clusters Score -738057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -738060.375000 Penalty: 4230.934082
	Iteration 55Q: 3 clusters Score -738060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -738064.062500 Penalty: 4230.934082
	Iteration 56Q: 3 clusters Score -738064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -738065.812500 Penalty: 4230.934082
	Iteration 57Q: 3 clusters Score -738065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -738066.375000 Penalty: 4230.934082
	Iteration 58Q: 3 clusters Score -738066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -738066.375000 Penalty: 4230.934082
	Iteration 59F: 3 clusters Score -738066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -1730005.000000 Penalty: 2318.544922
	Iteration 0F: 2 clusters Score -1730005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1721351.750000 Penalty: 4637.089844
	Iteration 0F: 3 clusters Score -1721352 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1724033.625000 Penalty: 4637.089844
	Iteration 1F: 3 clusters Score -1724034 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1724404.625000 Penalty: 4637.089844
	Iteration 2F: 3 clusters Score -1724405 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1724711.000000 Penalty: 4637.089844
	Iteration 3F: 3 clusters Score -1724711 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1724959.625000 Penalty: 4637.089844
	Iteration 4Q: 3 clusters Score -1724960 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1725201.375000 Penalty: 4637.089844
	Iteration 5Q: 3 clusters Score -1725201 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1725412.250000 Penalty: 4637.089844
	Iteration 6Q: 3 clusters Score -1725412 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1725606.750000 Penalty: 4637.089844
	Iteration 7Q: 3 clusters Score -1725607 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1725786.250000 Penalty: 4637.089844
	Iteration 8Q: 3 clusters Score -1725786 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1725917.875000 Penalty: 4637.089844
	Iteration 9Q: 3 clusters Score -1725918 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1726030.250000 Penalty: 4637.089844
	Iteration 10Q: 3 clusters Score -1726030 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1726122.375000 Penalty: 4637.089844
	Iteration 11Q: 3 clusters Score -1726122 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1726194.375000 Penalty: 4637.089844
	Iteration 12Q: 3 clusters Score -1726194 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1726250.750000 Penalty: 4637.089844
	Iteration 13Q: 3 clusters Score -1726251 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1726300.500000 Penalty: 4637.089844
	Iteration 14Q: 3 clusters Score -1726300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1726327.500000 Penalty: 4637.089844
	Iteration 15Q: 3 clusters Score -1726328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1726347.625000 Penalty: 4637.089844
	Iteration 16Q: 3 clusters Score -1726348 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1726375.250000 Penalty: 4637.089844
	Iteration 17Q: 3 clusters Score -1726375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1726398.375000 Penalty: 4637.089844
	Iteration 18Q: 3 clusters Score -1726398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1726420.375000 Penalty: 4637.089844
	Iteration 19Q: 3 clusters Score -1726420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1726439.125000 Penalty: 4637.089844
	Iteration 20F: 3 clusters Score -1726439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1726454.500000 Penalty: 4637.089844
	Iteration 21Q: 3 clusters Score -1726454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1726468.875000 Penalty: 4637.089844
	Iteration 22Q: 3 clusters Score -1726469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1726473.500000 Penalty: 4637.089844
	Iteration 23Q: 3 clusters Score -1726474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1726481.375000 Penalty: 4637.089844
	Iteration 24Q: 3 clusters Score -1726481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1726488.875000 Penalty: 4637.089844
	Iteration 25Q: 3 clusters Score -1726489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1726492.750000 Penalty: 4637.089844
	Iteration 26Q: 3 clusters Score -1726493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1726497.125000 Penalty: 4637.089844
	Iteration 27Q: 3 clusters Score -1726497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1726504.625000 Penalty: 4637.089844
	Iteration 28Q: 3 clusters Score -1726505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1726509.375000 Penalty: 4637.089844
	Iteration 29Q: 3 clusters Score -1726509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1726514.750000 Penalty: 4637.089844
	Iteration 30Q: 3 clusters Score -1726515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1726514.125000 Penalty: 4637.089844
	Iteration 31Q: 3 clusters Score -1726514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1726514.500000 Penalty: 4637.089844
	Iteration 32Q: 3 clusters Score -1726514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1726516.000000 Penalty: 4637.089844
	Iteration 33Q: 3 clusters Score -1726516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1726515.000000 Penalty: 4637.089844
	Iteration 34Q: 3 clusters Score -1726515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1726516.750000 Penalty: 4637.089844
	Iteration 35Q: 3 clusters Score -1726517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1726519.500000 Penalty: 4637.089844
	Iteration 36Q: 3 clusters Score -1726520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1726519.000000 Penalty: 4637.089844
	Iteration 37Q: 3 clusters Score -1726519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1726517.125000 Penalty: 4637.089844
	Iteration 38Q: 3 clusters Score -1726517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1726519.500000 Penalty: 4637.089844
	Iteration 39Q: 3 clusters Score -1726520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1726520.625000 Penalty: 4637.089844
	Iteration 40F: 3 clusters Score -1726521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1726521.750000 Penalty: 4637.089844
	Iteration 41Q: 3 clusters Score -1726522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1726523.250000 Penalty: 4637.089844
	Iteration 42Q: 3 clusters Score -1726523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1726523.125000 Penalty: 4637.089844
	Iteration 43Q: 3 clusters Score -1726523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1726523.000000 Penalty: 4637.089844
	Iteration 44Q: 3 clusters Score -1726523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1726525.125000 Penalty: 4637.089844
	Iteration 45Q: 3 clusters Score -1726525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1726524.625000 Penalty: 4637.089844
	Iteration 46Q: 3 clusters Score -1726525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1726522.375000 Penalty: 4637.089844
	Iteration 47Q: 3 clusters Score -1726522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1726523.375000 Penalty: 4637.089844
	Iteration 48Q: 3 clusters Score -1726523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1726524.750000 Penalty: 4637.089844
	Iteration 49Q: 3 clusters Score -1726525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1726527.125000 Penalty: 4637.089844
	Iteration 50Q: 3 clusters Score -1726527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1726526.125000 Penalty: 4637.089844
	Iteration 51Q: 3 clusters Score -1726526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1726527.375000 Penalty: 4637.089844
	Iteration 52Q: 3 clusters Score -1726527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1726527.000000 Penalty: 4637.089844
	Iteration 53Q: 3 clusters Score -1726527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1726528.750000 Penalty: 4637.089844
	Iteration 54Q: 3 clusters Score -1726529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1726533.125000 Penalty: 4637.089844
	Iteration 55Q: 3 clusters Score -1726533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1726533.125000 Penalty: 4637.089844
	Iteration 56F: 3 clusters Score -1726533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -348340.968750 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -348341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -345510.218750 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -345510.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346049.531250 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -346049.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -346184.687500 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -346184.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -346246.687500 Penalty: 3844.091309
	Iteration 3Q: 3 clusters Score -346246.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -346295.781250 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -346295.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -346332.750000 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -346332.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -346369.312500 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -346369.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -346401.937500 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -346401.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -346417.687500 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -346417.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -346427.125000 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -346427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -346433.250000 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -346433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -346444.031250 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -346444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -346457.375000 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -346457.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -346467.656250 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -346467.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -346482.406250 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -346482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -346497.625000 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -346497.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -346509.156250 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -346509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -346523.937500 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -346523.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -346534.468750 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -346534.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -346549.906250 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -346549.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -346566.218750 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -346566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -346579.312500 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -346579.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -346595.500000 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -346595.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -346613.781250 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -346613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -346633.437500 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -346633.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -346652.593750 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -346652.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -346680.250000 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -346680.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -346704.156250 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -346704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -346725.843750 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -346725.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -346749.093750 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -346749.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -346768.468750 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -346768.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -346784.187500 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -346784.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -346797.875000 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -346797.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -346817.406250 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -346817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -346845.062500 Penalty: 3844.091309
	Iteration 34Q: 3 clusters Score -346845.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -346881.593750 Penalty: 3844.091309
	Iteration 35Q: 3 clusters Score -346881.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -346937.062500 Penalty: 3844.091309
	Iteration 36Q: 3 clusters Score -346937.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -346985.375000 Penalty: 3844.091309
	Iteration 37Q: 3 clusters Score -346985.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -347033.093750 Penalty: 3844.091309
	Iteration 38Q: 3 clusters Score -347033.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -347063.187500 Penalty: 3844.091309
	Iteration 39Q: 3 clusters Score -347063.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -347079.781250 Penalty: 3844.091309
	Iteration 40F: 3 clusters Score -347079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347092.500000 Penalty: 3844.091309
	Iteration 41Q: 3 clusters Score -347092.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -347106.937500 Penalty: 3844.091309
	Iteration 42Q: 3 clusters Score -347106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -347118.593750 Penalty: 3844.091309
	Iteration 43Q: 3 clusters Score -347118.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -347134.156250 Penalty: 3844.091309
	Iteration 44Q: 3 clusters Score -347134.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -347147.687500 Penalty: 3844.091309
	Iteration 45Q: 3 clusters Score -347147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -347155.625000 Penalty: 3844.091309
	Iteration 46Q: 3 clusters Score -347155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -347164.656250 Penalty: 3844.091309
	Iteration 47Q: 3 clusters Score -347164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -347170.593750 Penalty: 3844.091309
	Iteration 48Q: 3 clusters Score -347170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -347174.781250 Penalty: 3844.091309
	Iteration 49Q: 3 clusters Score -347174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -347179.406250 Penalty: 3844.091309
	Iteration 50Q: 3 clusters Score -347179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -347183.187500 Penalty: 3844.091309
	Iteration 51Q: 3 clusters Score -347183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -347188.718750 Penalty: 3844.091309
	Iteration 52Q: 3 clusters Score -347188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347196.843750 Penalty: 3844.091309
	Iteration 53Q: 3 clusters Score -347196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -347207.218750 Penalty: 3844.091309
	Iteration 54Q: 3 clusters Score -347207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -347213.593750 Penalty: 3844.091309
	Iteration 55Q: 3 clusters Score -347213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347217.781250 Penalty: 3844.091309
	Iteration 56Q: 3 clusters Score -347217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -347218.781250 Penalty: 3844.091309
	Iteration 57Q: 3 clusters Score -347218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -347222.625000 Penalty: 3844.091309
	Iteration 58Q: 3 clusters Score -347222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -347233.531250 Penalty: 3844.091309
	Iteration 59Q: 3 clusters Score -347233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -347238.125000 Penalty: 3844.091309
	Iteration 60F: 3 clusters Score -347238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -347242.156250 Penalty: 3844.091309
	Iteration 61Q: 3 clusters Score -347242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -347243.468750 Penalty: 3844.091309
	Iteration 62Q: 3 clusters Score -347243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -347244.968750 Penalty: 3844.091309
	Iteration 63Q: 3 clusters Score -347245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -347246.000000 Penalty: 3844.091309
	Iteration 64Q: 3 clusters Score -347246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -347246.812500 Penalty: 3844.091309
	Iteration 65Q: 3 clusters Score -347246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -347249.406250 Penalty: 3844.091309
	Iteration 66Q: 3 clusters Score -347249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347249.937500 Penalty: 3844.091309
	Iteration 67Q: 3 clusters Score -347249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347249.937500 Penalty: 3844.091309
	Iteration 68F: 3 clusters Score -347249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Entering Unmasked Estep 
Score: -5773343.000000 Penalty: 2615.029297
	Iteration 0F: 2 clusters Score -5773343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5747556.500000 Penalty: 5230.058594
	Iteration 0F: 3 clusters Score -5747556 nChanged 17282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5756918.500000 Penalty: 5230.058594
	Iteration 1F: 3 clusters Score -5756918 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5757528.500000 Penalty: 5230.058594
	Iteration 2Q: 3 clusters Score -5757528 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5758203.500000 Penalty: 5230.058594
	Iteration 3Q: 3 clusters Score -5758204 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5758881.000000 Penalty: 5230.058594
	Iteration 4Q: 3 clusters Score -5758881 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5759605.500000 Penalty: 5230.058594
	Iteration 5Q: 3 clusters Score -5759606 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5760393.500000 Penalty: 5230.058594
	Iteration 6Q: 3 clusters Score -5760394 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5761166.000000 Penalty: 5230.058594
	Iteration 7Q: 3 clusters Score -5761166 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5762024.500000 Penalty: 5230.058594
	Iteration 8Q: 3 clusters Score -5762024 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -5763005.500000 Penalty: 5230.058594
	Iteration 9Q: 3 clusters Score -5763006 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5764092.500000 Penalty: 5230.058594
	Iteration 10F: 3 clusters Score -5764092 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5765245.500000 Penalty: 5230.058594
	Iteration 11F: 3 clusters Score -5765246 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5766405.500000 Penalty: 5230.058594
	Iteration 12Q: 3 clusters Score -5766406 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5767313.000000 Penalty: 5230.058594
	Iteration 13Q: 3 clusters Score -5767313 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5767913.000000 Penalty: 5230.058594
	Iteration 14Q: 3 clusters Score -5767913 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5768307.000000 Penalty: 5230.058594
	Iteration 15Q: 3 clusters Score -5768307 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5768550.000000 Penalty: 5230.058594
	Iteration 16Q: 3 clusters Score -5768550 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -5768672.000000 Penalty: 5230.058594
	Iteration 17Q: 3 clusters Score -5768672 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5768757.000000 Penalty: 5230.058594
	Iteration 18Q: 3 clusters Score -5768757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5768828.000000 Penalty: 5230.058594
	Iteration 19Q: 3 clusters Score -5768828 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5768914.000000 Penalty: 5230.058594
	Iteration 20F: 3 clusters Score -5768914 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5768957.000000 Penalty: 5230.058594
	Iteration 21Q: 3 clusters Score -5768957 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5769018.500000 Penalty: 5230.058594
	Iteration 22Q: 3 clusters Score -5769018 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5769122.500000 Penalty: 5230.058594
	Iteration 23Q: 3 clusters Score -5769122 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5769208.500000 Penalty: 5230.058594
	Iteration 24Q: 3 clusters Score -5769208 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5769268.500000 Penalty: 5230.058594
	Iteration 25Q: 3 clusters Score -5769268 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -5769342.000000 Penalty: 5230.058594
	Iteration 26Q: 3 clusters Score -5769342 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5769382.500000 Penalty: 5230.058594
	Iteration 27Q: 3 clusters Score -5769382 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5769454.500000 Penalty: 5230.058594
	Iteration 28Q: 3 clusters Score -5769454 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5769534.000000 Penalty: 5230.058594
	Iteration 29Q: 3 clusters Score -5769534 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5769589.500000 Penalty: 5230.058594
	Iteration 30Q: 3 clusters Score -5769590 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5769683.000000 Penalty: 5230.058594
	Iteration 31Q: 3 clusters Score -5769683 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5769758.500000 Penalty: 5230.058594
	Iteration 32Q: 3 clusters Score -5769758 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -5769837.000000 Penalty: 5230.058594
	Iteration 33Q: 3 clusters Score -5769837 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5769899.500000 Penalty: 5230.058594
	Iteration 34Q: 3 clusters Score -5769900 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5769985.000000 Penalty: 5230.058594
	Iteration 35Q: 3 clusters Score -5769985 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -5770089.000000 Penalty: 5230.058594
	Iteration 36Q: 3 clusters Score -5770089 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -5770184.000000 Penalty: 5230.058594
	Iteration 37Q: 3 clusters Score -5770184 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5770253.000000 Penalty: 5230.058594
	Iteration 38Q: 3 clusters Score -5770253 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -5770324.000000 Penalty: 5230.058594
	Iteration 39Q: 3 clusters Score -5770324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5770411.000000 Penalty: 5230.058594
	Iteration 40F: 3 clusters Score -5770411 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5770490.000000 Penalty: 5230.058594
	Iteration 41Q: 3 clusters Score -5770490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5770580.000000 Penalty: 5230.058594
	Iteration 42Q: 3 clusters Score -5770580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -5770595.500000 Penalty: 5230.058594
	Iteration 43Q: 3 clusters Score -5770596 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -5770656.500000 Penalty: 5230.058594
	Iteration 44Q: 3 clusters Score -5770656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -5770725.000000 Penalty: 5230.058594
	Iteration 45Q: 3 clusters Score -5770725 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -5770813.000000 Penalty: 5230.058594
	Iteration 46Q: 3 clusters Score -5770813 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -5770860.500000 Penalty: 5230.058594
	Iteration 47Q: 3 clusters Score -5770860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -5770933.500000 Penalty: 5230.058594
	Iteration 48Q: 3 clusters Score -5770934 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -5770982.000000 Penalty: 5230.058594
	Iteration 49Q: 3 clusters Score -5770982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5771033.000000 Penalty: 5230.058594
	Iteration 50Q: 3 clusters Score -5771033 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5771069.500000 Penalty: 5230.058594
	Iteration 51Q: 3 clusters Score -5771070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -5771105.000000 Penalty: 5230.058594
	Iteration 52Q: 3 clusters Score -5771105 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -5771144.500000 Penalty: 5230.058594
	Iteration 53Q: 3 clusters Score -5771144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -5771175.500000 Penalty: 5230.058594
	Iteration 54Q: 3 clusters Score -5771176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5771206.000000 Penalty: 5230.058594
	Iteration 55Q: 3 clusters Score -5771206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -5771233.000000 Penalty: 5230.058594
	Iteration 56Q: 3 clusters Score -5771233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5771246.000000 Penalty: 5230.058594
	Iteration 57Q: 3 clusters Score -5771246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -5771272.500000 Penalty: 5230.058594
	Iteration 58Q: 3 clusters Score -5771272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -5771282.500000 Penalty: 5230.058594
	Iteration 59Q: 3 clusters Score -5771282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5771291.000000 Penalty: 5230.058594
	Iteration 60F: 3 clusters Score -5771291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5771302.500000 Penalty: 5230.058594
	Iteration 61Q: 3 clusters Score -5771302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5771307.500000 Penalty: 5230.058594
	Iteration 62Q: 3 clusters Score -5771308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5771296.500000 Penalty: 5230.058594
	Iteration 63Q: 3 clusters Score -5771296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5771303.000000 Penalty: 5230.058594
	Iteration 64Q: 3 clusters Score -5771303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -5771296.500000 Penalty: 5230.058594
	Iteration 65Q: 3 clusters Score -5771296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5771296.000000 Penalty: 5230.058594
	Iteration 66Q: 3 clusters Score -5771296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5771299.500000 Penalty: 5230.058594
	Iteration 67Q: 3 clusters Score -5771300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -5771307.500000 Penalty: 5230.058594
	Iteration 68Q: 3 clusters Score -5771308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5771302.500000 Penalty: 5230.058594
	Iteration 69Q: 3 clusters Score -5771302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5771303.000000 Penalty: 5230.058594
	Iteration 70Q: 3 clusters Score -5771303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -5771305.000000 Penalty: 5230.058594
	Iteration 71Q: 3 clusters Score -5771305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -5771312.500000 Penalty: 5230.058594
	Iteration 72Q: 3 clusters Score -5771312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5771320.500000 Penalty: 5230.058594
	Iteration 73Q: 3 clusters Score -5771320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -5771330.000000 Penalty: 5230.058594
	Iteration 74Q: 3 clusters Score -5771330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -5771335.000000 Penalty: 5230.058594
	Iteration 75Q: 3 clusters Score -5771335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5771322.000000 Penalty: 5230.058594
	Iteration 76Q: 3 clusters Score -5771322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5771329.000000 Penalty: 5230.058594
	Iteration 77Q: 3 clusters Score -5771329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5771332.000000 Penalty: 5230.058594
	Iteration 78Q: 3 clusters Score -5771332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -5771342.500000 Penalty: 5230.058594
	Iteration 79Q: 3 clusters Score -5771342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5771340.000000 Penalty: 5230.058594
	Iteration 80F: 3 clusters Score -5771340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5771341.000000 Penalty: 5230.058594
	Iteration 81Q: 3 clusters Score -5771341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5771346.000000 Penalty: 5230.058594
	Iteration 82Q: 3 clusters Score -5771346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5771339.000000 Penalty: 5230.058594
	Iteration 83Q: 3 clusters Score -5771339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -5771338.000000 Penalty: 5230.058594
	Iteration 84Q: 3 clusters Score -5771338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5771335.000000 Penalty: 5230.058594
	Iteration 85Q: 3 clusters Score -5771335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5771331.000000 Penalty: 5230.058594
	Iteration 86Q: 3 clusters Score -5771331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5771331.000000 Penalty: 5230.058594
	Iteration 87F: 3 clusters Score -5771331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -259130.125000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -259130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -256656.125000 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -256656.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -257233.750000 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -257233.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -257428.890625 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -257428.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -257595.828125 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -257595.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -257706.187500 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -257706.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -257810.265625 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -257810.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -257873.500000 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -257873.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -257919.968750 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -257920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257963.531250 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -257963.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -258009.500000 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -258009.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -258042.828125 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -258042.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -258065.968750 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -258066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258111.328125 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -258111.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -258158.968750 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -258159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258194.125000 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -258194.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -258217.437500 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -258217.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -258228.828125 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -258228.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -258238.562500 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -258238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -258246.781250 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -258246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -258253.171875 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -258253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -258256.812500 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -258256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -258268.875000 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -258268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -258274.625000 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -258274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258276.796875 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -258276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258282.296875 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -258282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258283.468750 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -258283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258285.531250 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -258285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -258286.328125 Penalty: 3716.132812
	Iteration 27Q: 3 clusters Score -258286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -258287.453125 Penalty: 3716.132812
	Iteration 28Q: 3 clusters Score -258287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -258287.453125 Penalty: 3716.132812
	Iteration 29F: 3 clusters Score -258287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Entering Unmasked Estep 
Score: -16912680.000000 Penalty: 2879.250000
	Iteration 0F: 2 clusters Score -1.691268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -16839482.000000 Penalty: 5758.500000
	Iteration 0F: 3 clusters Score -1.683948e+07 nChanged 52442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -16869746.000000 Penalty: 5758.500000
	Iteration 1F: 3 clusters Score -1.686975e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -16870834.000000 Penalty: 5758.500000
	Iteration 2Q: 3 clusters Score -1.687083e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -16872254.000000 Penalty: 5758.500000
	Iteration 3Q: 3 clusters Score -1.687225e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -16874386.000000 Penalty: 5758.500000
	Iteration 4Q: 3 clusters Score -1.687439e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -16877530.000000 Penalty: 5758.500000
	Iteration 5F: 3 clusters Score -1.687753e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -16881608.000000 Penalty: 5758.500000
	Iteration 6F: 3 clusters Score -1.688161e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -16886808.000000 Penalty: 5758.500000
	Iteration 7F: 3 clusters Score -1.688681e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -16892718.000000 Penalty: 5758.500000
	Iteration 8F: 3 clusters Score -1.689272e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -16897932.000000 Penalty: 5758.500000
	Iteration 9F: 3 clusters Score -1.689793e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -16901562.000000 Penalty: 5758.500000
	Iteration 10Q: 3 clusters Score -1.690156e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -16903964.000000 Penalty: 5758.500000
	Iteration 11Q: 3 clusters Score -1.690396e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -16905600.000000 Penalty: 5758.500000
	Iteration 12Q: 3 clusters Score -1.69056e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -16906702.000000 Penalty: 5758.500000
	Iteration 13Q: 3 clusters Score -1.69067e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -16907662.000000 Penalty: 5758.500000
	Iteration 14Q: 3 clusters Score -1.690766e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -16908334.000000 Penalty: 5758.500000
	Iteration 15Q: 3 clusters Score -1.690833e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 105532 members 
Entering Unmasked Estep 
Score: -16908852.000000 Penalty: 5758.500000
	Iteration 16Q: 3 clusters Score -1.690885e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -16909220.000000 Penalty: 5758.500000
	Iteration 17Q: 3 clusters Score -1.690922e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -16909566.000000 Penalty: 5758.500000
	Iteration 18Q: 3 clusters Score -1.690957e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -16909726.000000 Penalty: 5758.500000
	Iteration 19Q: 3 clusters Score -1.690973e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -16909846.000000 Penalty: 5758.500000
	Iteration 20F: 3 clusters Score -1.690985e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -16909994.000000 Penalty: 5758.500000
	Iteration 21Q: 3 clusters Score -1.690999e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -16910058.000000 Penalty: 5758.500000
	Iteration 22Q: 3 clusters Score -1.691006e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -16910094.000000 Penalty: 5758.500000
	Iteration 23Q: 3 clusters Score -1.691009e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -16910142.000000 Penalty: 5758.500000
	Iteration 24Q: 3 clusters Score -1.691014e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -16910216.000000 Penalty: 5758.500000
	Iteration 25Q: 3 clusters Score -1.691022e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -16910246.000000 Penalty: 5758.500000
	Iteration 26Q: 3 clusters Score -1.691025e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -16910286.000000 Penalty: 5758.500000
	Iteration 27Q: 3 clusters Score -1.691029e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -16910322.000000 Penalty: 5758.500000
	Iteration 28Q: 3 clusters Score -1.691032e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -16910344.000000 Penalty: 5758.500000
	Iteration 29Q: 3 clusters Score -1.691034e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -16910348.000000 Penalty: 5758.500000
	Iteration 30Q: 3 clusters Score -1.691035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -16910380.000000 Penalty: 5758.500000
	Iteration 31Q: 3 clusters Score -1.691038e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -16910378.000000 Penalty: 5758.500000
	Iteration 32Q: 3 clusters Score -1.691038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -16910402.000000 Penalty: 5758.500000
	Iteration 33Q: 3 clusters Score -1.69104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -16910426.000000 Penalty: 5758.500000
	Iteration 34Q: 3 clusters Score -1.691043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -16910450.000000 Penalty: 5758.500000
	Iteration 35Q: 3 clusters Score -1.691045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -16910436.000000 Penalty: 5758.500000
	Iteration 36Q: 3 clusters Score -1.691044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -16910446.000000 Penalty: 5758.500000
	Iteration 37Q: 3 clusters Score -1.691045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -16910456.000000 Penalty: 5758.500000
	Iteration 38Q: 3 clusters Score -1.691046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -16910452.000000 Penalty: 5758.500000
	Iteration 39Q: 3 clusters Score -1.691045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 109016 members 
Entering Unmasked Estep 
Score: -16910442.000000 Penalty: 5758.500000
	Iteration 40F: 3 clusters Score -1.691044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -16910464.000000 Penalty: 5758.500000
	Iteration 41Q: 3 clusters Score -1.691046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -16910462.000000 Penalty: 5758.500000
	Iteration 42Q: 3 clusters Score -1.691046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -16910452.000000 Penalty: 5758.500000
	Iteration 43Q: 3 clusters Score -1.691045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -16910452.000000 Penalty: 5758.500000
	Iteration 44Q: 3 clusters Score -1.691045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -16910452.000000 Penalty: 5758.500000
	Iteration 45F: 3 clusters Score -1.691045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -261758.531250 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -261758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -259263.546875 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -259263.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -259917.312500 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -259917.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -260154.843750 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -260154.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -260315.484375 Penalty: 3734.852051
	Iteration 3F: 3 clusters Score -260315.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -260414.609375 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -260414.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260488.750000 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -260488.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260558.859375 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -260558.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260631.250000 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -260631.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -260700.609375 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -260700.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260743.640625 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -260743.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -260787.187500 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -260787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260820.093750 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -260820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260837.656250 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -260837.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -260858.375000 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -260858.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -260875.015625 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -260875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -260890.062500 Penalty: 3734.852051
	Iteration 15Q: 3 clusters Score -260890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -260900.093750 Penalty: 3734.852051
	Iteration 16Q: 3 clusters Score -260900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -260908.390625 Penalty: 3734.852051
	Iteration 17Q: 3 clusters Score -260908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -260915.281250 Penalty: 3734.852051
	Iteration 18Q: 3 clusters Score -260915.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -260920.234375 Penalty: 3734.852051
	Iteration 19Q: 3 clusters Score -260920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -260926.000000 Penalty: 3734.852051
	Iteration 20F: 3 clusters Score -260926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -260929.218750 Penalty: 3734.852051
	Iteration 21Q: 3 clusters Score -260929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -260934.593750 Penalty: 3734.852051
	Iteration 22Q: 3 clusters Score -260934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -260936.453125 Penalty: 3734.852051
	Iteration 23Q: 3 clusters Score -260936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -260937.406250 Penalty: 3734.852051
	Iteration 24Q: 3 clusters Score -260937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -260937.406250 Penalty: 3734.852051
	Iteration 25F: 3 clusters Score -260937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -73528.734375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -73528.73 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 267 members 
Entering Unmasked Estep 
Score: -71999.570312 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -71999.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72225.984375 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -72225.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72312.414062 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -72312.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72342.039062 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -72342.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72364.203125 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -72364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72364.203125 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -72364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -348018.406250 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -348018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -345129.812500 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -345129.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -345699.906250 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -345699.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -345839.843750 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -345839.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -345913.468750 Penalty: 3859.444580
	Iteration 3Q: 3 clusters Score -345913.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -345971.781250 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -345971.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -346032.718750 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -346032.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -346100.312500 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -346100.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -346204.375000 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -346204.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346344.343750 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -346344.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346534.781250 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -346534.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -346774.062500 Penalty: 3859.444580
	Iteration 10F: 3 clusters Score -346774.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -347000.687500 Penalty: 3859.444580
	Iteration 11F: 3 clusters Score -347000.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -347185.000000 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -347185 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -347340.343750 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -347340.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -347493.625000 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -347493.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -347626.687500 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -347626.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -347723.125000 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -347723.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347771.781250 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -347771.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -347803.062500 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -347803.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -347813.593750 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -347813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -347820.500000 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -347820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347822.437500 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -347822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347822.437500 Penalty: 3859.444580
	Iteration 22F: 3 clusters Score -347822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -156525.421875 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -156525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -154524.562500 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -154524.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154860.562500 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -154860.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154950.593750 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -154950.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155009.281250 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -155009.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155048.000000 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -155048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155074.500000 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -155074.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -155092.984375 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -155093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155109.750000 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -155109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155119.421875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -155119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155123.156250 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -155123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155125.187500 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -155125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155129.109375 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -155129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155131.140625 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -155131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155132.843750 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -155132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155135.671875 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -155135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155138.078125 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -155138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155141.109375 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -155141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155141.109375 Penalty: 3482.900391
	Iteration 17F: 3 clusters Score -155141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Entering Unmasked Estep 
Score: -6770552.500000 Penalty: 2652.401367
	Iteration 0F: 2 clusters Score -6770552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -6740550.000000 Penalty: 5304.802734
	Iteration 0F: 3 clusters Score -6740550 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -6751786.000000 Penalty: 5304.802734
	Iteration 1F: 3 clusters Score -6751786 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -6752343.500000 Penalty: 5304.802734
	Iteration 2Q: 3 clusters Score -6752344 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -6752810.000000 Penalty: 5304.802734
	Iteration 3Q: 3 clusters Score -6752810 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -6753268.500000 Penalty: 5304.802734
	Iteration 4Q: 3 clusters Score -6753268 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6753726.000000 Penalty: 5304.802734
	Iteration 5Q: 3 clusters Score -6753726 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -6754178.000000 Penalty: 5304.802734
	Iteration 6Q: 3 clusters Score -6754178 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -6754652.000000 Penalty: 5304.802734
	Iteration 7Q: 3 clusters Score -6754652 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6755204.500000 Penalty: 5304.802734
	Iteration 8Q: 3 clusters Score -6755204 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -6755861.000000 Penalty: 5304.802734
	Iteration 9Q: 3 clusters Score -6755861 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -6756647.500000 Penalty: 5304.802734
	Iteration 10Q: 3 clusters Score -6756648 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -6757729.000000 Penalty: 5304.802734
	Iteration 11Q: 3 clusters Score -6757729 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -6759189.000000 Penalty: 5304.802734
	Iteration 12F: 3 clusters Score -6759189 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6760960.000000 Penalty: 5304.802734
	Iteration 13F: 3 clusters Score -6760960 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -6762917.000000 Penalty: 5304.802734
	Iteration 14F: 3 clusters Score -6762917 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -6764696.000000 Penalty: 5304.802734
	Iteration 15Q: 3 clusters Score -6764696 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -6766144.000000 Penalty: 5304.802734
	Iteration 16Q: 3 clusters Score -6766144 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -6767053.500000 Penalty: 5304.802734
	Iteration 17Q: 3 clusters Score -6767054 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -6767565.500000 Penalty: 5304.802734
	Iteration 18Q: 3 clusters Score -6767566 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6767880.500000 Penalty: 5304.802734
	Iteration 19Q: 3 clusters Score -6767880 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6768026.500000 Penalty: 5304.802734
	Iteration 20F: 3 clusters Score -6768026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6768122.500000 Penalty: 5304.802734
	Iteration 21Q: 3 clusters Score -6768122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -6768187.000000 Penalty: 5304.802734
	Iteration 22Q: 3 clusters Score -6768187 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6768227.500000 Penalty: 5304.802734
	Iteration 23Q: 3 clusters Score -6768228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -6768247.500000 Penalty: 5304.802734
	Iteration 24Q: 3 clusters Score -6768248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6768268.500000 Penalty: 5304.802734
	Iteration 25Q: 3 clusters Score -6768268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -6768274.000000 Penalty: 5304.802734
	Iteration 26Q: 3 clusters Score -6768274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -6768277.500000 Penalty: 5304.802734
	Iteration 27Q: 3 clusters Score -6768278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -6768300.000000 Penalty: 5304.802734
	Iteration 28Q: 3 clusters Score -6768300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6768304.500000 Penalty: 5304.802734
	Iteration 29Q: 3 clusters Score -6768304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -6768305.000000 Penalty: 5304.802734
	Iteration 30Q: 3 clusters Score -6768305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -6768304.500000 Penalty: 5304.802734
	Iteration 31Q: 3 clusters Score -6768304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -6768312.500000 Penalty: 5304.802734
	Iteration 32Q: 3 clusters Score -6768312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -6768314.000000 Penalty: 5304.802734
	Iteration 33Q: 3 clusters Score -6768314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -6768324.000000 Penalty: 5304.802734
	Iteration 34Q: 3 clusters Score -6768324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6768335.500000 Penalty: 5304.802734
	Iteration 35Q: 3 clusters Score -6768336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -6768341.000000 Penalty: 5304.802734
	Iteration 36Q: 3 clusters Score -6768341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -6768347.500000 Penalty: 5304.802734
	Iteration 37Q: 3 clusters Score -6768348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -6768347.500000 Penalty: 5304.802734
	Iteration 38F: 3 clusters Score -6768348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -292454.562500 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -292454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289779.312500 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -289779.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -290245.937500 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -290245.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -290405.375000 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -290405.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -290494.906250 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -290494.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290554.312500 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -290554.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -290611.968750 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -290612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -290648.250000 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -290648.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -290679.875000 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -290679.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -290714.281250 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -290714.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -290732.062500 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -290732.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -290756.843750 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -290756.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -290786.250000 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -290786.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290805.468750 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -290805.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290815.406250 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -290815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290827.968750 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -290828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -290840.281250 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -290840.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -290853.000000 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -290853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -290863.406250 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -290863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290872.656250 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -290872.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -290885.562500 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -290885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290898.093750 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -290898.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -290909.812500 Penalty: 3766.563477
	Iteration 21Q: 3 clusters Score -290909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -290920.312500 Penalty: 3766.563477
	Iteration 22Q: 3 clusters Score -290920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -290925.218750 Penalty: 3766.563477
	Iteration 23Q: 3 clusters Score -290925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -290932.812500 Penalty: 3766.563477
	Iteration 24Q: 3 clusters Score -290932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290940.375000 Penalty: 3766.563477
	Iteration 25Q: 3 clusters Score -290940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290945.750000 Penalty: 3766.563477
	Iteration 26Q: 3 clusters Score -290945.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290952.468750 Penalty: 3766.563477
	Iteration 27Q: 3 clusters Score -290952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -290953.468750 Penalty: 3766.563477
	Iteration 28Q: 3 clusters Score -290953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290955.812500 Penalty: 3766.563477
	Iteration 29Q: 3 clusters Score -290955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290957.656250 Penalty: 3766.563477
	Iteration 30Q: 3 clusters Score -290957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290958.312500 Penalty: 3766.563477
	Iteration 31Q: 3 clusters Score -290958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -290958.843750 Penalty: 3766.563477
	Iteration 32Q: 3 clusters Score -290958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -290959.656250 Penalty: 3766.563477
	Iteration 33Q: 3 clusters Score -290959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -290959.656250 Penalty: 3766.563477
	Iteration 34F: 3 clusters Score -290959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -999244.750000 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -999244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -993794.062500 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -993794.1 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -995106.625000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -995106.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -995348.062500 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -995348.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -995544.812500 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -995544.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -995681.000000 Penalty: 4351.521973
	Iteration 4Q: 3 clusters Score -995681 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -995791.625000 Penalty: 4351.521973
	Iteration 5Q: 3 clusters Score -995791.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -995900.312500 Penalty: 4351.521973
	Iteration 6Q: 3 clusters Score -995900.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -996004.500000 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -996004.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -996110.937500 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -996110.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -996230.375000 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -996230.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -996353.250000 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -996353.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -996505.062500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -996505.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -996644.937500 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -996644.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -996745.250000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -996745.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -996843.500000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -996843.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -996938.750000 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -996938.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -997028.062500 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -997028.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -997103.375000 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -997103.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -997174.375000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -997174.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -997220.500000 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -997220.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -997251.875000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -997251.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -997279.875000 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -997279.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -997302.250000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -997302.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -997331.937500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -997331.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -997357.375000 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -997357.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -997379.687500 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -997379.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -997394.625000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -997394.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -997407.937500 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -997407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -997420.812500 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -997420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -997432.500000 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -997432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -997441.187500 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -997441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -997445.875000 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -997445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -997450.937500 Penalty: 4351.521973
	Iteration 32Q: 3 clusters Score -997450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -997454.875000 Penalty: 4351.521973
	Iteration 33Q: 3 clusters Score -997454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -997457.375000 Penalty: 4351.521973
	Iteration 34Q: 3 clusters Score -997457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -997457.687500 Penalty: 4351.521973
	Iteration 35Q: 3 clusters Score -997457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -997461.375000 Penalty: 4351.521973
	Iteration 36Q: 3 clusters Score -997461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -997461.250000 Penalty: 4351.521973
	Iteration 37Q: 3 clusters Score -997461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -997463.500000 Penalty: 4351.521973
	Iteration 38Q: 3 clusters Score -997463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -997463.500000 Penalty: 4351.521973
	Iteration 39F: 3 clusters Score -997463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -212010.375000 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -212010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209739.828125 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -209739.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210219.750000 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -210219.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210445.062500 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -210445.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210588.515625 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -210588.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210689.718750 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -210689.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210753.375000 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -210753.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210803.390625 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -210803.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -210844.734375 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -210844.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210876.750000 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -210876.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -210896.968750 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -210897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -210914.187500 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -210914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210934.812500 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -210934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210953.656250 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -210953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210970.234375 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -210970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210986.234375 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -210986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -210998.453125 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -210998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -211010.375000 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -211010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -211015.968750 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -211016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -211017.843750 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -211017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -211019.062500 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -211019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -211019.218750 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -211019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24651.402344 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -24651.4 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 142 members 
Entering Unmasked Estep 
Score: -23593.095703 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -23593.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23951.050781 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -23951.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24102.552734 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -24102.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24231.462891 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -24231.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24310.718750 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -24310.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24387.167969 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -24387.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24411.191406 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -24411.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24439.269531 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -24439.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24451.763672 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -24451.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24473.552734 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -24473.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24481.623047 Penalty: 2815.669922
	Iteration 10Q: 3 clusters Score -24481.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24553.931641 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -24553.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24593.367188 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -24593.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24691.791016 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -24691.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24742.158203 Penalty: 2815.669922
	Iteration 14Q: 3 clusters Score -24742.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24764.841797 Penalty: 2815.669922
	Iteration 15Q: 3 clusters Score -24764.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24891.476562 Penalty: 2815.669922
	Iteration 16Q: 3 clusters Score -24891.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24932.062500 Penalty: 2815.669922
	Iteration 17Q: 3 clusters Score -24932.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24960.050781 Penalty: 2815.669922
	Iteration 18Q: 3 clusters Score -24960.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25007.419922 Penalty: 2815.669922
	Iteration 19Q: 3 clusters Score -25007.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25034.818359 Penalty: 2815.669922
	Iteration 20F: 3 clusters Score -25034.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25255.449219 Penalty: 2815.669922
	Iteration 21Q: 3 clusters Score -25255.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25262.367188 Penalty: 2815.669922
	Iteration 22Q: 3 clusters Score -25262.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25270.025391 Penalty: 2815.669922
	Iteration 23Q: 3 clusters Score -25270.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25283.265625 Penalty: 2815.669922
	Iteration 24Q: 3 clusters Score -25283.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25371.832031 Penalty: 2815.669922
	Iteration 25Q: 3 clusters Score -25371.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25406.466797 Penalty: 2815.669922
	Iteration 26Q: 3 clusters Score -25406.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25416.941406 Penalty: 2815.669922
	Iteration 27Q: 3 clusters Score -25416.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25416.941406 Penalty: 2815.669922
	Iteration 28F: 3 clusters Score -25416.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 184 members 
Entering Unmasked Estep 
Score: -70342560.000000 Penalty: 139297.500000
Splitting cluster 22 changes total score from -70343616.000000 to -70342560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -35956.050781 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -35956.05 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 160 members 
Entering Unmasked Estep 
Score: -34898.753906 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -34898.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35222.753906 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -35222.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35368.035156 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -35368.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35518.023438 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -35518.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35532.875000 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -35532.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35573.804688 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -35573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35596.042969 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -35596.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35654.863281 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -35654.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35717.367188 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -35717.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35769.183594 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -35769.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35807.066406 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -35807.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35820.941406 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -35820.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35837.429688 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -35837.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35870.304688 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -35870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35911.695312 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -35911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35964.046875 Penalty: 2892.613770
	Iteration 15Q: 3 clusters Score -35964.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35983.332031 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -35983.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35995.160156 Penalty: 2892.613770
	Iteration 17F: 3 clusters Score -35995.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36066.535156 Penalty: 2892.613770
	Iteration 18Q: 3 clusters Score -36066.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36091.164062 Penalty: 2892.613770
	Iteration 19Q: 3 clusters Score -36091.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36104.808594 Penalty: 2892.613770
	Iteration 20F: 3 clusters Score -36104.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 125 members 
Entering Unmasked Estep 
Score: -70341984.000000 Penalty: 139297.500000
Splitting cluster 23 changes total score from -70343616.000000 to -70341984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -110712.156250 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -110712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108972.570312 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -108972.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109654.203125 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -109654.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110080.437500 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -110080.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110317.960938 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -110318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110405.929688 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -110405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110451.125000 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -110451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -110481.593750 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -110481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -110493.539062 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -110493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110499.914062 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -110499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110508.046875 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -110508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110508.046875 Penalty: 3393.970947
	Iteration 10F: 3 clusters Score -110508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -330133.718750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -330133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -327405.937500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -327405.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -327892.000000 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -327892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -328015.718750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -328015.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -328080.843750 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -328080.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -328117.187500 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -328117.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -328159.062500 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -328159.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -328198.343750 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -328198.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -328238.687500 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -328238.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -328268.281250 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -328268.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -328280.625000 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -328280.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -328288.031250 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -328288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -328291.562500 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -328291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -328295.000000 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -328295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -328300.937500 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -328300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -328306.531250 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -328306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -328310.437500 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -328310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328313.625000 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -328313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -328317.468750 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -328317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -328324.875000 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -328324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -328329.125000 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -328329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -328330.656250 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -328330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -328332.656250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -328332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -328335.468750 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -328335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -328338.031250 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -328338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328338.000000 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -328338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328338.000000 Penalty: 3819.571045
	Iteration 25F: 3 clusters Score -328338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -179221.875000 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -179221.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177135.453125 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -177135.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177577.625000 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -177577.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177799.781250 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -177799.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177948.265625 Penalty: 3547.913818
	Iteration 3F: 3 clusters Score -177948.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -178079.437500 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -178079.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178184.812500 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -178184.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178307.203125 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -178307.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178404.453125 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -178404.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -178497.125000 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -178497.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -178601.140625 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -178601.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178656.000000 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -178656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -178681.937500 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -178681.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -178702.296875 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -178702.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178719.125000 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -178719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -178730.906250 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -178730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178738.718750 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -178738.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178743.265625 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -178743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178750.125000 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -178750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178756.656250 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -178756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -178762.125000 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -178762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178767.703125 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -178767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178781.718750 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -178781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178792.968750 Penalty: 3547.913818
	Iteration 22Q: 3 clusters Score -178793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178805.984375 Penalty: 3547.913818
	Iteration 23Q: 3 clusters Score -178806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178817.484375 Penalty: 3547.913818
	Iteration 24Q: 3 clusters Score -178817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178821.656250 Penalty: 3547.913818
	Iteration 25Q: 3 clusters Score -178821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178828.453125 Penalty: 3547.913818
	Iteration 26Q: 3 clusters Score -178828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178829.843750 Penalty: 3547.913818
	Iteration 27Q: 3 clusters Score -178829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178829.843750 Penalty: 3547.913818
	Iteration 28F: 3 clusters Score -178829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -140269.578125 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -140269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -138421.515625 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -138421.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139025.500000 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -139025.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139355.390625 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -139355.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139707.843750 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -139707.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139987.750000 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -139987.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140155.546875 Penalty: 3458.877441
	Iteration 5F: 3 clusters Score -140155.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140220.203125 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -140220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140244.875000 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -140244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140263.609375 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -140263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140278.203125 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -140278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140292.296875 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -140292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140295.296875 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -140295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140298.984375 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -140299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140298.984375 Penalty: 3458.877441
	Iteration 13F: 3 clusters Score -140299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 616 members 
Entering Unmasked Estep 
Score: -70342072.000000 Penalty: 139297.500000
Splitting cluster 27 changes total score from -70343616.000000 to -70342072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -54283.542969 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -54283.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52998.187500 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -52998.19 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53325.675781 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -53325.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53420.843750 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -53420.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53522.160156 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -53522.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53594.625000 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -53594.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53682.777344 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -53682.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53809.664062 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -53809.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53875.406250 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -53875.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53909.878906 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -53909.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53930.757812 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -53930.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53944.460938 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -53944.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53965.472656 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -53965.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54013.554688 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -54013.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54027.808594 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -54027.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54031.335938 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -54031.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54038.421875 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -54038.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54046.710938 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -54046.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54047.335938 Penalty: 3004.165039
	Iteration 17F: 3 clusters Score -54047.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54063.128906 Penalty: 3004.165039
	Iteration 18Q: 3 clusters Score -54063.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54097.496094 Penalty: 3004.165039
	Iteration 19Q: 3 clusters Score -54097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54143.660156 Penalty: 3004.165039
	Iteration 20F: 3 clusters Score -54143.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54198.101562 Penalty: 3004.165039
	Iteration 21Q: 3 clusters Score -54198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54206.082031 Penalty: 3004.165039
	Iteration 22Q: 3 clusters Score -54206.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54226.925781 Penalty: 3004.165039
	Iteration 23Q: 3 clusters Score -54226.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54246.621094 Penalty: 3004.165039
	Iteration 24Q: 3 clusters Score -54246.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54250.285156 Penalty: 3004.165039
	Iteration 25Q: 3 clusters Score -54250.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54250.285156 Penalty: 3004.165039
	Iteration 26F: 3 clusters Score -54250.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -335618.218750 Penalty: 1924.278442
	Iteration 0F: 2 clusters Score -335618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -332789.937500 Penalty: 3848.556885
	Iteration 0F: 3 clusters Score -332789.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -333369.562500 Penalty: 3848.556885
	Iteration 1F: 3 clusters Score -333369.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -333594.218750 Penalty: 3848.556885
	Iteration 2F: 3 clusters Score -333594.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -333787.875000 Penalty: 3848.556885
	Iteration 3F: 3 clusters Score -333787.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -334022.562500 Penalty: 3848.556885
	Iteration 4F: 3 clusters Score -334022.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -334293.218750 Penalty: 3848.556885
	Iteration 5F: 3 clusters Score -334293.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -334571.437500 Penalty: 3848.556885
	Iteration 6F: 3 clusters Score -334571.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -334825.531250 Penalty: 3848.556885
	Iteration 7F: 3 clusters Score -334825.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -335036.500000 Penalty: 3848.556885
	Iteration 8F: 3 clusters Score -335036.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -335189.062500 Penalty: 3848.556885
	Iteration 9Q: 3 clusters Score -335189.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -335291.875000 Penalty: 3848.556885
	Iteration 10Q: 3 clusters Score -335291.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -335361.968750 Penalty: 3848.556885
	Iteration 11Q: 3 clusters Score -335362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -335425.031250 Penalty: 3848.556885
	Iteration 12Q: 3 clusters Score -335425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -335475.562500 Penalty: 3848.556885
	Iteration 13Q: 3 clusters Score -335475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -335495.968750 Penalty: 3848.556885
	Iteration 14Q: 3 clusters Score -335496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -335504.906250 Penalty: 3848.556885
	Iteration 15Q: 3 clusters Score -335504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -335509.218750 Penalty: 3848.556885
	Iteration 16Q: 3 clusters Score -335509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -335509.656250 Penalty: 3848.556885
	Iteration 17Q: 3 clusters Score -335509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -335510.437500 Penalty: 3848.556885
	Iteration 18Q: 3 clusters Score -335510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -335510.406250 Penalty: 3848.556885
	Iteration 19Q: 3 clusters Score -335510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -335510.406250 Penalty: 3848.556885
	Iteration 20F: 3 clusters Score -335510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Entering Unmasked Estep 
Score: -1385901.375000 Penalty: 2256.958008
	Iteration 0F: 2 clusters Score -1385901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1378876.625000 Penalty: 4513.916016
	Iteration 0F: 3 clusters Score -1378877 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1380738.250000 Penalty: 4513.916016
	Iteration 1F: 3 clusters Score -1380738 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1381054.750000 Penalty: 4513.916016
	Iteration 2F: 3 clusters Score -1381055 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1381269.125000 Penalty: 4513.916016
	Iteration 3F: 3 clusters Score -1381269 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1381451.500000 Penalty: 4513.916016
	Iteration 4Q: 3 clusters Score -1381452 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1381593.375000 Penalty: 4513.916016
	Iteration 5Q: 3 clusters Score -1381593 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1381716.250000 Penalty: 4513.916016
	Iteration 6Q: 3 clusters Score -1381716 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1381818.500000 Penalty: 4513.916016
	Iteration 7Q: 3 clusters Score -1381818 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1381912.500000 Penalty: 4513.916016
	Iteration 8Q: 3 clusters Score -1381912 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1381991.750000 Penalty: 4513.916016
	Iteration 9Q: 3 clusters Score -1381992 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1382070.000000 Penalty: 4513.916016
	Iteration 10Q: 3 clusters Score -1382070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1382150.375000 Penalty: 4513.916016
	Iteration 11Q: 3 clusters Score -1382150 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1382228.500000 Penalty: 4513.916016
	Iteration 12Q: 3 clusters Score -1382228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1382310.000000 Penalty: 4513.916016
	Iteration 13Q: 3 clusters Score -1382310 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1382420.625000 Penalty: 4513.916016
	Iteration 14Q: 3 clusters Score -1382421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1382570.250000 Penalty: 4513.916016
	Iteration 15Q: 3 clusters Score -1382570 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1382752.750000 Penalty: 4513.916016
	Iteration 16Q: 3 clusters Score -1382753 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1382991.000000 Penalty: 4513.916016
	Iteration 17Q: 3 clusters Score -1382991 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1383227.250000 Penalty: 4513.916016
	Iteration 18Q: 3 clusters Score -1383227 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1383422.250000 Penalty: 4513.916016
	Iteration 19Q: 3 clusters Score -1383422 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1383569.125000 Penalty: 4513.916016
	Iteration 20F: 3 clusters Score -1383569 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1383670.625000 Penalty: 4513.916016
	Iteration 21Q: 3 clusters Score -1383671 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1383739.250000 Penalty: 4513.916016
	Iteration 22Q: 3 clusters Score -1383739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1383787.875000 Penalty: 4513.916016
	Iteration 23Q: 3 clusters Score -1383788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1383815.125000 Penalty: 4513.916016
	Iteration 24Q: 3 clusters Score -1383815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1383844.125000 Penalty: 4513.916016
	Iteration 25Q: 3 clusters Score -1383844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1383861.125000 Penalty: 4513.916016
	Iteration 26Q: 3 clusters Score -1383861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1383873.750000 Penalty: 4513.916016
	Iteration 27Q: 3 clusters Score -1383874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1383888.250000 Penalty: 4513.916016
	Iteration 28Q: 3 clusters Score -1383888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1383890.375000 Penalty: 4513.916016
	Iteration 29Q: 3 clusters Score -1383890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1383898.250000 Penalty: 4513.916016
	Iteration 30Q: 3 clusters Score -1383898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1383897.750000 Penalty: 4513.916016
	Iteration 31Q: 3 clusters Score -1383898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1383905.875000 Penalty: 4513.916016
	Iteration 32Q: 3 clusters Score -1383906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1383910.250000 Penalty: 4513.916016
	Iteration 33Q: 3 clusters Score -1383910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1383912.750000 Penalty: 4513.916016
	Iteration 34Q: 3 clusters Score -1383913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1383914.875000 Penalty: 4513.916016
	Iteration 35Q: 3 clusters Score -1383915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1383916.250000 Penalty: 4513.916016
	Iteration 36Q: 3 clusters Score -1383916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1383918.125000 Penalty: 4513.916016
	Iteration 37Q: 3 clusters Score -1383918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1383918.375000 Penalty: 4513.916016
	Iteration 38Q: 3 clusters Score -1383918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1383918.750000 Penalty: 4513.916016
	Iteration 39Q: 3 clusters Score -1383919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1383922.000000 Penalty: 4513.916016
	Iteration 40F: 3 clusters Score -1383922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1383920.750000 Penalty: 4513.916016
	Iteration 41Q: 3 clusters Score -1383921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1383922.875000 Penalty: 4513.916016
	Iteration 42Q: 3 clusters Score -1383923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1383925.000000 Penalty: 4513.916016
	Iteration 43Q: 3 clusters Score -1383925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1383921.625000 Penalty: 4513.916016
	Iteration 44Q: 3 clusters Score -1383922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1383920.000000 Penalty: 4513.916016
	Iteration 45Q: 3 clusters Score -1383920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1383918.750000 Penalty: 4513.916016
	Iteration 46Q: 3 clusters Score -1383919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1383922.000000 Penalty: 4513.916016
	Iteration 47Q: 3 clusters Score -1383922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1383922.000000 Penalty: 4513.916016
	Iteration 48F: 3 clusters Score -1383922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (148978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Entering Unmasked Estep 
Score: -22770752.000000 Penalty: 2954.065430
	Iteration 0F: 2 clusters Score -2.277075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -22671938.000000 Penalty: 5908.130859
	Iteration 0F: 3 clusters Score -2.267194e+07 nChanged 71248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -22713572.000000 Penalty: 5908.130859
	Iteration 1F: 3 clusters Score -2.271357e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -22714400.000000 Penalty: 5908.130859
	Iteration 2Q: 3 clusters Score -2.27144e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -22715422.000000 Penalty: 5908.130859
	Iteration 3Q: 3 clusters Score -2.271542e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -22716628.000000 Penalty: 5908.130859
	Iteration 4Q: 3 clusters Score -2.271663e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -22718162.000000 Penalty: 5908.130859
	Iteration 5Q: 3 clusters Score -2.271816e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -22720282.000000 Penalty: 5908.130859
	Iteration 6Q: 3 clusters Score -2.272028e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -22723128.000000 Penalty: 5908.130859
	Iteration 7Q: 3 clusters Score -2.272313e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -22727268.000000 Penalty: 5908.130859
	Iteration 8Q: 3 clusters Score -2.272727e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -22732856.000000 Penalty: 5908.130859
	Iteration 9F: 3 clusters Score -2.273286e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -22738558.000000 Penalty: 5908.130859
	Iteration 10F: 3 clusters Score -2.273856e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -22742594.000000 Penalty: 5908.130859
	Iteration 11F: 3 clusters Score -2.274259e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -22744772.000000 Penalty: 5908.130859
	Iteration 12Q: 3 clusters Score -2.274477e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -22746050.000000 Penalty: 5908.130859
	Iteration 13Q: 3 clusters Score -2.274605e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -22746896.000000 Penalty: 5908.130859
	Iteration 14Q: 3 clusters Score -2.27469e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -22747714.000000 Penalty: 5908.130859
	Iteration 15Q: 3 clusters Score -2.274771e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -22748718.000000 Penalty: 5908.130859
	Iteration 16Q: 3 clusters Score -2.274872e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -22749728.000000 Penalty: 5908.130859
	Iteration 17Q: 3 clusters Score -2.274973e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -22750772.000000 Penalty: 5908.130859
	Iteration 18Q: 3 clusters Score -2.275077e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -22752024.000000 Penalty: 5908.130859
	Iteration 19Q: 3 clusters Score -2.275202e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -22753260.000000 Penalty: 5908.130859
	Iteration 20F: 3 clusters Score -2.275326e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -22754656.000000 Penalty: 5908.130859
	Iteration 21Q: 3 clusters Score -2.275466e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -22756198.000000 Penalty: 5908.130859
	Iteration 22Q: 3 clusters Score -2.27562e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -22757734.000000 Penalty: 5908.130859
	Iteration 23Q: 3 clusters Score -2.275773e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -22759370.000000 Penalty: 5908.130859
	Iteration 24Q: 3 clusters Score -2.275937e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137744 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -22761078.000000 Penalty: 5908.130859
	Iteration 25Q: 3 clusters Score -2.276108e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -22762488.000000 Penalty: 5908.130859
	Iteration 26Q: 3 clusters Score -2.276249e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142397 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -22763932.000000 Penalty: 5908.130859
	Iteration 27Q: 3 clusters Score -2.276393e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144237 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -22765262.000000 Penalty: 5908.130859
	Iteration 28Q: 3 clusters Score -2.276526e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22766226.000000 Penalty: 5908.130859
	Iteration 29Q: 3 clusters Score -2.276623e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -22766924.000000 Penalty: 5908.130859
	Iteration 30Q: 3 clusters Score -2.276692e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147269 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22767370.000000 Penalty: 5908.130859
	Iteration 31Q: 3 clusters Score -2.276737e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22767692.000000 Penalty: 5908.130859
	Iteration 32Q: 3 clusters Score -2.276769e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147905 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22767920.000000 Penalty: 5908.130859
	Iteration 33Q: 3 clusters Score -2.276792e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22768004.000000 Penalty: 5908.130859
	Iteration 34Q: 3 clusters Score -2.2768e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148127 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22768036.000000 Penalty: 5908.130859
	Iteration 35Q: 3 clusters Score -2.276804e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22768100.000000 Penalty: 5908.130859
	Iteration 36Q: 3 clusters Score -2.27681e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -22768132.000000 Penalty: 5908.130859
	Iteration 37Q: 3 clusters Score -2.276813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148284 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22768198.000000 Penalty: 5908.130859
	Iteration 38Q: 3 clusters Score -2.27682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22768204.000000 Penalty: 5908.130859
	Iteration 39Q: 3 clusters Score -2.27682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148323 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22768210.000000 Penalty: 5908.130859
	Iteration 40F: 3 clusters Score -2.276821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148336 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22768218.000000 Penalty: 5908.130859
	Iteration 41Q: 3 clusters Score -2.276822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -22768204.000000 Penalty: 5908.130859
	Iteration 42Q: 3 clusters Score -2.27682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22768234.000000 Penalty: 5908.130859
	Iteration 43Q: 3 clusters Score -2.276823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22768230.000000 Penalty: 5908.130859
	Iteration 44Q: 3 clusters Score -2.276823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22768232.000000 Penalty: 5908.130859
	Iteration 45Q: 3 clusters Score -2.276823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22768236.000000 Penalty: 5908.130859
	Iteration 46Q: 3 clusters Score -2.276824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148360 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22768226.000000 Penalty: 5908.130859
	Iteration 47Q: 3 clusters Score -2.276823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148364 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -22768220.000000 Penalty: 5908.130859
	Iteration 48Q: 3 clusters Score -2.276822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22768224.000000 Penalty: 5908.130859
	Iteration 49Q: 3 clusters Score -2.276822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22768240.000000 Penalty: 5908.130859
	Iteration 50Q: 3 clusters Score -2.276824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22768236.000000 Penalty: 5908.130859
	Iteration 51Q: 3 clusters Score -2.276824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22768236.000000 Penalty: 5908.130859
	Iteration 52F: 3 clusters Score -2.276824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -36743.636719 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -36743.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35566.570312 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -35566.57 nChanged 31
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: -35796.871094 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -35796.87 nChanged 18
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: -35880.863281 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -35880.86 nChanged 13
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: -35943.457031 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -35943.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35953.003906 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -35953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35960.976562 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -35960.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35982.339844 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -35982.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35986.097656 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -35986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35996.242188 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -35996.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36006.710938 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -36006.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36006.710938 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -36006.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -102242.968750 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -102243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100518.046875 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -100518 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100745.101562 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -100745.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100811.359375 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -100811.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100841.703125 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -100841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100865.976562 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -100866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100882.140625 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -100882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100894.687500 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -100894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100907.632812 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -100907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100916.703125 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -100916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100932.117188 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -100932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100940.875000 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -100940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100947.101562 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -100947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100951.093750 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -100951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100956.460938 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -100956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100962.601562 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -100962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100965.773438 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -100965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100967.867188 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -100967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100968.492188 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -100968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100968.968750 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -100969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100968.968750 Penalty: 3297.896240
	Iteration 19F: 3 clusters Score -100969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -38632.285156 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -38632.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37328.570312 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -37328.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37433.242188 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -37433.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37485.109375 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -37485.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37512.000000 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -37512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37538.664062 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -37538.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37568.875000 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -37568.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37587.191406 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -37587.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37589.675781 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -37589.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37589.675781 Penalty: 2825.758301
	Iteration 8F: 3 clusters Score -37589.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -236344.921875 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -236344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -234025.046875 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -234025 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234550.531250 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -234550.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234851.406250 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -234851.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235060.343750 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -235060.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -235203.281250 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -235203.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -235321.312500 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -235321.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -235399.656250 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -235399.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -235457.890625 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -235457.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -235501.843750 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -235501.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -235540.390625 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -235540.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -235563.703125 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -235563.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -235574.156250 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -235574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -235582.578125 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -235582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -235586.453125 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -235586.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -235593.406250 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -235593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -235598.234375 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -235598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -235600.046875 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -235600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -235603.296875 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -235603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -235608.859375 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -235608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -235611.500000 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -235611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -235611.953125 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -235612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -48309.566406 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -48309.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46986.917969 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -46986.92 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47258.316406 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -47258.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47392.093750 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -47392.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47444.511719 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -47444.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -47486.582031 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -47486.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -47574.992188 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -47574.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -47655.984375 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -47655.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -47714.222656 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -47714.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -47720.488281 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -47720.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -47735.664062 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -47735.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -47748.539062 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -47748.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -47753.683594 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -47753.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -47758.531250 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -47758.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -47762.539062 Penalty: 2971.766357
	Iteration 13F: 3 clusters Score -47762.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -47776.605469 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -47776.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -47776.605469 Penalty: 2971.766357
	Iteration 15F: 3 clusters Score -47776.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -80789.273438 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -80789.27 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 324 members 
Entering Unmasked Estep 
Score: -79417.250000 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -79417.25 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79880.921875 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -79880.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80052.460938 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -80052.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80205.125000 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -80205.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80356.851562 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -80356.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80444.320312 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -80444.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80506.109375 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -80506.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -80522.125000 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -80522.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -80535.109375 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -80535.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80537.968750 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -80537.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80540.531250 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -80540.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80540.531250 Penalty: 3209.516602
	Iteration 11F: 3 clusters Score -80540.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -37269.164062 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -37269.16 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 157 members 
Entering Unmasked Estep 
Score: -36114.011719 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -36114.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36371.179688 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -36371.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36480.773438 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -36480.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36566.515625 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -36566.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36796.457031 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -36796.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36958.187500 Penalty: 2899.833740
	Iteration 5F: 3 clusters Score -36958.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36991.011719 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -36991.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37024.355469 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -37024.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37037.550781 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -37037.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37039.292969 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -37039.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37039.292969 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -37039.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Entering Unmasked Estep 
Score: -3667767.500000 Penalty: 2504.585938
	Iteration 0F: 2 clusters Score -3667768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3650806.250000 Penalty: 5009.171875
	Iteration 0F: 3 clusters Score -3650806 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3656874.750000 Penalty: 5009.171875
	Iteration 1F: 3 clusters Score -3656875 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3657238.250000 Penalty: 5009.171875
	Iteration 2Q: 3 clusters Score -3657238 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3657588.250000 Penalty: 5009.171875
	Iteration 3Q: 3 clusters Score -3657588 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3657944.250000 Penalty: 5009.171875
	Iteration 4Q: 3 clusters Score -3657944 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3658396.250000 Penalty: 5009.171875
	Iteration 5Q: 3 clusters Score -3658396 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3658949.500000 Penalty: 5009.171875
	Iteration 6Q: 3 clusters Score -3658950 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3659662.000000 Penalty: 5009.171875
	Iteration 7Q: 3 clusters Score -3659662 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3660462.750000 Penalty: 5009.171875
	Iteration 8Q: 3 clusters Score -3660463 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3661303.750000 Penalty: 5009.171875
	Iteration 9Q: 3 clusters Score -3661304 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3662048.500000 Penalty: 5009.171875
	Iteration 10Q: 3 clusters Score -3662048 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3662674.750000 Penalty: 5009.171875
	Iteration 11Q: 3 clusters Score -3662675 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3663159.000000 Penalty: 5009.171875
	Iteration 12Q: 3 clusters Score -3663159 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3663556.500000 Penalty: 5009.171875
	Iteration 13Q: 3 clusters Score -3663556 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3663914.500000 Penalty: 5009.171875
	Iteration 14Q: 3 clusters Score -3663914 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3664240.500000 Penalty: 5009.171875
	Iteration 15Q: 3 clusters Score -3664240 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3664509.000000 Penalty: 5009.171875
	Iteration 16Q: 3 clusters Score -3664509 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3664749.750000 Penalty: 5009.171875
	Iteration 17Q: 3 clusters Score -3664750 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3664941.750000 Penalty: 5009.171875
	Iteration 18Q: 3 clusters Score -3664942 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3665103.250000 Penalty: 5009.171875
	Iteration 19Q: 3 clusters Score -3665103 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3665212.500000 Penalty: 5009.171875
	Iteration 20F: 3 clusters Score -3665212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3665315.500000 Penalty: 5009.171875
	Iteration 21Q: 3 clusters Score -3665316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3665397.750000 Penalty: 5009.171875
	Iteration 22Q: 3 clusters Score -3665398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3665473.250000 Penalty: 5009.171875
	Iteration 23Q: 3 clusters Score -3665473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3665514.750000 Penalty: 5009.171875
	Iteration 24Q: 3 clusters Score -3665515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3665540.250000 Penalty: 5009.171875
	Iteration 25Q: 3 clusters Score -3665540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3665566.250000 Penalty: 5009.171875
	Iteration 26Q: 3 clusters Score -3665566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3665590.000000 Penalty: 5009.171875
	Iteration 27Q: 3 clusters Score -3665590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3665611.500000 Penalty: 5009.171875
	Iteration 28Q: 3 clusters Score -3665612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3665635.250000 Penalty: 5009.171875
	Iteration 29Q: 3 clusters Score -3665635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3665651.250000 Penalty: 5009.171875
	Iteration 30Q: 3 clusters Score -3665651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3665673.500000 Penalty: 5009.171875
	Iteration 31Q: 3 clusters Score -3665674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3665685.250000 Penalty: 5009.171875
	Iteration 32Q: 3 clusters Score -3665685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3665697.750000 Penalty: 5009.171875
	Iteration 33Q: 3 clusters Score -3665698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3665706.750000 Penalty: 5009.171875
	Iteration 34Q: 3 clusters Score -3665707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3665710.500000 Penalty: 5009.171875
	Iteration 35Q: 3 clusters Score -3665710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3665724.000000 Penalty: 5009.171875
	Iteration 36Q: 3 clusters Score -3665724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3665735.500000 Penalty: 5009.171875
	Iteration 37Q: 3 clusters Score -3665736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3665740.500000 Penalty: 5009.171875
	Iteration 38Q: 3 clusters Score -3665740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3665741.250000 Penalty: 5009.171875
	Iteration 39Q: 3 clusters Score -3665741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3665749.750000 Penalty: 5009.171875
	Iteration 40F: 3 clusters Score -3665750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3665746.500000 Penalty: 5009.171875
	Iteration 41Q: 3 clusters Score -3665746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3665755.500000 Penalty: 5009.171875
	Iteration 42Q: 3 clusters Score -3665756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3665754.250000 Penalty: 5009.171875
	Iteration 43Q: 3 clusters Score -3665754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3665759.000000 Penalty: 5009.171875
	Iteration 44Q: 3 clusters Score -3665759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3665759.250000 Penalty: 5009.171875
	Iteration 45Q: 3 clusters Score -3665759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3665759.000000 Penalty: 5009.171875
	Iteration 46Q: 3 clusters Score -3665759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3665760.750000 Penalty: 5009.171875
	Iteration 47Q: 3 clusters Score -3665761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3665761.250000 Penalty: 5009.171875
	Iteration 48Q: 3 clusters Score -3665761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3665762.000000 Penalty: 5009.171875
	Iteration 49Q: 3 clusters Score -3665762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3665765.500000 Penalty: 5009.171875
	Iteration 50Q: 3 clusters Score -3665766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3665764.000000 Penalty: 5009.171875
	Iteration 51Q: 3 clusters Score -3665764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3665764.000000 Penalty: 5009.171875
	Iteration 52F: 3 clusters Score -3665764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -17193.433594 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -17193.43 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 125 members 
Entering Unmasked Estep 
Score: -16360.919922 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -16360.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16714.324219 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -16714.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16937.847656 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -16937.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17097.808594 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -17097.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17150.134766 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -17150.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -17154.000000 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -17154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17160.402344 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -17160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17161.113281 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -17161.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -17219.375000 Penalty: 2712.157715
	Iteration 8Q: 3 clusters Score -17219.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17233.769531 Penalty: 2712.157715
	Iteration 9Q: 3 clusters Score -17233.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17233.769531 Penalty: 2712.157715
	Iteration 10F: 3 clusters Score -17233.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 172 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 65 members 
Entering Unmasked Estep 
Score: -70341736.000000 Penalty: 139297.500000
Splitting cluster 40 changes total score from -70343616.000000 to -70341736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -96845.460938 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -96845.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95123.210938 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -95123.21 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95530.875000 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -95530.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95768.265625 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -95768.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95966.296875 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -95966.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96292.875000 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -96292.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96491.867188 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -96491.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96618.304688 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -96618.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96758.507812 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -96758.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96951.937500 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -96951.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97333.468750 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -97333.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97471.250000 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -97471.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97478.046875 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -97478.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97478.046875 Penalty: 3284.877197
	Iteration 12F: 3 clusters Score -97478.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 20582 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 37967 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 110181 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 2343 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 148978 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 24322 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 346 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 406 members 
Entering Unmasked Estep 
Score: -70342704.000000 Penalty: 139297.500000
Splitting cluster 41 changes total score from -70343616.000000 to -70342704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -18624.744141 Penalty: 1261.723877
	Iteration 0F: 2 clusters Score -18624.74 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 92 members 
Entering Unmasked Estep 
Score: -17658.757812 Penalty: 2523.447754
	Iteration 0F: 3 clusters Score -17658.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17705.398438 Penalty: 2523.447754
	Iteration 1F: 3 clusters Score -17705.4 nChanged 0
--- Evaluating fit on full set of 1412708 points ---
Entering Unmasked Estep 
Score: -211208784.000000 Penalty: 147501.171875
20->43 Clusters: Score -211208784.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 470902 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 23505 members 
Mstep: Class 3 contains 23570 members 
Mstep: Class 4 contains 23695 members 
Mstep: Class 5 contains 23634 members 
Mstep: Class 6 contains 23416 members 
Mstep: Class 7 contains 23796 members 
Mstep: Class 8 contains 23591 members 
Mstep: Class 9 contains 23660 members 
Mstep: Class 10 contains 23562 members 
Mstep: Class 11 contains 23509 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 23554 members 
Mstep: Class 14 contains 23346 members 
Mstep: Class 15 contains 23108 members 
Mstep: Class 16 contains 23609 members 
Mstep: Class 17 contains 23736 members 
Mstep: Class 18 contains 23458 members 
Mstep: Class 19 contains 23495 members 
Mstep: Class 20 contains 23432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1335.179077 but Gain 3239.476562
Score: -64148832.000000 Penalty: 61550.054688
Iteration 0F: 20 clusters Score -6.414883e+07 nChanged 447313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4032 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 4749 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 88515 members 
Mstep: Class 12 contains 53867 members 
Mstep: Class 13 contains 252649 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 15344 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68953832.000000 Penalty: 61550.054688
Iteration 1F: 20 clusters Score -6.895383e+07 nChanged 130975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2935 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 7025 members 
Mstep: Class 10 contains 6388 members 
Mstep: Class 11 contains 67745 members 
Mstep: Class 12 contains 37576 members 
Mstep: Class 13 contains 297099 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 18380 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3187.244141 but Gain 3239.476562
Score: -69373648.000000 Penalty: 58310.578125
Iteration 2F: 19 clusters Score -6.937365e+07 nChanged 81744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 568 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 8364 members 
Mstep: Class 11 contains 64238 members 
Mstep: Class 12 contains 31360 members 
Mstep: Class 13 contains 286669 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 33803 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69669704.000000 Penalty: 58310.578125
Iteration 3F: 19 clusters Score -6.96697e+07 nChanged 64229
Entering Unmasked Mstep 
Mstep: Class 0 contains 935 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5279 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 9 contains 14737 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 63267 members 
Mstep: Class 12 contains 26435 members 
Mstep: Class 13 contains 269194 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 45342 members 
Mstep: Class 19 contains 1215 members 
Mstep: Class 20 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69851632.000000 Penalty: 58310.578125
Iteration 4F: 19 clusters Score -6.985163e+07 nChanged 51166
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 61301 members 
Mstep: Class 12 contains 22485 members 
Mstep: Class 13 contains 254797 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 55145 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69936656.000000 Penalty: 58310.578125
Iteration 5F: 19 clusters Score -6.993666e+07 nChanged 39422
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 9250 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 12117 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 9 contains 23958 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 60187 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 242370 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 3374 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 64013 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69986016.000000 Penalty: 58310.578125
Iteration 6F: 19 clusters Score -6.998602e+07 nChanged 31407
Entering Unmasked Mstep 
Mstep: Class 0 contains 626 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 11379 members 
Mstep: Class 4 contains 1279 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 9 contains 27010 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 60262 members 
Mstep: Class 12 contains 17528 members 
Mstep: Class 13 contains 231006 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 71867 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70022488.000000 Penalty: 58310.578125
Iteration 7F: 19 clusters Score -7.002249e+07 nChanged 26661
Entering Unmasked Mstep 
Mstep: Class 0 contains 608 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 12915 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 9 contains 29539 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 61321 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 220505 members 
Mstep: Class 14 contains 1678 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051912.000000 Penalty: 58310.578125
Iteration 8F: 19 clusters Score -7.005191e+07 nChanged 23712
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 18690 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 13007 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 9 contains 31969 members 
Mstep: Class 10 contains 11284 members 
Mstep: Class 11 contains 63427 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 210554 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 82320 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079632.000000 Penalty: 58310.578125
Iteration 9F: 19 clusters Score -7.007963e+07 nChanged 21515
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 23016 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 9 contains 34379 members 
Mstep: Class 10 contains 10979 members 
Mstep: Class 11 contains 66393 members 
Mstep: Class 12 contains 10179 members 
Mstep: Class 13 contains 200901 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 4707 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 84916 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70105584.000000 Penalty: 58310.578125
Iteration 10Q: 19 clusters Score -7.010558e+07 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5309 members 
Mstep: Class 3 contains 27337 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 12805 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 9 contains 36652 members 
Mstep: Class 10 contains 10659 members 
Mstep: Class 11 contains 70570 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 191407 members 
Mstep: Class 14 contains 1657 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 85817 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70130104.000000 Penalty: 58310.578125
Iteration 11Q: 19 clusters Score -7.01301e+07 nChanged 18504
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 31343 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 12702 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 9 contains 38823 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 75317 members 
Mstep: Class 12 contains 7567 members 
Mstep: Class 13 contains 182707 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5700 members 
Mstep: Class 17 contains 85086 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70152632.000000 Penalty: 58310.578125
Iteration 12Q: 19 clusters Score -7.015263e+07 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 34710 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 9 contains 40856 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 80112 members 
Mstep: Class 12 contains 6963 members 
Mstep: Class 13 contains 175452 members 
Mstep: Class 14 contains 1678 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 83303 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70169016.000000 Penalty: 58310.578125
Iteration 13Q: 19 clusters Score -7.016902e+07 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 37401 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 12471 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 10072 members 
Mstep: Class 11 contains 84806 members 
Mstep: Class 12 contains 6567 members 
Mstep: Class 13 contains 169528 members 
Mstep: Class 14 contains 1675 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 80943 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70180448.000000 Penalty: 58310.578125
Iteration 14Q: 19 clusters Score -7.018045e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 39180 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 12405 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 9 contains 43778 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 89559 members 
Mstep: Class 12 contains 6324 members 
Mstep: Class 13 contains 165117 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 78162 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187584.000000 Penalty: 58310.578125
Iteration 15Q: 19 clusters Score -7.018758e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 3 contains 40334 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 12354 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 9 contains 44685 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 94355 members 
Mstep: Class 12 contains 6257 members 
Mstep: Class 13 contains 161536 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 4965 members 
Mstep: Class 17 contains 75261 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70192448.000000 Penalty: 58310.578125
Iteration 16Q: 19 clusters Score -7.019245e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 41119 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 12322 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 9 contains 45382 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 99288 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 158310 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 72275 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70196344.000000 Penalty: 58310.578125
Iteration 17Q: 19 clusters Score -7.019634e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 41692 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 533 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 9 contains 45883 members 
Mstep: Class 10 contains 10100 members 
Mstep: Class 11 contains 104523 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 155221 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 69162 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 20 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199720.000000 Penalty: 58310.578125
Iteration 18Q: 19 clusters Score -7.019972e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 42139 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 12286 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 9 contains 46263 members 
Mstep: Class 10 contains 10154 members 
Mstep: Class 11 contains 109962 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 152210 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 4547 members 
Mstep: Class 17 contains 66003 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 20 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202968.000000 Penalty: 58310.578125
Iteration 19Q: 19 clusters Score -7.020297e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 42444 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 12313 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 9 contains 46553 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 115443 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 13 contains 149331 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 62832 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208648.000000 Penalty: 58310.578125
Iteration 20F: 19 clusters Score -7.020865e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 562 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 43397 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 12295 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 9 contains 46814 members 
Mstep: Class 10 contains 10086 members 
Mstep: Class 11 contains 120891 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 145822 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 4500 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 59760 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70213216.000000 Penalty: 58310.578125
Iteration 21Q: 19 clusters Score -7.021322e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 44105 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 12301 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 9 contains 47091 members 
Mstep: Class 10 contains 10073 members 
Mstep: Class 11 contains 126012 members 
Mstep: Class 12 contains 6466 members 
Mstep: Class 13 contains 142814 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 4497 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 56822 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215728.000000 Penalty: 58310.578125
Iteration 22Q: 19 clusters Score -7.021573e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 44641 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 12324 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 9 contains 47337 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 130967 members 
Mstep: Class 12 contains 6473 members 
Mstep: Class 13 contains 139960 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 54059 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70218128.000000 Penalty: 58310.578125
Iteration 23Q: 19 clusters Score -7.021813e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 45030 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 12359 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 9 contains 47523 members 
Mstep: Class 10 contains 10213 members 
Mstep: Class 11 contains 135907 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 137100 members 
Mstep: Class 14 contains 1588 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 17 contains 51487 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70220168.000000 Penalty: 58310.578125
Iteration 24Q: 19 clusters Score -7.022017e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 45300 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 9 contains 47673 members 
Mstep: Class 10 contains 10387 members 
Mstep: Class 11 contains 140927 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 134119 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 49047 members 
Mstep: Class 19 contains 1218 members 
Mstep: Class 20 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70222240.000000 Penalty: 58310.578125
Iteration 25Q: 19 clusters Score -7.022224e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 3 contains 45544 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 9 contains 47773 members 
Mstep: Class 10 contains 10620 members 
Mstep: Class 11 contains 145841 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 131020 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 46849 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70224352.000000 Penalty: 58310.578125
Iteration 26Q: 19 clusters Score -7.022435e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 45766 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 12453 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 9 contains 47845 members 
Mstep: Class 10 contains 10870 members 
Mstep: Class 11 contains 150700 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 127881 members 
Mstep: Class 14 contains 1572 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 44795 members 
Mstep: Class 19 contains 1196 members 
Mstep: Class 20 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70226648.000000 Penalty: 58310.578125
Iteration 27Q: 19 clusters Score -7.022665e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 46022 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 9 contains 47864 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 155380 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 124703 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 42934 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70227752.000000 Penalty: 58310.578125
Iteration 28Q: 19 clusters Score -7.022775e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 46336 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 9 contains 47889 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 159739 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 121584 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 41269 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70228944.000000 Penalty: 58310.578125
Iteration 29Q: 19 clusters Score -7.022894e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 46664 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 12538 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 9 contains 47901 members 
Mstep: Class 10 contains 11509 members 
Mstep: Class 11 contains 163730 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 118605 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 2851 members 
Mstep: Class 17 contains 39822 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230112.000000 Penalty: 58310.578125
Iteration 30Q: 19 clusters Score -7.023011e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 47035 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 12552 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 9 contains 47879 members 
Mstep: Class 10 contains 11649 members 
Mstep: Class 11 contains 167447 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 115679 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 38587 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230632.000000 Penalty: 58310.578125
Iteration 31Q: 19 clusters Score -7.023063e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 47439 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 12555 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 9 contains 47875 members 
Mstep: Class 10 contains 11718 members 
Mstep: Class 11 contains 170574 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 113084 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 4474 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 37627 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230896.000000 Penalty: 58310.578125
Iteration 32Q: 19 clusters Score -7.02309e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 47833 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 12552 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 9 contains 47844 members 
Mstep: Class 10 contains 11764 members 
Mstep: Class 11 contains 173267 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 110766 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 36877 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230880.000000 Penalty: 58310.578125
Iteration 33Q: 19 clusters Score -7.023088e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 48166 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 12560 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 9 contains 47831 members 
Mstep: Class 10 contains 11790 members 
Mstep: Class 11 contains 175370 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 108882 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230944.000000 Penalty: 58310.578125
Iteration 34Q: 19 clusters Score -7.023094e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 48507 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12562 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 9 contains 47797 members 
Mstep: Class 10 contains 11796 members 
Mstep: Class 11 contains 177084 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 107332 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 35843 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70231312.000000 Penalty: 58310.578125
Iteration 35Q: 19 clusters Score -7.023131e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 48813 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12572 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 9 contains 47791 members 
Mstep: Class 10 contains 11796 members 
Mstep: Class 11 contains 178442 members 
Mstep: Class 12 contains 6769 members 
Mstep: Class 13 contains 106032 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 4474 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 35481 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230840.000000 Penalty: 58310.578125
Iteration 36Q: 19 clusters Score -7.023084e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 49113 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12584 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 9 contains 47784 members 
Mstep: Class 10 contains 11809 members 
Mstep: Class 11 contains 179453 members 
Mstep: Class 12 contains 6775 members 
Mstep: Class 13 contains 104989 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 35201 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230784.000000 Penalty: 58310.578125
Iteration 37Q: 19 clusters Score -7.023078e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 49416 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12584 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 9 contains 47783 members 
Mstep: Class 10 contains 11828 members 
Mstep: Class 11 contains 180214 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 104161 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 17 contains 34970 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230728.000000 Penalty: 58310.578125
Iteration 38Q: 19 clusters Score -7.023073e+07 nChanged 2085
Entering ConstructFrom: 
Score: -70230728.000000 Penalty: 58310.578125
Entering ConstructFrom: 
Trying to split cluster 1 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -368249.531250 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -368249.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -365419.187500 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -365419.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -367105.218750 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -367105.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -368183.656250 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -368183.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -368650.343750 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -368650.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368888.843750 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -368888.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -368994.937500 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -368994.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369033.750000 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -369033.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369045.031250 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -369045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -369048.937500 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -369048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369050.687500 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -369050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369052.000000 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -369052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369052.000000 Penalty: 3907.376953
	Iteration 11F: 3 clusters Score -369052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
Score: -70230280.000000 Penalty: 61550.054688
Splitting cluster 1 changes total score from -70230728.000000 to -70230280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -740370.375000 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -740370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -735833.750000 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -735833.8 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -737309.000000 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -737309 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -737969.875000 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -737969.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -738650.500000 Penalty: 4244.839355
	Iteration 3F: 3 clusters Score -738650.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -739806.375000 Penalty: 4244.839355
	Iteration 4F: 3 clusters Score -739806.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -741255.437500 Penalty: 4244.839355
	Iteration 5F: 3 clusters Score -741255.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -742472.000000 Penalty: 4244.839355
	Iteration 6F: 3 clusters Score -742472 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -743503.500000 Penalty: 4244.839355
	Iteration 7F: 3 clusters Score -743503.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -744033.312500 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -744033.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -744204.437500 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -744204.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -744264.937500 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -744264.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -744301.562500 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -744301.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -744324.375000 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -744324.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -744341.500000 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -744341.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -744356.937500 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -744356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -744361.625000 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -744361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -744366.000000 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -744366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -744368.812500 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -744368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -744375.000000 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -744375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -744396.125000 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -744396.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -744427.375000 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -744427.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -744492.312500 Penalty: 4244.839355
	Iteration 21Q: 3 clusters Score -744492.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -744593.437500 Penalty: 4244.839355
	Iteration 22Q: 3 clusters Score -744593.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -744704.437500 Penalty: 4244.839355
	Iteration 23Q: 3 clusters Score -744704.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -744793.250000 Penalty: 4244.839355
	Iteration 24Q: 3 clusters Score -744793.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -744885.625000 Penalty: 4244.839355
	Iteration 25Q: 3 clusters Score -744885.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -744918.937500 Penalty: 4244.839355
	Iteration 26Q: 3 clusters Score -744918.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -744933.375000 Penalty: 4244.839355
	Iteration 27Q: 3 clusters Score -744933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -744942.062500 Penalty: 4244.839355
	Iteration 28Q: 3 clusters Score -744942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -744942.062500 Penalty: 4244.839355
	Iteration 29Q: 3 clusters Score -744942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -744946.812500 Penalty: 4244.839355
	Iteration 30Q: 3 clusters Score -744946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -744949.875000 Penalty: 4244.839355
	Iteration 31Q: 3 clusters Score -744949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -744953.125000 Penalty: 4244.839355
	Iteration 32Q: 3 clusters Score -744953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -744959.312500 Penalty: 4244.839355
	Iteration 33Q: 3 clusters Score -744959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -744961.250000 Penalty: 4244.839355
	Iteration 34Q: 3 clusters Score -744961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -744961.250000 Penalty: 4244.839355
	Iteration 35Q: 3 clusters Score -744961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -744963.812500 Penalty: 4244.839355
	Iteration 36F: 3 clusters Score -744963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -744964.375000 Penalty: 4244.839355
	Iteration 37Q: 3 clusters Score -744964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -744967.375000 Penalty: 4244.839355
	Iteration 38Q: 3 clusters Score -744967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -744969.500000 Penalty: 4244.839355
	Iteration 39Q: 3 clusters Score -744969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -744970.750000 Penalty: 4244.839355
	Iteration 40F: 3 clusters Score -744970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
Score: -70234088.000000 Penalty: 61550.054688
Splitting cluster 2 changes total score from -70230728.000000 to -70234088.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (49685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Entering Unmasked Estep 
Score: -7607898.000000 Penalty: 2681.737793
	Iteration 0F: 2 clusters Score -7607898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7574270.500000 Penalty: 5363.475586
	Iteration 0F: 3 clusters Score -7574270 nChanged 22925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -7587055.500000 Penalty: 5363.475586
	Iteration 1F: 3 clusters Score -7587056 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -7587785.000000 Penalty: 5363.475586
	Iteration 2Q: 3 clusters Score -7587785 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -7588861.500000 Penalty: 5363.475586
	Iteration 3Q: 3 clusters Score -7588862 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -7590221.500000 Penalty: 5363.475586
	Iteration 4F: 3 clusters Score -7590222 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -7592090.000000 Penalty: 5363.475586
	Iteration 5F: 3 clusters Score -7592090 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -7594268.000000 Penalty: 5363.475586
	Iteration 6F: 3 clusters Score -7594268 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -7597141.000000 Penalty: 5363.475586
	Iteration 7F: 3 clusters Score -7597141 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -7600297.500000 Penalty: 5363.475586
	Iteration 8F: 3 clusters Score -7600298 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7603383.000000 Penalty: 5363.475586
	Iteration 9F: 3 clusters Score -7603383 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -7606151.000000 Penalty: 5363.475586
	Iteration 10Q: 3 clusters Score -7606151 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -7607593.000000 Penalty: 5363.475586
	Iteration 11Q: 3 clusters Score -7607593 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -7608125.500000 Penalty: 5363.475586
	Iteration 12Q: 3 clusters Score -7608126 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -7608462.000000 Penalty: 5363.475586
	Iteration 13Q: 3 clusters Score -7608462 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7608603.500000 Penalty: 5363.475586
	Iteration 14Q: 3 clusters Score -7608604 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7608750.500000 Penalty: 5363.475586
	Iteration 15Q: 3 clusters Score -7608750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7608792.000000 Penalty: 5363.475586
	Iteration 16Q: 3 clusters Score -7608792 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7608852.500000 Penalty: 5363.475586
	Iteration 17Q: 3 clusters Score -7608852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7608881.500000 Penalty: 5363.475586
	Iteration 18Q: 3 clusters Score -7608882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -7608896.500000 Penalty: 5363.475586
	Iteration 19Q: 3 clusters Score -7608896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7608894.500000 Penalty: 5363.475586
	Iteration 20F: 3 clusters Score -7608894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -7608905.000000 Penalty: 5363.475586
	Iteration 21Q: 3 clusters Score -7608905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -7608912.000000 Penalty: 5363.475586
	Iteration 22Q: 3 clusters Score -7608912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7608911.500000 Penalty: 5363.475586
	Iteration 23Q: 3 clusters Score -7608912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7608926.500000 Penalty: 5363.475586
	Iteration 24Q: 3 clusters Score -7608926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -7608927.000000 Penalty: 5363.475586
	Iteration 25Q: 3 clusters Score -7608927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7608923.000000 Penalty: 5363.475586
	Iteration 26Q: 3 clusters Score -7608923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7608934.500000 Penalty: 5363.475586
	Iteration 27Q: 3 clusters Score -7608934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7608929.000000 Penalty: 5363.475586
	Iteration 28Q: 3 clusters Score -7608929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7608939.000000 Penalty: 5363.475586
	Iteration 29Q: 3 clusters Score -7608939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -7608940.000000 Penalty: 5363.475586
	Iteration 30Q: 3 clusters Score -7608940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7608932.500000 Penalty: 5363.475586
	Iteration 31Q: 3 clusters Score -7608932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7608932.500000 Penalty: 5363.475586
	Iteration 32Q: 3 clusters Score -7608932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7608934.500000 Penalty: 5363.475586
	Iteration 33Q: 3 clusters Score -7608934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7608932.500000 Penalty: 5363.475586
	Iteration 34Q: 3 clusters Score -7608932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7608932.500000 Penalty: 5363.475586
	Iteration 35F: 3 clusters Score -7608932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
Score: -70234408.000000 Penalty: 64789.531250
Splitting cluster 3 changes total score from -70230728.000000 to -70234408.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -131780.031250 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -131780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -130261.242188 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -130261.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131977.437500 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -131977.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133096.921875 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -133096.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133514.109375 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -133514.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133783.484375 Penalty: 3499.007080
	Iteration 4F: 3 clusters Score -133783.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134023.781250 Penalty: 3499.007080
	Iteration 5F: 3 clusters Score -134023.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134393.937500 Penalty: 3499.007080
	Iteration 6F: 3 clusters Score -134393.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134927.546875 Penalty: 3499.007080
	Iteration 7F: 3 clusters Score -134927.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -135064.000000 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -135064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135076.609375 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -135076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135082.421875 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -135082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135082.421875 Penalty: 3499.007080
	Iteration 11F: 3 clusters Score -135082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Entering Unmasked Estep 
Score: -70236200.000000 Penalty: 68029.007812
Splitting cluster 4 changes total score from -70230728.000000 to -70236200.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -52353.164062 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -52353.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51320.023438 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -51320.02 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51981.035156 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -51981.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52385.539062 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -52385.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52805.667969 Penalty: 3105.699951
	Iteration 3F: 3 clusters Score -52805.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53097.617188 Penalty: 3105.699951
	Iteration 4F: 3 clusters Score -53097.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53305.375000 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -53305.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53669.289062 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -53669.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53859.726562 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -53859.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53947.789062 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -53947.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53965.277344 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -53965.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53992.156250 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -53992.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54005.351562 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -54005.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54016.199219 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -54016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54016.964844 Penalty: 3105.699951
	Iteration 13Q: 3 clusters Score -54016.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54036.128906 Penalty: 3105.699951
	Iteration 14F: 3 clusters Score -54036.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54339.050781 Penalty: 3105.699951
	Iteration 15Q: 3 clusters Score -54339.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54421.589844 Penalty: 3105.699951
	Iteration 16Q: 3 clusters Score -54421.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54425.578125 Penalty: 3105.699951
	Iteration 17Q: 3 clusters Score -54425.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54425.578125 Penalty: 3105.699951
	Iteration 18F: 3 clusters Score -54425.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Entering Unmasked Estep 
Score: -70236560.000000 Penalty: 71268.484375
Splitting cluster 5 changes total score from -70230728.000000 to -70236560.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (12575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Entering Unmasked Estep 
Score: -1870453.750000 Penalty: 2340.987793
	Iteration 0F: 2 clusters Score -1870454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1861254.500000 Penalty: 4681.975586
	Iteration 0F: 3 clusters Score -1861254 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1866425.625000 Penalty: 4681.975586
	Iteration 1F: 3 clusters Score -1866426 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1869693.000000 Penalty: 4681.975586
	Iteration 2F: 3 clusters Score -1869693 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1871933.625000 Penalty: 4681.975586
	Iteration 3F: 3 clusters Score -1871934 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1872876.500000 Penalty: 4681.975586
	Iteration 4F: 3 clusters Score -1872876 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1873217.875000 Penalty: 4681.975586
	Iteration 5Q: 3 clusters Score -1873218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1873347.500000 Penalty: 4681.975586
	Iteration 6Q: 3 clusters Score -1873348 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1873410.000000 Penalty: 4681.975586
	Iteration 7Q: 3 clusters Score -1873410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1873429.500000 Penalty: 4681.975586
	Iteration 8Q: 3 clusters Score -1873430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1873439.875000 Penalty: 4681.975586
	Iteration 9Q: 3 clusters Score -1873440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1873456.500000 Penalty: 4681.975586
	Iteration 10Q: 3 clusters Score -1873456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1873469.250000 Penalty: 4681.975586
	Iteration 11Q: 3 clusters Score -1873469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1873473.875000 Penalty: 4681.975586
	Iteration 12Q: 3 clusters Score -1873474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1873485.375000 Penalty: 4681.975586
	Iteration 13Q: 3 clusters Score -1873485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1873491.875000 Penalty: 4681.975586
	Iteration 14Q: 3 clusters Score -1873492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1873498.000000 Penalty: 4681.975586
	Iteration 15Q: 3 clusters Score -1873498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1873506.750000 Penalty: 4681.975586
	Iteration 16Q: 3 clusters Score -1873507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1873523.000000 Penalty: 4681.975586
	Iteration 17Q: 3 clusters Score -1873523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1873535.750000 Penalty: 4681.975586
	Iteration 18Q: 3 clusters Score -1873536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1873557.625000 Penalty: 4681.975586
	Iteration 19Q: 3 clusters Score -1873558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1873572.875000 Penalty: 4681.975586
	Iteration 20F: 3 clusters Score -1873573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1873590.375000 Penalty: 4681.975586
	Iteration 21Q: 3 clusters Score -1873590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1873592.375000 Penalty: 4681.975586
	Iteration 22Q: 3 clusters Score -1873592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1873596.125000 Penalty: 4681.975586
	Iteration 23Q: 3 clusters Score -1873596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1873592.750000 Penalty: 4681.975586
	Iteration 24Q: 3 clusters Score -1873593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1873591.750000 Penalty: 4681.975586
	Iteration 25Q: 3 clusters Score -1873592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1873591.750000 Penalty: 4681.975586
	Iteration 26F: 3 clusters Score -1873592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Entering Unmasked Estep 
Score: -70238992.000000 Penalty: 74507.960938
Splitting cluster 6 changes total score from -70230728.000000 to -70238992.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -189217.375000 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -189217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187905.125000 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -187905.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -194173.687500 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -194173.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -198892.562500 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -198892.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -200813.125000 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -200813.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201620.562500 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -201620.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201950.671875 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -201950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202056.203125 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -202056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202076.375000 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -202076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202108.062500 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -202108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202119.468750 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -202119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202121.406250 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -202121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202121.656250 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -202121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202245.437500 Penalty: 3715.579346
	Iteration 12F: 3 clusters Score -202245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202551.093750 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -202551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202633.093750 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -202633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202636.671875 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -202636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202651.437500 Penalty: 3715.579346
	Iteration 16F: 3 clusters Score -202651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -202712.218750 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -202712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202712.671875 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -202712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202712.671875 Penalty: 3715.579346
	Iteration 19F: 3 clusters Score -202712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 47787 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Entering Unmasked Estep 
Score: -70251120.000000 Penalty: 77747.437500
Splitting cluster 7 changes total score from -70230728.000000 to -70251120.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (47787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Entering Unmasked Estep 
Score: -7229180.000000 Penalty: 2672.078125
	Iteration 0F: 2 clusters Score -7229180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -7197047.500000 Penalty: 5344.156250
	Iteration 0F: 3 clusters Score -7197048 nChanged 21994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7210430.000000 Penalty: 5344.156250
	Iteration 1F: 3 clusters Score -7210430 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -7213298.500000 Penalty: 5344.156250
	Iteration 2F: 3 clusters Score -7213298 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7217110.000000 Penalty: 5344.156250
	Iteration 3F: 3 clusters Score -7217110 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -7220919.000000 Penalty: 5344.156250
	Iteration 4F: 3 clusters Score -7220919 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7224391.000000 Penalty: 5344.156250
	Iteration 5F: 3 clusters Score -7224391 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7227150.000000 Penalty: 5344.156250
	Iteration 6F: 3 clusters Score -7227150 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -7229519.000000 Penalty: 5344.156250
	Iteration 7Q: 3 clusters Score -7229519 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -7231806.500000 Penalty: 5344.156250
	Iteration 8Q: 3 clusters Score -7231806 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7233385.000000 Penalty: 5344.156250
	Iteration 9Q: 3 clusters Score -7233385 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7234109.500000 Penalty: 5344.156250
	Iteration 10Q: 3 clusters Score -7234110 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7234465.500000 Penalty: 5344.156250
	Iteration 11Q: 3 clusters Score -7234466 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7234702.500000 Penalty: 5344.156250
	Iteration 12Q: 3 clusters Score -7234702 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7234753.500000 Penalty: 5344.156250
	Iteration 13Q: 3 clusters Score -7234754 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -7234809.000000 Penalty: 5344.156250
	Iteration 14Q: 3 clusters Score -7234809 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -7234867.000000 Penalty: 5344.156250
	Iteration 15Q: 3 clusters Score -7234867 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7234901.500000 Penalty: 5344.156250
	Iteration 16Q: 3 clusters Score -7234902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7234913.500000 Penalty: 5344.156250
	Iteration 17Q: 3 clusters Score -7234914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -7234915.500000 Penalty: 5344.156250
	Iteration 18Q: 3 clusters Score -7234916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7234925.500000 Penalty: 5344.156250
	Iteration 19Q: 3 clusters Score -7234926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7234936.000000 Penalty: 5344.156250
	Iteration 20F: 3 clusters Score -7234936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7234938.000000 Penalty: 5344.156250
	Iteration 21Q: 3 clusters Score -7234938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -7234951.000000 Penalty: 5344.156250
	Iteration 22Q: 3 clusters Score -7234951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7234989.000000 Penalty: 5344.156250
	Iteration 23Q: 3 clusters Score -7234989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7234967.000000 Penalty: 5344.156250
	Iteration 24Q: 3 clusters Score -7234967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7234973.000000 Penalty: 5344.156250
	Iteration 25Q: 3 clusters Score -7234973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -7234993.500000 Penalty: 5344.156250
	Iteration 26Q: 3 clusters Score -7234994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -7234987.000000 Penalty: 5344.156250
	Iteration 27Q: 3 clusters Score -7234987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7234985.000000 Penalty: 5344.156250
	Iteration 28Q: 3 clusters Score -7234985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -7234978.500000 Penalty: 5344.156250
	Iteration 29Q: 3 clusters Score -7234978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -7234982.000000 Penalty: 5344.156250
	Iteration 30Q: 3 clusters Score -7234982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -7234981.500000 Penalty: 5344.156250
	Iteration 31Q: 3 clusters Score -7234982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -7234975.000000 Penalty: 5344.156250
	Iteration 32Q: 3 clusters Score -7234975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7234977.000000 Penalty: 5344.156250
	Iteration 33Q: 3 clusters Score -7234977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7234980.500000 Penalty: 5344.156250
	Iteration 34Q: 3 clusters Score -7234980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -7234982.500000 Penalty: 5344.156250
	Iteration 35Q: 3 clusters Score -7234982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7234988.000000 Penalty: 5344.156250
	Iteration 36Q: 3 clusters Score -7234988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7234988.000000 Penalty: 5344.156250
	Iteration 37F: 3 clusters Score -7234988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Entering Unmasked Estep 
Score: -70256360.000000 Penalty: 80986.914062
Splitting cluster 9 changes total score from -70230728.000000 to -70256360.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (11829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Entering Unmasked Estep 
Score: -1709003.750000 Penalty: 2325.820801
	Iteration 0F: 2 clusters Score -1709004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1700224.375000 Penalty: 4651.641602
	Iteration 0F: 3 clusters Score -1700224 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1703285.250000 Penalty: 4651.641602
	Iteration 1F: 3 clusters Score -1703285 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1704223.125000 Penalty: 4651.641602
	Iteration 2F: 3 clusters Score -1704223 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1705256.625000 Penalty: 4651.641602
	Iteration 3F: 3 clusters Score -1705257 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1706148.875000 Penalty: 4651.641602
	Iteration 4F: 3 clusters Score -1706149 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1706741.000000 Penalty: 4651.641602
	Iteration 5F: 3 clusters Score -1706741 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1707092.125000 Penalty: 4651.641602
	Iteration 6Q: 3 clusters Score -1707092 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1707289.125000 Penalty: 4651.641602
	Iteration 7Q: 3 clusters Score -1707289 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1707380.250000 Penalty: 4651.641602
	Iteration 8Q: 3 clusters Score -1707380 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1707443.125000 Penalty: 4651.641602
	Iteration 9Q: 3 clusters Score -1707443 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1707490.125000 Penalty: 4651.641602
	Iteration 10Q: 3 clusters Score -1707490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1707531.375000 Penalty: 4651.641602
	Iteration 11Q: 3 clusters Score -1707531 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1707564.625000 Penalty: 4651.641602
	Iteration 12Q: 3 clusters Score -1707565 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1707590.250000 Penalty: 4651.641602
	Iteration 13Q: 3 clusters Score -1707590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1707620.625000 Penalty: 4651.641602
	Iteration 14Q: 3 clusters Score -1707621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1707651.875000 Penalty: 4651.641602
	Iteration 15Q: 3 clusters Score -1707652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1707672.750000 Penalty: 4651.641602
	Iteration 16Q: 3 clusters Score -1707673 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1707695.375000 Penalty: 4651.641602
	Iteration 17Q: 3 clusters Score -1707695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1707712.375000 Penalty: 4651.641602
	Iteration 18Q: 3 clusters Score -1707712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1707727.000000 Penalty: 4651.641602
	Iteration 19Q: 3 clusters Score -1707727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1707742.875000 Penalty: 4651.641602
	Iteration 20F: 3 clusters Score -1707743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1707762.750000 Penalty: 4651.641602
	Iteration 21Q: 3 clusters Score -1707763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1707786.375000 Penalty: 4651.641602
	Iteration 22Q: 3 clusters Score -1707786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1707804.625000 Penalty: 4651.641602
	Iteration 23Q: 3 clusters Score -1707805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1707834.375000 Penalty: 4651.641602
	Iteration 24Q: 3 clusters Score -1707834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1707861.625000 Penalty: 4651.641602
	Iteration 25Q: 3 clusters Score -1707862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1707883.500000 Penalty: 4651.641602
	Iteration 26Q: 3 clusters Score -1707884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1707912.500000 Penalty: 4651.641602
	Iteration 27Q: 3 clusters Score -1707912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1707940.250000 Penalty: 4651.641602
	Iteration 28Q: 3 clusters Score -1707940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1707958.000000 Penalty: 4651.641602
	Iteration 29Q: 3 clusters Score -1707958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1707973.250000 Penalty: 4651.641602
	Iteration 30Q: 3 clusters Score -1707973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1707994.500000 Penalty: 4651.641602
	Iteration 31Q: 3 clusters Score -1707994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1708017.875000 Penalty: 4651.641602
	Iteration 32Q: 3 clusters Score -1708018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1708037.500000 Penalty: 4651.641602
	Iteration 33Q: 3 clusters Score -1708038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1708055.000000 Penalty: 4651.641602
	Iteration 34Q: 3 clusters Score -1708055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1708074.625000 Penalty: 4651.641602
	Iteration 35Q: 3 clusters Score -1708075 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1708103.500000 Penalty: 4651.641602
	Iteration 36Q: 3 clusters Score -1708104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1708130.125000 Penalty: 4651.641602
	Iteration 37Q: 3 clusters Score -1708130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1708164.250000 Penalty: 4651.641602
	Iteration 38Q: 3 clusters Score -1708164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1708195.375000 Penalty: 4651.641602
	Iteration 39Q: 3 clusters Score -1708195 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1708223.375000 Penalty: 4651.641602
	Iteration 40F: 3 clusters Score -1708223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1708253.000000 Penalty: 4651.641602
	Iteration 41Q: 3 clusters Score -1708253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1708282.875000 Penalty: 4651.641602
	Iteration 42Q: 3 clusters Score -1708283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1708307.000000 Penalty: 4651.641602
	Iteration 43Q: 3 clusters Score -1708307 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1708335.375000 Penalty: 4651.641602
	Iteration 44Q: 3 clusters Score -1708335 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1708364.000000 Penalty: 4651.641602
	Iteration 45Q: 3 clusters Score -1708364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1708385.750000 Penalty: 4651.641602
	Iteration 46Q: 3 clusters Score -1708386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1708422.500000 Penalty: 4651.641602
	Iteration 47Q: 3 clusters Score -1708422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1708457.875000 Penalty: 4651.641602
	Iteration 48Q: 3 clusters Score -1708458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1708500.750000 Penalty: 4651.641602
	Iteration 49Q: 3 clusters Score -1708501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1708558.625000 Penalty: 4651.641602
	Iteration 50Q: 3 clusters Score -1708559 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1708624.375000 Penalty: 4651.641602
	Iteration 51Q: 3 clusters Score -1708624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1708699.250000 Penalty: 4651.641602
	Iteration 52Q: 3 clusters Score -1708699 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1708764.125000 Penalty: 4651.641602
	Iteration 53Q: 3 clusters Score -1708764 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1708848.875000 Penalty: 4651.641602
	Iteration 54Q: 3 clusters Score -1708849 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1708911.625000 Penalty: 4651.641602
	Iteration 55Q: 3 clusters Score -1708912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1708968.750000 Penalty: 4651.641602
	Iteration 56Q: 3 clusters Score -1708969 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1709036.750000 Penalty: 4651.641602
	Iteration 57Q: 3 clusters Score -1709037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1709078.625000 Penalty: 4651.641602
	Iteration 58Q: 3 clusters Score -1709079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1709118.000000 Penalty: 4651.641602
	Iteration 59Q: 3 clusters Score -1709118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1709155.000000 Penalty: 4651.641602
	Iteration 60F: 3 clusters Score -1709155 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1709190.750000 Penalty: 4651.641602
	Iteration 61Q: 3 clusters Score -1709191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1709220.125000 Penalty: 4651.641602
	Iteration 62Q: 3 clusters Score -1709220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1709239.250000 Penalty: 4651.641602
	Iteration 63Q: 3 clusters Score -1709239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1709257.125000 Penalty: 4651.641602
	Iteration 64Q: 3 clusters Score -1709257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1709270.500000 Penalty: 4651.641602
	Iteration 65Q: 3 clusters Score -1709270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1709279.625000 Penalty: 4651.641602
	Iteration 66Q: 3 clusters Score -1709280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1709287.250000 Penalty: 4651.641602
	Iteration 67Q: 3 clusters Score -1709287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1709292.250000 Penalty: 4651.641602
	Iteration 68Q: 3 clusters Score -1709292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1709293.250000 Penalty: 4651.641602
	Iteration 69Q: 3 clusters Score -1709293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1709300.375000 Penalty: 4651.641602
	Iteration 70Q: 3 clusters Score -1709300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1709299.625000 Penalty: 4651.641602
	Iteration 71Q: 3 clusters Score -1709300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1709296.875000 Penalty: 4651.641602
	Iteration 72Q: 3 clusters Score -1709297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1709301.625000 Penalty: 4651.641602
	Iteration 73Q: 3 clusters Score -1709302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1709302.750000 Penalty: 4651.641602
	Iteration 74Q: 3 clusters Score -1709303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1709303.625000 Penalty: 4651.641602
	Iteration 75Q: 3 clusters Score -1709304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1709308.375000 Penalty: 4651.641602
	Iteration 76Q: 3 clusters Score -1709308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1709308.500000 Penalty: 4651.641602
	Iteration 77Q: 3 clusters Score -1709308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1709309.625000 Penalty: 4651.641602
	Iteration 78Q: 3 clusters Score -1709310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1709316.000000 Penalty: 4651.641602
	Iteration 79Q: 3 clusters Score -1709316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1709314.000000 Penalty: 4651.641602
	Iteration 80F: 3 clusters Score -1709314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1709314.250000 Penalty: 4651.641602
	Iteration 81Q: 3 clusters Score -1709314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1709313.125000 Penalty: 4651.641602
	Iteration 82Q: 3 clusters Score -1709313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1709313.250000 Penalty: 4651.641602
	Iteration 83Q: 3 clusters Score -1709313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1709313.750000 Penalty: 4651.641602
	Iteration 84Q: 3 clusters Score -1709314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1709316.500000 Penalty: 4651.641602
	Iteration 85Q: 3 clusters Score -1709316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1709317.875000 Penalty: 4651.641602
	Iteration 86Q: 3 clusters Score -1709318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1709321.375000 Penalty: 4651.641602
	Iteration 87Q: 3 clusters Score -1709321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1709319.375000 Penalty: 4651.641602
	Iteration 88Q: 3 clusters Score -1709319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1709319.250000 Penalty: 4651.641602
	Iteration 89Q: 3 clusters Score -1709319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1709319.000000 Penalty: 4651.641602
	Iteration 90Q: 3 clusters Score -1709319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1709319.000000 Penalty: 4651.641602
	Iteration 91F: 3 clusters Score -1709319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Entering Unmasked Estep 
Score: -70255872.000000 Penalty: 84226.390625
Splitting cluster 10 changes total score from -70230728.000000 to -70255872.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (180882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180882 members 
Entering Unmasked Estep 
Score: -27616890.000000 Penalty: 3002.188965
	Iteration 0F: 2 clusters Score -2.761689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -27503452.000000 Penalty: 6004.377930
	Iteration 0F: 3 clusters Score -2.750345e+07 nChanged 86687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -27554270.000000 Penalty: 6004.377930
	Iteration 1F: 3 clusters Score -2.755427e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -27556370.000000 Penalty: 6004.377930
	Iteration 2Q: 3 clusters Score -2.755637e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -27559270.000000 Penalty: 6004.377930
	Iteration 3Q: 3 clusters Score -2.755927e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -27563936.000000 Penalty: 6004.377930
	Iteration 4Q: 3 clusters Score -2.756394e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -27570238.000000 Penalty: 6004.377930
	Iteration 5F: 3 clusters Score -2.757024e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -27578518.000000 Penalty: 6004.377930
	Iteration 6F: 3 clusters Score -2.757852e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -27587082.000000 Penalty: 6004.377930
	Iteration 7F: 3 clusters Score -2.758708e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -27592886.000000 Penalty: 6004.377930
	Iteration 8F: 3 clusters Score -2.759289e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -27595828.000000 Penalty: 6004.377930
	Iteration 9Q: 3 clusters Score -2.759583e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -27597368.000000 Penalty: 6004.377930
	Iteration 10Q: 3 clusters Score -2.759737e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -27598384.000000 Penalty: 6004.377930
	Iteration 11Q: 3 clusters Score -2.759838e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -27599392.000000 Penalty: 6004.377930
	Iteration 12Q: 3 clusters Score -2.759939e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 102601 members 
Entering Unmasked Estep 
Score: -27600388.000000 Penalty: 6004.377930
	Iteration 13Q: 3 clusters Score -2.760039e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -27601582.000000 Penalty: 6004.377930
	Iteration 14Q: 3 clusters Score -2.760158e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -27602630.000000 Penalty: 6004.377930
	Iteration 15Q: 3 clusters Score -2.760263e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 109263 members 
Entering Unmasked Estep 
Score: -27603690.000000 Penalty: 6004.377930
	Iteration 16Q: 3 clusters Score -2.760369e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 111622 members 
Entering Unmasked Estep 
Score: -27604506.000000 Penalty: 6004.377930
	Iteration 17Q: 3 clusters Score -2.760451e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -27605196.000000 Penalty: 6004.377930
	Iteration 18Q: 3 clusters Score -2.76052e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -27605866.000000 Penalty: 6004.377930
	Iteration 19Q: 3 clusters Score -2.760587e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -27606774.000000 Penalty: 6004.377930
	Iteration 20F: 3 clusters Score -2.760677e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 121325 members 
Entering Unmasked Estep 
Score: -27607496.000000 Penalty: 6004.377930
	Iteration 21Q: 3 clusters Score -2.76075e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -27608152.000000 Penalty: 6004.377930
	Iteration 22Q: 3 clusters Score -2.760815e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 126352 members 
Entering Unmasked Estep 
Score: -27608898.000000 Penalty: 6004.377930
	Iteration 23Q: 3 clusters Score -2.76089e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -27609580.000000 Penalty: 6004.377930
	Iteration 24Q: 3 clusters Score -2.760958e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -27610374.000000 Penalty: 6004.377930
	Iteration 25Q: 3 clusters Score -2.761037e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 134318 members 
Entering Unmasked Estep 
Score: -27611072.000000 Penalty: 6004.377930
	Iteration 26Q: 3 clusters Score -2.761107e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -27611790.000000 Penalty: 6004.377930
	Iteration 27Q: 3 clusters Score -2.761179e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -27612484.000000 Penalty: 6004.377930
	Iteration 28Q: 3 clusters Score -2.761248e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -27613130.000000 Penalty: 6004.377930
	Iteration 29Q: 3 clusters Score -2.761313e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 144759 members 
Entering Unmasked Estep 
Score: -27613624.000000 Penalty: 6004.377930
	Iteration 30Q: 3 clusters Score -2.761362e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -27614262.000000 Penalty: 6004.377930
	Iteration 31Q: 3 clusters Score -2.761426e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 149915 members 
Entering Unmasked Estep 
Score: -27614934.000000 Penalty: 6004.377930
	Iteration 32Q: 3 clusters Score -2.761493e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -27615344.000000 Penalty: 6004.377930
	Iteration 33Q: 3 clusters Score -2.761534e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -27615794.000000 Penalty: 6004.377930
	Iteration 34Q: 3 clusters Score -2.761579e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 156901 members 
Entering Unmasked Estep 
Score: -27616150.000000 Penalty: 6004.377930
	Iteration 35Q: 3 clusters Score -2.761615e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 158948 members 
Entering Unmasked Estep 
Score: -27616388.000000 Penalty: 6004.377930
	Iteration 36Q: 3 clusters Score -2.761639e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -27616500.000000 Penalty: 6004.377930
	Iteration 37Q: 3 clusters Score -2.76165e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -27616686.000000 Penalty: 6004.377930
	Iteration 38Q: 3 clusters Score -2.761669e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -27616856.000000 Penalty: 6004.377930
	Iteration 39Q: 3 clusters Score -2.761686e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 165466 members 
Entering Unmasked Estep 
Score: -27616972.000000 Penalty: 6004.377930
	Iteration 40F: 3 clusters Score -2.761697e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -27617028.000000 Penalty: 6004.377930
	Iteration 41Q: 3 clusters Score -2.761703e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 167859 members 
Entering Unmasked Estep 
Score: -27617014.000000 Penalty: 6004.377930
	Iteration 42Q: 3 clusters Score -2.761701e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -27616936.000000 Penalty: 6004.377930
	Iteration 43Q: 3 clusters Score -2.761694e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -27616954.000000 Penalty: 6004.377930
	Iteration 44Q: 3 clusters Score -2.761695e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 170330 members 
Entering Unmasked Estep 
Score: -27616932.000000 Penalty: 6004.377930
	Iteration 45Q: 3 clusters Score -2.761693e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 170902 members 
Entering Unmasked Estep 
Score: -27617018.000000 Penalty: 6004.377930
	Iteration 46Q: 3 clusters Score -2.761702e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -27617058.000000 Penalty: 6004.377930
	Iteration 47Q: 3 clusters Score -2.761706e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -27617084.000000 Penalty: 6004.377930
	Iteration 48Q: 3 clusters Score -2.761708e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -27617200.000000 Penalty: 6004.377930
	Iteration 49Q: 3 clusters Score -2.76172e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 172427 members 
Entering Unmasked Estep 
Score: -27617170.000000 Penalty: 6004.377930
	Iteration 50Q: 3 clusters Score -2.761717e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -27617138.000000 Penalty: 6004.377930
	Iteration 51Q: 3 clusters Score -2.761714e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -27617072.000000 Penalty: 6004.377930
	Iteration 52Q: 3 clusters Score -2.761707e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -27617058.000000 Penalty: 6004.377930
	Iteration 53Q: 3 clusters Score -2.761706e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 173356 members 
Entering Unmasked Estep 
Score: -27617014.000000 Penalty: 6004.377930
	Iteration 54Q: 3 clusters Score -2.761701e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -27616980.000000 Penalty: 6004.377930
	Iteration 55Q: 3 clusters Score -2.761698e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 173694 members 
Entering Unmasked Estep 
Score: -27616922.000000 Penalty: 6004.377930
	Iteration 56Q: 3 clusters Score -2.761692e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 173858 members 
Entering Unmasked Estep 
Score: -27616920.000000 Penalty: 6004.377930
	Iteration 57Q: 3 clusters Score -2.761692e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 174000 members 
Entering Unmasked Estep 
Score: -27616896.000000 Penalty: 6004.377930
	Iteration 58Q: 3 clusters Score -2.76169e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -27616860.000000 Penalty: 6004.377930
	Iteration 59Q: 3 clusters Score -2.761686e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -27616890.000000 Penalty: 6004.377930
	Iteration 60F: 3 clusters Score -2.761689e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 174325 members 
Entering Unmasked Estep 
Score: -27616846.000000 Penalty: 6004.377930
	Iteration 61Q: 3 clusters Score -2.761685e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 174399 members 
Entering Unmasked Estep 
Score: -27616862.000000 Penalty: 6004.377930
	Iteration 62Q: 3 clusters Score -2.761686e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -27616854.000000 Penalty: 6004.377930
	Iteration 63Q: 3 clusters Score -2.761685e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 174512 members 
Entering Unmasked Estep 
Score: -27616860.000000 Penalty: 6004.377930
	Iteration 64Q: 3 clusters Score -2.761686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 174551 members 
Entering Unmasked Estep 
Score: -27616850.000000 Penalty: 6004.377930
	Iteration 65Q: 3 clusters Score -2.761685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -27616862.000000 Penalty: 6004.377930
	Iteration 66Q: 3 clusters Score -2.761686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 174617 members 
Entering Unmasked Estep 
Score: -27616886.000000 Penalty: 6004.377930
	Iteration 67Q: 3 clusters Score -2.761689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -27616870.000000 Penalty: 6004.377930
	Iteration 68Q: 3 clusters Score -2.761687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -27616860.000000 Penalty: 6004.377930
	Iteration 69Q: 3 clusters Score -2.761686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -27616864.000000 Penalty: 6004.377930
	Iteration 70Q: 3 clusters Score -2.761686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -27616838.000000 Penalty: 6004.377930
	Iteration 71Q: 3 clusters Score -2.761684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -27616852.000000 Penalty: 6004.377930
	Iteration 72Q: 3 clusters Score -2.761685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 174736 members 
Entering Unmasked Estep 
Score: -27616856.000000 Penalty: 6004.377930
	Iteration 73Q: 3 clusters Score -2.761686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 174753 members 
Entering Unmasked Estep 
Score: -27616852.000000 Penalty: 6004.377930
	Iteration 74Q: 3 clusters Score -2.761685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -27616854.000000 Penalty: 6004.377930
	Iteration 75Q: 3 clusters Score -2.761685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -27616862.000000 Penalty: 6004.377930
	Iteration 76Q: 3 clusters Score -2.761686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 174806 members 
Entering Unmasked Estep 
Score: -27616860.000000 Penalty: 6004.377930
	Iteration 77Q: 3 clusters Score -2.761686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -27616880.000000 Penalty: 6004.377930
	Iteration 78Q: 3 clusters Score -2.761688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -27616888.000000 Penalty: 6004.377930
	Iteration 79Q: 3 clusters Score -2.761689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -27616842.000000 Penalty: 6004.377930
	Iteration 80F: 3 clusters Score -2.761684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -27616868.000000 Penalty: 6004.377930
	Iteration 81Q: 3 clusters Score -2.761687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 174907 members 
Entering Unmasked Estep 
Score: -27616852.000000 Penalty: 6004.377930
	Iteration 82Q: 3 clusters Score -2.761685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -27616856.000000 Penalty: 6004.377930
	Iteration 83Q: 3 clusters Score -2.761686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -27616842.000000 Penalty: 6004.377930
	Iteration 84Q: 3 clusters Score -2.761684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 174941 members 
Entering Unmasked Estep 
Score: -27616848.000000 Penalty: 6004.377930
	Iteration 85Q: 3 clusters Score -2.761685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -27616816.000000 Penalty: 6004.377930
	Iteration 86Q: 3 clusters Score -2.761682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -27616800.000000 Penalty: 6004.377930
	Iteration 87Q: 3 clusters Score -2.76168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -27616784.000000 Penalty: 6004.377930
	Iteration 88Q: 3 clusters Score -2.761678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -27616802.000000 Penalty: 6004.377930
	Iteration 89Q: 3 clusters Score -2.76168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 175009 members 
Entering Unmasked Estep 
Score: -27616794.000000 Penalty: 6004.377930
	Iteration 90Q: 3 clusters Score -2.761679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 175016 members 
Entering Unmasked Estep 
Score: -27616776.000000 Penalty: 6004.377930
	Iteration 91Q: 3 clusters Score -2.761678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 175029 members 
Entering Unmasked Estep 
Score: -27616788.000000 Penalty: 6004.377930
	Iteration 92Q: 3 clusters Score -2.761679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 175040 members 
Entering Unmasked Estep 
Score: -27616802.000000 Penalty: 6004.377930
	Iteration 93Q: 3 clusters Score -2.76168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 175047 members 
Entering Unmasked Estep 
Score: -27616788.000000 Penalty: 6004.377930
	Iteration 94Q: 3 clusters Score -2.761679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -27616786.000000 Penalty: 6004.377930
	Iteration 95Q: 3 clusters Score -2.761679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -27616764.000000 Penalty: 6004.377930
	Iteration 96Q: 3 clusters Score -2.761676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -27616778.000000 Penalty: 6004.377930
	Iteration 97Q: 3 clusters Score -2.761678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -27616780.000000 Penalty: 6004.377930
	Iteration 98Q: 3 clusters Score -2.761678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -27616774.000000 Penalty: 6004.377930
	Iteration 99Q: 3 clusters Score -2.761677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -27616774.000000 Penalty: 6004.377930
	Iteration 100F: 3 clusters Score -2.761677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Entering Unmasked Estep 
Score: -970769.625000 Penalty: 2187.203613
	Iteration 0F: 2 clusters Score -970769.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -965304.062500 Penalty: 4374.407227
	Iteration 0F: 3 clusters Score -965304.1 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -967528.625000 Penalty: 4374.407227
	Iteration 1F: 3 clusters Score -967528.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -969622.062500 Penalty: 4374.407227
	Iteration 2F: 3 clusters Score -969622.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -972473.437500 Penalty: 4374.407227
	Iteration 3F: 3 clusters Score -972473.4 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -974893.187500 Penalty: 4374.407227
	Iteration 4F: 3 clusters Score -974893.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -975459.937500 Penalty: 4374.407227
	Iteration 5F: 3 clusters Score -975459.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -975540.000000 Penalty: 4374.407227
	Iteration 6Q: 3 clusters Score -975540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -975572.625000 Penalty: 4374.407227
	Iteration 7Q: 3 clusters Score -975572.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -975632.187500 Penalty: 4374.407227
	Iteration 8Q: 3 clusters Score -975632.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -975696.875000 Penalty: 4374.407227
	Iteration 9Q: 3 clusters Score -975696.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -975760.187500 Penalty: 4374.407227
	Iteration 10Q: 3 clusters Score -975760.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -975796.687500 Penalty: 4374.407227
	Iteration 11Q: 3 clusters Score -975796.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -975827.812500 Penalty: 4374.407227
	Iteration 12Q: 3 clusters Score -975827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -975842.250000 Penalty: 4374.407227
	Iteration 13Q: 3 clusters Score -975842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -975847.875000 Penalty: 4374.407227
	Iteration 14Q: 3 clusters Score -975847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -975847.000000 Penalty: 4374.407227
	Iteration 15Q: 3 clusters Score -975847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -975851.437500 Penalty: 4374.407227
	Iteration 16Q: 3 clusters Score -975851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -975852.625000 Penalty: 4374.407227
	Iteration 17Q: 3 clusters Score -975852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -975851.562500 Penalty: 4374.407227
	Iteration 18Q: 3 clusters Score -975851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -975851.562500 Penalty: 4374.407227
	Iteration 19Q: 3 clusters Score -975851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -975855.062500 Penalty: 4374.407227
	Iteration 20F: 3 clusters Score -975855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -975855.687500 Penalty: 4374.407227
	Iteration 21Q: 3 clusters Score -975855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -975857.375000 Penalty: 4374.407227
	Iteration 22Q: 3 clusters Score -975857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -975859.437500 Penalty: 4374.407227
	Iteration 23Q: 3 clusters Score -975859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -975862.250000 Penalty: 4374.407227
	Iteration 24Q: 3 clusters Score -975862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -975862.250000 Penalty: 4374.407227
	Iteration 25F: 3 clusters Score -975862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 103442 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Entering Unmasked Estep 
Score: -70259864.000000 Penalty: 87465.867188
Splitting cluster 12 changes total score from -70230728.000000 to -70259864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (103442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Entering Unmasked Estep 
Score: -15879264.000000 Penalty: 2863.598145
	Iteration 0F: 2 clusters Score -1.587926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -15811024.000000 Penalty: 5727.196289
	Iteration 0F: 3 clusters Score -1.581102e+07 nChanged 48949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -15839221.000000 Penalty: 5727.196289
	Iteration 1F: 3 clusters Score -1.583922e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -15840736.000000 Penalty: 5727.196289
	Iteration 2Q: 3 clusters Score -1.584074e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -15842931.000000 Penalty: 5727.196289
	Iteration 3Q: 3 clusters Score -1.584293e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -15846447.000000 Penalty: 5727.196289
	Iteration 4F: 3 clusters Score -1.584645e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -15851692.000000 Penalty: 5727.196289
	Iteration 5F: 3 clusters Score -1.585169e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -15858698.000000 Penalty: 5727.196289
	Iteration 6F: 3 clusters Score -1.58587e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -15866964.000000 Penalty: 5727.196289
	Iteration 7F: 3 clusters Score -1.586696e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -15872946.000000 Penalty: 5727.196289
	Iteration 8F: 3 clusters Score -1.587295e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -15876192.000000 Penalty: 5727.196289
	Iteration 9F: 3 clusters Score -1.587619e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -15877681.000000 Penalty: 5727.196289
	Iteration 10Q: 3 clusters Score -1.587768e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -15878682.000000 Penalty: 5727.196289
	Iteration 11Q: 3 clusters Score -1.587868e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -15879291.000000 Penalty: 5727.196289
	Iteration 12Q: 3 clusters Score -1.587929e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -15879644.000000 Penalty: 5727.196289
	Iteration 13Q: 3 clusters Score -1.587964e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -15879880.000000 Penalty: 5727.196289
	Iteration 14Q: 3 clusters Score -1.587988e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -15880086.000000 Penalty: 5727.196289
	Iteration 15Q: 3 clusters Score -1.588009e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -15880215.000000 Penalty: 5727.196289
	Iteration 16Q: 3 clusters Score -1.588022e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -15880290.000000 Penalty: 5727.196289
	Iteration 17Q: 3 clusters Score -1.588029e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 68557 members 
Entering Unmasked Estep 
Score: -15880311.000000 Penalty: 5727.196289
	Iteration 18Q: 3 clusters Score -1.588031e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -15880443.000000 Penalty: 5727.196289
	Iteration 19Q: 3 clusters Score -1.588044e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -15880571.000000 Penalty: 5727.196289
	Iteration 20F: 3 clusters Score -1.588057e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -15880567.000000 Penalty: 5727.196289
	Iteration 21Q: 3 clusters Score -1.588057e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -15880654.000000 Penalty: 5727.196289
	Iteration 22Q: 3 clusters Score -1.588065e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -15880704.000000 Penalty: 5727.196289
	Iteration 23Q: 3 clusters Score -1.58807e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -15880763.000000 Penalty: 5727.196289
	Iteration 24Q: 3 clusters Score -1.588076e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -15880851.000000 Penalty: 5727.196289
	Iteration 25Q: 3 clusters Score -1.588085e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -15880923.000000 Penalty: 5727.196289
	Iteration 26Q: 3 clusters Score -1.588092e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -15880995.000000 Penalty: 5727.196289
	Iteration 27Q: 3 clusters Score -1.5881e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -15881096.000000 Penalty: 5727.196289
	Iteration 28Q: 3 clusters Score -1.58811e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -15881146.000000 Penalty: 5727.196289
	Iteration 29Q: 3 clusters Score -1.588115e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -15881240.000000 Penalty: 5727.196289
	Iteration 30Q: 3 clusters Score -1.588124e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -15881351.000000 Penalty: 5727.196289
	Iteration 31Q: 3 clusters Score -1.588135e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -15881435.000000 Penalty: 5727.196289
	Iteration 32Q: 3 clusters Score -1.588144e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -15881605.000000 Penalty: 5727.196289
	Iteration 33Q: 3 clusters Score -1.58816e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -15881782.000000 Penalty: 5727.196289
	Iteration 34Q: 3 clusters Score -1.588178e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -15882175.000000 Penalty: 5727.196289
	Iteration 35Q: 3 clusters Score -1.588218e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -15882691.000000 Penalty: 5727.196289
	Iteration 36Q: 3 clusters Score -1.588269e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -15883494.000000 Penalty: 5727.196289
	Iteration 37Q: 3 clusters Score -1.588349e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -15884438.000000 Penalty: 5727.196289
	Iteration 38Q: 3 clusters Score -1.588444e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -15885279.000000 Penalty: 5727.196289
	Iteration 39Q: 3 clusters Score -1.588528e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -15885685.000000 Penalty: 5727.196289
	Iteration 40F: 3 clusters Score -1.588568e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -15885877.000000 Penalty: 5727.196289
	Iteration 41Q: 3 clusters Score -1.588588e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -15885965.000000 Penalty: 5727.196289
	Iteration 42Q: 3 clusters Score -1.588596e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -15886013.000000 Penalty: 5727.196289
	Iteration 43Q: 3 clusters Score -1.588601e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -15886051.000000 Penalty: 5727.196289
	Iteration 44Q: 3 clusters Score -1.588605e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -15886078.000000 Penalty: 5727.196289
	Iteration 45Q: 3 clusters Score -1.588608e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -15886080.000000 Penalty: 5727.196289
	Iteration 46Q: 3 clusters Score -1.588608e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -15886111.000000 Penalty: 5727.196289
	Iteration 47Q: 3 clusters Score -1.588611e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -15886120.000000 Penalty: 5727.196289
	Iteration 48Q: 3 clusters Score -1.588612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -15886133.000000 Penalty: 5727.196289
	Iteration 49Q: 3 clusters Score -1.588613e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -15886133.000000 Penalty: 5727.196289
	Iteration 50Q: 3 clusters Score -1.588613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -15886117.000000 Penalty: 5727.196289
	Iteration 51Q: 3 clusters Score -1.588612e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -15886142.000000 Penalty: 5727.196289
	Iteration 52Q: 3 clusters Score -1.588614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -15886148.000000 Penalty: 5727.196289
	Iteration 53Q: 3 clusters Score -1.588615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -15886146.000000 Penalty: 5727.196289
	Iteration 54Q: 3 clusters Score -1.588615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -15886110.000000 Penalty: 5727.196289
	Iteration 55Q: 3 clusters Score -1.588611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -15886095.000000 Penalty: 5727.196289
	Iteration 56Q: 3 clusters Score -1.58861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -15886108.000000 Penalty: 5727.196289
	Iteration 57Q: 3 clusters Score -1.588611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -15886112.000000 Penalty: 5727.196289
	Iteration 58Q: 3 clusters Score -1.588611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -15886134.000000 Penalty: 5727.196289
	Iteration 59Q: 3 clusters Score -1.588613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -15886142.000000 Penalty: 5727.196289
	Iteration 60F: 3 clusters Score -1.588614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -15886150.000000 Penalty: 5727.196289
	Iteration 61Q: 3 clusters Score -1.588615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -15886154.000000 Penalty: 5727.196289
	Iteration 62Q: 3 clusters Score -1.588615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -15886148.000000 Penalty: 5727.196289
	Iteration 63Q: 3 clusters Score -1.588615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -15886152.000000 Penalty: 5727.196289
	Iteration 64Q: 3 clusters Score -1.588615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -15886142.000000 Penalty: 5727.196289
	Iteration 65Q: 3 clusters Score -1.588614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -15886141.000000 Penalty: 5727.196289
	Iteration 66Q: 3 clusters Score -1.588614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -15886154.000000 Penalty: 5727.196289
	Iteration 67Q: 3 clusters Score -1.588615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -15886146.000000 Penalty: 5727.196289
	Iteration 68Q: 3 clusters Score -1.588615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -15886162.000000 Penalty: 5727.196289
	Iteration 69Q: 3 clusters Score -1.588616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -15886158.000000 Penalty: 5727.196289
	Iteration 70Q: 3 clusters Score -1.588616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -15886160.000000 Penalty: 5727.196289
	Iteration 71Q: 3 clusters Score -1.588616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -15886154.000000 Penalty: 5727.196289
	Iteration 72Q: 3 clusters Score -1.588615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -15886163.000000 Penalty: 5727.196289
	Iteration 73Q: 3 clusters Score -1.588616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -15886163.000000 Penalty: 5727.196289
	Iteration 74F: 3 clusters Score -1.588616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 83876 members 
Entering Unmasked Estep 
Score: -70266624.000000 Penalty: 90705.343750
Splitting cluster 13 changes total score from -70230728.000000 to -70266624.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -202180.671875 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -202180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -200180.859375 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -200180.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201984.093750 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -201984.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -204388.078125 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -204388.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -207296.093750 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -207296.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210822.046875 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -210822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211044.703125 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -211044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211051.359375 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -211051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211051.359375 Penalty: 3649.031494
	Iteration 7F: 3 clusters Score -211051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 83876 members 
Mstep: Class 29 contains 812 members 
Entering Unmasked Estep 
Score: -70274272.000000 Penalty: 93944.820312
Splitting cluster 14 changes total score from -70230728.000000 to -70274272.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -664184.437500 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -664184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -660025.062500 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -660025.1 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -661131.375000 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -661131.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -661593.875000 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -661593.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -662105.875000 Penalty: 4169.616211
	Iteration 3F: 3 clusters Score -662105.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -662562.812500 Penalty: 4169.616211
	Iteration 4F: 3 clusters Score -662562.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -662963.500000 Penalty: 4169.616211
	Iteration 5F: 3 clusters Score -662963.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -663313.187500 Penalty: 4169.616211
	Iteration 6F: 3 clusters Score -663313.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -663581.125000 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -663581.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -663744.625000 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -663744.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -663839.375000 Penalty: 4169.616211
	Iteration 9Q: 3 clusters Score -663839.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -663891.062500 Penalty: 4169.616211
	Iteration 10Q: 3 clusters Score -663891.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -663920.187500 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -663920.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -663933.500000 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -663933.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -663947.875000 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -663947.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -663967.500000 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -663967.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -663984.812500 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -663984.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -663997.250000 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -663997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -664004.875000 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -664004.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -664013.312500 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -664013.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -664020.625000 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -664020.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -664029.687500 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -664029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -664035.937500 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -664035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -664044.000000 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -664044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -664052.687500 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -664052.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -664059.937500 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -664059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -664067.250000 Penalty: 4169.616211
	Iteration 25Q: 3 clusters Score -664067.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -664076.125000 Penalty: 4169.616211
	Iteration 26Q: 3 clusters Score -664076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -664081.312500 Penalty: 4169.616211
	Iteration 27Q: 3 clusters Score -664081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -664085.125000 Penalty: 4169.616211
	Iteration 28Q: 3 clusters Score -664085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -664087.750000 Penalty: 4169.616211
	Iteration 29Q: 3 clusters Score -664087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -664091.187500 Penalty: 4169.616211
	Iteration 30Q: 3 clusters Score -664091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -664094.687500 Penalty: 4169.616211
	Iteration 31Q: 3 clusters Score -664094.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -664099.062500 Penalty: 4169.616211
	Iteration 32Q: 3 clusters Score -664099.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -664103.562500 Penalty: 4169.616211
	Iteration 33Q: 3 clusters Score -664103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -664105.000000 Penalty: 4169.616211
	Iteration 34Q: 3 clusters Score -664105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -664107.125000 Penalty: 4169.616211
	Iteration 35Q: 3 clusters Score -664107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -664109.062500 Penalty: 4169.616211
	Iteration 36Q: 3 clusters Score -664109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -664111.312500 Penalty: 4169.616211
	Iteration 37Q: 3 clusters Score -664111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -664115.750000 Penalty: 4169.616211
	Iteration 38Q: 3 clusters Score -664115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -664118.187500 Penalty: 4169.616211
	Iteration 39Q: 3 clusters Score -664118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -664121.000000 Penalty: 4169.616211
	Iteration 40F: 3 clusters Score -664121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -664124.000000 Penalty: 4169.616211
	Iteration 41Q: 3 clusters Score -664124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -664128.875000 Penalty: 4169.616211
	Iteration 42Q: 3 clusters Score -664128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -664131.062500 Penalty: 4169.616211
	Iteration 43Q: 3 clusters Score -664131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -664131.000000 Penalty: 4169.616211
	Iteration 44Q: 3 clusters Score -664131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -664131.750000 Penalty: 4169.616211
	Iteration 45Q: 3 clusters Score -664131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -664134.437500 Penalty: 4169.616211
	Iteration 46Q: 3 clusters Score -664134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -664139.312500 Penalty: 4169.616211
	Iteration 47Q: 3 clusters Score -664139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -664139.625000 Penalty: 4169.616211
	Iteration 48Q: 3 clusters Score -664139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -664141.375000 Penalty: 4169.616211
	Iteration 49Q: 3 clusters Score -664141.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -664143.625000 Penalty: 4169.616211
	Iteration 50Q: 3 clusters Score -664143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -664145.000000 Penalty: 4169.616211
	Iteration 51Q: 3 clusters Score -664145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -664148.062500 Penalty: 4169.616211
	Iteration 52Q: 3 clusters Score -664148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -664148.687500 Penalty: 4169.616211
	Iteration 53Q: 3 clusters Score -664148.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -664148.687500 Penalty: 4169.616211
	Iteration 54F: 3 clusters Score -664148.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -343696.031250 Penalty: 1943.615601
	Iteration 0F: 2 clusters Score -343696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -340770.375000 Penalty: 3887.231201
	Iteration 0F: 3 clusters Score -340770.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -341621.656250 Penalty: 3887.231201
	Iteration 1F: 3 clusters Score -341621.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -342283.906250 Penalty: 3887.231201
	Iteration 2F: 3 clusters Score -342283.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -342918.843750 Penalty: 3887.231201
	Iteration 3F: 3 clusters Score -342918.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -343402.031250 Penalty: 3887.231201
	Iteration 4F: 3 clusters Score -343402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -343610.093750 Penalty: 3887.231201
	Iteration 5F: 3 clusters Score -343610.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -343716.125000 Penalty: 3887.231201
	Iteration 6Q: 3 clusters Score -343716.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -343780.781250 Penalty: 3887.231201
	Iteration 7Q: 3 clusters Score -343780.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -343828.656250 Penalty: 3887.231201
	Iteration 8Q: 3 clusters Score -343828.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -343853.500000 Penalty: 3887.231201
	Iteration 9Q: 3 clusters Score -343853.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -343887.687500 Penalty: 3887.231201
	Iteration 10Q: 3 clusters Score -343887.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -343932.218750 Penalty: 3887.231201
	Iteration 11Q: 3 clusters Score -343932.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -343972.062500 Penalty: 3887.231201
	Iteration 12Q: 3 clusters Score -343972.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -344052.375000 Penalty: 3887.231201
	Iteration 13Q: 3 clusters Score -344052.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -344170.843750 Penalty: 3887.231201
	Iteration 14Q: 3 clusters Score -344170.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -344330.750000 Penalty: 3887.231201
	Iteration 15Q: 3 clusters Score -344330.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -344567.156250 Penalty: 3887.231201
	Iteration 16Q: 3 clusters Score -344567.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -344817.406250 Penalty: 3887.231201
	Iteration 17Q: 3 clusters Score -344817.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -344946.281250 Penalty: 3887.231201
	Iteration 18Q: 3 clusters Score -344946.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -345020.125000 Penalty: 3887.231201
	Iteration 19Q: 3 clusters Score -345020.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -345072.093750 Penalty: 3887.231201
	Iteration 20F: 3 clusters Score -345072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -345103.406250 Penalty: 3887.231201
	Iteration 21Q: 3 clusters Score -345103.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -345141.343750 Penalty: 3887.231201
	Iteration 22Q: 3 clusters Score -345141.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -345173.187500 Penalty: 3887.231201
	Iteration 23Q: 3 clusters Score -345173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -345193.562500 Penalty: 3887.231201
	Iteration 24Q: 3 clusters Score -345193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -345198.750000 Penalty: 3887.231201
	Iteration 25Q: 3 clusters Score -345198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345199.250000 Penalty: 3887.231201
	Iteration 26Q: 3 clusters Score -345199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345199.250000 Penalty: 3887.231201
	Iteration 27F: 3 clusters Score -345199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 83876 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 1952 members 
Entering Unmasked Estep 
Score: -70274440.000000 Penalty: 97184.296875
Splitting cluster 16 changes total score from -70230728.000000 to -70274440.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (34764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Entering Unmasked Estep 
Score: -5217145.500000 Penalty: 2593.171875
	Iteration 0F: 2 clusters Score -5217146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5193737.500000 Penalty: 5186.343750
	Iteration 0F: 3 clusters Score -5193738 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5202722.000000 Penalty: 5186.343750
	Iteration 1F: 3 clusters Score -5202722 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5204326.500000 Penalty: 5186.343750
	Iteration 2F: 3 clusters Score -5204326 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -5206283.500000 Penalty: 5186.343750
	Iteration 3F: 3 clusters Score -5206284 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -5208409.500000 Penalty: 5186.343750
	Iteration 4F: 3 clusters Score -5208410 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -5210513.500000 Penalty: 5186.343750
	Iteration 5F: 3 clusters Score -5210514 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5212279.500000 Penalty: 5186.343750
	Iteration 6F: 3 clusters Score -5212280 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -5213565.000000 Penalty: 5186.343750
	Iteration 7F: 3 clusters Score -5213565 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5214473.500000 Penalty: 5186.343750
	Iteration 8Q: 3 clusters Score -5214474 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5215174.000000 Penalty: 5186.343750
	Iteration 9Q: 3 clusters Score -5215174 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -5215785.000000 Penalty: 5186.343750
	Iteration 10Q: 3 clusters Score -5215785 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -5216367.500000 Penalty: 5186.343750
	Iteration 11Q: 3 clusters Score -5216368 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -5216879.000000 Penalty: 5186.343750
	Iteration 12Q: 3 clusters Score -5216879 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -5217165.000000 Penalty: 5186.343750
	Iteration 13Q: 3 clusters Score -5217165 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -5217306.000000 Penalty: 5186.343750
	Iteration 14Q: 3 clusters Score -5217306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -5217375.500000 Penalty: 5186.343750
	Iteration 15Q: 3 clusters Score -5217376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -5217408.500000 Penalty: 5186.343750
	Iteration 16Q: 3 clusters Score -5217408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -5217412.500000 Penalty: 5186.343750
	Iteration 17Q: 3 clusters Score -5217412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5217418.500000 Penalty: 5186.343750
	Iteration 18Q: 3 clusters Score -5217418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5217426.000000 Penalty: 5186.343750
	Iteration 19Q: 3 clusters Score -5217426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5217434.500000 Penalty: 5186.343750
	Iteration 20F: 3 clusters Score -5217434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5217432.000000 Penalty: 5186.343750
	Iteration 21Q: 3 clusters Score -5217432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5217441.000000 Penalty: 5186.343750
	Iteration 22Q: 3 clusters Score -5217441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5217445.000000 Penalty: 5186.343750
	Iteration 23Q: 3 clusters Score -5217445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -5217444.500000 Penalty: 5186.343750
	Iteration 24Q: 3 clusters Score -5217444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5217440.500000 Penalty: 5186.343750
	Iteration 25Q: 3 clusters Score -5217440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -5217447.000000 Penalty: 5186.343750
	Iteration 26Q: 3 clusters Score -5217447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -5217446.500000 Penalty: 5186.343750
	Iteration 27Q: 3 clusters Score -5217446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -5217447.500000 Penalty: 5186.343750
	Iteration 28Q: 3 clusters Score -5217448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -5217443.000000 Penalty: 5186.343750
	Iteration 29Q: 3 clusters Score -5217443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -5217440.000000 Penalty: 5186.343750
	Iteration 30Q: 3 clusters Score -5217440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -5217439.500000 Penalty: 5186.343750
	Iteration 31Q: 3 clusters Score -5217440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5217440.000000 Penalty: 5186.343750
	Iteration 32Q: 3 clusters Score -5217440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5217440.000000 Penalty: 5186.343750
	Iteration 33F: 3 clusters Score -5217440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 1174 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 83876 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 1952 members 
Mstep: Class 31 contains 33152 members 
Entering Unmasked Estep 
Score: -70274048.000000 Penalty: 100423.773438
Splitting cluster 17 changes total score from -70230728.000000 to -70274048.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -146300.937500 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -146300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -144713.953125 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -144714 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -146328.328125 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -146328.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147372.171875 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -147372.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -148249.406250 Penalty: 3505.813232
	Iteration 3F: 3 clusters Score -148249.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148726.406250 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -148726.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -148955.812500 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -148955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -148994.437500 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -148994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -149030.000000 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -149030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149042.859375 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -149042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -149048.437500 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -149048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149051.640625 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -149051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -149061.921875 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -149061.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -149080.375000 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -149080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -149117.875000 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -149117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -149162.421875 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -149162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -149213.406250 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -149213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149272.765625 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -149272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -149321.312500 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -149321.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -149336.640625 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -149336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -149336.640625 Penalty: 3505.813232
	Iteration 19F: 3 clusters Score -149336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 83876 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 1952 members 
Mstep: Class 31 contains 33152 members 
Mstep: Class 32 contains 757 members 
Entering Unmasked Estep 
Score: -70275568.000000 Penalty: 103663.250000
Splitting cluster 19 changes total score from -70230728.000000 to -70275568.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -191348.890625 Penalty: 1821.490234
	Iteration 0F: 2 clusters Score -191348.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189378.109375 Penalty: 3642.980469
	Iteration 0F: 3 clusters Score -189378.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190975.343750 Penalty: 3642.980469
	Iteration 1F: 3 clusters Score -190975.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -192242.265625 Penalty: 3642.980469
	Iteration 2F: 3 clusters Score -192242.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -192838.968750 Penalty: 3642.980469
	Iteration 3F: 3 clusters Score -192839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193233.953125 Penalty: 3642.980469
	Iteration 4F: 3 clusters Score -193234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193509.500000 Penalty: 3642.980469
	Iteration 5Q: 3 clusters Score -193509.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -193618.703125 Penalty: 3642.980469
	Iteration 6Q: 3 clusters Score -193618.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193681.781250 Penalty: 3642.980469
	Iteration 7Q: 3 clusters Score -193681.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -193737.406250 Penalty: 3642.980469
	Iteration 8Q: 3 clusters Score -193737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -193817.343750 Penalty: 3642.980469
	Iteration 9Q: 3 clusters Score -193817.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -193879.468750 Penalty: 3642.980469
	Iteration 10Q: 3 clusters Score -193879.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -193912.296875 Penalty: 3642.980469
	Iteration 11Q: 3 clusters Score -193912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -193928.937500 Penalty: 3642.980469
	Iteration 12Q: 3 clusters Score -193928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193942.875000 Penalty: 3642.980469
	Iteration 13Q: 3 clusters Score -193942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -193948.484375 Penalty: 3642.980469
	Iteration 14Q: 3 clusters Score -193948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193948.828125 Penalty: 3642.980469
	Iteration 15Q: 3 clusters Score -193948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193948.828125 Penalty: 3642.980469
	Iteration 16F: 3 clusters Score -193948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 39036 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 83876 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 1952 members 
Mstep: Class 31 contains 33152 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 946 members 
Entering Unmasked Estep 
Score: -70276760.000000 Penalty: 106902.726562
Splitting cluster 20 changes total score from -70230728.000000 to -70276760.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 180882 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285584.000000 Penalty: 106902.726562
Iteration 39Q: 34 clusters Score -7.028558e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 551 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 45363 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 2043 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 9755 members 
Mstep: Class 11 contains 184210 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 19650 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 463 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 813 members 
Mstep: Class 25 contains 38174 members 
Mstep: Class 26 contains 2419 members 
Mstep: Class 27 contains 4214 members 
Mstep: Class 28 contains 80920 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 1803 members 
Mstep: Class 31 contains 32416 members 
Mstep: Class 32 contains 743 members 
Mstep: Class 33 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70293800.000000 Penalty: 106902.726562
Iteration 40F: 34 clusters Score -7.02938e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 44900 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 387 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 8845 members 
Mstep: Class 10 contains 9326 members 
Mstep: Class 11 contains 182478 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 19616 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 4859 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 11334 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 38320 members 
Mstep: Class 26 contains 2754 members 
Mstep: Class 27 contains 4550 members 
Mstep: Class 28 contains 81156 members 
Mstep: Class 29 contains 835 members 
Mstep: Class 30 contains 1932 members 
Mstep: Class 31 contains 32623 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299072.000000 Penalty: 106902.726562
Iteration 41Q: 34 clusters Score -7.029907e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 44566 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 8967 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 181701 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 19695 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 240 members 
Mstep: Class 23 contains 11518 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 38264 members 
Mstep: Class 26 contains 2979 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 81283 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 32595 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300368.000000 Penalty: 106902.726562
Iteration 42Q: 34 clusters Score -7.030037e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 44329 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 181245 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 19779 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 256 members 
Mstep: Class 23 contains 11606 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 38200 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 81399 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 32490 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70301312.000000 Penalty: 106902.726562
Iteration 43Q: 34 clusters Score -7.030131e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 44167 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 10 contains 8942 members 
Mstep: Class 11 contains 180893 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 19822 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 11624 members 
Mstep: Class 24 contains 808 members 
Mstep: Class 25 contains 38139 members 
Mstep: Class 26 contains 3298 members 
Mstep: Class 27 contains 4774 members 
Mstep: Class 28 contains 81534 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 32378 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70302168.000000 Penalty: 106902.726562
Iteration 44Q: 34 clusters Score -7.030217e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 522 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3181 members 
Mstep: Class 3 contains 44052 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 180648 members 
Mstep: Class 12 contains 2520 members 
Mstep: Class 13 contains 19850 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 273 members 
Mstep: Class 23 contains 11629 members 
Mstep: Class 24 contains 805 members 
Mstep: Class 25 contains 38084 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 4804 members 
Mstep: Class 28 contains 81666 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 32228 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303152.000000 Penalty: 106902.726562
Iteration 45Q: 34 clusters Score -7.030315e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 43953 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 364 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 8897 members 
Mstep: Class 11 contains 180393 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 19860 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 630 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 11649 members 
Mstep: Class 24 contains 806 members 
Mstep: Class 25 contains 38027 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 4817 members 
Mstep: Class 28 contains 81845 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 32097 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303936.000000 Penalty: 106902.726562
Iteration 46Q: 34 clusters Score -7.030394e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 43899 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 364 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 9360 members 
Mstep: Class 10 contains 8883 members 
Mstep: Class 11 contains 180115 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 283 members 
Mstep: Class 23 contains 11653 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 37983 members 
Mstep: Class 26 contains 3646 members 
Mstep: Class 27 contains 4830 members 
Mstep: Class 28 contains 82053 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 31947 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304616.000000 Penalty: 106902.726562
Iteration 47Q: 34 clusters Score -7.030462e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 43862 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 9398 members 
Mstep: Class 10 contains 8868 members 
Mstep: Class 11 contains 179880 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 19894 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 6123 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 11673 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 37958 members 
Mstep: Class 26 contains 3717 members 
Mstep: Class 27 contains 4844 members 
Mstep: Class 28 contains 82218 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 31789 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304744.000000 Penalty: 106902.726562
Iteration 48Q: 34 clusters Score -7.030474e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 43828 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 8864 members 
Mstep: Class 11 contains 179641 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 19911 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 6225 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 290 members 
Mstep: Class 23 contains 11686 members 
Mstep: Class 24 contains 811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 3784 members 
Mstep: Class 27 contains 4851 members 
Mstep: Class 28 contains 82400 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2065 members 
Mstep: Class 31 contains 31645 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305064.000000 Penalty: 106902.726562
Iteration 49Q: 34 clusters Score -7.030506e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 43790 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 8861 members 
Mstep: Class 11 contains 179408 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 19936 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 6323 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 812 members 
Mstep: Class 25 contains 37932 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 4856 members 
Mstep: Class 28 contains 82611 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 31480 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305344.000000 Penalty: 106902.726562
Iteration 50Q: 34 clusters Score -7.030534e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 43774 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 9473 members 
Mstep: Class 10 contains 8856 members 
Mstep: Class 11 contains 179198 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 19939 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 6428 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 294 members 
Mstep: Class 23 contains 11698 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 37910 members 
Mstep: Class 26 contains 3894 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 82806 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2079 members 
Mstep: Class 31 contains 31328 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305744.000000 Penalty: 106902.726562
Iteration 51Q: 34 clusters Score -7.030574e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 43771 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 9487 members 
Mstep: Class 10 contains 8854 members 
Mstep: Class 11 contains 178947 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 19937 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 816 members 
Mstep: Class 25 contains 37903 members 
Mstep: Class 26 contains 3929 members 
Mstep: Class 27 contains 4865 members 
Mstep: Class 28 contains 83023 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2081 members 
Mstep: Class 31 contains 31204 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305920.000000 Penalty: 106902.726562
Iteration 52Q: 34 clusters Score -7.030592e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 43764 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 8850 members 
Mstep: Class 11 contains 178702 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 6621 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11689 members 
Mstep: Class 24 contains 816 members 
Mstep: Class 25 contains 37920 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 83247 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2081 members 
Mstep: Class 31 contains 31080 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305904.000000 Penalty: 106902.726562
Iteration 53Q: 34 clusters Score -7.03059e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 43746 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9499 members 
Mstep: Class 10 contains 8841 members 
Mstep: Class 11 contains 178469 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 13 contains 19977 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 6710 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 816 members 
Mstep: Class 25 contains 37945 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4875 members 
Mstep: Class 28 contains 83472 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 30952 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70306320.000000 Penalty: 106902.726562
Iteration 54Q: 34 clusters Score -7.030632e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 43751 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 11 contains 178206 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 19974 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 816 members 
Mstep: Class 25 contains 37960 members 
Mstep: Class 26 contains 4005 members 
Mstep: Class 27 contains 4884 members 
Mstep: Class 28 contains 83717 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 30825 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70306672.000000 Penalty: 106902.726562
Iteration 55Q: 34 clusters Score -7.030667e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 43757 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9504 members 
Mstep: Class 10 contains 8830 members 
Mstep: Class 11 contains 177966 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 19973 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11717 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 37979 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 4881 members 
Mstep: Class 28 contains 83938 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2092 members 
Mstep: Class 31 contains 30713 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70306864.000000 Penalty: 106902.726562
Iteration 56Q: 34 clusters Score -7.030686e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 43758 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 177727 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 19972 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 37988 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 4885 members 
Mstep: Class 28 contains 84150 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2100 members 
Mstep: Class 31 contains 30612 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307048.000000 Penalty: 106902.726562
Iteration 57Q: 34 clusters Score -7.030705e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 43760 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9515 members 
Mstep: Class 10 contains 8828 members 
Mstep: Class 11 contains 177555 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 19981 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 7027 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11739 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 37998 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 4893 members 
Mstep: Class 28 contains 84289 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2106 members 
Mstep: Class 31 contains 30505 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307176.000000 Penalty: 106902.726562
Iteration 58Q: 34 clusters Score -7.030718e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 43776 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9519 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 177349 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 19979 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11751 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 38031 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 4892 members 
Mstep: Class 28 contains 84460 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2110 members 
Mstep: Class 31 contains 30382 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307560.000000 Penalty: 106902.726562
Iteration 59Q: 34 clusters Score -7.030756e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 43787 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 177135 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 19976 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 38054 members 
Mstep: Class 26 contains 4085 members 
Mstep: Class 27 contains 4887 members 
Mstep: Class 28 contains 84625 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 30292 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308192.000000 Penalty: 106902.726562
Iteration 60F: 34 clusters Score -7.030819e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 513 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 43788 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 9525 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 176933 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 19975 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 301 members 
Mstep: Class 23 contains 11767 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 38083 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 4883 members 
Mstep: Class 28 contains 84739 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 2117 members 
Mstep: Class 31 contains 30216 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308920.000000 Penalty: 106902.726562
Iteration 61Q: 34 clusters Score -7.030892e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 43791 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 9528 members 
Mstep: Class 10 contains 8802 members 
Mstep: Class 11 contains 176728 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 19984 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 630 members 
Mstep: Class 21 contains 486 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11771 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 38106 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 4890 members 
Mstep: Class 28 contains 84825 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2117 members 
Mstep: Class 31 contains 30157 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70309448.000000 Penalty: 106902.726562
Iteration 62Q: 34 clusters Score -7.030945e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 43796 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 11 contains 176529 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 7550 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 11771 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 38116 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 4893 members 
Mstep: Class 28 contains 84923 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 30107 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70309960.000000 Penalty: 106902.726562
Iteration 63Q: 34 clusters Score -7.030996e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 43802 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 372 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 9541 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 11 contains 176366 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 19988 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 483 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 11778 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 38127 members 
Mstep: Class 26 contains 4124 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 85006 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 30046 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310320.000000 Penalty: 106902.726562
Iteration 64Q: 34 clusters Score -7.031032e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 43812 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 380 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 176247 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 11786 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 38128 members 
Mstep: Class 26 contains 4130 members 
Mstep: Class 27 contains 4905 members 
Mstep: Class 28 contains 85070 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 29988 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310384.000000 Penalty: 106902.726562
Iteration 65Q: 34 clusters Score -7.031038e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 43826 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 8785 members 
Mstep: Class 11 contains 176113 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 19972 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11780 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 38130 members 
Mstep: Class 26 contains 4132 members 
Mstep: Class 27 contains 4910 members 
Mstep: Class 28 contains 85161 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2122 members 
Mstep: Class 31 contains 29934 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310616.000000 Penalty: 106902.726562
Iteration 66Q: 34 clusters Score -7.031062e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 43834 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9561 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 11 contains 175970 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 19970 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 478 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 11774 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38125 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 4907 members 
Mstep: Class 28 contains 85276 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 29880 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310704.000000 Penalty: 106902.726562
Iteration 67Q: 34 clusters Score -7.03107e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 43836 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9571 members 
Mstep: Class 10 contains 8778 members 
Mstep: Class 11 contains 175821 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 478 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11764 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38112 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 85417 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2127 members 
Mstep: Class 31 contains 29819 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310800.000000 Penalty: 106902.726562
Iteration 68Q: 34 clusters Score -7.03108e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 43848 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 9582 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 175644 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 19969 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 478 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11763 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38103 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 4918 members 
Mstep: Class 28 contains 85547 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2132 members 
Mstep: Class 31 contains 29769 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310728.000000 Penalty: 106902.726562
Iteration 69Q: 34 clusters Score -7.031073e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 43861 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 387 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 9591 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 11 contains 175517 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 19967 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11778 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38099 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 4920 members 
Mstep: Class 28 contains 85617 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 29719 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310888.000000 Penalty: 106902.726562
Iteration 70Q: 34 clusters Score -7.031089e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 43870 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 388 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 9602 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 11 contains 175408 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 19971 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38085 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 85702 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311136.000000 Penalty: 106902.726562
Iteration 71Q: 34 clusters Score -7.031114e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 43874 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 388 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 9612 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 175323 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 19975 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11775 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38070 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4931 members 
Mstep: Class 28 contains 85791 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2138 members 
Mstep: Class 31 contains 29612 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311440.000000 Penalty: 106902.726562
Iteration 72Q: 34 clusters Score -7.031144e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 43881 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 9622 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 175237 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11771 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38057 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 4932 members 
Mstep: Class 28 contains 85883 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 29560 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311456.000000 Penalty: 106902.726562
Iteration 73Q: 34 clusters Score -7.031146e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 43888 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9631 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 175143 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 19987 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8380 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11771 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38040 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 4931 members 
Mstep: Class 28 contains 85990 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 29501 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311488.000000 Penalty: 106902.726562
Iteration 74Q: 34 clusters Score -7.031149e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 43892 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 175042 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8429 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11771 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38022 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4937 members 
Mstep: Class 28 contains 86111 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 29450 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311448.000000 Penalty: 106902.726562
Iteration 75Q: 34 clusters Score -7.031145e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 43894 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9642 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 174912 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 19982 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8481 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 11769 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 38001 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 4940 members 
Mstep: Class 28 contains 86253 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29409 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311656.000000 Penalty: 106902.726562
Iteration 76Q: 34 clusters Score -7.031166e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 43896 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9648 members 
Mstep: Class 10 contains 8750 members 
Mstep: Class 11 contains 174817 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 19984 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11763 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37979 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4940 members 
Mstep: Class 28 contains 86375 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29368 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311776.000000 Penalty: 106902.726562
Iteration 77Q: 34 clusters Score -7.031178e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9650 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 174683 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 19985 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37975 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 4945 members 
Mstep: Class 28 contains 86495 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29335 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311792.000000 Penalty: 106902.726562
Iteration 78Q: 34 clusters Score -7.031179e+07 nChanged 385
Entering ConstructFrom: 
Score: -70311792.000000 Penalty: 106902.726562
Entering ConstructFrom: 
Trying to split cluster 1 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -410436.906250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -410436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -407261.562500 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -407261.6 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -408128.781250 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -408128.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408747.718750 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -408747.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -409527.843750 Penalty: 3956.220947
	Iteration 3F: 3 clusters Score -409527.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -410020.281250 Penalty: 3956.220947
	Iteration 4F: 3 clusters Score -410020.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -410256.031250 Penalty: 3956.220947
	Iteration 5F: 3 clusters Score -410256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -410418.437500 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -410418.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -410547.312500 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -410547.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -410663.125000 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -410663.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -410724.031250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -410724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -410750.187500 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -410750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -410764.281250 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -410764.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -410771.812500 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -410771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410778.250000 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -410778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -410786.187500 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -410786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -410791.718750 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -410791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -410795.500000 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -410795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -410797.343750 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -410797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -410797.343750 Penalty: 3956.220947
	Iteration 18F: 3 clusters Score -410797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 174542 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1864 members 
Entering Unmasked Estep 
Score: -70310824.000000 Penalty: 110142.203125
Splitting cluster 1 changes total score from -70311792.000000 to -70310824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -443851.593750 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -443851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -440580.718750 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -440580.7 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -441439.406250 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -441439.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -441811.906250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -441811.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -442161.031250 Penalty: 3995.358154
	Iteration 3F: 3 clusters Score -442161 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -442614.468750 Penalty: 3995.358154
	Iteration 4F: 3 clusters Score -442614.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -443337.093750 Penalty: 3995.358154
	Iteration 5F: 3 clusters Score -443337.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -444257.625000 Penalty: 3995.358154
	Iteration 6F: 3 clusters Score -444257.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -444840.500000 Penalty: 3995.358154
	Iteration 7F: 3 clusters Score -444840.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -445128.187500 Penalty: 3995.358154
	Iteration 8F: 3 clusters Score -445128.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -445223.187500 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -445223.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -445263.250000 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -445263.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -445290.312500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -445290.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -445310.687500 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -445310.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -445331.187500 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -445331.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -445350.218750 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -445350.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -445366.718750 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -445366.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -445376.781250 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -445376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445383.031250 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -445383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445384.406250 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -445384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -445385.156250 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -445385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -445385.437500 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -445385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -445388.843750 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -445388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -445391.875000 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -445391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445394.343750 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -445394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445395.687500 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -445395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445396.281250 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -445396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -445399.093750 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -445399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -445398.937500 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -445398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -445398.343750 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -445398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -445400.000000 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -445400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -445400.000000 Penalty: 3995.358154
	Iteration 30F: 3 clusters Score -445400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 174542 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Entering Unmasked Estep 
Score: -70312144.000000 Penalty: 110142.203125
Splitting cluster 2 changes total score from -70311792.000000 to -70312144.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (43901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Entering Unmasked Estep 
Score: -6734521.500000 Penalty: 2651.043701
	Iteration 0F: 2 clusters Score -6734522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6704895.000000 Penalty: 5302.087402
	Iteration 0F: 3 clusters Score -6704895 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -6716218.000000 Penalty: 5302.087402
	Iteration 1F: 3 clusters Score -6716218 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6716861.000000 Penalty: 5302.087402
	Iteration 2Q: 3 clusters Score -6716861 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -6717567.500000 Penalty: 5302.087402
	Iteration 3Q: 3 clusters Score -6717568 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -6718504.000000 Penalty: 5302.087402
	Iteration 4Q: 3 clusters Score -6718504 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6719910.500000 Penalty: 5302.087402
	Iteration 5F: 3 clusters Score -6719910 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6721857.000000 Penalty: 5302.087402
	Iteration 6F: 3 clusters Score -6721857 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -6724318.500000 Penalty: 5302.087402
	Iteration 7F: 3 clusters Score -6724318 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -6726974.000000 Penalty: 5302.087402
	Iteration 8F: 3 clusters Score -6726974 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -6729120.500000 Penalty: 5302.087402
	Iteration 9F: 3 clusters Score -6729120 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -6730464.000000 Penalty: 5302.087402
	Iteration 10Q: 3 clusters Score -6730464 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -6731217.500000 Penalty: 5302.087402
	Iteration 11Q: 3 clusters Score -6731218 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -6731637.000000 Penalty: 5302.087402
	Iteration 12Q: 3 clusters Score -6731637 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -6731913.000000 Penalty: 5302.087402
	Iteration 13Q: 3 clusters Score -6731913 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -6732104.000000 Penalty: 5302.087402
	Iteration 14Q: 3 clusters Score -6732104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -6732165.000000 Penalty: 5302.087402
	Iteration 15Q: 3 clusters Score -6732165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -6732202.000000 Penalty: 5302.087402
	Iteration 16Q: 3 clusters Score -6732202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -6732254.000000 Penalty: 5302.087402
	Iteration 17Q: 3 clusters Score -6732254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -6732305.500000 Penalty: 5302.087402
	Iteration 18Q: 3 clusters Score -6732306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6732320.500000 Penalty: 5302.087402
	Iteration 19Q: 3 clusters Score -6732320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -6732346.000000 Penalty: 5302.087402
	Iteration 20F: 3 clusters Score -6732346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -6732357.000000 Penalty: 5302.087402
	Iteration 21Q: 3 clusters Score -6732357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6732372.000000 Penalty: 5302.087402
	Iteration 22Q: 3 clusters Score -6732372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -6732380.000000 Penalty: 5302.087402
	Iteration 23Q: 3 clusters Score -6732380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -6732391.500000 Penalty: 5302.087402
	Iteration 24Q: 3 clusters Score -6732392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -6732396.000000 Penalty: 5302.087402
	Iteration 25Q: 3 clusters Score -6732396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -6732406.500000 Penalty: 5302.087402
	Iteration 26Q: 3 clusters Score -6732406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6732421.500000 Penalty: 5302.087402
	Iteration 27Q: 3 clusters Score -6732422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6732423.000000 Penalty: 5302.087402
	Iteration 28Q: 3 clusters Score -6732423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -6732433.500000 Penalty: 5302.087402
	Iteration 29Q: 3 clusters Score -6732434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6732426.000000 Penalty: 5302.087402
	Iteration 30Q: 3 clusters Score -6732426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -6732430.000000 Penalty: 5302.087402
	Iteration 31Q: 3 clusters Score -6732430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6732440.000000 Penalty: 5302.087402
	Iteration 32Q: 3 clusters Score -6732440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6732437.000000 Penalty: 5302.087402
	Iteration 33Q: 3 clusters Score -6732437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6732440.500000 Penalty: 5302.087402
	Iteration 34Q: 3 clusters Score -6732440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -6732440.000000 Penalty: 5302.087402
	Iteration 35Q: 3 clusters Score -6732440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -6732443.500000 Penalty: 5302.087402
	Iteration 36Q: 3 clusters Score -6732444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6732445.500000 Penalty: 5302.087402
	Iteration 37Q: 3 clusters Score -6732446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6732445.500000 Penalty: 5302.087402
	Iteration 38F: 3 clusters Score -6732446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -82242.562500 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -82242.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80885.335938 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -80885.34 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81678.359375 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -81678.36 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -82415.687500 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -82415.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82684.554688 Penalty: 3247.916748
	Iteration 3F: 3 clusters Score -82684.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -82762.078125 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -82762.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82815.250000 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -82815.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -82923.664062 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -82923.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -83083.953125 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -83083.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -83237.382812 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -83237.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -83273.882812 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -83273.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -83283.289062 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -83283.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -83295.546875 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -83295.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83302.781250 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -83302.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83307.882812 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -83307.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83307.882812 Penalty: 3247.916748
	Iteration 14F: 3 clusters Score -83307.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 174542 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 185 members 
Entering Unmasked Estep 
Score: -70311592.000000 Penalty: 113381.679688
Splitting cluster 4 changes total score from -70311792.000000 to -70311592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -41585.718750 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -41585.72 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 211 members 
Entering Unmasked Estep 
Score: -40484.417969 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -40484.42 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40749.031250 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -40749.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40895.386719 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -40895.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41102.984375 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -41102.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41299.082031 Penalty: 2961.745850
	Iteration 4F: 3 clusters Score -41299.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41456.796875 Penalty: 2961.745850
	Iteration 5F: 3 clusters Score -41456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41480.195312 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -41480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -41493.968750 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -41493.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41522.531250 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -41522.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41522.531250 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -41522.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -307307.750000 Penalty: 1898.066772
	Iteration 0F: 2 clusters Score -307307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304585.968750 Penalty: 3796.133545
	Iteration 0F: 3 clusters Score -304586 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -305130.562500 Penalty: 3796.133545
	Iteration 1F: 3 clusters Score -305130.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -305309.437500 Penalty: 3796.133545
	Iteration 2F: 3 clusters Score -305309.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -305460.281250 Penalty: 3796.133545
	Iteration 3F: 3 clusters Score -305460.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -305607.750000 Penalty: 3796.133545
	Iteration 4Q: 3 clusters Score -305607.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -305733.343750 Penalty: 3796.133545
	Iteration 5Q: 3 clusters Score -305733.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -305841.500000 Penalty: 3796.133545
	Iteration 6Q: 3 clusters Score -305841.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -305926.062500 Penalty: 3796.133545
	Iteration 7Q: 3 clusters Score -305926.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -306005.343750 Penalty: 3796.133545
	Iteration 8Q: 3 clusters Score -306005.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -306074.812500 Penalty: 3796.133545
	Iteration 9Q: 3 clusters Score -306074.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -306115.687500 Penalty: 3796.133545
	Iteration 10Q: 3 clusters Score -306115.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -306140.375000 Penalty: 3796.133545
	Iteration 11Q: 3 clusters Score -306140.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -306151.593750 Penalty: 3796.133545
	Iteration 12Q: 3 clusters Score -306151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -306158.406250 Penalty: 3796.133545
	Iteration 13Q: 3 clusters Score -306158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -306166.281250 Penalty: 3796.133545
	Iteration 14Q: 3 clusters Score -306166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -306167.937500 Penalty: 3796.133545
	Iteration 15Q: 3 clusters Score -306167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -306168.750000 Penalty: 3796.133545
	Iteration 16Q: 3 clusters Score -306168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -306172.312500 Penalty: 3796.133545
	Iteration 17Q: 3 clusters Score -306172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -306176.343750 Penalty: 3796.133545
	Iteration 18Q: 3 clusters Score -306176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306178.000000 Penalty: 3796.133545
	Iteration 19Q: 3 clusters Score -306178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306179.718750 Penalty: 3796.133545
	Iteration 20F: 3 clusters Score -306179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -115831.820312 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -115831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114098.867188 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -114098.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -114925.656250 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -114925.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -115826.921875 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -115826.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -116313.929688 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -116313.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -116574.085938 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -116574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116661.070312 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -116661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116696.046875 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -116696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -116711.921875 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -116711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116720.718750 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -116720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -116734.820312 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -116734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -116747.500000 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -116747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116760.218750 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -116760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -116762.632812 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -116762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -116767.093750 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -116767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -116767.093750 Penalty: 3427.732422
	Iteration 14F: 3 clusters Score -116767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 174542 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 209 members 
Entering Unmasked Estep 
Score: -70311496.000000 Penalty: 113381.679688
Splitting cluster 7 changes total score from -70311792.000000 to -70311496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -324690.062500 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -324690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -321953.187500 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -321953.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322529.031250 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -322529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -322732.093750 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -322732.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322861.375000 Penalty: 3811.424805
	Iteration 3F: 3 clusters Score -322861.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -322931.875000 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -322931.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -322971.156250 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -322971.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -323013.468750 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -323013.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -323047.906250 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -323047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -323068.250000 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -323068.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -323080.843750 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -323080.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -323098.031250 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -323098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -323114.656250 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -323114.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -323127.968750 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -323128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -323144.531250 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -323144.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -323170.031250 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -323170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -323203.625000 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -323203.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -323241.468750 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -323241.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -323303.531250 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -323303.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323384.656250 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -323384.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323457.031250 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -323457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -323503.875000 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -323503.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -323552.375000 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -323552.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -323590.250000 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -323590.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -323612.031250 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -323612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -323629.906250 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -323629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -323643.187500 Penalty: 3811.424805
	Iteration 25Q: 3 clusters Score -323643.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -323656.218750 Penalty: 3811.424805
	Iteration 26Q: 3 clusters Score -323656.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -323662.531250 Penalty: 3811.424805
	Iteration 27Q: 3 clusters Score -323662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -323669.125000 Penalty: 3811.424805
	Iteration 28Q: 3 clusters Score -323669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -323677.437500 Penalty: 3811.424805
	Iteration 29Q: 3 clusters Score -323677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -323681.875000 Penalty: 3811.424805
	Iteration 30Q: 3 clusters Score -323681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -323683.500000 Penalty: 3811.424805
	Iteration 31Q: 3 clusters Score -323683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -323685.562500 Penalty: 3811.424805
	Iteration 32Q: 3 clusters Score -323685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -323686.125000 Penalty: 3811.424805
	Iteration 33Q: 3 clusters Score -323686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -323687.437500 Penalty: 3811.424805
	Iteration 34Q: 3 clusters Score -323687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -323689.750000 Penalty: 3811.424805
	Iteration 35Q: 3 clusters Score -323689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -323696.406250 Penalty: 3811.424805
	Iteration 36Q: 3 clusters Score -323696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -323697.906250 Penalty: 3811.424805
	Iteration 37Q: 3 clusters Score -323697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -323697.906250 Penalty: 3811.424805
	Iteration 38F: 3 clusters Score -323697.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Entering Unmasked Estep 
Score: -1465292.625000 Penalty: 2275.406006
	Iteration 0F: 2 clusters Score -1465293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1457857.000000 Penalty: 4550.812012
	Iteration 0F: 3 clusters Score -1457857 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1460074.250000 Penalty: 4550.812012
	Iteration 1F: 3 clusters Score -1460074 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1460452.000000 Penalty: 4550.812012
	Iteration 2F: 3 clusters Score -1460452 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1460798.250000 Penalty: 4550.812012
	Iteration 3F: 3 clusters Score -1460798 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1461109.625000 Penalty: 4550.812012
	Iteration 4F: 3 clusters Score -1461110 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1461409.875000 Penalty: 4550.812012
	Iteration 5F: 3 clusters Score -1461410 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1461693.750000 Penalty: 4550.812012
	Iteration 6Q: 3 clusters Score -1461694 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1461960.125000 Penalty: 4550.812012
	Iteration 7Q: 3 clusters Score -1461960 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1462206.000000 Penalty: 4550.812012
	Iteration 8Q: 3 clusters Score -1462206 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1462416.500000 Penalty: 4550.812012
	Iteration 9Q: 3 clusters Score -1462416 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1462596.000000 Penalty: 4550.812012
	Iteration 10Q: 3 clusters Score -1462596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1462742.500000 Penalty: 4550.812012
	Iteration 11Q: 3 clusters Score -1462742 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1462864.625000 Penalty: 4550.812012
	Iteration 12Q: 3 clusters Score -1462865 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1462972.750000 Penalty: 4550.812012
	Iteration 13Q: 3 clusters Score -1462973 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1463043.750000 Penalty: 4550.812012
	Iteration 14Q: 3 clusters Score -1463044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1463103.875000 Penalty: 4550.812012
	Iteration 15Q: 3 clusters Score -1463104 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1463156.625000 Penalty: 4550.812012
	Iteration 16Q: 3 clusters Score -1463157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1463194.500000 Penalty: 4550.812012
	Iteration 17Q: 3 clusters Score -1463194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1463217.000000 Penalty: 4550.812012
	Iteration 18Q: 3 clusters Score -1463217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1463239.875000 Penalty: 4550.812012
	Iteration 19Q: 3 clusters Score -1463240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1463261.250000 Penalty: 4550.812012
	Iteration 20F: 3 clusters Score -1463261 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1463290.625000 Penalty: 4550.812012
	Iteration 21Q: 3 clusters Score -1463291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1463312.000000 Penalty: 4550.812012
	Iteration 22Q: 3 clusters Score -1463312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1463338.750000 Penalty: 4550.812012
	Iteration 23Q: 3 clusters Score -1463339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1463358.250000 Penalty: 4550.812012
	Iteration 24Q: 3 clusters Score -1463358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1463370.625000 Penalty: 4550.812012
	Iteration 25Q: 3 clusters Score -1463371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1463393.750000 Penalty: 4550.812012
	Iteration 26Q: 3 clusters Score -1463394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1463414.750000 Penalty: 4550.812012
	Iteration 27Q: 3 clusters Score -1463415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1463431.250000 Penalty: 4550.812012
	Iteration 28Q: 3 clusters Score -1463431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1463444.500000 Penalty: 4550.812012
	Iteration 29Q: 3 clusters Score -1463444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1463460.875000 Penalty: 4550.812012
	Iteration 30Q: 3 clusters Score -1463461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1463471.375000 Penalty: 4550.812012
	Iteration 31Q: 3 clusters Score -1463471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1463475.875000 Penalty: 4550.812012
	Iteration 32Q: 3 clusters Score -1463476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1463489.000000 Penalty: 4550.812012
	Iteration 33Q: 3 clusters Score -1463489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1463493.875000 Penalty: 4550.812012
	Iteration 34Q: 3 clusters Score -1463494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1463506.875000 Penalty: 4550.812012
	Iteration 35Q: 3 clusters Score -1463507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1463517.375000 Penalty: 4550.812012
	Iteration 36Q: 3 clusters Score -1463517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1463525.750000 Penalty: 4550.812012
	Iteration 37Q: 3 clusters Score -1463526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1463531.250000 Penalty: 4550.812012
	Iteration 38Q: 3 clusters Score -1463531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1463537.125000 Penalty: 4550.812012
	Iteration 39Q: 3 clusters Score -1463537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1463540.000000 Penalty: 4550.812012
	Iteration 40F: 3 clusters Score -1463540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1463545.500000 Penalty: 4550.812012
	Iteration 41Q: 3 clusters Score -1463546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1463552.500000 Penalty: 4550.812012
	Iteration 42Q: 3 clusters Score -1463552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1463553.750000 Penalty: 4550.812012
	Iteration 43Q: 3 clusters Score -1463554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1463559.875000 Penalty: 4550.812012
	Iteration 44Q: 3 clusters Score -1463560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1463563.750000 Penalty: 4550.812012
	Iteration 45Q: 3 clusters Score -1463564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1463566.375000 Penalty: 4550.812012
	Iteration 46Q: 3 clusters Score -1463566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1463570.750000 Penalty: 4550.812012
	Iteration 47Q: 3 clusters Score -1463571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1463573.375000 Penalty: 4550.812012
	Iteration 48Q: 3 clusters Score -1463573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1463585.250000 Penalty: 4550.812012
	Iteration 49Q: 3 clusters Score -1463585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1463596.375000 Penalty: 4550.812012
	Iteration 50Q: 3 clusters Score -1463596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1463601.500000 Penalty: 4550.812012
	Iteration 51Q: 3 clusters Score -1463602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1463600.625000 Penalty: 4550.812012
	Iteration 52Q: 3 clusters Score -1463601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1463610.750000 Penalty: 4550.812012
	Iteration 53Q: 3 clusters Score -1463611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1463609.500000 Penalty: 4550.812012
	Iteration 54Q: 3 clusters Score -1463610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1463606.875000 Penalty: 4550.812012
	Iteration 55Q: 3 clusters Score -1463607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1463612.000000 Penalty: 4550.812012
	Iteration 56Q: 3 clusters Score -1463612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1463612.125000 Penalty: 4550.812012
	Iteration 57Q: 3 clusters Score -1463612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1463616.875000 Penalty: 4550.812012
	Iteration 58Q: 3 clusters Score -1463617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1463620.000000 Penalty: 4550.812012
	Iteration 59Q: 3 clusters Score -1463620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1463620.750000 Penalty: 4550.812012
	Iteration 60F: 3 clusters Score -1463621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1463621.250000 Penalty: 4550.812012
	Iteration 61Q: 3 clusters Score -1463621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1463624.875000 Penalty: 4550.812012
	Iteration 62Q: 3 clusters Score -1463625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1463623.750000 Penalty: 4550.812012
	Iteration 63Q: 3 clusters Score -1463624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1463623.250000 Penalty: 4550.812012
	Iteration 64Q: 3 clusters Score -1463623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1463623.625000 Penalty: 4550.812012
	Iteration 65Q: 3 clusters Score -1463624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1463623.625000 Penalty: 4550.812012
	Iteration 66F: 3 clusters Score -1463624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -1266213.000000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1266213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1259292.625000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1259293 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1261284.500000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1261284 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1261622.125000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1261622 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1261860.750000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1261861 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1262018.250000 Penalty: 4502.210938
	Iteration 4Q: 3 clusters Score -1262018 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1262149.750000 Penalty: 4502.210938
	Iteration 5Q: 3 clusters Score -1262150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1262249.125000 Penalty: 4502.210938
	Iteration 6Q: 3 clusters Score -1262249 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1262339.250000 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -1262339 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1262409.250000 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -1262409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1262473.375000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1262473 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1262534.250000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1262534 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1262594.625000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1262595 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1262667.375000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1262667 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1262739.750000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1262740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1262812.500000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1262812 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1262890.500000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1262890 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1262965.750000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1262966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1263041.000000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1263041 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1263131.500000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1263132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1263228.000000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1263228 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1263327.625000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1263328 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1263400.000000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1263400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1263483.375000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1263483 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1263566.000000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1263566 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1263634.625000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1263635 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1263693.875000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1263694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1263766.250000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1263766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1263830.500000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1263830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1263886.250000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1263886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1263920.875000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1263921 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1263946.500000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1263946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1263970.625000 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1263971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1263999.750000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1264000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1264032.250000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1264032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1264062.000000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1264062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1264084.875000 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1264085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1264102.125000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1264102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1264115.000000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1264115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1264123.375000 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1264123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1264133.375000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1264133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1264144.000000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1264144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1264147.625000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -1264148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1264154.000000 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -1264154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1264162.125000 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -1264162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1264171.125000 Penalty: 4502.210938
	Iteration 44Q: 3 clusters Score -1264171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1264179.000000 Penalty: 4502.210938
	Iteration 45Q: 3 clusters Score -1264179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1264185.500000 Penalty: 4502.210938
	Iteration 46Q: 3 clusters Score -1264186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1264190.250000 Penalty: 4502.210938
	Iteration 47Q: 3 clusters Score -1264190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1264195.125000 Penalty: 4502.210938
	Iteration 48Q: 3 clusters Score -1264195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1264197.750000 Penalty: 4502.210938
	Iteration 49Q: 3 clusters Score -1264198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1264204.375000 Penalty: 4502.210938
	Iteration 50Q: 3 clusters Score -1264204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1264207.875000 Penalty: 4502.210938
	Iteration 51Q: 3 clusters Score -1264208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1264211.375000 Penalty: 4502.210938
	Iteration 52Q: 3 clusters Score -1264211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1264213.625000 Penalty: 4502.210938
	Iteration 53Q: 3 clusters Score -1264214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1264215.500000 Penalty: 4502.210938
	Iteration 54Q: 3 clusters Score -1264216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1264222.250000 Penalty: 4502.210938
	Iteration 55Q: 3 clusters Score -1264222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1264221.875000 Penalty: 4502.210938
	Iteration 56Q: 3 clusters Score -1264222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1264221.875000 Penalty: 4502.210938
	Iteration 57Q: 3 clusters Score -1264222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1264227.250000 Penalty: 4502.210938
	Iteration 58Q: 3 clusters Score -1264227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1264227.125000 Penalty: 4502.210938
	Iteration 59Q: 3 clusters Score -1264227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1264227.125000 Penalty: 4502.210938
	Iteration 60F: 3 clusters Score -1264227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (174542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174542 members 
Entering Unmasked Estep 
Score: -26653750.000000 Penalty: 2993.340332
	Iteration 0F: 2 clusters Score -2.665375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -26541726.000000 Penalty: 5986.680664
	Iteration 0F: 3 clusters Score -2.654173e+07 nChanged 83416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -26590524.000000 Penalty: 5986.680664
	Iteration 1F: 3 clusters Score -2.659052e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -26591614.000000 Penalty: 5986.680664
	Iteration 2Q: 3 clusters Score -2.659161e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -26592764.000000 Penalty: 5986.680664
	Iteration 3Q: 3 clusters Score -2.659276e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -26594010.000000 Penalty: 5986.680664
	Iteration 4Q: 3 clusters Score -2.659401e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -26595592.000000 Penalty: 5986.680664
	Iteration 5Q: 3 clusters Score -2.659559e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -26597752.000000 Penalty: 5986.680664
	Iteration 6Q: 3 clusters Score -2.659775e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -26600890.000000 Penalty: 5986.680664
	Iteration 7Q: 3 clusters Score -2.660089e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -26605780.000000 Penalty: 5986.680664
	Iteration 8Q: 3 clusters Score -2.660578e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -26612660.000000 Penalty: 5986.680664
	Iteration 9F: 3 clusters Score -2.661266e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -26620040.000000 Penalty: 5986.680664
	Iteration 10F: 3 clusters Score -2.662004e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 86065 members 
Entering Unmasked Estep 
Score: -26624714.000000 Penalty: 5986.680664
	Iteration 11F: 3 clusters Score -2.662471e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -26626468.000000 Penalty: 5986.680664
	Iteration 12Q: 3 clusters Score -2.662647e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -26627014.000000 Penalty: 5986.680664
	Iteration 13Q: 3 clusters Score -2.662701e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -26627298.000000 Penalty: 5986.680664
	Iteration 14Q: 3 clusters Score -2.66273e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -26627576.000000 Penalty: 5986.680664
	Iteration 15Q: 3 clusters Score -2.662758e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -26627904.000000 Penalty: 5986.680664
	Iteration 16Q: 3 clusters Score -2.66279e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -26628100.000000 Penalty: 5986.680664
	Iteration 17Q: 3 clusters Score -2.66281e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -26628436.000000 Penalty: 5986.680664
	Iteration 18Q: 3 clusters Score -2.662844e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -26628646.000000 Penalty: 5986.680664
	Iteration 19Q: 3 clusters Score -2.662865e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -26628822.000000 Penalty: 5986.680664
	Iteration 20F: 3 clusters Score -2.662882e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -26629110.000000 Penalty: 5986.680664
	Iteration 21Q: 3 clusters Score -2.662911e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -26629296.000000 Penalty: 5986.680664
	Iteration 22Q: 3 clusters Score -2.66293e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -26629460.000000 Penalty: 5986.680664
	Iteration 23Q: 3 clusters Score -2.662946e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -26629504.000000 Penalty: 5986.680664
	Iteration 24Q: 3 clusters Score -2.66295e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -26629656.000000 Penalty: 5986.680664
	Iteration 25Q: 3 clusters Score -2.662966e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -26629906.000000 Penalty: 5986.680664
	Iteration 26Q: 3 clusters Score -2.662991e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -26630100.000000 Penalty: 5986.680664
	Iteration 27Q: 3 clusters Score -2.66301e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -26630356.000000 Penalty: 5986.680664
	Iteration 28Q: 3 clusters Score -2.663036e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -26630442.000000 Penalty: 5986.680664
	Iteration 29Q: 3 clusters Score -2.663044e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -26630596.000000 Penalty: 5986.680664
	Iteration 30Q: 3 clusters Score -2.66306e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -26630600.000000 Penalty: 5986.680664
	Iteration 31Q: 3 clusters Score -2.66306e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -26630776.000000 Penalty: 5986.680664
	Iteration 32Q: 3 clusters Score -2.663078e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -26631000.000000 Penalty: 5986.680664
	Iteration 33Q: 3 clusters Score -2.6631e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -26631298.000000 Penalty: 5986.680664
	Iteration 34Q: 3 clusters Score -2.66313e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -26631550.000000 Penalty: 5986.680664
	Iteration 35Q: 3 clusters Score -2.663155e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102229 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -26631792.000000 Penalty: 5986.680664
	Iteration 36Q: 3 clusters Score -2.663179e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -26632070.000000 Penalty: 5986.680664
	Iteration 37Q: 3 clusters Score -2.663207e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -26632350.000000 Penalty: 5986.680664
	Iteration 38Q: 3 clusters Score -2.663235e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -26632720.000000 Penalty: 5986.680664
	Iteration 39Q: 3 clusters Score -2.663272e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -26633204.000000 Penalty: 5986.680664
	Iteration 40F: 3 clusters Score -2.66332e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111295 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -26633620.000000 Penalty: 5986.680664
	Iteration 41Q: 3 clusters Score -2.663362e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -26634108.000000 Penalty: 5986.680664
	Iteration 42Q: 3 clusters Score -2.663411e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116114 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -26634750.000000 Penalty: 5986.680664
	Iteration 43Q: 3 clusters Score -2.663475e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -26635508.000000 Penalty: 5986.680664
	Iteration 44Q: 3 clusters Score -2.663551e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -26636348.000000 Penalty: 5986.680664
	Iteration 45Q: 3 clusters Score -2.663635e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -26637276.000000 Penalty: 5986.680664
	Iteration 46Q: 3 clusters Score -2.663728e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -26638520.000000 Penalty: 5986.680664
	Iteration 47Q: 3 clusters Score -2.663852e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -26639910.000000 Penalty: 5986.680664
	Iteration 48Q: 3 clusters Score -2.663991e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -26641358.000000 Penalty: 5986.680664
	Iteration 49Q: 3 clusters Score -2.664136e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137774 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -26643050.000000 Penalty: 5986.680664
	Iteration 50Q: 3 clusters Score -2.664305e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -26644806.000000 Penalty: 5986.680664
	Iteration 51Q: 3 clusters Score -2.664481e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -26646652.000000 Penalty: 5986.680664
	Iteration 52Q: 3 clusters Score -2.664665e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148109 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -26648368.000000 Penalty: 5986.680664
	Iteration 53Q: 3 clusters Score -2.664837e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151146 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -26649892.000000 Penalty: 5986.680664
	Iteration 54Q: 3 clusters Score -2.664989e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -26650906.000000 Penalty: 5986.680664
	Iteration 55Q: 3 clusters Score -2.665091e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -26651654.000000 Penalty: 5986.680664
	Iteration 56Q: 3 clusters Score -2.665165e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157895 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -26652086.000000 Penalty: 5986.680664
	Iteration 57Q: 3 clusters Score -2.665209e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -26652490.000000 Penalty: 5986.680664
	Iteration 58Q: 3 clusters Score -2.665249e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -26652814.000000 Penalty: 5986.680664
	Iteration 59Q: 3 clusters Score -2.665281e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -26653232.000000 Penalty: 5986.680664
	Iteration 60F: 3 clusters Score -2.665323e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -26653634.000000 Penalty: 5986.680664
	Iteration 61Q: 3 clusters Score -2.665363e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -26653916.000000 Penalty: 5986.680664
	Iteration 62Q: 3 clusters Score -2.665392e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -26654052.000000 Penalty: 5986.680664
	Iteration 63Q: 3 clusters Score -2.665405e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166024 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -26654340.000000 Penalty: 5986.680664
	Iteration 64Q: 3 clusters Score -2.665434e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166607 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -26654420.000000 Penalty: 5986.680664
	Iteration 65Q: 3 clusters Score -2.665442e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -26654554.000000 Penalty: 5986.680664
	Iteration 66Q: 3 clusters Score -2.665455e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -26654600.000000 Penalty: 5986.680664
	Iteration 67Q: 3 clusters Score -2.66546e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -26654578.000000 Penalty: 5986.680664
	Iteration 68Q: 3 clusters Score -2.665458e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167959 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -26654580.000000 Penalty: 5986.680664
	Iteration 69Q: 3 clusters Score -2.665458e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -26654536.000000 Penalty: 5986.680664
	Iteration 70Q: 3 clusters Score -2.665454e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -26654504.000000 Penalty: 5986.680664
	Iteration 71Q: 3 clusters Score -2.66545e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -26654500.000000 Penalty: 5986.680664
	Iteration 72Q: 3 clusters Score -2.66545e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -26654488.000000 Penalty: 5986.680664
	Iteration 73Q: 3 clusters Score -2.665449e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168596 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -26654462.000000 Penalty: 5986.680664
	Iteration 74Q: 3 clusters Score -2.665446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -26654442.000000 Penalty: 5986.680664
	Iteration 75Q: 3 clusters Score -2.665444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -26654448.000000 Penalty: 5986.680664
	Iteration 76Q: 3 clusters Score -2.665445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -26654422.000000 Penalty: 5986.680664
	Iteration 77Q: 3 clusters Score -2.665442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -26654456.000000 Penalty: 5986.680664
	Iteration 78Q: 3 clusters Score -2.665446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -26654452.000000 Penalty: 5986.680664
	Iteration 79Q: 3 clusters Score -2.665445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -26654420.000000 Penalty: 5986.680664
	Iteration 80F: 3 clusters Score -2.665442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168842 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -26654410.000000 Penalty: 5986.680664
	Iteration 81Q: 3 clusters Score -2.665441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -26654436.000000 Penalty: 5986.680664
	Iteration 82Q: 3 clusters Score -2.665444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -26654420.000000 Penalty: 5986.680664
	Iteration 83Q: 3 clusters Score -2.665442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -26654408.000000 Penalty: 5986.680664
	Iteration 84Q: 3 clusters Score -2.665441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168899 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -26654406.000000 Penalty: 5986.680664
	Iteration 85Q: 3 clusters Score -2.665441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -26654398.000000 Penalty: 5986.680664
	Iteration 86Q: 3 clusters Score -2.66544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -26654408.000000 Penalty: 5986.680664
	Iteration 87Q: 3 clusters Score -2.665441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -26654398.000000 Penalty: 5986.680664
	Iteration 88Q: 3 clusters Score -2.66544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -26654386.000000 Penalty: 5986.680664
	Iteration 89Q: 3 clusters Score -2.665439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168958 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -26654390.000000 Penalty: 5986.680664
	Iteration 90Q: 3 clusters Score -2.665439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -26654380.000000 Penalty: 5986.680664
	Iteration 91Q: 3 clusters Score -2.665438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -26654366.000000 Penalty: 5986.680664
	Iteration 92Q: 3 clusters Score -2.665437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -26654386.000000 Penalty: 5986.680664
	Iteration 93Q: 3 clusters Score -2.665439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -26654370.000000 Penalty: 5986.680664
	Iteration 94Q: 3 clusters Score -2.665437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -26654384.000000 Penalty: 5986.680664
	Iteration 95Q: 3 clusters Score -2.665438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -26654370.000000 Penalty: 5986.680664
	Iteration 96Q: 3 clusters Score -2.665437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -26654358.000000 Penalty: 5986.680664
	Iteration 97Q: 3 clusters Score -2.665436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -26654338.000000 Penalty: 5986.680664
	Iteration 98Q: 3 clusters Score -2.665434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -26654348.000000 Penalty: 5986.680664
	Iteration 99Q: 3 clusters Score -2.665435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169053 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -26654360.000000 Penalty: 5986.680664
	Iteration 100F: 3 clusters Score -2.665436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -26654346.000000 Penalty: 5986.680664
	Iteration 101Q: 3 clusters Score -2.665435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -26654358.000000 Penalty: 5986.680664
	Iteration 102Q: 3 clusters Score -2.665436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -26654344.000000 Penalty: 5986.680664
	Iteration 103Q: 3 clusters Score -2.665434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -26654338.000000 Penalty: 5986.680664
	Iteration 104Q: 3 clusters Score -2.665434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -26654348.000000 Penalty: 5986.680664
	Iteration 105Q: 3 clusters Score -2.665435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -26654340.000000 Penalty: 5986.680664
	Iteration 106Q: 3 clusters Score -2.665434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -26654344.000000 Penalty: 5986.680664
	Iteration 107Q: 3 clusters Score -2.665434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -26654344.000000 Penalty: 5986.680664
	Iteration 108F: 3 clusters Score -2.665434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Entering Unmasked Estep 
Score: -70312480.000000 Penalty: 113381.679688
Splitting cluster 11 changes total score from -70311792.000000 to -70312480.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 12 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -293767.531250 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -293767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -291188.562500 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -291188.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -291711.437500 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -291711.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -291887.968750 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -291888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -292020.531250 Penalty: 3778.408691
	Iteration 3F: 3 clusters Score -292020.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -292155.656250 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -292155.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -292309.656250 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -292309.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -292440.843750 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -292440.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -292624.843750 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -292624.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -292778.093750 Penalty: 3778.408691
	Iteration 8F: 3 clusters Score -292778.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -292916.781250 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -292916.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -293059.750000 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -293059.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -293165.656250 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -293165.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -293244.062500 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -293244.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -293285.937500 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -293285.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -293308.312500 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -293308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -293321.718750 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -293321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -293331.812500 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -293331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -293338.656250 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -293338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -293349.312500 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -293349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -293354.593750 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -293354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -293357.843750 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -293357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -293364.687500 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -293364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -293364.906250 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -293364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -293366.312500 Penalty: 3778.408691
	Iteration 23Q: 3 clusters Score -293366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -293366.312500 Penalty: 3778.408691
	Iteration 24F: 3 clusters Score -293366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Entering Unmasked Estep 
Score: -3111935.250000 Penalty: 2455.891113
	Iteration 0F: 2 clusters Score -3111935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3097908.250000 Penalty: 4911.782227
	Iteration 0F: 3 clusters Score -3097908 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3102514.500000 Penalty: 4911.782227
	Iteration 1F: 3 clusters Score -3102514 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3102869.000000 Penalty: 4911.782227
	Iteration 2F: 3 clusters Score -3102869 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3103129.750000 Penalty: 4911.782227
	Iteration 3Q: 3 clusters Score -3103130 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3103356.250000 Penalty: 4911.782227
	Iteration 4Q: 3 clusters Score -3103356 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3103533.500000 Penalty: 4911.782227
	Iteration 5Q: 3 clusters Score -3103534 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3103695.000000 Penalty: 4911.782227
	Iteration 6Q: 3 clusters Score -3103695 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3103842.500000 Penalty: 4911.782227
	Iteration 7Q: 3 clusters Score -3103842 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3103995.500000 Penalty: 4911.782227
	Iteration 8Q: 3 clusters Score -3103996 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3104162.000000 Penalty: 4911.782227
	Iteration 9Q: 3 clusters Score -3104162 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3104388.500000 Penalty: 4911.782227
	Iteration 10Q: 3 clusters Score -3104388 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3104630.750000 Penalty: 4911.782227
	Iteration 11Q: 3 clusters Score -3104631 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3104946.250000 Penalty: 4911.782227
	Iteration 12Q: 3 clusters Score -3104946 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3105371.000000 Penalty: 4911.782227
	Iteration 13Q: 3 clusters Score -3105371 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3105916.000000 Penalty: 4911.782227
	Iteration 14Q: 3 clusters Score -3105916 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3106536.000000 Penalty: 4911.782227
	Iteration 15Q: 3 clusters Score -3106536 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3106997.500000 Penalty: 4911.782227
	Iteration 16Q: 3 clusters Score -3106998 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3107261.750000 Penalty: 4911.782227
	Iteration 17Q: 3 clusters Score -3107262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3107387.750000 Penalty: 4911.782227
	Iteration 18Q: 3 clusters Score -3107388 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3107463.000000 Penalty: 4911.782227
	Iteration 19Q: 3 clusters Score -3107463 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3107544.000000 Penalty: 4911.782227
	Iteration 20F: 3 clusters Score -3107544 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3107596.750000 Penalty: 4911.782227
	Iteration 21Q: 3 clusters Score -3107597 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3107640.000000 Penalty: 4911.782227
	Iteration 22Q: 3 clusters Score -3107640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3107688.750000 Penalty: 4911.782227
	Iteration 23Q: 3 clusters Score -3107689 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3107722.750000 Penalty: 4911.782227
	Iteration 24Q: 3 clusters Score -3107723 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3107766.000000 Penalty: 4911.782227
	Iteration 25Q: 3 clusters Score -3107766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3107788.750000 Penalty: 4911.782227
	Iteration 26Q: 3 clusters Score -3107789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3107810.750000 Penalty: 4911.782227
	Iteration 27Q: 3 clusters Score -3107811 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3107855.250000 Penalty: 4911.782227
	Iteration 28Q: 3 clusters Score -3107855 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3107870.500000 Penalty: 4911.782227
	Iteration 29Q: 3 clusters Score -3107870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3107898.750000 Penalty: 4911.782227
	Iteration 30Q: 3 clusters Score -3107899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3107924.500000 Penalty: 4911.782227
	Iteration 31Q: 3 clusters Score -3107924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3107947.250000 Penalty: 4911.782227
	Iteration 32Q: 3 clusters Score -3107947 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3107962.500000 Penalty: 4911.782227
	Iteration 33Q: 3 clusters Score -3107962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3107983.000000 Penalty: 4911.782227
	Iteration 34Q: 3 clusters Score -3107983 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3108001.500000 Penalty: 4911.782227
	Iteration 35Q: 3 clusters Score -3108002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3108027.500000 Penalty: 4911.782227
	Iteration 36Q: 3 clusters Score -3108028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3108042.000000 Penalty: 4911.782227
	Iteration 37Q: 3 clusters Score -3108042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3108063.500000 Penalty: 4911.782227
	Iteration 38Q: 3 clusters Score -3108064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3108076.750000 Penalty: 4911.782227
	Iteration 39Q: 3 clusters Score -3108077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3108104.000000 Penalty: 4911.782227
	Iteration 40F: 3 clusters Score -3108104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3108108.000000 Penalty: 4911.782227
	Iteration 41Q: 3 clusters Score -3108108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3108106.750000 Penalty: 4911.782227
	Iteration 42Q: 3 clusters Score -3108107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3108117.000000 Penalty: 4911.782227
	Iteration 43Q: 3 clusters Score -3108117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3108131.250000 Penalty: 4911.782227
	Iteration 44Q: 3 clusters Score -3108131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3108150.750000 Penalty: 4911.782227
	Iteration 45Q: 3 clusters Score -3108151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3108152.750000 Penalty: 4911.782227
	Iteration 46Q: 3 clusters Score -3108153 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3108174.250000 Penalty: 4911.782227
	Iteration 47Q: 3 clusters Score -3108174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3108185.250000 Penalty: 4911.782227
	Iteration 48Q: 3 clusters Score -3108185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3108194.000000 Penalty: 4911.782227
	Iteration 49Q: 3 clusters Score -3108194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3108200.000000 Penalty: 4911.782227
	Iteration 50Q: 3 clusters Score -3108200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3108202.500000 Penalty: 4911.782227
	Iteration 51Q: 3 clusters Score -3108202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3108211.750000 Penalty: 4911.782227
	Iteration 52Q: 3 clusters Score -3108212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3108220.500000 Penalty: 4911.782227
	Iteration 53Q: 3 clusters Score -3108220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3108228.750000 Penalty: 4911.782227
	Iteration 54Q: 3 clusters Score -3108229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3108236.250000 Penalty: 4911.782227
	Iteration 55Q: 3 clusters Score -3108236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3108234.500000 Penalty: 4911.782227
	Iteration 56Q: 3 clusters Score -3108234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3108235.000000 Penalty: 4911.782227
	Iteration 57Q: 3 clusters Score -3108235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3108245.000000 Penalty: 4911.782227
	Iteration 58Q: 3 clusters Score -3108245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3108241.500000 Penalty: 4911.782227
	Iteration 59Q: 3 clusters Score -3108242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3108252.250000 Penalty: 4911.782227
	Iteration 60F: 3 clusters Score -3108252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3108254.750000 Penalty: 4911.782227
	Iteration 61Q: 3 clusters Score -3108255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3108260.250000 Penalty: 4911.782227
	Iteration 62Q: 3 clusters Score -3108260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3108267.250000 Penalty: 4911.782227
	Iteration 63Q: 3 clusters Score -3108267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3108280.750000 Penalty: 4911.782227
	Iteration 64Q: 3 clusters Score -3108281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3108289.500000 Penalty: 4911.782227
	Iteration 65Q: 3 clusters Score -3108290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3108290.000000 Penalty: 4911.782227
	Iteration 66Q: 3 clusters Score -3108290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3108297.250000 Penalty: 4911.782227
	Iteration 67Q: 3 clusters Score -3108297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3108311.750000 Penalty: 4911.782227
	Iteration 68Q: 3 clusters Score -3108312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3108326.500000 Penalty: 4911.782227
	Iteration 69Q: 3 clusters Score -3108326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3108337.500000 Penalty: 4911.782227
	Iteration 70Q: 3 clusters Score -3108338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3108357.500000 Penalty: 4911.782227
	Iteration 71Q: 3 clusters Score -3108358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3108372.250000 Penalty: 4911.782227
	Iteration 72Q: 3 clusters Score -3108372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3108374.250000 Penalty: 4911.782227
	Iteration 73Q: 3 clusters Score -3108374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3108393.000000 Penalty: 4911.782227
	Iteration 74Q: 3 clusters Score -3108393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3108406.250000 Penalty: 4911.782227
	Iteration 75Q: 3 clusters Score -3108406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3108425.500000 Penalty: 4911.782227
	Iteration 76Q: 3 clusters Score -3108426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3108442.500000 Penalty: 4911.782227
	Iteration 77Q: 3 clusters Score -3108442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3108469.750000 Penalty: 4911.782227
	Iteration 78Q: 3 clusters Score -3108470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3108506.000000 Penalty: 4911.782227
	Iteration 79Q: 3 clusters Score -3108506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3108527.500000 Penalty: 4911.782227
	Iteration 80F: 3 clusters Score -3108528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3108562.000000 Penalty: 4911.782227
	Iteration 81Q: 3 clusters Score -3108562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3108581.750000 Penalty: 4911.782227
	Iteration 82Q: 3 clusters Score -3108582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3108611.250000 Penalty: 4911.782227
	Iteration 83Q: 3 clusters Score -3108611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3108632.250000 Penalty: 4911.782227
	Iteration 84Q: 3 clusters Score -3108632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3108661.750000 Penalty: 4911.782227
	Iteration 85Q: 3 clusters Score -3108662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3108703.000000 Penalty: 4911.782227
	Iteration 86Q: 3 clusters Score -3108703 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3108742.000000 Penalty: 4911.782227
	Iteration 87Q: 3 clusters Score -3108742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3108791.750000 Penalty: 4911.782227
	Iteration 88Q: 3 clusters Score -3108792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3108821.750000 Penalty: 4911.782227
	Iteration 89Q: 3 clusters Score -3108822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3108851.250000 Penalty: 4911.782227
	Iteration 90Q: 3 clusters Score -3108851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3108884.750000 Penalty: 4911.782227
	Iteration 91Q: 3 clusters Score -3108885 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3108942.000000 Penalty: 4911.782227
	Iteration 92Q: 3 clusters Score -3108942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3108993.250000 Penalty: 4911.782227
	Iteration 93Q: 3 clusters Score -3108993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3109046.500000 Penalty: 4911.782227
	Iteration 94Q: 3 clusters Score -3109046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3109091.000000 Penalty: 4911.782227
	Iteration 95Q: 3 clusters Score -3109091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3109131.750000 Penalty: 4911.782227
	Iteration 96Q: 3 clusters Score -3109132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3109183.250000 Penalty: 4911.782227
	Iteration 97Q: 3 clusters Score -3109183 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3109245.250000 Penalty: 4911.782227
	Iteration 98Q: 3 clusters Score -3109245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3109309.000000 Penalty: 4911.782227
	Iteration 99Q: 3 clusters Score -3109309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3109372.000000 Penalty: 4911.782227
	Iteration 100F: 3 clusters Score -3109372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3109444.500000 Penalty: 4911.782227
	Iteration 101Q: 3 clusters Score -3109444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3109502.000000 Penalty: 4911.782227
	Iteration 102Q: 3 clusters Score -3109502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3109537.750000 Penalty: 4911.782227
	Iteration 103Q: 3 clusters Score -3109538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3109594.000000 Penalty: 4911.782227
	Iteration 104Q: 3 clusters Score -3109594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3109627.750000 Penalty: 4911.782227
	Iteration 105Q: 3 clusters Score -3109628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3109648.000000 Penalty: 4911.782227
	Iteration 106Q: 3 clusters Score -3109648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3109672.750000 Penalty: 4911.782227
	Iteration 107Q: 3 clusters Score -3109673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3109689.000000 Penalty: 4911.782227
	Iteration 108Q: 3 clusters Score -3109689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3109700.750000 Penalty: 4911.782227
	Iteration 109Q: 3 clusters Score -3109701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3109714.250000 Penalty: 4911.782227
	Iteration 110Q: 3 clusters Score -3109714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3109730.500000 Penalty: 4911.782227
	Iteration 111Q: 3 clusters Score -3109730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3109746.000000 Penalty: 4911.782227
	Iteration 112Q: 3 clusters Score -3109746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3109770.000000 Penalty: 4911.782227
	Iteration 113Q: 3 clusters Score -3109770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3109775.750000 Penalty: 4911.782227
	Iteration 114Q: 3 clusters Score -3109776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3109782.000000 Penalty: 4911.782227
	Iteration 115Q: 3 clusters Score -3109782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3109788.000000 Penalty: 4911.782227
	Iteration 116Q: 3 clusters Score -3109788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3109795.000000 Penalty: 4911.782227
	Iteration 117Q: 3 clusters Score -3109795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3109795.250000 Penalty: 4911.782227
	Iteration 118Q: 3 clusters Score -3109795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3109796.750000 Penalty: 4911.782227
	Iteration 119Q: 3 clusters Score -3109797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3109796.750000 Penalty: 4911.782227
	Iteration 120F: 3 clusters Score -3109797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -68092.890625 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -68092.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66672.585938 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -66672.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66898.648438 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -66898.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67015.015625 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -67015.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67109.804688 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -67109.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67178.328125 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -67178.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67210.023438 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -67210.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67235.257812 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -67235.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67259.835938 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -67259.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67278.210938 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -67278.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67312.687500 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -67312.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67328.078125 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -67328.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67357.164062 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -67357.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67357.164062 Penalty: 3105.699951
	Iteration 12F: 3 clusters Score -67357.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -666064.000000 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -666064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -661897.250000 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -661897.2 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -662962.875000 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -662962.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -663357.750000 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -663357.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -663708.875000 Penalty: 4170.944824
	Iteration 3F: 3 clusters Score -663708.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -664084.562500 Penalty: 4170.944824
	Iteration 4F: 3 clusters Score -664084.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -664469.062500 Penalty: 4170.944824
	Iteration 5F: 3 clusters Score -664469.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -664764.187500 Penalty: 4170.944824
	Iteration 6F: 3 clusters Score -664764.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -665066.000000 Penalty: 4170.944824
	Iteration 7F: 3 clusters Score -665066 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -665396.687500 Penalty: 4170.944824
	Iteration 8Q: 3 clusters Score -665396.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -665802.000000 Penalty: 4170.944824
	Iteration 9F: 3 clusters Score -665802 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -666263.687500 Penalty: 4170.944824
	Iteration 10F: 3 clusters Score -666263.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -666758.187500 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -666758.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -667148.437500 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -667148.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -667436.187500 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -667436.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -667520.875000 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -667520.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -667532.500000 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -667532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -667535.312500 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -667535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -667535.375000 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -667535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -667535.437500 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -667535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -667535.125000 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -667535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -667535.125000 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -667535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 2250 members 
Entering Unmasked Estep 
Score: -70312960.000000 Penalty: 116621.156250
Splitting cluster 15 changes total score from -70311792.000000 to -70312960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -250850.656250 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -250850.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -248506.921875 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -248506.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -249283.921875 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -249283.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -249619.015625 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -249619 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -249837.484375 Penalty: 3711.131104
	Iteration 3F: 3 clusters Score -249837.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -249995.640625 Penalty: 3711.131104
	Iteration 4F: 3 clusters Score -249995.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -250146.062500 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -250146.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -250257.500000 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -250257.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -250302.625000 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -250302.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -250320.890625 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -250320.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -250342.687500 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -250342.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -250358.531250 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -250358.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -250374.843750 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -250374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -250382.109375 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -250382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250386.625000 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -250386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -250393.406250 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -250393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250397.468750 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -250397.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -250407.859375 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -250407.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250426.218750 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -250426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250456.578125 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -250456.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -250482.140625 Penalty: 3711.131104
	Iteration 19Q: 3 clusters Score -250482.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250492.390625 Penalty: 3711.131104
	Iteration 20F: 3 clusters Score -250492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -250497.406250 Penalty: 3711.131104
	Iteration 21Q: 3 clusters Score -250497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -250505.359375 Penalty: 3711.131104
	Iteration 22Q: 3 clusters Score -250505.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -250511.562500 Penalty: 3711.131104
	Iteration 23Q: 3 clusters Score -250511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -250517.937500 Penalty: 3711.131104
	Iteration 24Q: 3 clusters Score -250517.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250535.312500 Penalty: 3711.131104
	Iteration 25Q: 3 clusters Score -250535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -250546.578125 Penalty: 3711.131104
	Iteration 26Q: 3 clusters Score -250546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250563.593750 Penalty: 3711.131104
	Iteration 27Q: 3 clusters Score -250563.6 nChanged 13
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: -250575.640625 Penalty: 3711.131104
	Iteration 28Q: 3 clusters Score -250575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250589.296875 Penalty: 3711.131104
	Iteration 29Q: 3 clusters Score -250589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -250609.015625 Penalty: 3711.131104
	Iteration 30Q: 3 clusters Score -250609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -250641.234375 Penalty: 3711.131104
	Iteration 31Q: 3 clusters Score -250641.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250677.187500 Penalty: 3711.131104
	Iteration 32Q: 3 clusters Score -250677.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250720.671875 Penalty: 3711.131104
	Iteration 33Q: 3 clusters Score -250720.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250779.281250 Penalty: 3711.131104
	Iteration 34Q: 3 clusters Score -250779.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250818.703125 Penalty: 3711.131104
	Iteration 35Q: 3 clusters Score -250818.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250839.328125 Penalty: 3711.131104
	Iteration 36Q: 3 clusters Score -250839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250845.421875 Penalty: 3711.131104
	Iteration 37Q: 3 clusters Score -250845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250848.984375 Penalty: 3711.131104
	Iteration 38Q: 3 clusters Score -250849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250849.140625 Penalty: 3711.131104
	Iteration 39Q: 3 clusters Score -250849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250856.109375 Penalty: 3711.131104
	Iteration 40F: 3 clusters Score -250856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250871.875000 Penalty: 3711.131104
	Iteration 41Q: 3 clusters Score -250871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250881.140625 Penalty: 3711.131104
	Iteration 42Q: 3 clusters Score -250881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250892.109375 Penalty: 3711.131104
	Iteration 43Q: 3 clusters Score -250892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -250910.718750 Penalty: 3711.131104
	Iteration 44Q: 3 clusters Score -250910.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -250919.437500 Penalty: 3711.131104
	Iteration 45Q: 3 clusters Score -250919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250926.734375 Penalty: 3711.131104
	Iteration 46Q: 3 clusters Score -250926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250932.812500 Penalty: 3711.131104
	Iteration 47Q: 3 clusters Score -250932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250941.812500 Penalty: 3711.131104
	Iteration 48Q: 3 clusters Score -250941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -250946.171875 Penalty: 3711.131104
	Iteration 49Q: 3 clusters Score -250946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250947.437500 Penalty: 3711.131104
	Iteration 50Q: 3 clusters Score -250947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250947.437500 Penalty: 3711.131104
	Iteration 51F: 3 clusters Score -250947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 974 members 
Entering Unmasked Estep 
Score: -70311680.000000 Penalty: 119860.632812
Splitting cluster 16 changes total score from -70311792.000000 to -70311680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -309903.281250 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -309903.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -307219.062500 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -307219.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -307706.281250 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -307706.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307854.000000 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -307854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -307927.500000 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -307927.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -307991.562500 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -307991.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -308040.093750 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -308040.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -308080.562500 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -308080.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -308117.000000 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -308117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -308139.968750 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -308140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -308158.718750 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -308158.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -308173.625000 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -308173.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -308182.531250 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -308182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -308189.562500 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -308189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -308197.000000 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -308197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -308201.843750 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -308201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -308208.843750 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -308208.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -308213.312500 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -308213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -308221.250000 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -308221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -308227.843750 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -308227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -308231.437500 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -308231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -308233.781250 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -308233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -308236.500000 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -308236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308238.531250 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -308238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308241.625000 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -308241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308245.281250 Penalty: 3795.427002
	Iteration 24Q: 3 clusters Score -308245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -308245.906250 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -308245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -308246.968750 Penalty: 3795.427002
	Iteration 26Q: 3 clusters Score -308247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -308249.500000 Penalty: 3795.427002
	Iteration 27Q: 3 clusters Score -308249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308253.437500 Penalty: 3795.427002
	Iteration 28Q: 3 clusters Score -308253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -308256.875000 Penalty: 3795.427002
	Iteration 29Q: 3 clusters Score -308256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -308261.093750 Penalty: 3795.427002
	Iteration 30Q: 3 clusters Score -308261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -308267.156250 Penalty: 3795.427002
	Iteration 31Q: 3 clusters Score -308267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -308270.281250 Penalty: 3795.427002
	Iteration 32Q: 3 clusters Score -308270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -308270.656250 Penalty: 3795.427002
	Iteration 33Q: 3 clusters Score -308270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -308272.218750 Penalty: 3795.427002
	Iteration 34Q: 3 clusters Score -308272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -308273.156250 Penalty: 3795.427002
	Iteration 35Q: 3 clusters Score -308273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -308273.156250 Penalty: 3795.427002
	Iteration 36F: 3 clusters Score -308273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Entering Unmasked Estep 
Score: -1330238.500000 Penalty: 2246.702637
	Iteration 0F: 2 clusters Score -1330238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1323419.125000 Penalty: 4493.405273
	Iteration 0F: 3 clusters Score -1323419 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1325284.500000 Penalty: 4493.405273
	Iteration 1F: 3 clusters Score -1325284 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1325583.875000 Penalty: 4493.405273
	Iteration 2F: 3 clusters Score -1325584 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1325792.500000 Penalty: 4493.405273
	Iteration 3F: 3 clusters Score -1325792 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1325958.500000 Penalty: 4493.405273
	Iteration 4Q: 3 clusters Score -1325958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1326126.125000 Penalty: 4493.405273
	Iteration 5Q: 3 clusters Score -1326126 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1326329.750000 Penalty: 4493.405273
	Iteration 6Q: 3 clusters Score -1326330 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1326561.125000 Penalty: 4493.405273
	Iteration 7Q: 3 clusters Score -1326561 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1326791.500000 Penalty: 4493.405273
	Iteration 8Q: 3 clusters Score -1326792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1327032.375000 Penalty: 4493.405273
	Iteration 9Q: 3 clusters Score -1327032 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1327274.500000 Penalty: 4493.405273
	Iteration 10Q: 3 clusters Score -1327274 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1327506.500000 Penalty: 4493.405273
	Iteration 11Q: 3 clusters Score -1327506 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1327703.875000 Penalty: 4493.405273
	Iteration 12Q: 3 clusters Score -1327704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1327830.125000 Penalty: 4493.405273
	Iteration 13Q: 3 clusters Score -1327830 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1327940.500000 Penalty: 4493.405273
	Iteration 14Q: 3 clusters Score -1327940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1328042.250000 Penalty: 4493.405273
	Iteration 15Q: 3 clusters Score -1328042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1328115.125000 Penalty: 4493.405273
	Iteration 16Q: 3 clusters Score -1328115 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1328168.500000 Penalty: 4493.405273
	Iteration 17Q: 3 clusters Score -1328168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1328203.750000 Penalty: 4493.405273
	Iteration 18Q: 3 clusters Score -1328204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1328226.125000 Penalty: 4493.405273
	Iteration 19Q: 3 clusters Score -1328226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1328247.625000 Penalty: 4493.405273
	Iteration 20F: 3 clusters Score -1328248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1328260.000000 Penalty: 4493.405273
	Iteration 21Q: 3 clusters Score -1328260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1328268.000000 Penalty: 4493.405273
	Iteration 22Q: 3 clusters Score -1328268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1328281.875000 Penalty: 4493.405273
	Iteration 23Q: 3 clusters Score -1328282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1328287.875000 Penalty: 4493.405273
	Iteration 24Q: 3 clusters Score -1328288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1328290.500000 Penalty: 4493.405273
	Iteration 25Q: 3 clusters Score -1328290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1328299.000000 Penalty: 4493.405273
	Iteration 26Q: 3 clusters Score -1328299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1328299.500000 Penalty: 4493.405273
	Iteration 27Q: 3 clusters Score -1328300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1328304.875000 Penalty: 4493.405273
	Iteration 28Q: 3 clusters Score -1328305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1328311.750000 Penalty: 4493.405273
	Iteration 29Q: 3 clusters Score -1328312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1328314.500000 Penalty: 4493.405273
	Iteration 30Q: 3 clusters Score -1328314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1328315.625000 Penalty: 4493.405273
	Iteration 31Q: 3 clusters Score -1328316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1328318.250000 Penalty: 4493.405273
	Iteration 32Q: 3 clusters Score -1328318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1328323.625000 Penalty: 4493.405273
	Iteration 33Q: 3 clusters Score -1328324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1328324.000000 Penalty: 4493.405273
	Iteration 34Q: 3 clusters Score -1328324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1328330.125000 Penalty: 4493.405273
	Iteration 35Q: 3 clusters Score -1328330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1328332.375000 Penalty: 4493.405273
	Iteration 36Q: 3 clusters Score -1328332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1328337.750000 Penalty: 4493.405273
	Iteration 37Q: 3 clusters Score -1328338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1328347.125000 Penalty: 4493.405273
	Iteration 38Q: 3 clusters Score -1328347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1328350.375000 Penalty: 4493.405273
	Iteration 39Q: 3 clusters Score -1328350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1328355.875000 Penalty: 4493.405273
	Iteration 40F: 3 clusters Score -1328356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1328359.750000 Penalty: 4493.405273
	Iteration 41Q: 3 clusters Score -1328360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1328364.875000 Penalty: 4493.405273
	Iteration 42Q: 3 clusters Score -1328365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1328373.250000 Penalty: 4493.405273
	Iteration 43Q: 3 clusters Score -1328373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1328377.375000 Penalty: 4493.405273
	Iteration 44Q: 3 clusters Score -1328377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1328381.250000 Penalty: 4493.405273
	Iteration 45Q: 3 clusters Score -1328381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1328388.750000 Penalty: 4493.405273
	Iteration 46Q: 3 clusters Score -1328389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1328397.250000 Penalty: 4493.405273
	Iteration 47Q: 3 clusters Score -1328397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1328403.375000 Penalty: 4493.405273
	Iteration 48Q: 3 clusters Score -1328403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1328406.875000 Penalty: 4493.405273
	Iteration 49Q: 3 clusters Score -1328407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1328411.250000 Penalty: 4493.405273
	Iteration 50Q: 3 clusters Score -1328411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1328412.500000 Penalty: 4493.405273
	Iteration 51Q: 3 clusters Score -1328412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1328412.750000 Penalty: 4493.405273
	Iteration 52Q: 3 clusters Score -1328413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1328412.375000 Penalty: 4493.405273
	Iteration 53Q: 3 clusters Score -1328412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1328414.125000 Penalty: 4493.405273
	Iteration 54Q: 3 clusters Score -1328414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1328415.500000 Penalty: 4493.405273
	Iteration 55Q: 3 clusters Score -1328416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1328416.125000 Penalty: 4493.405273
	Iteration 56Q: 3 clusters Score -1328416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1328419.250000 Penalty: 4493.405273
	Iteration 57Q: 3 clusters Score -1328419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1328416.375000 Penalty: 4493.405273
	Iteration 58Q: 3 clusters Score -1328416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1328420.125000 Penalty: 4493.405273
	Iteration 59Q: 3 clusters Score -1328420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1328418.875000 Penalty: 4493.405273
	Iteration 60F: 3 clusters Score -1328419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1328419.500000 Penalty: 4493.405273
	Iteration 61Q: 3 clusters Score -1328420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1328419.500000 Penalty: 4493.405273
	Iteration 62F: 3 clusters Score -1328420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -48745.835938 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -48745.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47496.300781 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -47496.3 nChanged 79
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: -47720.492188 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -47720.49 nChanged 18
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: -47821.222656 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -47821.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47893.843750 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -47893.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47925.816406 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -47925.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47963.953125 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -47963.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47981.941406 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -47981.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47994.281250 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -47994.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47996.980469 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -47996.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48005.804688 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -48005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48020.000000 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -48020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48023.738281 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -48023.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48024.769531 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -48024.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48024.769531 Penalty: 2973.004883
	Iteration 13F: 3 clusters Score -48024.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -83003.484375 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -83003.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81512.085938 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -81512.09 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81891.328125 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -81891.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82116.351562 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -82116.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82276.125000 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -82276.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82424.242188 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -82424.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82556.625000 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -82556.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82652.843750 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -82652.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82819.296875 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -82819.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82874.242188 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -82874.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82915.445312 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -82915.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82932.265625 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -82932.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82946.507812 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -82946.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82948.726562 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -82948.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82952.648438 Penalty: 3199.433350
	Iteration 13F: 3 clusters Score -82952.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82979.140625 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -82979.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82979.140625 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -82979.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -55877.519531 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -55877.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54679.472656 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -54679.47 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55008.332031 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -55008.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55311.289062 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -55311.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55665.398438 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -55665.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56015.480469 Penalty: 3049.640381
	Iteration 4F: 3 clusters Score -56015.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56285.535156 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -56285.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56659.933594 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -56659.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56729.519531 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -56729.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56729.519531 Penalty: 3049.640381
	Iteration 8F: 3 clusters Score -56729.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 183 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 285 members 
Entering Unmasked Estep 
Score: -70312080.000000 Penalty: 119860.632812
Splitting cluster 21 changes total score from -70311792.000000 to -70312080.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -33762.523438 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -33762.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32857.433594 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -32857.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33367.019531 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -33367.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33523.417969 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -33523.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33728.875000 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -33728.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33756.574219 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -33756.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33787.679688 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -33787.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33787.679688 Penalty: 2843.737305
	Iteration 6F: 3 clusters Score -33787.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 183 members 
Mstep: Class 22 contains 76 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 233 members 
Entering Unmasked Estep 
Score: -70310304.000000 Penalty: 123100.109375
Splitting cluster 22 changes total score from -70311792.000000 to -70310304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -1768346.250000 Penalty: 2324.327637
	Iteration 0F: 2 clusters Score -1768346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1759524.750000 Penalty: 4648.655273
	Iteration 0F: 3 clusters Score -1759525 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1762110.250000 Penalty: 4648.655273
	Iteration 1F: 3 clusters Score -1762110 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1762470.375000 Penalty: 4648.655273
	Iteration 2F: 3 clusters Score -1762470 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1762805.500000 Penalty: 4648.655273
	Iteration 3F: 3 clusters Score -1762806 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1763146.125000 Penalty: 4648.655273
	Iteration 4F: 3 clusters Score -1763146 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1763496.625000 Penalty: 4648.655273
	Iteration 5F: 3 clusters Score -1763497 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1763881.375000 Penalty: 4648.655273
	Iteration 6F: 3 clusters Score -1763881 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1764305.375000 Penalty: 4648.655273
	Iteration 7F: 3 clusters Score -1764305 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1764748.500000 Penalty: 4648.655273
	Iteration 8F: 3 clusters Score -1764748 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1765167.875000 Penalty: 4648.655273
	Iteration 9Q: 3 clusters Score -1765168 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1765580.500000 Penalty: 4648.655273
	Iteration 10Q: 3 clusters Score -1765580 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1765932.125000 Penalty: 4648.655273
	Iteration 11Q: 3 clusters Score -1765932 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1766214.375000 Penalty: 4648.655273
	Iteration 12Q: 3 clusters Score -1766214 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1766449.500000 Penalty: 4648.655273
	Iteration 13Q: 3 clusters Score -1766450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1766588.500000 Penalty: 4648.655273
	Iteration 14Q: 3 clusters Score -1766588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1766680.750000 Penalty: 4648.655273
	Iteration 15Q: 3 clusters Score -1766681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1766735.625000 Penalty: 4648.655273
	Iteration 16Q: 3 clusters Score -1766736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1766775.500000 Penalty: 4648.655273
	Iteration 17Q: 3 clusters Score -1766776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1766798.750000 Penalty: 4648.655273
	Iteration 18Q: 3 clusters Score -1766799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1766815.750000 Penalty: 4648.655273
	Iteration 19Q: 3 clusters Score -1766816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1766826.375000 Penalty: 4648.655273
	Iteration 20F: 3 clusters Score -1766826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1766834.750000 Penalty: 4648.655273
	Iteration 21Q: 3 clusters Score -1766835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1766840.500000 Penalty: 4648.655273
	Iteration 22Q: 3 clusters Score -1766840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1766845.250000 Penalty: 4648.655273
	Iteration 23Q: 3 clusters Score -1766845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1766851.375000 Penalty: 4648.655273
	Iteration 24Q: 3 clusters Score -1766851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1766853.625000 Penalty: 4648.655273
	Iteration 25Q: 3 clusters Score -1766854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1766862.625000 Penalty: 4648.655273
	Iteration 26Q: 3 clusters Score -1766863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1766867.625000 Penalty: 4648.655273
	Iteration 27Q: 3 clusters Score -1766868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1766865.875000 Penalty: 4648.655273
	Iteration 28Q: 3 clusters Score -1766866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1766867.375000 Penalty: 4648.655273
	Iteration 29Q: 3 clusters Score -1766867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1766865.625000 Penalty: 4648.655273
	Iteration 30Q: 3 clusters Score -1766866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1766866.125000 Penalty: 4648.655273
	Iteration 31Q: 3 clusters Score -1766866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1766866.125000 Penalty: 4648.655273
	Iteration 32F: 3 clusters Score -1766866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -92540.875000 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -92540.88 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 400 members 
Entering Unmasked Estep 
Score: -91142.742188 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -91142.74 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92790.875000 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -92790.88 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -93477.601562 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -93477.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -93734.023438 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -93734.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -94001.742188 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -94001.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -94242.609375 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -94242.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -94339.164062 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -94339.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -94361.859375 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -94361.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -94382.492188 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -94382.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -94422.070312 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -94422.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -94437.640625 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -94437.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -94450.328125 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -94450.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -94461.484375 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -94461.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -94467.742188 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -94467.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -94499.796875 Penalty: 3311.833496
	Iteration 14F: 3 clusters Score -94499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -94716.601562 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -94716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -94863.656250 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -94863.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94934.828125 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -94934.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94974.085938 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -94974.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -94995.679688 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -94995.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -95013.492188 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -95013.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -95027.656250 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -95027.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -95031.210938 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -95031.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95041.468750 Penalty: 3311.833496
	Iteration 23Q: 3 clusters Score -95041.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -95056.984375 Penalty: 3311.833496
	Iteration 24Q: 3 clusters Score -95056.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -95078.171875 Penalty: 3311.833496
	Iteration 25Q: 3 clusters Score -95078.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95082.023438 Penalty: 3311.833496
	Iteration 26Q: 3 clusters Score -95082.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95082.023438 Penalty: 3311.833496
	Iteration 27F: 3 clusters Score -95082.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 183 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 199 members 
Entering Unmasked Estep 
Score: -70313056.000000 Penalty: 123100.109375
Splitting cluster 24 changes total score from -70311792.000000 to -70313056.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (37962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Entering Unmasked Estep 
Score: -5774262.000000 Penalty: 2614.996582
	Iteration 0F: 2 clusters Score -5774262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5748583.500000 Penalty: 5229.993164
	Iteration 0F: 3 clusters Score -5748584 nChanged 17322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -5758458.500000 Penalty: 5229.993164
	Iteration 1F: 3 clusters Score -5758458 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -5759155.000000 Penalty: 5229.993164
	Iteration 2Q: 3 clusters Score -5759155 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5759833.500000 Penalty: 5229.993164
	Iteration 3Q: 3 clusters Score -5759834 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5760614.000000 Penalty: 5229.993164
	Iteration 4Q: 3 clusters Score -5760614 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5761561.500000 Penalty: 5229.993164
	Iteration 5Q: 3 clusters Score -5761562 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5762563.000000 Penalty: 5229.993164
	Iteration 6F: 3 clusters Score -5762563 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -5763530.500000 Penalty: 5229.993164
	Iteration 7Q: 3 clusters Score -5763530 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5764474.500000 Penalty: 5229.993164
	Iteration 8Q: 3 clusters Score -5764474 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5765408.500000 Penalty: 5229.993164
	Iteration 9Q: 3 clusters Score -5765408 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5766254.500000 Penalty: 5229.993164
	Iteration 10Q: 3 clusters Score -5766254 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5766956.500000 Penalty: 5229.993164
	Iteration 11Q: 3 clusters Score -5766956 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5767444.500000 Penalty: 5229.993164
	Iteration 12Q: 3 clusters Score -5767444 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5767768.500000 Penalty: 5229.993164
	Iteration 13Q: 3 clusters Score -5767768 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5767984.500000 Penalty: 5229.993164
	Iteration 14Q: 3 clusters Score -5767984 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -5768265.500000 Penalty: 5229.993164
	Iteration 15Q: 3 clusters Score -5768266 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5768479.000000 Penalty: 5229.993164
	Iteration 16Q: 3 clusters Score -5768479 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5768748.500000 Penalty: 5229.993164
	Iteration 17Q: 3 clusters Score -5768748 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5768945.000000 Penalty: 5229.993164
	Iteration 18Q: 3 clusters Score -5768945 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5769158.000000 Penalty: 5229.993164
	Iteration 19Q: 3 clusters Score -5769158 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5769335.000000 Penalty: 5229.993164
	Iteration 20F: 3 clusters Score -5769335 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5769449.500000 Penalty: 5229.993164
	Iteration 21Q: 3 clusters Score -5769450 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5769527.500000 Penalty: 5229.993164
	Iteration 22Q: 3 clusters Score -5769528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5769613.500000 Penalty: 5229.993164
	Iteration 23Q: 3 clusters Score -5769614 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5769681.500000 Penalty: 5229.993164
	Iteration 24Q: 3 clusters Score -5769682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5769714.500000 Penalty: 5229.993164
	Iteration 25Q: 3 clusters Score -5769714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5769755.000000 Penalty: 5229.993164
	Iteration 26Q: 3 clusters Score -5769755 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5769800.000000 Penalty: 5229.993164
	Iteration 27Q: 3 clusters Score -5769800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5769825.500000 Penalty: 5229.993164
	Iteration 28Q: 3 clusters Score -5769826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5769842.500000 Penalty: 5229.993164
	Iteration 29Q: 3 clusters Score -5769842 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5769887.000000 Penalty: 5229.993164
	Iteration 30Q: 3 clusters Score -5769887 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -5769910.000000 Penalty: 5229.993164
	Iteration 31Q: 3 clusters Score -5769910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5769943.000000 Penalty: 5229.993164
	Iteration 32Q: 3 clusters Score -5769943 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -5769955.500000 Penalty: 5229.993164
	Iteration 33Q: 3 clusters Score -5769956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5769984.000000 Penalty: 5229.993164
	Iteration 34Q: 3 clusters Score -5769984 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5769994.000000 Penalty: 5229.993164
	Iteration 35Q: 3 clusters Score -5769994 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -5770013.500000 Penalty: 5229.993164
	Iteration 36Q: 3 clusters Score -5770014 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5770036.500000 Penalty: 5229.993164
	Iteration 37Q: 3 clusters Score -5770036 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5770059.000000 Penalty: 5229.993164
	Iteration 38Q: 3 clusters Score -5770059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5770070.000000 Penalty: 5229.993164
	Iteration 39Q: 3 clusters Score -5770070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5770077.500000 Penalty: 5229.993164
	Iteration 40F: 3 clusters Score -5770078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -5770108.000000 Penalty: 5229.993164
	Iteration 41Q: 3 clusters Score -5770108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5770115.500000 Penalty: 5229.993164
	Iteration 42Q: 3 clusters Score -5770116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -5770128.000000 Penalty: 5229.993164
	Iteration 43Q: 3 clusters Score -5770128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5770168.500000 Penalty: 5229.993164
	Iteration 44Q: 3 clusters Score -5770168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5770182.000000 Penalty: 5229.993164
	Iteration 45Q: 3 clusters Score -5770182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5770188.500000 Penalty: 5229.993164
	Iteration 46Q: 3 clusters Score -5770188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5770186.000000 Penalty: 5229.993164
	Iteration 47Q: 3 clusters Score -5770186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5770198.500000 Penalty: 5229.993164
	Iteration 48Q: 3 clusters Score -5770198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5770203.000000 Penalty: 5229.993164
	Iteration 49Q: 3 clusters Score -5770203 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5770222.000000 Penalty: 5229.993164
	Iteration 50Q: 3 clusters Score -5770222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5770232.500000 Penalty: 5229.993164
	Iteration 51Q: 3 clusters Score -5770232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5770238.000000 Penalty: 5229.993164
	Iteration 52Q: 3 clusters Score -5770238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -5770251.000000 Penalty: 5229.993164
	Iteration 53Q: 3 clusters Score -5770251 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -5770253.000000 Penalty: 5229.993164
	Iteration 54Q: 3 clusters Score -5770253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -5770263.500000 Penalty: 5229.993164
	Iteration 55Q: 3 clusters Score -5770264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5770267.500000 Penalty: 5229.993164
	Iteration 56Q: 3 clusters Score -5770268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5770287.000000 Penalty: 5229.993164
	Iteration 57Q: 3 clusters Score -5770287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5770292.000000 Penalty: 5229.993164
	Iteration 58Q: 3 clusters Score -5770292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5770293.000000 Penalty: 5229.993164
	Iteration 59Q: 3 clusters Score -5770293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5770303.500000 Penalty: 5229.993164
	Iteration 60F: 3 clusters Score -5770304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5770300.500000 Penalty: 5229.993164
	Iteration 61Q: 3 clusters Score -5770300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5770297.500000 Penalty: 5229.993164
	Iteration 62Q: 3 clusters Score -5770298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5770298.000000 Penalty: 5229.993164
	Iteration 63Q: 3 clusters Score -5770298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5770298.000000 Penalty: 5229.993164
	Iteration 64Q: 3 clusters Score -5770298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5770299.000000 Penalty: 5229.993164
	Iteration 65Q: 3 clusters Score -5770299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -5770299.000000 Penalty: 5229.993164
	Iteration 66Q: 3 clusters Score -5770299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -5770294.500000 Penalty: 5229.993164
	Iteration 67Q: 3 clusters Score -5770294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5770323.000000 Penalty: 5229.993164
	Iteration 68Q: 3 clusters Score -5770323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5770316.500000 Penalty: 5229.993164
	Iteration 69Q: 3 clusters Score -5770316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5770324.500000 Penalty: 5229.993164
	Iteration 70Q: 3 clusters Score -5770324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5770321.500000 Penalty: 5229.993164
	Iteration 71Q: 3 clusters Score -5770322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5770346.000000 Penalty: 5229.993164
	Iteration 72Q: 3 clusters Score -5770346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -5770345.500000 Penalty: 5229.993164
	Iteration 73Q: 3 clusters Score -5770346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -5770353.500000 Penalty: 5229.993164
	Iteration 74Q: 3 clusters Score -5770354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5770368.000000 Penalty: 5229.993164
	Iteration 75Q: 3 clusters Score -5770368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -5770368.500000 Penalty: 5229.993164
	Iteration 76Q: 3 clusters Score -5770368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5770378.000000 Penalty: 5229.993164
	Iteration 77Q: 3 clusters Score -5770378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -5770377.000000 Penalty: 5229.993164
	Iteration 78Q: 3 clusters Score -5770377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5770384.000000 Penalty: 5229.993164
	Iteration 79Q: 3 clusters Score -5770384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5770378.500000 Penalty: 5229.993164
	Iteration 80F: 3 clusters Score -5770378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -5770385.500000 Penalty: 5229.993164
	Iteration 81Q: 3 clusters Score -5770386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -5770391.000000 Penalty: 5229.993164
	Iteration 82Q: 3 clusters Score -5770391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -5770383.500000 Penalty: 5229.993164
	Iteration 83Q: 3 clusters Score -5770384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5770395.000000 Penalty: 5229.993164
	Iteration 84Q: 3 clusters Score -5770395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5770410.000000 Penalty: 5229.993164
	Iteration 85Q: 3 clusters Score -5770410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5770420.500000 Penalty: 5229.993164
	Iteration 86Q: 3 clusters Score -5770420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5770432.500000 Penalty: 5229.993164
	Iteration 87Q: 3 clusters Score -5770432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5770440.000000 Penalty: 5229.993164
	Iteration 88Q: 3 clusters Score -5770440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5770444.500000 Penalty: 5229.993164
	Iteration 89Q: 3 clusters Score -5770444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5770465.000000 Penalty: 5229.993164
	Iteration 90Q: 3 clusters Score -5770465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -5770465.500000 Penalty: 5229.993164
	Iteration 91Q: 3 clusters Score -5770466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5770462.000000 Penalty: 5229.993164
	Iteration 92Q: 3 clusters Score -5770462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5770472.500000 Penalty: 5229.993164
	Iteration 93Q: 3 clusters Score -5770472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -5770514.000000 Penalty: 5229.993164
	Iteration 94Q: 3 clusters Score -5770514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -5770542.000000 Penalty: 5229.993164
	Iteration 95Q: 3 clusters Score -5770542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5770557.000000 Penalty: 5229.993164
	Iteration 96Q: 3 clusters Score -5770557 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -5770559.000000 Penalty: 5229.993164
	Iteration 97Q: 3 clusters Score -5770559 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5770583.500000 Penalty: 5229.993164
	Iteration 98Q: 3 clusters Score -5770584 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -5770616.500000 Penalty: 5229.993164
	Iteration 99Q: 3 clusters Score -5770616 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -5770628.000000 Penalty: 5229.993164
	Iteration 100F: 3 clusters Score -5770628 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5770640.500000 Penalty: 5229.993164
	Iteration 101Q: 3 clusters Score -5770640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -5770644.000000 Penalty: 5229.993164
	Iteration 102Q: 3 clusters Score -5770644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5770680.000000 Penalty: 5229.993164
	Iteration 103Q: 3 clusters Score -5770680 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5770709.500000 Penalty: 5229.993164
	Iteration 104Q: 3 clusters Score -5770710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5770748.500000 Penalty: 5229.993164
	Iteration 105Q: 3 clusters Score -5770748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -5770798.500000 Penalty: 5229.993164
	Iteration 106Q: 3 clusters Score -5770798 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -5770817.000000 Penalty: 5229.993164
	Iteration 107Q: 3 clusters Score -5770817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5770851.000000 Penalty: 5229.993164
	Iteration 108Q: 3 clusters Score -5770851 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5770888.500000 Penalty: 5229.993164
	Iteration 109Q: 3 clusters Score -5770888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -5770915.000000 Penalty: 5229.993164
	Iteration 110Q: 3 clusters Score -5770915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -5770940.500000 Penalty: 5229.993164
	Iteration 111Q: 3 clusters Score -5770940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5770970.500000 Penalty: 5229.993164
	Iteration 112Q: 3 clusters Score -5770970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -5771029.000000 Penalty: 5229.993164
	Iteration 113Q: 3 clusters Score -5771029 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5771086.000000 Penalty: 5229.993164
	Iteration 114Q: 3 clusters Score -5771086 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -5771139.000000 Penalty: 5229.993164
	Iteration 115Q: 3 clusters Score -5771139 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -5771168.000000 Penalty: 5229.993164
	Iteration 116Q: 3 clusters Score -5771168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5771202.500000 Penalty: 5229.993164
	Iteration 117Q: 3 clusters Score -5771202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -5771238.000000 Penalty: 5229.993164
	Iteration 118Q: 3 clusters Score -5771238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5771272.000000 Penalty: 5229.993164
	Iteration 119Q: 3 clusters Score -5771272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -5771291.000000 Penalty: 5229.993164
	Iteration 120F: 3 clusters Score -5771291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5771314.500000 Penalty: 5229.993164
	Iteration 121Q: 3 clusters Score -5771314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5771339.000000 Penalty: 5229.993164
	Iteration 122Q: 3 clusters Score -5771339 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5771368.000000 Penalty: 5229.993164
	Iteration 123Q: 3 clusters Score -5771368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5771418.000000 Penalty: 5229.993164
	Iteration 124Q: 3 clusters Score -5771418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -5771469.500000 Penalty: 5229.993164
	Iteration 125Q: 3 clusters Score -5771470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -5771485.000000 Penalty: 5229.993164
	Iteration 126Q: 3 clusters Score -5771485 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -5771514.500000 Penalty: 5229.993164
	Iteration 127Q: 3 clusters Score -5771514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5771539.500000 Penalty: 5229.993164
	Iteration 128Q: 3 clusters Score -5771540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5771583.000000 Penalty: 5229.993164
	Iteration 129Q: 3 clusters Score -5771583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5771641.000000 Penalty: 5229.993164
	Iteration 130Q: 3 clusters Score -5771641 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -5771698.500000 Penalty: 5229.993164
	Iteration 131Q: 3 clusters Score -5771698 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5771757.500000 Penalty: 5229.993164
	Iteration 132Q: 3 clusters Score -5771758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5771799.500000 Penalty: 5229.993164
	Iteration 133Q: 3 clusters Score -5771800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5771856.000000 Penalty: 5229.993164
	Iteration 134Q: 3 clusters Score -5771856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5771905.500000 Penalty: 5229.993164
	Iteration 135Q: 3 clusters Score -5771906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -5771953.000000 Penalty: 5229.993164
	Iteration 136Q: 3 clusters Score -5771953 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5772013.000000 Penalty: 5229.993164
	Iteration 137Q: 3 clusters Score -5772013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5772048.000000 Penalty: 5229.993164
	Iteration 138Q: 3 clusters Score -5772048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5772101.000000 Penalty: 5229.993164
	Iteration 139Q: 3 clusters Score -5772101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5772125.000000 Penalty: 5229.993164
	Iteration 140F: 3 clusters Score -5772125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5772154.500000 Penalty: 5229.993164
	Iteration 141Q: 3 clusters Score -5772154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5772182.500000 Penalty: 5229.993164
	Iteration 142Q: 3 clusters Score -5772182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5772221.000000 Penalty: 5229.993164
	Iteration 143Q: 3 clusters Score -5772221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -5772277.000000 Penalty: 5229.993164
	Iteration 144Q: 3 clusters Score -5772277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -5772317.000000 Penalty: 5229.993164
	Iteration 145Q: 3 clusters Score -5772317 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5772348.500000 Penalty: 5229.993164
	Iteration 146Q: 3 clusters Score -5772348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5772393.500000 Penalty: 5229.993164
	Iteration 147Q: 3 clusters Score -5772394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5772434.000000 Penalty: 5229.993164
	Iteration 148Q: 3 clusters Score -5772434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -5772484.000000 Penalty: 5229.993164
	Iteration 149Q: 3 clusters Score -5772484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5772504.000000 Penalty: 5229.993164
	Iteration 150Q: 3 clusters Score -5772504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -5772529.000000 Penalty: 5229.993164
	Iteration 151Q: 3 clusters Score -5772529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5772533.500000 Penalty: 5229.993164
	Iteration 152Q: 3 clusters Score -5772534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5772556.500000 Penalty: 5229.993164
	Iteration 153Q: 3 clusters Score -5772556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5772567.000000 Penalty: 5229.993164
	Iteration 154Q: 3 clusters Score -5772567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5772569.500000 Penalty: 5229.993164
	Iteration 155Q: 3 clusters Score -5772570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5772582.000000 Penalty: 5229.993164
	Iteration 156Q: 3 clusters Score -5772582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5772594.000000 Penalty: 5229.993164
	Iteration 157Q: 3 clusters Score -5772594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5772601.500000 Penalty: 5229.993164
	Iteration 158Q: 3 clusters Score -5772602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5772606.500000 Penalty: 5229.993164
	Iteration 159Q: 3 clusters Score -5772606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5772599.500000 Penalty: 5229.993164
	Iteration 160F: 3 clusters Score -5772600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5772607.500000 Penalty: 5229.993164
	Iteration 161Q: 3 clusters Score -5772608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5772607.500000 Penalty: 5229.993164
	Iteration 162Q: 3 clusters Score -5772608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5772611.000000 Penalty: 5229.993164
	Iteration 163Q: 3 clusters Score -5772611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -5772607.500000 Penalty: 5229.993164
	Iteration 164Q: 3 clusters Score -5772608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5772608.000000 Penalty: 5229.993164
	Iteration 165Q: 3 clusters Score -5772608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5772617.500000 Penalty: 5229.993164
	Iteration 166Q: 3 clusters Score -5772618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5772614.500000 Penalty: 5229.993164
	Iteration 167Q: 3 clusters Score -5772614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5772615.500000 Penalty: 5229.993164
	Iteration 168Q: 3 clusters Score -5772616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5772615.500000 Penalty: 5229.993164
	Iteration 169F: 3 clusters Score -5772616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -618226.875000 Penalty: 2065.515625
	Iteration 0F: 2 clusters Score -618226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -614261.250000 Penalty: 4131.031250
	Iteration 0F: 3 clusters Score -614261.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -615173.937500 Penalty: 4131.031250
	Iteration 1F: 3 clusters Score -615173.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -615354.187500 Penalty: 4131.031250
	Iteration 2F: 3 clusters Score -615354.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -615489.750000 Penalty: 4131.031250
	Iteration 3Q: 3 clusters Score -615489.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -615711.875000 Penalty: 4131.031250
	Iteration 4Q: 3 clusters Score -615711.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -615913.250000 Penalty: 4131.031250
	Iteration 5Q: 3 clusters Score -615913.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -616035.500000 Penalty: 4131.031250
	Iteration 6Q: 3 clusters Score -616035.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -616117.000000 Penalty: 4131.031250
	Iteration 7Q: 3 clusters Score -616117 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -616189.000000 Penalty: 4131.031250
	Iteration 8Q: 3 clusters Score -616189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -616261.250000 Penalty: 4131.031250
	Iteration 9Q: 3 clusters Score -616261.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -616340.687500 Penalty: 4131.031250
	Iteration 10Q: 3 clusters Score -616340.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -616423.500000 Penalty: 4131.031250
	Iteration 11Q: 3 clusters Score -616423.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -616511.750000 Penalty: 4131.031250
	Iteration 12Q: 3 clusters Score -616511.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -616606.312500 Penalty: 4131.031250
	Iteration 13Q: 3 clusters Score -616606.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -616705.062500 Penalty: 4131.031250
	Iteration 14Q: 3 clusters Score -616705.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -616811.250000 Penalty: 4131.031250
	Iteration 15Q: 3 clusters Score -616811.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -616899.312500 Penalty: 4131.031250
	Iteration 16Q: 3 clusters Score -616899.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -617006.000000 Penalty: 4131.031250
	Iteration 17Q: 3 clusters Score -617006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -617116.000000 Penalty: 4131.031250
	Iteration 18Q: 3 clusters Score -617116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -617211.250000 Penalty: 4131.031250
	Iteration 19Q: 3 clusters Score -617211.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -617281.812500 Penalty: 4131.031250
	Iteration 20F: 3 clusters Score -617281.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -617340.937500 Penalty: 4131.031250
	Iteration 21Q: 3 clusters Score -617340.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -617398.437500 Penalty: 4131.031250
	Iteration 22Q: 3 clusters Score -617398.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -617453.375000 Penalty: 4131.031250
	Iteration 23Q: 3 clusters Score -617453.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -617499.375000 Penalty: 4131.031250
	Iteration 24Q: 3 clusters Score -617499.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -617534.125000 Penalty: 4131.031250
	Iteration 25Q: 3 clusters Score -617534.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -617572.687500 Penalty: 4131.031250
	Iteration 26Q: 3 clusters Score -617572.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -617608.500000 Penalty: 4131.031250
	Iteration 27Q: 3 clusters Score -617608.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -617632.437500 Penalty: 4131.031250
	Iteration 28Q: 3 clusters Score -617632.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -617647.187500 Penalty: 4131.031250
	Iteration 29Q: 3 clusters Score -617647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -617661.250000 Penalty: 4131.031250
	Iteration 30Q: 3 clusters Score -617661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -617670.000000 Penalty: 4131.031250
	Iteration 31Q: 3 clusters Score -617670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -617679.125000 Penalty: 4131.031250
	Iteration 32Q: 3 clusters Score -617679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -617687.437500 Penalty: 4131.031250
	Iteration 33Q: 3 clusters Score -617687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -617693.437500 Penalty: 4131.031250
	Iteration 34Q: 3 clusters Score -617693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -617698.375000 Penalty: 4131.031250
	Iteration 35Q: 3 clusters Score -617698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -617704.125000 Penalty: 4131.031250
	Iteration 36Q: 3 clusters Score -617704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -617707.750000 Penalty: 4131.031250
	Iteration 37Q: 3 clusters Score -617707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -617712.437500 Penalty: 4131.031250
	Iteration 38Q: 3 clusters Score -617712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -617712.562500 Penalty: 4131.031250
	Iteration 39Q: 3 clusters Score -617712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -617714.312500 Penalty: 4131.031250
	Iteration 40F: 3 clusters Score -617714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -617719.062500 Penalty: 4131.031250
	Iteration 41Q: 3 clusters Score -617719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -617725.937500 Penalty: 4131.031250
	Iteration 42Q: 3 clusters Score -617725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -617732.687500 Penalty: 4131.031250
	Iteration 43Q: 3 clusters Score -617732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -617738.250000 Penalty: 4131.031250
	Iteration 44Q: 3 clusters Score -617738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -617740.375000 Penalty: 4131.031250
	Iteration 45Q: 3 clusters Score -617740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -617741.500000 Penalty: 4131.031250
	Iteration 46Q: 3 clusters Score -617741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -617743.625000 Penalty: 4131.031250
	Iteration 47Q: 3 clusters Score -617743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -617748.000000 Penalty: 4131.031250
	Iteration 48Q: 3 clusters Score -617748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -617749.687500 Penalty: 4131.031250
	Iteration 49Q: 3 clusters Score -617749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -617750.750000 Penalty: 4131.031250
	Iteration 50Q: 3 clusters Score -617750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -617753.187500 Penalty: 4131.031250
	Iteration 51Q: 3 clusters Score -617753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -617756.625000 Penalty: 4131.031250
	Iteration 52Q: 3 clusters Score -617756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -617759.250000 Penalty: 4131.031250
	Iteration 53Q: 3 clusters Score -617759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -617759.500000 Penalty: 4131.031250
	Iteration 54Q: 3 clusters Score -617759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -617760.812500 Penalty: 4131.031250
	Iteration 55Q: 3 clusters Score -617760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -617767.187500 Penalty: 4131.031250
	Iteration 56Q: 3 clusters Score -617767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -617767.750000 Penalty: 4131.031250
	Iteration 57Q: 3 clusters Score -617767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -617768.125000 Penalty: 4131.031250
	Iteration 58Q: 3 clusters Score -617768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -617768.125000 Penalty: 4131.031250
	Iteration 59F: 3 clusters Score -617768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -722764.687500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -722764.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -718292.562500 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -718292.6 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -719316.187500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -719316.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -719511.250000 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -719511.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -719641.750000 Penalty: 4219.141602
	Iteration 3Q: 3 clusters Score -719641.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -719730.937500 Penalty: 4219.141602
	Iteration 4Q: 3 clusters Score -719730.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -719794.812500 Penalty: 4219.141602
	Iteration 5Q: 3 clusters Score -719794.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -719853.500000 Penalty: 4219.141602
	Iteration 6Q: 3 clusters Score -719853.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -719905.562500 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -719905.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -719935.250000 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -719935.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -719952.437500 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -719952.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -719969.187500 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -719969.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -719982.625000 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -719982.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -719992.625000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -719992.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -720008.250000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -720008.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -720020.437500 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -720020.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -720029.125000 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -720029.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -720033.562500 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -720033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -720040.437500 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -720040.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -720044.750000 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -720044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -720048.875000 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -720048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -720053.500000 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -720053.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -720056.750000 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -720056.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -720060.750000 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -720060.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -720063.750000 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -720063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -720067.375000 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -720067.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -720073.875000 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -720073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -720078.687500 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -720078.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -720084.750000 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -720084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -720090.687500 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -720090.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -720099.000000 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -720099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -720103.312500 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -720103.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -720107.312500 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -720107.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -720110.562500 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -720110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -720112.812500 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -720112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -720117.562500 Penalty: 4219.141602
	Iteration 34Q: 3 clusters Score -720117.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -720121.937500 Penalty: 4219.141602
	Iteration 35Q: 3 clusters Score -720121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -720123.562500 Penalty: 4219.141602
	Iteration 36Q: 3 clusters Score -720123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -720130.750000 Penalty: 4219.141602
	Iteration 37Q: 3 clusters Score -720130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -720132.250000 Penalty: 4219.141602
	Iteration 38Q: 3 clusters Score -720132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -720134.500000 Penalty: 4219.141602
	Iteration 39Q: 3 clusters Score -720134.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -720136.750000 Penalty: 4219.141602
	Iteration 40F: 3 clusters Score -720136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -720141.500000 Penalty: 4219.141602
	Iteration 41Q: 3 clusters Score -720141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -720145.125000 Penalty: 4219.141602
	Iteration 42Q: 3 clusters Score -720145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -720150.937500 Penalty: 4219.141602
	Iteration 43Q: 3 clusters Score -720150.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -720153.500000 Penalty: 4219.141602
	Iteration 44Q: 3 clusters Score -720153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -720156.875000 Penalty: 4219.141602
	Iteration 45Q: 3 clusters Score -720156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -720161.437500 Penalty: 4219.141602
	Iteration 46Q: 3 clusters Score -720161.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -720163.750000 Penalty: 4219.141602
	Iteration 47Q: 3 clusters Score -720163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -720169.062500 Penalty: 4219.141602
	Iteration 48Q: 3 clusters Score -720169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -720173.750000 Penalty: 4219.141602
	Iteration 49Q: 3 clusters Score -720173.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -720175.687500 Penalty: 4219.141602
	Iteration 50Q: 3 clusters Score -720175.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -720180.125000 Penalty: 4219.141602
	Iteration 51Q: 3 clusters Score -720180.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -720183.312500 Penalty: 4219.141602
	Iteration 52Q: 3 clusters Score -720183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -720187.687500 Penalty: 4219.141602
	Iteration 53Q: 3 clusters Score -720187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -720192.937500 Penalty: 4219.141602
	Iteration 54Q: 3 clusters Score -720192.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -720198.875000 Penalty: 4219.141602
	Iteration 55Q: 3 clusters Score -720198.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -720207.812500 Penalty: 4219.141602
	Iteration 56Q: 3 clusters Score -720207.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -720213.500000 Penalty: 4219.141602
	Iteration 57Q: 3 clusters Score -720213.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -720219.437500 Penalty: 4219.141602
	Iteration 58Q: 3 clusters Score -720219.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -720223.000000 Penalty: 4219.141602
	Iteration 59Q: 3 clusters Score -720223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -720228.250000 Penalty: 4219.141602
	Iteration 60F: 3 clusters Score -720228.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -720234.812500 Penalty: 4219.141602
	Iteration 61Q: 3 clusters Score -720234.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -720240.437500 Penalty: 4219.141602
	Iteration 62Q: 3 clusters Score -720240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -720245.125000 Penalty: 4219.141602
	Iteration 63Q: 3 clusters Score -720245.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -720248.812500 Penalty: 4219.141602
	Iteration 64Q: 3 clusters Score -720248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -720252.937500 Penalty: 4219.141602
	Iteration 65Q: 3 clusters Score -720252.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -720258.687500 Penalty: 4219.141602
	Iteration 66Q: 3 clusters Score -720258.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -720260.187500 Penalty: 4219.141602
	Iteration 67Q: 3 clusters Score -720260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -720265.125000 Penalty: 4219.141602
	Iteration 68Q: 3 clusters Score -720265.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -720268.187500 Penalty: 4219.141602
	Iteration 69Q: 3 clusters Score -720268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -720272.062500 Penalty: 4219.141602
	Iteration 70Q: 3 clusters Score -720272.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -720277.812500 Penalty: 4219.141602
	Iteration 71Q: 3 clusters Score -720277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -720286.187500 Penalty: 4219.141602
	Iteration 72Q: 3 clusters Score -720286.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -720292.437500 Penalty: 4219.141602
	Iteration 73Q: 3 clusters Score -720292.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -720299.500000 Penalty: 4219.141602
	Iteration 74Q: 3 clusters Score -720299.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -720308.750000 Penalty: 4219.141602
	Iteration 75Q: 3 clusters Score -720308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -720316.125000 Penalty: 4219.141602
	Iteration 76Q: 3 clusters Score -720316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -720317.687500 Penalty: 4219.141602
	Iteration 77Q: 3 clusters Score -720317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -720321.125000 Penalty: 4219.141602
	Iteration 78Q: 3 clusters Score -720321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -720324.500000 Penalty: 4219.141602
	Iteration 79Q: 3 clusters Score -720324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -720328.625000 Penalty: 4219.141602
	Iteration 80F: 3 clusters Score -720328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -720331.687500 Penalty: 4219.141602
	Iteration 81Q: 3 clusters Score -720331.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -720335.000000 Penalty: 4219.141602
	Iteration 82Q: 3 clusters Score -720335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -720341.687500 Penalty: 4219.141602
	Iteration 83Q: 3 clusters Score -720341.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -720348.750000 Penalty: 4219.141602
	Iteration 84Q: 3 clusters Score -720348.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -720352.937500 Penalty: 4219.141602
	Iteration 85Q: 3 clusters Score -720352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -720354.875000 Penalty: 4219.141602
	Iteration 86Q: 3 clusters Score -720354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -720358.312500 Penalty: 4219.141602
	Iteration 87Q: 3 clusters Score -720358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -720363.187500 Penalty: 4219.141602
	Iteration 88Q: 3 clusters Score -720363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -720369.750000 Penalty: 4219.141602
	Iteration 89Q: 3 clusters Score -720369.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -720377.000000 Penalty: 4219.141602
	Iteration 90Q: 3 clusters Score -720377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -720387.312500 Penalty: 4219.141602
	Iteration 91Q: 3 clusters Score -720387.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -720393.312500 Penalty: 4219.141602
	Iteration 92Q: 3 clusters Score -720393.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -720398.437500 Penalty: 4219.141602
	Iteration 93Q: 3 clusters Score -720398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -720404.375000 Penalty: 4219.141602
	Iteration 94Q: 3 clusters Score -720404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -720408.312500 Penalty: 4219.141602
	Iteration 95Q: 3 clusters Score -720408.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -720415.187500 Penalty: 4219.141602
	Iteration 96Q: 3 clusters Score -720415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -720419.062500 Penalty: 4219.141602
	Iteration 97Q: 3 clusters Score -720419.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -720426.312500 Penalty: 4219.141602
	Iteration 98Q: 3 clusters Score -720426.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -720436.062500 Penalty: 4219.141602
	Iteration 99Q: 3 clusters Score -720436.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -720449.375000 Penalty: 4219.141602
	Iteration 100F: 3 clusters Score -720449.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -720466.375000 Penalty: 4219.141602
	Iteration 101Q: 3 clusters Score -720466.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -720482.437500 Penalty: 4219.141602
	Iteration 102Q: 3 clusters Score -720482.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -720500.125000 Penalty: 4219.141602
	Iteration 103Q: 3 clusters Score -720500.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -720517.687500 Penalty: 4219.141602
	Iteration 104Q: 3 clusters Score -720517.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -720534.625000 Penalty: 4219.141602
	Iteration 105Q: 3 clusters Score -720534.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -720552.937500 Penalty: 4219.141602
	Iteration 106Q: 3 clusters Score -720552.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -720568.750000 Penalty: 4219.141602
	Iteration 107Q: 3 clusters Score -720568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -720583.437500 Penalty: 4219.141602
	Iteration 108Q: 3 clusters Score -720583.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -720598.500000 Penalty: 4219.141602
	Iteration 109Q: 3 clusters Score -720598.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -720619.187500 Penalty: 4219.141602
	Iteration 110Q: 3 clusters Score -720619.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -720645.625000 Penalty: 4219.141602
	Iteration 111Q: 3 clusters Score -720645.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -720665.812500 Penalty: 4219.141602
	Iteration 112Q: 3 clusters Score -720665.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -720684.562500 Penalty: 4219.141602
	Iteration 113Q: 3 clusters Score -720684.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -720709.062500 Penalty: 4219.141602
	Iteration 114Q: 3 clusters Score -720709.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -720735.312500 Penalty: 4219.141602
	Iteration 115Q: 3 clusters Score -720735.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -720766.187500 Penalty: 4219.141602
	Iteration 116Q: 3 clusters Score -720766.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -720796.625000 Penalty: 4219.141602
	Iteration 117Q: 3 clusters Score -720796.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -720828.312500 Penalty: 4219.141602
	Iteration 118Q: 3 clusters Score -720828.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -720867.687500 Penalty: 4219.141602
	Iteration 119Q: 3 clusters Score -720867.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -720902.250000 Penalty: 4219.141602
	Iteration 120F: 3 clusters Score -720902.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -720935.000000 Penalty: 4219.141602
	Iteration 121Q: 3 clusters Score -720935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -720973.937500 Penalty: 4219.141602
	Iteration 122Q: 3 clusters Score -720973.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -721016.250000 Penalty: 4219.141602
	Iteration 123Q: 3 clusters Score -721016.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -721068.250000 Penalty: 4219.141602
	Iteration 124Q: 3 clusters Score -721068.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -721093.687500 Penalty: 4219.141602
	Iteration 125Q: 3 clusters Score -721093.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -721107.562500 Penalty: 4219.141602
	Iteration 126Q: 3 clusters Score -721107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -721116.812500 Penalty: 4219.141602
	Iteration 127Q: 3 clusters Score -721116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -721121.875000 Penalty: 4219.141602
	Iteration 128Q: 3 clusters Score -721121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -721125.875000 Penalty: 4219.141602
	Iteration 129Q: 3 clusters Score -721125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -721131.812500 Penalty: 4219.141602
	Iteration 130Q: 3 clusters Score -721131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -721136.062500 Penalty: 4219.141602
	Iteration 131Q: 3 clusters Score -721136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -721142.687500 Penalty: 4219.141602
	Iteration 132Q: 3 clusters Score -721142.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -721149.750000 Penalty: 4219.141602
	Iteration 133Q: 3 clusters Score -721149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -721154.750000 Penalty: 4219.141602
	Iteration 134Q: 3 clusters Score -721154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -721162.250000 Penalty: 4219.141602
	Iteration 135Q: 3 clusters Score -721162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -721169.375000 Penalty: 4219.141602
	Iteration 136Q: 3 clusters Score -721169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -721172.500000 Penalty: 4219.141602
	Iteration 137Q: 3 clusters Score -721172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -721172.000000 Penalty: 4219.141602
	Iteration 138Q: 3 clusters Score -721172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -721172.000000 Penalty: 4219.141602
	Iteration 139F: 3 clusters Score -721172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (86642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Entering Unmasked Estep 
Score: -13319712.000000 Penalty: 2819.645996
	Iteration 0F: 2 clusters Score -1.331971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -13261648.000000 Penalty: 5639.291992
	Iteration 0F: 3 clusters Score -1.326165e+07 nChanged 40853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -13285121.000000 Penalty: 5639.291992
	Iteration 1F: 3 clusters Score -1.328512e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -13286153.000000 Penalty: 5639.291992
	Iteration 2Q: 3 clusters Score -1.328615e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -13287332.000000 Penalty: 5639.291992
	Iteration 3Q: 3 clusters Score -1.328733e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -13288680.000000 Penalty: 5639.291992
	Iteration 4Q: 3 clusters Score -1.328868e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -13290235.000000 Penalty: 5639.291992
	Iteration 5Q: 3 clusters Score -1.329024e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -13291935.000000 Penalty: 5639.291992
	Iteration 6Q: 3 clusters Score -1.329194e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -13294091.000000 Penalty: 5639.291992
	Iteration 7Q: 3 clusters Score -1.329409e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -13296883.000000 Penalty: 5639.291992
	Iteration 8F: 3 clusters Score -1.329688e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -13300119.000000 Penalty: 5639.291992
	Iteration 9F: 3 clusters Score -1.330012e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -13303006.000000 Penalty: 5639.291992
	Iteration 10F: 3 clusters Score -1.330301e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -13305112.000000 Penalty: 5639.291992
	Iteration 11Q: 3 clusters Score -1.330511e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -13305960.000000 Penalty: 5639.291992
	Iteration 12Q: 3 clusters Score -1.330596e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -13306454.000000 Penalty: 5639.291992
	Iteration 13Q: 3 clusters Score -1.330645e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -13306809.000000 Penalty: 5639.291992
	Iteration 14Q: 3 clusters Score -1.330681e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -13307129.000000 Penalty: 5639.291992
	Iteration 15Q: 3 clusters Score -1.330713e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -13307405.000000 Penalty: 5639.291992
	Iteration 16Q: 3 clusters Score -1.33074e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -13307680.000000 Penalty: 5639.291992
	Iteration 17Q: 3 clusters Score -1.330768e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -13307960.000000 Penalty: 5639.291992
	Iteration 18Q: 3 clusters Score -1.330796e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -13308347.000000 Penalty: 5639.291992
	Iteration 19Q: 3 clusters Score -1.330835e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -13308757.000000 Penalty: 5639.291992
	Iteration 20F: 3 clusters Score -1.330876e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -13309182.000000 Penalty: 5639.291992
	Iteration 21Q: 3 clusters Score -1.330918e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -13309595.000000 Penalty: 5639.291992
	Iteration 22Q: 3 clusters Score -1.33096e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -13309884.000000 Penalty: 5639.291992
	Iteration 23Q: 3 clusters Score -1.330988e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -13310295.000000 Penalty: 5639.291992
	Iteration 24Q: 3 clusters Score -1.33103e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -13310722.000000 Penalty: 5639.291992
	Iteration 25Q: 3 clusters Score -1.331072e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -13311233.000000 Penalty: 5639.291992
	Iteration 26Q: 3 clusters Score -1.331123e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -13311762.000000 Penalty: 5639.291992
	Iteration 27Q: 3 clusters Score -1.331176e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -13312184.000000 Penalty: 5639.291992
	Iteration 28Q: 3 clusters Score -1.331218e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -13312745.000000 Penalty: 5639.291992
	Iteration 29Q: 3 clusters Score -1.331274e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -13313171.000000 Penalty: 5639.291992
	Iteration 30Q: 3 clusters Score -1.331317e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -13313621.000000 Penalty: 5639.291992
	Iteration 31Q: 3 clusters Score -1.331362e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -13314089.000000 Penalty: 5639.291992
	Iteration 32Q: 3 clusters Score -1.331409e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -13314593.000000 Penalty: 5639.291992
	Iteration 33Q: 3 clusters Score -1.331459e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -13315095.000000 Penalty: 5639.291992
	Iteration 34Q: 3 clusters Score -1.33151e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -13315463.000000 Penalty: 5639.291992
	Iteration 35Q: 3 clusters Score -1.331546e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -13315898.000000 Penalty: 5639.291992
	Iteration 36Q: 3 clusters Score -1.33159e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -13316168.000000 Penalty: 5639.291992
	Iteration 37Q: 3 clusters Score -1.331617e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -13316457.000000 Penalty: 5639.291992
	Iteration 38Q: 3 clusters Score -1.331646e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -13316725.000000 Penalty: 5639.291992
	Iteration 39Q: 3 clusters Score -1.331672e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -13316964.000000 Penalty: 5639.291992
	Iteration 40F: 3 clusters Score -1.331696e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -13317317.000000 Penalty: 5639.291992
	Iteration 41Q: 3 clusters Score -1.331732e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -13317581.000000 Penalty: 5639.291992
	Iteration 42Q: 3 clusters Score -1.331758e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -13317765.000000 Penalty: 5639.291992
	Iteration 43Q: 3 clusters Score -1.331776e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -13317939.000000 Penalty: 5639.291992
	Iteration 44Q: 3 clusters Score -1.331794e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -13318040.000000 Penalty: 5639.291992
	Iteration 45Q: 3 clusters Score -1.331804e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -13318088.000000 Penalty: 5639.291992
	Iteration 46Q: 3 clusters Score -1.331809e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -13318140.000000 Penalty: 5639.291992
	Iteration 47Q: 3 clusters Score -1.331814e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -13318182.000000 Penalty: 5639.291992
	Iteration 48Q: 3 clusters Score -1.331818e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -13318201.000000 Penalty: 5639.291992
	Iteration 49Q: 3 clusters Score -1.33182e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -13318237.000000 Penalty: 5639.291992
	Iteration 50Q: 3 clusters Score -1.331824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -13318239.000000 Penalty: 5639.291992
	Iteration 51Q: 3 clusters Score -1.331824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -13318261.000000 Penalty: 5639.291992
	Iteration 52Q: 3 clusters Score -1.331826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -13318274.000000 Penalty: 5639.291992
	Iteration 53Q: 3 clusters Score -1.331827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -13318283.000000 Penalty: 5639.291992
	Iteration 54Q: 3 clusters Score -1.331828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -13318282.000000 Penalty: 5639.291992
	Iteration 55Q: 3 clusters Score -1.331828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -13318278.000000 Penalty: 5639.291992
	Iteration 56Q: 3 clusters Score -1.331828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -13318297.000000 Penalty: 5639.291992
	Iteration 57Q: 3 clusters Score -1.33183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -13318295.000000 Penalty: 5639.291992
	Iteration 58Q: 3 clusters Score -1.33183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -13318290.000000 Penalty: 5639.291992
	Iteration 59Q: 3 clusters Score -1.331829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -13318294.000000 Penalty: 5639.291992
	Iteration 60F: 3 clusters Score -1.331829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -13318281.000000 Penalty: 5639.291992
	Iteration 61Q: 3 clusters Score -1.331828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -13318273.000000 Penalty: 5639.291992
	Iteration 62Q: 3 clusters Score -1.331827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -13318277.000000 Penalty: 5639.291992
	Iteration 63Q: 3 clusters Score -1.331828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -13318300.000000 Penalty: 5639.291992
	Iteration 64Q: 3 clusters Score -1.33183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -13318274.000000 Penalty: 5639.291992
	Iteration 65Q: 3 clusters Score -1.331827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -13318292.000000 Penalty: 5639.291992
	Iteration 66Q: 3 clusters Score -1.331829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -13318284.000000 Penalty: 5639.291992
	Iteration 67Q: 3 clusters Score -1.331828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -13318299.000000 Penalty: 5639.291992
	Iteration 68Q: 3 clusters Score -1.33183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -13318286.000000 Penalty: 5639.291992
	Iteration 69Q: 3 clusters Score -1.331829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -13318273.000000 Penalty: 5639.291992
	Iteration 70Q: 3 clusters Score -1.331827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -13318272.000000 Penalty: 5639.291992
	Iteration 71Q: 3 clusters Score -1.331827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -13318273.000000 Penalty: 5639.291992
	Iteration 72Q: 3 clusters Score -1.331827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -13318267.000000 Penalty: 5639.291992
	Iteration 73Q: 3 clusters Score -1.331827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -13318282.000000 Penalty: 5639.291992
	Iteration 74Q: 3 clusters Score -1.331828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -13318280.000000 Penalty: 5639.291992
	Iteration 75Q: 3 clusters Score -1.331828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -13318269.000000 Penalty: 5639.291992
	Iteration 76Q: 3 clusters Score -1.331827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -13318279.000000 Penalty: 5639.291992
	Iteration 77Q: 3 clusters Score -1.331828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -13318283.000000 Penalty: 5639.291992
	Iteration 78Q: 3 clusters Score -1.331828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -13318288.000000 Penalty: 5639.291992
	Iteration 79Q: 3 clusters Score -1.331829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -13318286.000000 Penalty: 5639.291992
	Iteration 80F: 3 clusters Score -1.331829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -13318291.000000 Penalty: 5639.291992
	Iteration 81Q: 3 clusters Score -1.331829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -13318288.000000 Penalty: 5639.291992
	Iteration 82Q: 3 clusters Score -1.331829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -13318288.000000 Penalty: 5639.291992
	Iteration 83F: 3 clusters Score -1.331829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -115451.851562 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -115451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113916.414062 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -113916.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114775.570312 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -114775.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115424.132812 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -115424.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115659.976562 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -115660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115726.257812 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -115726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -115734.031250 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -115734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115736.132812 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -115736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115736.132812 Penalty: 3336.211914
	Iteration 7F: 3 clusters Score -115736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 183 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 139 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 199 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
Score: -70311672.000000 Penalty: 126339.585938
Splitting cluster 29 changes total score from -70311792.000000 to -70311672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -291680.593750 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -291680.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288971.625000 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -288971.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -289556.968750 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -289557 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -289858.062500 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -289858.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -290182.093750 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -290182.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -290487.781250 Penalty: 3802.910400
	Iteration 4F: 3 clusters Score -290487.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290734.812500 Penalty: 3802.910400
	Iteration 5F: 3 clusters Score -290734.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -290965.500000 Penalty: 3802.910400
	Iteration 6F: 3 clusters Score -290965.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -291103.312500 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -291103.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -291185.593750 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -291185.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -291261.218750 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -291261.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -291320.968750 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -291321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -291361.000000 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -291361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -291397.156250 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -291397.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291417.500000 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -291417.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291430.968750 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -291431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291436.843750 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -291436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -291440.406250 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -291440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -291442.093750 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -291442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291443.343750 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -291443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -291444.437500 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -291444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291444.687500 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -291444.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Entering Unmasked Estep 
Score: -4420915.500000 Penalty: 2550.824219
	Iteration 0F: 2 clusters Score -4420916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4400892.000000 Penalty: 5101.648438
	Iteration 0F: 3 clusters Score -4400892 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4407992.500000 Penalty: 5101.648438
	Iteration 1F: 3 clusters Score -4407992 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4408462.000000 Penalty: 5101.648438
	Iteration 2Q: 3 clusters Score -4408462 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4408868.000000 Penalty: 5101.648438
	Iteration 3Q: 3 clusters Score -4408868 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4409305.000000 Penalty: 5101.648438
	Iteration 4Q: 3 clusters Score -4409305 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4409822.500000 Penalty: 5101.648438
	Iteration 5Q: 3 clusters Score -4409822 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4410579.000000 Penalty: 5101.648438
	Iteration 6Q: 3 clusters Score -4410579 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4411583.500000 Penalty: 5101.648438
	Iteration 7F: 3 clusters Score -4411584 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -4412857.500000 Penalty: 5101.648438
	Iteration 8F: 3 clusters Score -4412858 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4414381.500000 Penalty: 5101.648438
	Iteration 9F: 3 clusters Score -4414382 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4415833.500000 Penalty: 5101.648438
	Iteration 10F: 3 clusters Score -4415834 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4416999.000000 Penalty: 5101.648438
	Iteration 11Q: 3 clusters Score -4416999 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -4417814.000000 Penalty: 5101.648438
	Iteration 12Q: 3 clusters Score -4417814 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4418188.500000 Penalty: 5101.648438
	Iteration 13Q: 3 clusters Score -4418188 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -4418404.500000 Penalty: 5101.648438
	Iteration 14Q: 3 clusters Score -4418404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4418534.500000 Penalty: 5101.648438
	Iteration 15Q: 3 clusters Score -4418534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4418602.000000 Penalty: 5101.648438
	Iteration 16Q: 3 clusters Score -4418602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4418628.000000 Penalty: 5101.648438
	Iteration 17Q: 3 clusters Score -4418628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4418658.500000 Penalty: 5101.648438
	Iteration 18Q: 3 clusters Score -4418658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4418677.500000 Penalty: 5101.648438
	Iteration 19Q: 3 clusters Score -4418678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4418701.500000 Penalty: 5101.648438
	Iteration 20F: 3 clusters Score -4418702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4418721.000000 Penalty: 5101.648438
	Iteration 21Q: 3 clusters Score -4418721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4418738.000000 Penalty: 5101.648438
	Iteration 22Q: 3 clusters Score -4418738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4418748.000000 Penalty: 5101.648438
	Iteration 23Q: 3 clusters Score -4418748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4418760.000000 Penalty: 5101.648438
	Iteration 24Q: 3 clusters Score -4418760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4418761.000000 Penalty: 5101.648438
	Iteration 25Q: 3 clusters Score -4418761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4418768.500000 Penalty: 5101.648438
	Iteration 26Q: 3 clusters Score -4418768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4418780.500000 Penalty: 5101.648438
	Iteration 27Q: 3 clusters Score -4418780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4418786.500000 Penalty: 5101.648438
	Iteration 28Q: 3 clusters Score -4418786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4418785.500000 Penalty: 5101.648438
	Iteration 29Q: 3 clusters Score -4418786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4418791.000000 Penalty: 5101.648438
	Iteration 30Q: 3 clusters Score -4418791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4418790.000000 Penalty: 5101.648438
	Iteration 31Q: 3 clusters Score -4418790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4418789.000000 Penalty: 5101.648438
	Iteration 32Q: 3 clusters Score -4418789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4418789.000000 Penalty: 5101.648438
	Iteration 33F: 3 clusters Score -4418789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -99644.867188 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -99644.87 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 386 members 
Entering Unmasked Estep 
Score: -98072.460938 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -98072.46 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98685.328125 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -98685.33 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -98932.007812 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -98932.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -99075.789062 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -99075.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99170.945312 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -99170.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -99204.507812 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -99204.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -99219.039062 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -99219.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -99230.312500 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -99230.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -99239.765625 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -99239.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -99263.007812 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -99263.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -99287.750000 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -99287.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -99296.601562 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -99296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -99301.679688 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -99301.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -99301.679688 Penalty: 3289.472900
	Iteration 13F: 3 clusters Score -99301.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -59015.378906 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -59015.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57614.148438 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57614.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58080.925781 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -58080.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58383.433594 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -58383.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58490.757812 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -58490.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58539.980469 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -58539.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58565.988281 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -58565.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58634.117188 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -58634.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58652.792969 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -58652.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58654.632812 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -58654.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58654.632812 Penalty: 3088.362305
	Iteration 9F: 3 clusters Score -58654.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1325 members 
Mstep: Class 3 contains 43901 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 169071 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 183 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 37962 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 86642 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 29307 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70314064.000000 Penalty: 123100.109375
Iteration 79Q: 39 clusters Score -7.031406e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 505 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 43934 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 11 contains 168767 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 19966 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 1764 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 8671 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 186 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 11750 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 38130 members 
Mstep: Class 26 contains 4153 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 87087 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 1806 members 
Mstep: Class 35 contains 5419 members 
Mstep: Class 36 contains 2233 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317072.000000 Penalty: 123100.109375
Iteration 80F: 39 clusters Score -7.031707e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 43895 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 168506 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 19873 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11743 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 37972 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 4975 members 
Mstep: Class 28 contains 87164 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 28622 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 2145 members 
Mstep: Class 35 contains 5982 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318864.000000 Penalty: 123100.109375
Iteration 81Q: 39 clusters Score -7.031886e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 43885 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9662 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 168249 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 19824 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 8721 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11743 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 37841 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 4978 members 
Mstep: Class 28 contains 87410 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 28410 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 2260 members 
Mstep: Class 35 contains 6292 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70319512.000000 Penalty: 123100.109375
Iteration 82Q: 39 clusters Score -7.031951e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 43891 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 9680 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 168026 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 19798 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 8743 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11736 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 37715 members 
Mstep: Class 26 contains 4168 members 
Mstep: Class 27 contains 4982 members 
Mstep: Class 28 contains 87672 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 28239 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 452 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 6500 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70319736.000000 Penalty: 123100.109375
Iteration 83Q: 39 clusters Score -7.031974e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 43909 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 9698 members 
Mstep: Class 10 contains 8758 members 
Mstep: Class 11 contains 167741 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 19784 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 8760 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 11735 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 37588 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 4980 members 
Mstep: Class 28 contains 87946 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 28116 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 453 members 
Mstep: Class 34 contains 2325 members 
Mstep: Class 35 contains 6695 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320344.000000 Penalty: 123100.109375
Iteration 84Q: 39 clusters Score -7.032034e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 43928 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 8759 members 
Mstep: Class 11 contains 167471 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 19761 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 8781 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11731 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 37480 members 
Mstep: Class 26 contains 4182 members 
Mstep: Class 27 contains 4981 members 
Mstep: Class 28 contains 88217 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 28003 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 452 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320424.000000 Penalty: 123100.109375
Iteration 85Q: 39 clusters Score -7.032042e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 43948 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9720 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 167190 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11727 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 37406 members 
Mstep: Class 26 contains 4191 members 
Mstep: Class 27 contains 4980 members 
Mstep: Class 28 contains 88493 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27909 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2351 members 
Mstep: Class 35 contains 6971 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320664.000000 Penalty: 123100.109375
Iteration 86Q: 39 clusters Score -7.032066e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 43965 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 9728 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 166937 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 19733 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 8816 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11722 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 37336 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 88738 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27827 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 2355 members 
Mstep: Class 35 contains 7080 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320872.000000 Penalty: 123100.109375
Iteration 87Q: 39 clusters Score -7.032087e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 43981 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9733 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 166686 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19727 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 8839 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11718 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 37278 members 
Mstep: Class 26 contains 4201 members 
Mstep: Class 27 contains 4990 members 
Mstep: Class 28 contains 88967 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27762 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 2357 members 
Mstep: Class 35 contains 7172 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321080.000000 Penalty: 123100.109375
Iteration 88Q: 39 clusters Score -7.032108e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 166410 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19723 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11715 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 37224 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 89245 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 27698 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 2362 members 
Mstep: Class 35 contains 7257 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321312.000000 Penalty: 123100.109375
Iteration 89Q: 39 clusters Score -7.032131e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9737 members 
Mstep: Class 10 contains 8770 members 
Mstep: Class 11 contains 166107 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19709 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1511 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11710 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 37171 members 
Mstep: Class 26 contains 4210 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 89555 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27645 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 2366 members 
Mstep: Class 35 contains 7339 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321432.000000 Penalty: 123100.109375
Iteration 90Q: 39 clusters Score -7.032143e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 43994 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 165853 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 19697 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 37128 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 89834 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27592 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 2366 members 
Mstep: Class 35 contains 7396 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321624.000000 Penalty: 123100.109375
Iteration 91Q: 39 clusters Score -7.032162e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 43998 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 9744 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 11 contains 165650 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 19686 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 8892 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11701 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 37063 members 
Mstep: Class 26 contains 4224 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 90053 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27556 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 2367 members 
Mstep: Class 35 contains 7456 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321640.000000 Penalty: 123100.109375
Iteration 92Q: 39 clusters Score -7.032164e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 44013 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9749 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 165452 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19682 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11696 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 37007 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 90270 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 2369 members 
Mstep: Class 35 contains 7517 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321768.000000 Penalty: 123100.109375
Iteration 93Q: 39 clusters Score -7.032177e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 44015 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9748 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 165245 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11692 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36980 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 90492 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 27478 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 2371 members 
Mstep: Class 35 contains 7557 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321672.000000 Penalty: 123100.109375
Iteration 94Q: 39 clusters Score -7.032167e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 44012 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9752 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 165046 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 8909 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36951 members 
Mstep: Class 26 contains 4239 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 90687 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2141 members 
Mstep: Class 31 contains 27451 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 2372 members 
Mstep: Class 35 contains 7613 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321656.000000 Penalty: 123100.109375
Iteration 95Q: 39 clusters Score -7.032166e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 44003 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9753 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 11 contains 164859 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 19680 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36911 members 
Mstep: Class 26 contains 4244 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 90881 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 27423 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2371 members 
Mstep: Class 35 contains 7653 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321632.000000 Penalty: 123100.109375
Iteration 96Q: 39 clusters Score -7.032163e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 44015 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9756 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 11 contains 164637 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19682 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11689 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36874 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 91079 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 27399 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2371 members 
Mstep: Class 35 contains 7704 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321608.000000 Penalty: 123100.109375
Iteration 97Q: 39 clusters Score -7.032161e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 44014 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 10 contains 8766 members 
Mstep: Class 11 contains 164446 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19690 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36829 members 
Mstep: Class 26 contains 4253 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 91276 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 27370 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2372 members 
Mstep: Class 35 contains 7751 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321784.000000 Penalty: 123100.109375
Iteration 98Q: 39 clusters Score -7.032178e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 44005 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 164296 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19688 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11688 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36777 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 91461 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2141 members 
Mstep: Class 31 contains 27343 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2373 members 
Mstep: Class 35 contains 7796 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321736.000000 Penalty: 123100.109375
Iteration 99Q: 39 clusters Score -7.032174e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 44010 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 8758 members 
Mstep: Class 11 contains 164116 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19693 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11683 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36743 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 91655 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2140 members 
Mstep: Class 31 contains 27316 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2372 members 
Mstep: Class 35 contains 7838 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321872.000000 Penalty: 123100.109375
Iteration 100F: 39 clusters Score -7.032187e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 44012 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 163931 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19698 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 8980 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11680 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36700 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 91871 members 
Mstep: Class 29 contains 832 members 
Mstep: Class 30 contains 2141 members 
Mstep: Class 31 contains 27281 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 2372 members 
Mstep: Class 35 contains 7873 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322200.000000 Penalty: 123100.109375
Iteration 101Q: 39 clusters Score -7.03222e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1456 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 163735 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19703 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 8986 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11675 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36666 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 92093 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 2141 members 
Mstep: Class 31 contains 27231 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 450 members 
Mstep: Class 34 contains 2373 members 
Mstep: Class 35 contains 7909 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322264.000000 Penalty: 123100.109375
Iteration 102Q: 39 clusters Score -7.032226e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 44020 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 8750 members 
Mstep: Class 11 contains 163555 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11673 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36627 members 
Mstep: Class 26 contains 4269 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 92280 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 27192 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 450 members 
Mstep: Class 34 contains 2376 members 
Mstep: Class 35 contains 7955 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322232.000000 Penalty: 123100.109375
Iteration 103Q: 39 clusters Score -7.032223e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 44024 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 8750 members 
Mstep: Class 11 contains 163391 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19703 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 11668 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36591 members 
Mstep: Class 26 contains 4282 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 92447 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 27161 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 453 members 
Mstep: Class 34 contains 2379 members 
Mstep: Class 35 contains 7998 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322368.000000 Penalty: 123100.109375
Iteration 104Q: 39 clusters Score -7.032237e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 44030 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9759 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 163230 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9010 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 11665 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36573 members 
Mstep: Class 26 contains 4284 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 92609 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 27132 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2379 members 
Mstep: Class 35 contains 8034 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322392.000000 Penalty: 123100.109375
Iteration 105Q: 39 clusters Score -7.032239e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 44023 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 163103 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19701 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 4287 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 92748 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 27106 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2381 members 
Mstep: Class 35 contains 8066 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322560.000000 Penalty: 123100.109375
Iteration 106Q: 39 clusters Score -7.032256e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 44024 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 8747 members 
Mstep: Class 11 contains 162966 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 19697 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36527 members 
Mstep: Class 26 contains 4288 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 92896 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 27080 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2382 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322440.000000 Penalty: 123100.109375
Iteration 107Q: 39 clusters Score -7.032244e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 44022 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 8741 members 
Mstep: Class 11 contains 162829 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 19698 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 93038 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 27056 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2381 members 
Mstep: Class 35 contains 8139 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322464.000000 Penalty: 123100.109375
Iteration 108Q: 39 clusters Score -7.032246e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44025 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 8740 members 
Mstep: Class 11 contains 162690 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 19700 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36490 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 93191 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 27035 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2384 members 
Mstep: Class 35 contains 8155 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322384.000000 Penalty: 123100.109375
Iteration 109Q: 39 clusters Score -7.032238e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 44026 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 162539 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 19698 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36478 members 
Mstep: Class 26 contains 4301 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 93352 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 27015 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2387 members 
Mstep: Class 35 contains 8167 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322512.000000 Penalty: 123100.109375
Iteration 110Q: 39 clusters Score -7.032251e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 44026 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 8741 members 
Mstep: Class 11 contains 162406 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 19687 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36466 members 
Mstep: Class 26 contains 4303 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 93521 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26992 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2388 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322616.000000 Penalty: 123100.109375
Iteration 111Q: 39 clusters Score -7.032262e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44023 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 8743 members 
Mstep: Class 11 contains 162252 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 19685 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36450 members 
Mstep: Class 26 contains 4303 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 93707 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 26971 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 8181 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322728.000000 Penalty: 123100.109375
Iteration 112Q: 39 clusters Score -7.032273e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44024 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 162093 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 19687 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9053 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36438 members 
Mstep: Class 26 contains 4306 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 93872 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 26957 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2392 members 
Mstep: Class 35 contains 8184 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322824.000000 Penalty: 123100.109375
Iteration 113Q: 39 clusters Score -7.032282e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44021 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 161970 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 19680 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36420 members 
Mstep: Class 26 contains 4312 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 94014 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 26939 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2393 members 
Mstep: Class 35 contains 8186 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322832.000000 Penalty: 123100.109375
Iteration 114Q: 39 clusters Score -7.032283e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44018 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9767 members 
Mstep: Class 10 contains 8754 members 
Mstep: Class 11 contains 161862 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36407 members 
Mstep: Class 26 contains 4317 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 94140 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 26920 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2393 members 
Mstep: Class 35 contains 8190 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322800.000000 Penalty: 123100.109375
Iteration 115Q: 39 clusters Score -7.03228e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44018 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 161751 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36389 members 
Mstep: Class 26 contains 4325 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 94273 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26907 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2393 members 
Mstep: Class 35 contains 8200 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322864.000000 Penalty: 123100.109375
Iteration 116Q: 39 clusters Score -7.032286e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44018 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 8750 members 
Mstep: Class 11 contains 161648 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36371 members 
Mstep: Class 26 contains 4332 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94398 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26891 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2394 members 
Mstep: Class 35 contains 8214 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322776.000000 Penalty: 123100.109375
Iteration 117Q: 39 clusters Score -7.032278e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44019 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9768 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 161547 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19667 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36354 members 
Mstep: Class 26 contains 4339 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94515 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26879 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8223 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322768.000000 Penalty: 123100.109375
Iteration 118Q: 39 clusters Score -7.032277e+07 nChanged 221
Entering ConstructFrom: 
Score: -70322768.000000 Penalty: 123100.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -409750.843750 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -409750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -406688.562500 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -406688.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -407679.312500 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -407679.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -408172.281250 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -408172.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -408639.093750 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -408639.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -409092.468750 Penalty: 3955.197754
	Iteration 4F: 3 clusters Score -409092.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -409412.781250 Penalty: 3955.197754
	Iteration 5F: 3 clusters Score -409412.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -409628.125000 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -409628.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -409744.031250 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -409744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -409804.843750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -409804.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -409833.281250 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -409833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -409847.062500 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -409847.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -409858.312500 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -409858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -409864.093750 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -409864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -409866.500000 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -409866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -409869.531250 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -409869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -409871.156250 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -409871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -409871.156250 Penalty: 3955.197754
	Iteration 16F: 3 clusters Score -409871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 1034 members 
Entering Unmasked Estep 
Score: -70321680.000000 Penalty: 126339.585938
Splitting cluster 1 changes total score from -70322768.000000 to -70321680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -199706.921875 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -199706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197562.343750 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -197562.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -198352.406250 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -198352.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -198776.937500 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -198776.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -199032.968750 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -199033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -199135.468750 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -199135.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -199210.562500 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -199210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -199252.281250 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -199252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -199271.906250 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -199271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -199278.312500 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -199278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -199283.406250 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -199283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -199291.625000 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -199291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -199299.218750 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -199299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -199303.093750 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -199303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -199307.968750 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -199308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199312.062500 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -199312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -199313.453125 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -199313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -199315.281250 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -199315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199316.328125 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -199316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199316.328125 Penalty: 3612.930908
	Iteration 18F: 3 clusters Score -199316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Entering Unmasked Estep 
Score: -6752246.500000 Penalty: 2651.692383
	Iteration 0F: 2 clusters Score -6752246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -6722352.000000 Penalty: 5303.384766
	Iteration 0F: 3 clusters Score -6722352 nChanged 20312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -6733712.500000 Penalty: 5303.384766
	Iteration 1F: 3 clusters Score -6733712 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6734340.000000 Penalty: 5303.384766
	Iteration 2Q: 3 clusters Score -6734340 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -6734871.000000 Penalty: 5303.384766
	Iteration 3Q: 3 clusters Score -6734871 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -6735461.500000 Penalty: 5303.384766
	Iteration 4Q: 3 clusters Score -6735462 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6736158.000000 Penalty: 5303.384766
	Iteration 5Q: 3 clusters Score -6736158 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -6737098.500000 Penalty: 5303.384766
	Iteration 6Q: 3 clusters Score -6737098 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6738420.000000 Penalty: 5303.384766
	Iteration 7F: 3 clusters Score -6738420 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -6740146.000000 Penalty: 5303.384766
	Iteration 8F: 3 clusters Score -6740146 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -6742185.500000 Penalty: 5303.384766
	Iteration 9F: 3 clusters Score -6742186 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -6744442.500000 Penalty: 5303.384766
	Iteration 10F: 3 clusters Score -6744442 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -6746367.000000 Penalty: 5303.384766
	Iteration 11F: 3 clusters Score -6746367 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -6747794.500000 Penalty: 5303.384766
	Iteration 12Q: 3 clusters Score -6747794 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -6748685.500000 Penalty: 5303.384766
	Iteration 13Q: 3 clusters Score -6748686 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -6749192.000000 Penalty: 5303.384766
	Iteration 14Q: 3 clusters Score -6749192 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -6749471.500000 Penalty: 5303.384766
	Iteration 15Q: 3 clusters Score -6749472 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -6749645.000000 Penalty: 5303.384766
	Iteration 16Q: 3 clusters Score -6749645 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -6749767.500000 Penalty: 5303.384766
	Iteration 17Q: 3 clusters Score -6749768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -6749855.500000 Penalty: 5303.384766
	Iteration 18Q: 3 clusters Score -6749856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -6749905.500000 Penalty: 5303.384766
	Iteration 19Q: 3 clusters Score -6749906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6749940.000000 Penalty: 5303.384766
	Iteration 20F: 3 clusters Score -6749940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -6749969.500000 Penalty: 5303.384766
	Iteration 21Q: 3 clusters Score -6749970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -6749981.500000 Penalty: 5303.384766
	Iteration 22Q: 3 clusters Score -6749982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6749995.000000 Penalty: 5303.384766
	Iteration 23Q: 3 clusters Score -6749995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -6750002.500000 Penalty: 5303.384766
	Iteration 24Q: 3 clusters Score -6750002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6750028.500000 Penalty: 5303.384766
	Iteration 25Q: 3 clusters Score -6750028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -6750034.000000 Penalty: 5303.384766
	Iteration 26Q: 3 clusters Score -6750034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -6750040.500000 Penalty: 5303.384766
	Iteration 27Q: 3 clusters Score -6750040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6750040.000000 Penalty: 5303.384766
	Iteration 28Q: 3 clusters Score -6750040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6750038.000000 Penalty: 5303.384766
	Iteration 29Q: 3 clusters Score -6750038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6750040.000000 Penalty: 5303.384766
	Iteration 30Q: 3 clusters Score -6750040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6750048.000000 Penalty: 5303.384766
	Iteration 31Q: 3 clusters Score -6750048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -6750059.000000 Penalty: 5303.384766
	Iteration 32Q: 3 clusters Score -6750059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -6750063.500000 Penalty: 5303.384766
	Iteration 33Q: 3 clusters Score -6750064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6750067.000000 Penalty: 5303.384766
	Iteration 34Q: 3 clusters Score -6750067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -6750080.500000 Penalty: 5303.384766
	Iteration 35Q: 3 clusters Score -6750080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -6750081.500000 Penalty: 5303.384766
	Iteration 36Q: 3 clusters Score -6750082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -6750088.000000 Penalty: 5303.384766
	Iteration 37Q: 3 clusters Score -6750088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -6750083.000000 Penalty: 5303.384766
	Iteration 38Q: 3 clusters Score -6750083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6750081.500000 Penalty: 5303.384766
	Iteration 39Q: 3 clusters Score -6750082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -6750083.000000 Penalty: 5303.384766
	Iteration 40F: 3 clusters Score -6750083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -81072.039062 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -81072.04 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 354 members 
Entering Unmasked Estep 
Score: -79557.578125 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -79557.58 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80001.187500 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -80001.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80464.023438 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -80464.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -80818.234375 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -80818.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81439.257812 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -81439.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81689.000000 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -81689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -81939.148438 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -81939.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82129.601562 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -82129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82241.070312 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -82241.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82344.000000 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -82344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82354.945312 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -82354.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82358.906250 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -82358.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82363.828125 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -82363.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82366.257812 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -82366.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82371.476562 Penalty: 3240.037842
	Iteration 14F: 3 clusters Score -82371.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82373.085938 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -82373.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82374.500000 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -82374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82374.500000 Penalty: 3240.037842
	Iteration 17F: 3 clusters Score -82374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 224 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 463 members 
Entering Unmasked Estep 
Score: -70322592.000000 Penalty: 126339.585938
Splitting cluster 4 changes total score from -70322768.000000 to -70322592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -30856.310547 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -30856.31 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 138 members 
Entering Unmasked Estep 
Score: -29968.359375 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -29968.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30354.296875 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -30354.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30451.478516 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -30451.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30506.582031 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -30506.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30573.060547 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -30573.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30591.541016 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -30591.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30604.265625 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -30604.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30610.113281 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -30610.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30616.203125 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -30616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30652.294922 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -30652.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30680.603516 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -30680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30686.769531 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -30686.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30688.445312 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -30688.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30688.445312 Penalty: 2838.898193
	Iteration 13F: 3 clusters Score -30688.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -308680.500000 Penalty: 1899.240356
	Iteration 0F: 2 clusters Score -308680.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -305963.843750 Penalty: 3798.480713
	Iteration 0F: 3 clusters Score -305963.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -306423.312500 Penalty: 3798.480713
	Iteration 1F: 3 clusters Score -306423.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -306595.687500 Penalty: 3798.480713
	Iteration 2F: 3 clusters Score -306595.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -306719.687500 Penalty: 3798.480713
	Iteration 3F: 3 clusters Score -306719.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -306822.500000 Penalty: 3798.480713
	Iteration 4Q: 3 clusters Score -306822.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306947.125000 Penalty: 3798.480713
	Iteration 5Q: 3 clusters Score -306947.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -307047.843750 Penalty: 3798.480713
	Iteration 6Q: 3 clusters Score -307047.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -307124.312500 Penalty: 3798.480713
	Iteration 7Q: 3 clusters Score -307124.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -307176.781250 Penalty: 3798.480713
	Iteration 8Q: 3 clusters Score -307176.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -307232.937500 Penalty: 3798.480713
	Iteration 9Q: 3 clusters Score -307232.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -307274.625000 Penalty: 3798.480713
	Iteration 10Q: 3 clusters Score -307274.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -307298.312500 Penalty: 3798.480713
	Iteration 11Q: 3 clusters Score -307298.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -307324.562500 Penalty: 3798.480713
	Iteration 12Q: 3 clusters Score -307324.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -307354.218750 Penalty: 3798.480713
	Iteration 13Q: 3 clusters Score -307354.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -307385.187500 Penalty: 3798.480713
	Iteration 14Q: 3 clusters Score -307385.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -307421.593750 Penalty: 3798.480713
	Iteration 15Q: 3 clusters Score -307421.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -307453.843750 Penalty: 3798.480713
	Iteration 16Q: 3 clusters Score -307453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -307477.812500 Penalty: 3798.480713
	Iteration 17Q: 3 clusters Score -307477.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -307499.000000 Penalty: 3798.480713
	Iteration 18Q: 3 clusters Score -307499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -307512.843750 Penalty: 3798.480713
	Iteration 19Q: 3 clusters Score -307512.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -307523.781250 Penalty: 3798.480713
	Iteration 20F: 3 clusters Score -307523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -307532.312500 Penalty: 3798.480713
	Iteration 21Q: 3 clusters Score -307532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -307542.812500 Penalty: 3798.480713
	Iteration 22Q: 3 clusters Score -307542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -307548.750000 Penalty: 3798.480713
	Iteration 23Q: 3 clusters Score -307548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -307551.375000 Penalty: 3798.480713
	Iteration 24Q: 3 clusters Score -307551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -307555.156250 Penalty: 3798.480713
	Iteration 25Q: 3 clusters Score -307555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -307555.968750 Penalty: 3798.480713
	Iteration 26Q: 3 clusters Score -307556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -307557.562500 Penalty: 3798.480713
	Iteration 27Q: 3 clusters Score -307557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -307559.125000 Penalty: 3798.480713
	Iteration 28Q: 3 clusters Score -307559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -307560.656250 Penalty: 3798.480713
	Iteration 29Q: 3 clusters Score -307560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -307562.375000 Penalty: 3798.480713
	Iteration 30Q: 3 clusters Score -307562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -307562.375000 Penalty: 3798.480713
	Iteration 31F: 3 clusters Score -307562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -117013.875000 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -117013.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115222.132812 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -115222.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115903.250000 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -115903.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116287.273438 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -116287.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -116542.023438 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -116542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -116764.140625 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -116764.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117024.218750 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -117024.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117186.125000 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -117186.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117275.476562 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -117275.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117310.921875 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -117310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -117340.390625 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -117340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -117373.281250 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -117373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117375.734375 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -117375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117385.914062 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -117385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117393.171875 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -117393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117395.492188 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -117395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117396.757812 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -117396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117396.828125 Penalty: 3431.672852
	Iteration 16F: 3 clusters Score -117396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117398.046875 Penalty: 3431.672852
	Iteration 17Q: 3 clusters Score -117398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117398.046875 Penalty: 3431.672852
	Iteration 18F: 3 clusters Score -117398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 696 members 
Entering Unmasked Estep 
Score: -70321600.000000 Penalty: 126339.585938
Splitting cluster 7 changes total score from -70322768.000000 to -70321600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -323291.500000 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -323291.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -320531.593750 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -320531.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -321061.812500 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -321061.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -321207.656250 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -321207.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -321300.375000 Penalty: 3808.449707
	Iteration 3Q: 3 clusters Score -321300.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -321362.375000 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -321362.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -321417.625000 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -321417.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321461.718750 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -321461.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -321493.718750 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -321493.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -321522.437500 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -321522.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -321537.437500 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -321537.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321564.031250 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -321564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321595.906250 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -321595.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321615.312500 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -321615.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -321634.937500 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -321634.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321653.531250 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -321653.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321675.500000 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -321675.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -321690.937500 Penalty: 3808.449707
	Iteration 16Q: 3 clusters Score -321690.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -321702.718750 Penalty: 3808.449707
	Iteration 17Q: 3 clusters Score -321702.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -321717.281250 Penalty: 3808.449707
	Iteration 18Q: 3 clusters Score -321717.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321732.468750 Penalty: 3808.449707
	Iteration 19Q: 3 clusters Score -321732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -321746.937500 Penalty: 3808.449707
	Iteration 20F: 3 clusters Score -321746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -321767.093750 Penalty: 3808.449707
	Iteration 21Q: 3 clusters Score -321767.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -321782.812500 Penalty: 3808.449707
	Iteration 22Q: 3 clusters Score -321782.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -321796.468750 Penalty: 3808.449707
	Iteration 23Q: 3 clusters Score -321796.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -321817.625000 Penalty: 3808.449707
	Iteration 24Q: 3 clusters Score -321817.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -321840.906250 Penalty: 3808.449707
	Iteration 25Q: 3 clusters Score -321840.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -321859.156250 Penalty: 3808.449707
	Iteration 26Q: 3 clusters Score -321859.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -321880.437500 Penalty: 3808.449707
	Iteration 27Q: 3 clusters Score -321880.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -321902.937500 Penalty: 3808.449707
	Iteration 28Q: 3 clusters Score -321902.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321925.468750 Penalty: 3808.449707
	Iteration 29Q: 3 clusters Score -321925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -321943.000000 Penalty: 3808.449707
	Iteration 30Q: 3 clusters Score -321943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321958.343750 Penalty: 3808.449707
	Iteration 31Q: 3 clusters Score -321958.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -321975.781250 Penalty: 3808.449707
	Iteration 32Q: 3 clusters Score -321975.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -321991.718750 Penalty: 3808.449707
	Iteration 33Q: 3 clusters Score -321991.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -322005.281250 Penalty: 3808.449707
	Iteration 34Q: 3 clusters Score -322005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -322023.156250 Penalty: 3808.449707
	Iteration 35Q: 3 clusters Score -322023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -322034.343750 Penalty: 3808.449707
	Iteration 36Q: 3 clusters Score -322034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -322039.718750 Penalty: 3808.449707
	Iteration 37Q: 3 clusters Score -322039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -322046.468750 Penalty: 3808.449707
	Iteration 38Q: 3 clusters Score -322046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -322052.625000 Penalty: 3808.449707
	Iteration 39Q: 3 clusters Score -322052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -322055.343750 Penalty: 3808.449707
	Iteration 40F: 3 clusters Score -322055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322059.031250 Penalty: 3808.449707
	Iteration 41Q: 3 clusters Score -322059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -322061.750000 Penalty: 3808.449707
	Iteration 42Q: 3 clusters Score -322061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322068.281250 Penalty: 3808.449707
	Iteration 43Q: 3 clusters Score -322068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -322070.593750 Penalty: 3808.449707
	Iteration 44Q: 3 clusters Score -322070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322072.875000 Penalty: 3808.449707
	Iteration 45Q: 3 clusters Score -322072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322072.875000 Penalty: 3808.449707
	Iteration 46F: 3 clusters Score -322072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Entering Unmasked Estep 
Score: -1482803.000000 Penalty: 2278.368408
	Iteration 0F: 2 clusters Score -1482803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1475295.875000 Penalty: 4556.736816
	Iteration 0F: 3 clusters Score -1475296 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1477549.750000 Penalty: 4556.736816
	Iteration 1F: 3 clusters Score -1477550 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1477940.625000 Penalty: 4556.736816
	Iteration 2F: 3 clusters Score -1477941 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1478342.625000 Penalty: 4556.736816
	Iteration 3F: 3 clusters Score -1478343 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1478714.375000 Penalty: 4556.736816
	Iteration 4F: 3 clusters Score -1478714 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1479044.375000 Penalty: 4556.736816
	Iteration 5F: 3 clusters Score -1479044 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1479349.500000 Penalty: 4556.736816
	Iteration 6F: 3 clusters Score -1479350 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1479640.625000 Penalty: 4556.736816
	Iteration 7Q: 3 clusters Score -1479641 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1479934.625000 Penalty: 4556.736816
	Iteration 8Q: 3 clusters Score -1479935 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1480228.875000 Penalty: 4556.736816
	Iteration 9Q: 3 clusters Score -1480229 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1480530.375000 Penalty: 4556.736816
	Iteration 10Q: 3 clusters Score -1480530 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1480797.125000 Penalty: 4556.736816
	Iteration 11Q: 3 clusters Score -1480797 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1480978.625000 Penalty: 4556.736816
	Iteration 12Q: 3 clusters Score -1480979 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1481134.500000 Penalty: 4556.736816
	Iteration 13Q: 3 clusters Score -1481134 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1481245.875000 Penalty: 4556.736816
	Iteration 14Q: 3 clusters Score -1481246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1481304.750000 Penalty: 4556.736816
	Iteration 15Q: 3 clusters Score -1481305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1481342.500000 Penalty: 4556.736816
	Iteration 16Q: 3 clusters Score -1481342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1481381.750000 Penalty: 4556.736816
	Iteration 17Q: 3 clusters Score -1481382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1481409.250000 Penalty: 4556.736816
	Iteration 18Q: 3 clusters Score -1481409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1481432.625000 Penalty: 4556.736816
	Iteration 19Q: 3 clusters Score -1481433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1481447.375000 Penalty: 4556.736816
	Iteration 20F: 3 clusters Score -1481447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1481460.125000 Penalty: 4556.736816
	Iteration 21Q: 3 clusters Score -1481460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1481465.375000 Penalty: 4556.736816
	Iteration 22Q: 3 clusters Score -1481465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1481477.625000 Penalty: 4556.736816
	Iteration 23Q: 3 clusters Score -1481478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1481489.000000 Penalty: 4556.736816
	Iteration 24Q: 3 clusters Score -1481489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1481499.375000 Penalty: 4556.736816
	Iteration 25Q: 3 clusters Score -1481499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1481511.750000 Penalty: 4556.736816
	Iteration 26Q: 3 clusters Score -1481512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1481514.875000 Penalty: 4556.736816
	Iteration 27Q: 3 clusters Score -1481515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1481519.875000 Penalty: 4556.736816
	Iteration 28Q: 3 clusters Score -1481520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1481519.750000 Penalty: 4556.736816
	Iteration 29Q: 3 clusters Score -1481520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1481521.375000 Penalty: 4556.736816
	Iteration 30Q: 3 clusters Score -1481521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1481522.750000 Penalty: 4556.736816
	Iteration 31Q: 3 clusters Score -1481523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1481524.750000 Penalty: 4556.736816
	Iteration 32Q: 3 clusters Score -1481525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1481530.750000 Penalty: 4556.736816
	Iteration 33Q: 3 clusters Score -1481531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1481533.750000 Penalty: 4556.736816
	Iteration 34Q: 3 clusters Score -1481534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1481536.750000 Penalty: 4556.736816
	Iteration 35Q: 3 clusters Score -1481537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1481536.500000 Penalty: 4556.736816
	Iteration 36Q: 3 clusters Score -1481536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1481540.500000 Penalty: 4556.736816
	Iteration 37Q: 3 clusters Score -1481540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1481540.875000 Penalty: 4556.736816
	Iteration 38Q: 3 clusters Score -1481541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1481540.750000 Penalty: 4556.736816
	Iteration 39Q: 3 clusters Score -1481541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1481546.750000 Penalty: 4556.736816
	Iteration 40F: 3 clusters Score -1481547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1481547.375000 Penalty: 4556.736816
	Iteration 41Q: 3 clusters Score -1481547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1481548.500000 Penalty: 4556.736816
	Iteration 42Q: 3 clusters Score -1481548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1481549.250000 Penalty: 4556.736816
	Iteration 43Q: 3 clusters Score -1481549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1481550.875000 Penalty: 4556.736816
	Iteration 44Q: 3 clusters Score -1481551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1481556.125000 Penalty: 4556.736816
	Iteration 45Q: 3 clusters Score -1481556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1481555.500000 Penalty: 4556.736816
	Iteration 46Q: 3 clusters Score -1481556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1481557.625000 Penalty: 4556.736816
	Iteration 47Q: 3 clusters Score -1481558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1481560.875000 Penalty: 4556.736816
	Iteration 48Q: 3 clusters Score -1481561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1481562.500000 Penalty: 4556.736816
	Iteration 49Q: 3 clusters Score -1481562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1481562.500000 Penalty: 4556.736816
	Iteration 50F: 3 clusters Score -1481562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Entering Unmasked Estep 
Score: -1265500.750000 Penalty: 2250.935303
	Iteration 0F: 2 clusters Score -1265501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1258679.875000 Penalty: 4501.870605
	Iteration 0F: 3 clusters Score -1258680 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1260552.000000 Penalty: 4501.870605
	Iteration 1F: 3 clusters Score -1260552 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1260822.875000 Penalty: 4501.870605
	Iteration 2F: 3 clusters Score -1260823 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1261046.625000 Penalty: 4501.870605
	Iteration 3Q: 3 clusters Score -1261047 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1261259.750000 Penalty: 4501.870605
	Iteration 4Q: 3 clusters Score -1261260 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1261413.625000 Penalty: 4501.870605
	Iteration 5Q: 3 clusters Score -1261414 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1261540.500000 Penalty: 4501.870605
	Iteration 6Q: 3 clusters Score -1261540 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1261654.875000 Penalty: 4501.870605
	Iteration 7Q: 3 clusters Score -1261655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1261762.000000 Penalty: 4501.870605
	Iteration 8Q: 3 clusters Score -1261762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1261886.750000 Penalty: 4501.870605
	Iteration 9Q: 3 clusters Score -1261887 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1262006.750000 Penalty: 4501.870605
	Iteration 10Q: 3 clusters Score -1262007 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1262136.625000 Penalty: 4501.870605
	Iteration 11Q: 3 clusters Score -1262137 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1262276.125000 Penalty: 4501.870605
	Iteration 12Q: 3 clusters Score -1262276 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1262434.875000 Penalty: 4501.870605
	Iteration 13Q: 3 clusters Score -1262435 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1262591.375000 Penalty: 4501.870605
	Iteration 14Q: 3 clusters Score -1262591 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1262746.250000 Penalty: 4501.870605
	Iteration 15Q: 3 clusters Score -1262746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1262880.000000 Penalty: 4501.870605
	Iteration 16Q: 3 clusters Score -1262880 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1263000.125000 Penalty: 4501.870605
	Iteration 17Q: 3 clusters Score -1263000 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1263124.000000 Penalty: 4501.870605
	Iteration 18Q: 3 clusters Score -1263124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1263225.000000 Penalty: 4501.870605
	Iteration 19Q: 3 clusters Score -1263225 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1263302.250000 Penalty: 4501.870605
	Iteration 20F: 3 clusters Score -1263302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1263381.250000 Penalty: 4501.870605
	Iteration 21Q: 3 clusters Score -1263381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1263426.750000 Penalty: 4501.870605
	Iteration 22Q: 3 clusters Score -1263427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1263469.125000 Penalty: 4501.870605
	Iteration 23Q: 3 clusters Score -1263469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1263514.375000 Penalty: 4501.870605
	Iteration 24Q: 3 clusters Score -1263514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1263554.875000 Penalty: 4501.870605
	Iteration 25Q: 3 clusters Score -1263555 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1263607.500000 Penalty: 4501.870605
	Iteration 26Q: 3 clusters Score -1263608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1263645.750000 Penalty: 4501.870605
	Iteration 27Q: 3 clusters Score -1263646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1263676.500000 Penalty: 4501.870605
	Iteration 28Q: 3 clusters Score -1263676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1263698.250000 Penalty: 4501.870605
	Iteration 29Q: 3 clusters Score -1263698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1263717.875000 Penalty: 4501.870605
	Iteration 30Q: 3 clusters Score -1263718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1263733.625000 Penalty: 4501.870605
	Iteration 31Q: 3 clusters Score -1263734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1263743.375000 Penalty: 4501.870605
	Iteration 32Q: 3 clusters Score -1263743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1263759.625000 Penalty: 4501.870605
	Iteration 33Q: 3 clusters Score -1263760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1263766.250000 Penalty: 4501.870605
	Iteration 34Q: 3 clusters Score -1263766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1263768.875000 Penalty: 4501.870605
	Iteration 35Q: 3 clusters Score -1263769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1263773.000000 Penalty: 4501.870605
	Iteration 36Q: 3 clusters Score -1263773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1263777.750000 Penalty: 4501.870605
	Iteration 37Q: 3 clusters Score -1263778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1263780.375000 Penalty: 4501.870605
	Iteration 38Q: 3 clusters Score -1263780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1263784.250000 Penalty: 4501.870605
	Iteration 39Q: 3 clusters Score -1263784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1263788.125000 Penalty: 4501.870605
	Iteration 40F: 3 clusters Score -1263788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1263794.125000 Penalty: 4501.870605
	Iteration 41Q: 3 clusters Score -1263794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1263799.625000 Penalty: 4501.870605
	Iteration 42Q: 3 clusters Score -1263800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1263805.750000 Penalty: 4501.870605
	Iteration 43Q: 3 clusters Score -1263806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1263808.625000 Penalty: 4501.870605
	Iteration 44Q: 3 clusters Score -1263809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1263810.625000 Penalty: 4501.870605
	Iteration 45Q: 3 clusters Score -1263811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1263813.250000 Penalty: 4501.870605
	Iteration 46Q: 3 clusters Score -1263813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1263818.000000 Penalty: 4501.870605
	Iteration 47Q: 3 clusters Score -1263818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1263820.750000 Penalty: 4501.870605
	Iteration 48Q: 3 clusters Score -1263821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1263821.375000 Penalty: 4501.870605
	Iteration 49Q: 3 clusters Score -1263821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1263824.875000 Penalty: 4501.870605
	Iteration 50Q: 3 clusters Score -1263825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1263830.750000 Penalty: 4501.870605
	Iteration 51Q: 3 clusters Score -1263831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1263828.875000 Penalty: 4501.870605
	Iteration 52Q: 3 clusters Score -1263829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1263832.125000 Penalty: 4501.870605
	Iteration 53Q: 3 clusters Score -1263832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1263832.750000 Penalty: 4501.870605
	Iteration 54Q: 3 clusters Score -1263833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1263831.250000 Penalty: 4501.870605
	Iteration 55Q: 3 clusters Score -1263831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1263831.250000 Penalty: 4501.870605
	Iteration 56F: 3 clusters Score -1263831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161451 members 
Entering Unmasked Estep 
Score: -24666536.000000 Penalty: 2974.005371
	Iteration 0F: 2 clusters Score -2.466654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -24560578.000000 Penalty: 5948.010742
	Iteration 0F: 3 clusters Score -2.456058e+07 nChanged 77257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -24605446.000000 Penalty: 5948.010742
	Iteration 1F: 3 clusters Score -2.460545e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -24606230.000000 Penalty: 5948.010742
	Iteration 2Q: 3 clusters Score -2.460623e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -24607300.000000 Penalty: 5948.010742
	Iteration 3Q: 3 clusters Score -2.46073e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -24608238.000000 Penalty: 5948.010742
	Iteration 4Q: 3 clusters Score -2.460824e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -24609278.000000 Penalty: 5948.010742
	Iteration 5Q: 3 clusters Score -2.460928e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -24611112.000000 Penalty: 5948.010742
	Iteration 6Q: 3 clusters Score -2.461111e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -24613754.000000 Penalty: 5948.010742
	Iteration 7Q: 3 clusters Score -2.461375e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -24617678.000000 Penalty: 5948.010742
	Iteration 8Q: 3 clusters Score -2.461768e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 111299 members 
Entering Unmasked Estep 
Score: -24624246.000000 Penalty: 5948.010742
	Iteration 9F: 3 clusters Score -2.462425e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 121320 members 
Entering Unmasked Estep 
Score: -24632810.000000 Penalty: 5948.010742
	Iteration 10F: 3 clusters Score -2.463281e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -24641838.000000 Penalty: 5948.010742
	Iteration 11F: 3 clusters Score -2.464184e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -24648836.000000 Penalty: 5948.010742
	Iteration 12F: 3 clusters Score -2.464884e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -24653554.000000 Penalty: 5948.010742
	Iteration 13Q: 3 clusters Score -2.465355e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 148857 members 
Entering Unmasked Estep 
Score: -24656566.000000 Penalty: 5948.010742
	Iteration 14Q: 3 clusters Score -2.465657e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -24658770.000000 Penalty: 5948.010742
	Iteration 15Q: 3 clusters Score -2.465877e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -24660628.000000 Penalty: 5948.010742
	Iteration 16Q: 3 clusters Score -2.466063e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -24661786.000000 Penalty: 5948.010742
	Iteration 17Q: 3 clusters Score -2.466179e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -24662684.000000 Penalty: 5948.010742
	Iteration 18Q: 3 clusters Score -2.466268e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -24663148.000000 Penalty: 5948.010742
	Iteration 19Q: 3 clusters Score -2.466315e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -24663564.000000 Penalty: 5948.010742
	Iteration 20F: 3 clusters Score -2.466356e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 160355 members 
Entering Unmasked Estep 
Score: -24663768.000000 Penalty: 5948.010742
	Iteration 21Q: 3 clusters Score -2.466377e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -24663860.000000 Penalty: 5948.010742
	Iteration 22Q: 3 clusters Score -2.466386e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -24663964.000000 Penalty: 5948.010742
	Iteration 23Q: 3 clusters Score -2.466396e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 160744 members 
Entering Unmasked Estep 
Score: -24664026.000000 Penalty: 5948.010742
	Iteration 24Q: 3 clusters Score -2.466403e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -24664086.000000 Penalty: 5948.010742
	Iteration 25Q: 3 clusters Score -2.466409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -24664108.000000 Penalty: 5948.010742
	Iteration 26Q: 3 clusters Score -2.466411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -24664126.000000 Penalty: 5948.010742
	Iteration 27Q: 3 clusters Score -2.466413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -24664126.000000 Penalty: 5948.010742
	Iteration 28Q: 3 clusters Score -2.466413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 160882 members 
Entering Unmasked Estep 
Score: -24664154.000000 Penalty: 5948.010742
	Iteration 29Q: 3 clusters Score -2.466415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 160891 members 
Entering Unmasked Estep 
Score: -24664156.000000 Penalty: 5948.010742
	Iteration 30Q: 3 clusters Score -2.466416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -24664148.000000 Penalty: 5948.010742
	Iteration 31Q: 3 clusters Score -2.466415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -24664150.000000 Penalty: 5948.010742
	Iteration 32Q: 3 clusters Score -2.466415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 160902 members 
Entering Unmasked Estep 
Score: -24664152.000000 Penalty: 5948.010742
	Iteration 33Q: 3 clusters Score -2.466415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 160904 members 
Entering Unmasked Estep 
Score: -24664158.000000 Penalty: 5948.010742
	Iteration 34Q: 3 clusters Score -2.466416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -24664160.000000 Penalty: 5948.010742
	Iteration 35Q: 3 clusters Score -2.466416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -24664160.000000 Penalty: 5948.010742
	Iteration 36Q: 3 clusters Score -2.466416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -24664164.000000 Penalty: 5948.010742
	Iteration 37Q: 3 clusters Score -2.466416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -24664164.000000 Penalty: 5948.010742
	Iteration 38Q: 3 clusters Score -2.466416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -24664164.000000 Penalty: 5948.010742
	Iteration 39F: 3 clusters Score -2.466416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -287066.500000 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -287066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -284494.718750 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -284494.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -285055.250000 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -285055.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -285259.843750 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -285259.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285434.968750 Penalty: 3765.563477
	Iteration 3F: 3 clusters Score -285435 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285596.218750 Penalty: 3765.563477
	Iteration 4F: 3 clusters Score -285596.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -285746.000000 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -285746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285877.093750 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -285877.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -285970.593750 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -285970.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286027.687500 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -286027.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286071.437500 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -286071.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286114.906250 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -286114.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -286145.125000 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -286145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286161.750000 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -286161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -286175.625000 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -286175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -286187.031250 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -286187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286196.187500 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -286196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -286207.281250 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -286207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -286211.062500 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -286211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -286215.843750 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -286215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286216.343750 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -286216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286222.437500 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -286222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -286230.031250 Penalty: 3765.563477
	Iteration 21Q: 3 clusters Score -286230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286235.312500 Penalty: 3765.563477
	Iteration 22Q: 3 clusters Score -286235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286237.843750 Penalty: 3765.563477
	Iteration 23Q: 3 clusters Score -286237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -286239.375000 Penalty: 3765.563477
	Iteration 24Q: 3 clusters Score -286239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286239.625000 Penalty: 3765.563477
	Iteration 25Q: 3 clusters Score -286239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286241.312500 Penalty: 3765.563477
	Iteration 26Q: 3 clusters Score -286241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -286242.000000 Penalty: 3765.563477
	Iteration 27Q: 3 clusters Score -286242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286242.156250 Penalty: 3765.563477
	Iteration 28Q: 3 clusters Score -286242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286242.156250 Penalty: 3765.563477
	Iteration 29F: 3 clusters Score -286242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Entering Unmasked Estep 
Score: -3064635.250000 Penalty: 2451.913574
	Iteration 0F: 2 clusters Score -3064635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3050748.250000 Penalty: 4903.827148
	Iteration 0F: 3 clusters Score -3050748 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3055282.250000 Penalty: 4903.827148
	Iteration 1F: 3 clusters Score -3055282 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3055626.750000 Penalty: 4903.827148
	Iteration 2F: 3 clusters Score -3055627 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3055871.250000 Penalty: 4903.827148
	Iteration 3Q: 3 clusters Score -3055871 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3056073.500000 Penalty: 4903.827148
	Iteration 4Q: 3 clusters Score -3056074 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3056237.500000 Penalty: 4903.827148
	Iteration 5Q: 3 clusters Score -3056238 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3056387.750000 Penalty: 4903.827148
	Iteration 6Q: 3 clusters Score -3056388 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3056529.250000 Penalty: 4903.827148
	Iteration 7Q: 3 clusters Score -3056529 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3056702.250000 Penalty: 4903.827148
	Iteration 8Q: 3 clusters Score -3056702 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3056892.000000 Penalty: 4903.827148
	Iteration 9Q: 3 clusters Score -3056892 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3057154.750000 Penalty: 4903.827148
	Iteration 10Q: 3 clusters Score -3057155 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3057561.000000 Penalty: 4903.827148
	Iteration 11Q: 3 clusters Score -3057561 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3058189.250000 Penalty: 4903.827148
	Iteration 12F: 3 clusters Score -3058189 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3059014.750000 Penalty: 4903.827148
	Iteration 13F: 3 clusters Score -3059015 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3059949.000000 Penalty: 4903.827148
	Iteration 14F: 3 clusters Score -3059949 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3060862.500000 Penalty: 4903.827148
	Iteration 15F: 3 clusters Score -3060862 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3061538.250000 Penalty: 4903.827148
	Iteration 16Q: 3 clusters Score -3061538 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3061946.750000 Penalty: 4903.827148
	Iteration 17Q: 3 clusters Score -3061947 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3062186.250000 Penalty: 4903.827148
	Iteration 18Q: 3 clusters Score -3062186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3062322.250000 Penalty: 4903.827148
	Iteration 19Q: 3 clusters Score -3062322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3062393.750000 Penalty: 4903.827148
	Iteration 20F: 3 clusters Score -3062394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3062445.750000 Penalty: 4903.827148
	Iteration 21Q: 3 clusters Score -3062446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3062472.500000 Penalty: 4903.827148
	Iteration 22Q: 3 clusters Score -3062472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3062481.750000 Penalty: 4903.827148
	Iteration 23Q: 3 clusters Score -3062482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3062483.000000 Penalty: 4903.827148
	Iteration 24Q: 3 clusters Score -3062483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3062483.500000 Penalty: 4903.827148
	Iteration 25Q: 3 clusters Score -3062484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3062489.500000 Penalty: 4903.827148
	Iteration 26Q: 3 clusters Score -3062490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3062491.500000 Penalty: 4903.827148
	Iteration 27Q: 3 clusters Score -3062492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3062491.500000 Penalty: 4903.827148
	Iteration 28F: 3 clusters Score -3062492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -67272.093750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -67272.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65802.640625 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -65802.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66044.898438 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -66044.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66143.179688 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -66143.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66205.890625 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -66205.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66214.335938 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -66214.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66221.218750 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -66221.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66226.257812 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -66226.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66229.500000 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -66229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66233.296875 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -66233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66240.515625 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -66240.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66243.062500 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -66243.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66243.062500 Penalty: 3099.987793
	Iteration 11F: 3 clusters Score -66243.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -332436.468750 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -332436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329660.000000 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -329660 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -330169.468750 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -330169.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -330316.843750 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -330316.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -330382.187500 Penalty: 3823.371826
	Iteration 3Q: 3 clusters Score -330382.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330426.187500 Penalty: 3823.371826
	Iteration 4Q: 3 clusters Score -330426.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -330472.093750 Penalty: 3823.371826
	Iteration 5Q: 3 clusters Score -330472.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -330515.531250 Penalty: 3823.371826
	Iteration 6Q: 3 clusters Score -330515.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -330552.656250 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -330552.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330590.062500 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -330590.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330618.406250 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -330618.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330650.125000 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -330650.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -330675.093750 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -330675.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330695.000000 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -330695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330715.343750 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -330715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330734.437500 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -330734.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -330750.906250 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -330750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330764.250000 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -330764.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -330778.812500 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -330778.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -330793.906250 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -330793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -330806.343750 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -330806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330816.281250 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -330816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -330832.125000 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -330832.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -330849.500000 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -330849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330870.500000 Penalty: 3823.371826
	Iteration 23Q: 3 clusters Score -330870.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330892.468750 Penalty: 3823.371826
	Iteration 24Q: 3 clusters Score -330892.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330910.125000 Penalty: 3823.371826
	Iteration 25Q: 3 clusters Score -330910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330925.593750 Penalty: 3823.371826
	Iteration 26Q: 3 clusters Score -330925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330936.687500 Penalty: 3823.371826
	Iteration 27Q: 3 clusters Score -330936.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330943.937500 Penalty: 3823.371826
	Iteration 28Q: 3 clusters Score -330943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330951.187500 Penalty: 3823.371826
	Iteration 29Q: 3 clusters Score -330951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330956.125000 Penalty: 3823.371826
	Iteration 30Q: 3 clusters Score -330956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330961.187500 Penalty: 3823.371826
	Iteration 31Q: 3 clusters Score -330961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -330965.531250 Penalty: 3823.371826
	Iteration 32Q: 3 clusters Score -330965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -330967.531250 Penalty: 3823.371826
	Iteration 33Q: 3 clusters Score -330967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330970.000000 Penalty: 3823.371826
	Iteration 34Q: 3 clusters Score -330970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330972.000000 Penalty: 3823.371826
	Iteration 35Q: 3 clusters Score -330972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330974.343750 Penalty: 3823.371826
	Iteration 36Q: 3 clusters Score -330974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330979.593750 Penalty: 3823.371826
	Iteration 37Q: 3 clusters Score -330979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -330982.718750 Penalty: 3823.371826
	Iteration 38Q: 3 clusters Score -330982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -330987.812500 Penalty: 3823.371826
	Iteration 39Q: 3 clusters Score -330987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330992.187500 Penalty: 3823.371826
	Iteration 40F: 3 clusters Score -330992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -330997.031250 Penalty: 3823.371826
	Iteration 41Q: 3 clusters Score -330997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -331000.750000 Penalty: 3823.371826
	Iteration 42Q: 3 clusters Score -331000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -331004.500000 Penalty: 3823.371826
	Iteration 43Q: 3 clusters Score -331004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -331006.718750 Penalty: 3823.371826
	Iteration 44Q: 3 clusters Score -331006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -331008.000000 Penalty: 3823.371826
	Iteration 45Q: 3 clusters Score -331008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -331008.000000 Penalty: 3823.371826
	Iteration 46F: 3 clusters Score -331008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -209925.187500 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -209925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -207685.937500 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -207685.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -208103.968750 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -208104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -208268.984375 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -208269 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208386.953125 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -208387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208448.515625 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -208448.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -208514.703125 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -208514.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208581.250000 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -208581.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208651.250000 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -208651.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -208735.984375 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -208736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -208815.328125 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -208815.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -208936.843750 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -208936.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -209053.812500 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -209053.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -209163.140625 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -209163.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -209234.750000 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -209234.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -209276.703125 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -209276.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209307.328125 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -209307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209340.906250 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -209340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209363.015625 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -209363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -209368.937500 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -209368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -209375.625000 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -209375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -209385.937500 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -209385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209402.703125 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -209402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209409.468750 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -209409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -209414.812500 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -209414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209417.750000 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -209417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -209422.953125 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -209423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209426.187500 Penalty: 3622.706055
	Iteration 26Q: 3 clusters Score -209426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -209427.156250 Penalty: 3622.706055
	Iteration 27Q: 3 clusters Score -209427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209428.062500 Penalty: 3622.706055
	Iteration 28Q: 3 clusters Score -209428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209428.062500 Penalty: 3622.706055
	Iteration 29F: 3 clusters Score -209428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -323104.093750 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -323104.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -320336.718750 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -320336.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -320881.781250 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -320881.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321069.781250 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -321069.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -321178.218750 Penalty: 3815.740723
	Iteration 3Q: 3 clusters Score -321178.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321264.093750 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -321264.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -321333.156250 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -321333.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -321389.312500 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -321389.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -321447.593750 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -321447.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321484.656250 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -321484.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -321514.562500 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -321514.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -321531.843750 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -321531.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321544.906250 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -321544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -321561.312500 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -321561.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321574.406250 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -321574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321591.750000 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -321591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -321605.875000 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -321605.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -321616.062500 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -321616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321625.468750 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -321625.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321631.500000 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -321631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -321633.437500 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -321633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321637.250000 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -321637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321639.968750 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -321640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -321642.062500 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -321642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -321644.156250 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -321644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -321646.062500 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -321646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -321650.000000 Penalty: 3815.740723
	Iteration 25Q: 3 clusters Score -321650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -321654.656250 Penalty: 3815.740723
	Iteration 26Q: 3 clusters Score -321654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -321659.343750 Penalty: 3815.740723
	Iteration 27Q: 3 clusters Score -321659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -321661.812500 Penalty: 3815.740723
	Iteration 28Q: 3 clusters Score -321661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -321666.187500 Penalty: 3815.740723
	Iteration 29Q: 3 clusters Score -321666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -321671.437500 Penalty: 3815.740723
	Iteration 30Q: 3 clusters Score -321671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -321677.968750 Penalty: 3815.740723
	Iteration 31Q: 3 clusters Score -321678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -321679.906250 Penalty: 3815.740723
	Iteration 32Q: 3 clusters Score -321679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -321681.718750 Penalty: 3815.740723
	Iteration 33Q: 3 clusters Score -321681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321684.718750 Penalty: 3815.740723
	Iteration 34Q: 3 clusters Score -321684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321684.718750 Penalty: 3815.740723
	Iteration 35F: 3 clusters Score -321684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Entering Unmasked Estep 
Score: -1401470.250000 Penalty: 2259.655518
	Iteration 0F: 2 clusters Score -1401470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1394363.625000 Penalty: 4519.311035
	Iteration 0F: 3 clusters Score -1394364 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1396366.000000 Penalty: 4519.311035
	Iteration 1F: 3 clusters Score -1396366 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1396644.750000 Penalty: 4519.311035
	Iteration 2F: 3 clusters Score -1396645 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1396836.500000 Penalty: 4519.311035
	Iteration 3F: 3 clusters Score -1396836 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1396959.625000 Penalty: 4519.311035
	Iteration 4Q: 3 clusters Score -1396960 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1397047.375000 Penalty: 4519.311035
	Iteration 5Q: 3 clusters Score -1397047 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1397118.750000 Penalty: 4519.311035
	Iteration 6Q: 3 clusters Score -1397119 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1397188.625000 Penalty: 4519.311035
	Iteration 7Q: 3 clusters Score -1397189 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1397244.875000 Penalty: 4519.311035
	Iteration 8Q: 3 clusters Score -1397245 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1397320.750000 Penalty: 4519.311035
	Iteration 9Q: 3 clusters Score -1397321 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1397397.375000 Penalty: 4519.311035
	Iteration 10Q: 3 clusters Score -1397397 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1397463.500000 Penalty: 4519.311035
	Iteration 11Q: 3 clusters Score -1397464 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1397533.500000 Penalty: 4519.311035
	Iteration 12Q: 3 clusters Score -1397534 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1397644.875000 Penalty: 4519.311035
	Iteration 13Q: 3 clusters Score -1397645 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1397771.500000 Penalty: 4519.311035
	Iteration 14Q: 3 clusters Score -1397772 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1397913.625000 Penalty: 4519.311035
	Iteration 15Q: 3 clusters Score -1397914 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1398081.500000 Penalty: 4519.311035
	Iteration 16Q: 3 clusters Score -1398082 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1398282.625000 Penalty: 4519.311035
	Iteration 17Q: 3 clusters Score -1398283 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1398501.000000 Penalty: 4519.311035
	Iteration 18Q: 3 clusters Score -1398501 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1398732.125000 Penalty: 4519.311035
	Iteration 19Q: 3 clusters Score -1398732 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1398944.000000 Penalty: 4519.311035
	Iteration 20F: 3 clusters Score -1398944 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1399138.625000 Penalty: 4519.311035
	Iteration 21Q: 3 clusters Score -1399139 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1399256.375000 Penalty: 4519.311035
	Iteration 22Q: 3 clusters Score -1399256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1399316.250000 Penalty: 4519.311035
	Iteration 23Q: 3 clusters Score -1399316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1399359.875000 Penalty: 4519.311035
	Iteration 24Q: 3 clusters Score -1399360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1399402.250000 Penalty: 4519.311035
	Iteration 25Q: 3 clusters Score -1399402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1399453.000000 Penalty: 4519.311035
	Iteration 26Q: 3 clusters Score -1399453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1399491.250000 Penalty: 4519.311035
	Iteration 27Q: 3 clusters Score -1399491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1399514.750000 Penalty: 4519.311035
	Iteration 28Q: 3 clusters Score -1399515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1399533.250000 Penalty: 4519.311035
	Iteration 29Q: 3 clusters Score -1399533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1399551.500000 Penalty: 4519.311035
	Iteration 30Q: 3 clusters Score -1399552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1399563.000000 Penalty: 4519.311035
	Iteration 31Q: 3 clusters Score -1399563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1399564.625000 Penalty: 4519.311035
	Iteration 32Q: 3 clusters Score -1399565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1399568.500000 Penalty: 4519.311035
	Iteration 33Q: 3 clusters Score -1399568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1399568.500000 Penalty: 4519.311035
	Iteration 34F: 3 clusters Score -1399568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -48745.835938 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -48745.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47563.191406 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -47563.19 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48082.148438 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -48082.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48350.179688 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -48350.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -48501.535156 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -48501.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -48553.644531 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -48553.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -48592.601562 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -48592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -48632.730469 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -48632.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -48636.304688 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -48636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -48636.304688 Penalty: 2973.004883
	Iteration 8F: 3 clusters Score -48636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -84398.671875 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -84398.67 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 301 members 
Entering Unmasked Estep 
Score: -82859.117188 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -82859.12 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83164.328125 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -83164.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83294.546875 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -83294.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83357.789062 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -83357.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83403.523438 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -83403.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83434.078125 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -83434.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -83497.781250 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -83497.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -83529.929688 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -83529.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -83569.148438 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -83569.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -83582.906250 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -83582.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -83589.523438 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -83589.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -83595.132812 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -83595.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83601.687500 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -83601.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83613.843750 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -83613.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83621.226562 Penalty: 3207.207764
	Iteration 14F: 3 clusters Score -83621.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -83647.484375 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -83647.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -83649.164062 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -83649.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -83649.164062 Penalty: 3207.207764
	Iteration 17F: 3 clusters Score -83649.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -22513.339844 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -22513.34 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 94 members 
Entering Unmasked Estep 
Score: -21542.464844 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -21542.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21634.046875 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -21634.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21682.298828 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -21682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21712.291016 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -21712.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21729.935547 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -21729.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21739.126953 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -21739.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21742.957031 Penalty: 2615.407959
	Iteration 6Q: 3 clusters Score -21742.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21745.207031 Penalty: 2615.407959
	Iteration 7Q: 3 clusters Score -21745.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21745.207031 Penalty: 2615.407959
	Iteration 8F: 3 clusters Score -21745.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -33521.296875 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -33521.3 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 150 members 
Entering Unmasked Estep 
Score: -32458.978516 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -32458.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32723.808594 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -32723.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32894.792969 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -32894.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -33178.746094 Penalty: 2835.645752
	Iteration 3F: 3 clusters Score -33178.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33283.175781 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -33283.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -33307.878906 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -33307.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -33321.613281 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -33321.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -33324.378906 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -33324.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33326.769531 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -33326.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33330.812500 Penalty: 2835.645752
	Iteration 9F: 3 clusters Score -33330.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -33376.042969 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -33376.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -33376.042969 Penalty: 2835.645752
	Iteration 11F: 3 clusters Score -33376.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Entering Unmasked Estep 
Score: -1753331.875000 Penalty: 2322.230713
	Iteration 0F: 2 clusters Score -1753332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1744655.625000 Penalty: 4644.461426
	Iteration 0F: 3 clusters Score -1744656 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1747294.250000 Penalty: 4644.461426
	Iteration 1F: 3 clusters Score -1747294 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1747666.375000 Penalty: 4644.461426
	Iteration 2F: 3 clusters Score -1747666 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1747935.625000 Penalty: 4644.461426
	Iteration 3F: 3 clusters Score -1747936 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1748157.250000 Penalty: 4644.461426
	Iteration 4Q: 3 clusters Score -1748157 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1748335.125000 Penalty: 4644.461426
	Iteration 5Q: 3 clusters Score -1748335 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1748503.000000 Penalty: 4644.461426
	Iteration 6Q: 3 clusters Score -1748503 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1748626.625000 Penalty: 4644.461426
	Iteration 7Q: 3 clusters Score -1748627 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1748731.250000 Penalty: 4644.461426
	Iteration 8Q: 3 clusters Score -1748731 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1748823.625000 Penalty: 4644.461426
	Iteration 9Q: 3 clusters Score -1748824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1748891.250000 Penalty: 4644.461426
	Iteration 10Q: 3 clusters Score -1748891 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1748966.500000 Penalty: 4644.461426
	Iteration 11Q: 3 clusters Score -1748966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1749046.875000 Penalty: 4644.461426
	Iteration 12Q: 3 clusters Score -1749047 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1749151.250000 Penalty: 4644.461426
	Iteration 13Q: 3 clusters Score -1749151 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1749293.375000 Penalty: 4644.461426
	Iteration 14Q: 3 clusters Score -1749293 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1749478.375000 Penalty: 4644.461426
	Iteration 15Q: 3 clusters Score -1749478 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1749692.125000 Penalty: 4644.461426
	Iteration 16Q: 3 clusters Score -1749692 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1749889.500000 Penalty: 4644.461426
	Iteration 17Q: 3 clusters Score -1749890 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1750034.500000 Penalty: 4644.461426
	Iteration 18Q: 3 clusters Score -1750034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1750152.500000 Penalty: 4644.461426
	Iteration 19Q: 3 clusters Score -1750152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1750261.625000 Penalty: 4644.461426
	Iteration 20F: 3 clusters Score -1750262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1750371.125000 Penalty: 4644.461426
	Iteration 21Q: 3 clusters Score -1750371 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1750423.375000 Penalty: 4644.461426
	Iteration 22Q: 3 clusters Score -1750423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1750463.000000 Penalty: 4644.461426
	Iteration 23Q: 3 clusters Score -1750463 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1750484.625000 Penalty: 4644.461426
	Iteration 24Q: 3 clusters Score -1750485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1750502.625000 Penalty: 4644.461426
	Iteration 25Q: 3 clusters Score -1750503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1750510.375000 Penalty: 4644.461426
	Iteration 26Q: 3 clusters Score -1750510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1750527.875000 Penalty: 4644.461426
	Iteration 27Q: 3 clusters Score -1750528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1750529.750000 Penalty: 4644.461426
	Iteration 28Q: 3 clusters Score -1750530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1750545.000000 Penalty: 4644.461426
	Iteration 29Q: 3 clusters Score -1750545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1750558.125000 Penalty: 4644.461426
	Iteration 30Q: 3 clusters Score -1750558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1750570.875000 Penalty: 4644.461426
	Iteration 31Q: 3 clusters Score -1750571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1750575.750000 Penalty: 4644.461426
	Iteration 32Q: 3 clusters Score -1750576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1750585.000000 Penalty: 4644.461426
	Iteration 33Q: 3 clusters Score -1750585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1750591.875000 Penalty: 4644.461426
	Iteration 34Q: 3 clusters Score -1750592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1750592.625000 Penalty: 4644.461426
	Iteration 35Q: 3 clusters Score -1750593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1750597.250000 Penalty: 4644.461426
	Iteration 36Q: 3 clusters Score -1750597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1750600.625000 Penalty: 4644.461426
	Iteration 37Q: 3 clusters Score -1750601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1750601.000000 Penalty: 4644.461426
	Iteration 38Q: 3 clusters Score -1750601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1750607.125000 Penalty: 4644.461426
	Iteration 39Q: 3 clusters Score -1750607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1750613.375000 Penalty: 4644.461426
	Iteration 40F: 3 clusters Score -1750613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1750626.375000 Penalty: 4644.461426
	Iteration 41Q: 3 clusters Score -1750626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1750641.875000 Penalty: 4644.461426
	Iteration 42Q: 3 clusters Score -1750642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1750658.750000 Penalty: 4644.461426
	Iteration 43Q: 3 clusters Score -1750659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1750678.250000 Penalty: 4644.461426
	Iteration 44Q: 3 clusters Score -1750678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1750693.625000 Penalty: 4644.461426
	Iteration 45Q: 3 clusters Score -1750694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1750706.250000 Penalty: 4644.461426
	Iteration 46Q: 3 clusters Score -1750706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1750715.875000 Penalty: 4644.461426
	Iteration 47Q: 3 clusters Score -1750716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1750724.625000 Penalty: 4644.461426
	Iteration 48Q: 3 clusters Score -1750725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1750737.875000 Penalty: 4644.461426
	Iteration 49Q: 3 clusters Score -1750738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1750745.750000 Penalty: 4644.461426
	Iteration 50Q: 3 clusters Score -1750746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1750759.625000 Penalty: 4644.461426
	Iteration 51Q: 3 clusters Score -1750760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1750768.125000 Penalty: 4644.461426
	Iteration 52Q: 3 clusters Score -1750768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1750777.000000 Penalty: 4644.461426
	Iteration 53Q: 3 clusters Score -1750777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1750783.000000 Penalty: 4644.461426
	Iteration 54Q: 3 clusters Score -1750783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1750792.125000 Penalty: 4644.461426
	Iteration 55Q: 3 clusters Score -1750792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1750804.625000 Penalty: 4644.461426
	Iteration 56Q: 3 clusters Score -1750805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1750822.500000 Penalty: 4644.461426
	Iteration 57Q: 3 clusters Score -1750822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1750835.250000 Penalty: 4644.461426
	Iteration 58Q: 3 clusters Score -1750835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1750847.375000 Penalty: 4644.461426
	Iteration 59Q: 3 clusters Score -1750847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1750871.625000 Penalty: 4644.461426
	Iteration 60F: 3 clusters Score -1750872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1750898.000000 Penalty: 4644.461426
	Iteration 61Q: 3 clusters Score -1750898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1750913.500000 Penalty: 4644.461426
	Iteration 62Q: 3 clusters Score -1750914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1750935.250000 Penalty: 4644.461426
	Iteration 63Q: 3 clusters Score -1750935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1750952.500000 Penalty: 4644.461426
	Iteration 64Q: 3 clusters Score -1750952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1750974.125000 Penalty: 4644.461426
	Iteration 65Q: 3 clusters Score -1750974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1751002.250000 Penalty: 4644.461426
	Iteration 66Q: 3 clusters Score -1751002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1751018.500000 Penalty: 4644.461426
	Iteration 67Q: 3 clusters Score -1751018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1751040.750000 Penalty: 4644.461426
	Iteration 68Q: 3 clusters Score -1751041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1751056.750000 Penalty: 4644.461426
	Iteration 69Q: 3 clusters Score -1751057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1751072.500000 Penalty: 4644.461426
	Iteration 70Q: 3 clusters Score -1751072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1751092.500000 Penalty: 4644.461426
	Iteration 71Q: 3 clusters Score -1751092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1751105.125000 Penalty: 4644.461426
	Iteration 72Q: 3 clusters Score -1751105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1751121.750000 Penalty: 4644.461426
	Iteration 73Q: 3 clusters Score -1751122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1751128.000000 Penalty: 4644.461426
	Iteration 74Q: 3 clusters Score -1751128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1751139.125000 Penalty: 4644.461426
	Iteration 75Q: 3 clusters Score -1751139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1751148.750000 Penalty: 4644.461426
	Iteration 76Q: 3 clusters Score -1751149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1751157.250000 Penalty: 4644.461426
	Iteration 77Q: 3 clusters Score -1751157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1751162.625000 Penalty: 4644.461426
	Iteration 78Q: 3 clusters Score -1751163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1751171.125000 Penalty: 4644.461426
	Iteration 79Q: 3 clusters Score -1751171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1751176.000000 Penalty: 4644.461426
	Iteration 80F: 3 clusters Score -1751176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1751181.500000 Penalty: 4644.461426
	Iteration 81Q: 3 clusters Score -1751182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1751184.875000 Penalty: 4644.461426
	Iteration 82Q: 3 clusters Score -1751185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1751186.750000 Penalty: 4644.461426
	Iteration 83Q: 3 clusters Score -1751187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1751190.375000 Penalty: 4644.461426
	Iteration 84Q: 3 clusters Score -1751190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1751191.125000 Penalty: 4644.461426
	Iteration 85Q: 3 clusters Score -1751191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1751195.000000 Penalty: 4644.461426
	Iteration 86Q: 3 clusters Score -1751195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1751198.000000 Penalty: 4644.461426
	Iteration 87Q: 3 clusters Score -1751198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1751203.375000 Penalty: 4644.461426
	Iteration 88Q: 3 clusters Score -1751203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1751207.625000 Penalty: 4644.461426
	Iteration 89Q: 3 clusters Score -1751208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1751209.625000 Penalty: 4644.461426
	Iteration 90Q: 3 clusters Score -1751210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1751212.875000 Penalty: 4644.461426
	Iteration 91Q: 3 clusters Score -1751213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1751217.500000 Penalty: 4644.461426
	Iteration 92Q: 3 clusters Score -1751218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1751220.750000 Penalty: 4644.461426
	Iteration 93Q: 3 clusters Score -1751221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1751222.000000 Penalty: 4644.461426
	Iteration 94Q: 3 clusters Score -1751222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1751223.375000 Penalty: 4644.461426
	Iteration 95Q: 3 clusters Score -1751223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1751225.625000 Penalty: 4644.461426
	Iteration 96Q: 3 clusters Score -1751226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1751226.625000 Penalty: 4644.461426
	Iteration 97Q: 3 clusters Score -1751227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1751227.500000 Penalty: 4644.461426
	Iteration 98Q: 3 clusters Score -1751228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1751231.125000 Penalty: 4644.461426
	Iteration 99Q: 3 clusters Score -1751231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1751230.125000 Penalty: 4644.461426
	Iteration 100F: 3 clusters Score -1751230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -87912.320312 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -87912.32 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 328 members 
Entering Unmasked Estep 
Score: -86297.101562 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -86297.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86684.328125 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -86684.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86842.140625 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -86842.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87051.875000 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -87051.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87393.375000 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -87393.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87887.156250 Penalty: 3240.037842
	Iteration 5F: 3 clusters Score -87887.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88288.281250 Penalty: 3240.037842
	Iteration 6F: 3 clusters Score -88288.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88602.484375 Penalty: 3240.037842
	Iteration 7F: 3 clusters Score -88602.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88750.515625 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -88750.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88865.101562 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -88865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88925.015625 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -88925.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88961.828125 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -88961.83 nChanged 2
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: -88970.796875 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -88970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88974.335938 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -88974.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88976.398438 Penalty: 3240.037842
	Iteration 14F: 3 clusters Score -88976.4 nChanged 1
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: -88985.015625 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -88985.02 nChanged 0
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: -88985.015625 Penalty: 3240.037842
	Iteration 16F: 3 clusters Score -88985.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 417 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 270 members 
Entering Unmasked Estep 
Score: -70322280.000000 Penalty: 126339.585938
Splitting cluster 24 changes total score from -70322768.000000 to -70322280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (36339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Entering Unmasked Estep 
Score: -5529302.500000 Penalty: 2604.160400
	Iteration 0F: 2 clusters Score -5529302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -5504875.500000 Penalty: 5208.320801
	Iteration 0F: 3 clusters Score -5504876 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -5513666.000000 Penalty: 5208.320801
	Iteration 1F: 3 clusters Score -5513666 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5514200.500000 Penalty: 5208.320801
	Iteration 2Q: 3 clusters Score -5514200 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5514728.500000 Penalty: 5208.320801
	Iteration 3Q: 3 clusters Score -5514728 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5515302.000000 Penalty: 5208.320801
	Iteration 4Q: 3 clusters Score -5515302 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5515980.500000 Penalty: 5208.320801
	Iteration 5Q: 3 clusters Score -5515980 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -5516953.000000 Penalty: 5208.320801
	Iteration 6Q: 3 clusters Score -5516953 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5518210.000000 Penalty: 5208.320801
	Iteration 7F: 3 clusters Score -5518210 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -5519800.000000 Penalty: 5208.320801
	Iteration 8F: 3 clusters Score -5519800 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -5521627.000000 Penalty: 5208.320801
	Iteration 9F: 3 clusters Score -5521627 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -5523385.000000 Penalty: 5208.320801
	Iteration 10F: 3 clusters Score -5523385 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5524897.500000 Penalty: 5208.320801
	Iteration 11Q: 3 clusters Score -5524898 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5525862.000000 Penalty: 5208.320801
	Iteration 12Q: 3 clusters Score -5525862 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5526452.500000 Penalty: 5208.320801
	Iteration 13Q: 3 clusters Score -5526452 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -5526774.500000 Penalty: 5208.320801
	Iteration 14Q: 3 clusters Score -5526774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -5526933.500000 Penalty: 5208.320801
	Iteration 15Q: 3 clusters Score -5526934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -5527035.000000 Penalty: 5208.320801
	Iteration 16Q: 3 clusters Score -5527035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5527089.500000 Penalty: 5208.320801
	Iteration 17Q: 3 clusters Score -5527090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -5527124.500000 Penalty: 5208.320801
	Iteration 18Q: 3 clusters Score -5527124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -5527151.000000 Penalty: 5208.320801
	Iteration 19Q: 3 clusters Score -5527151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5527168.500000 Penalty: 5208.320801
	Iteration 20F: 3 clusters Score -5527168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -5527188.000000 Penalty: 5208.320801
	Iteration 21Q: 3 clusters Score -5527188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5527196.000000 Penalty: 5208.320801
	Iteration 22Q: 3 clusters Score -5527196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5527202.000000 Penalty: 5208.320801
	Iteration 23Q: 3 clusters Score -5527202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5527201.500000 Penalty: 5208.320801
	Iteration 24Q: 3 clusters Score -5527202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5527211.000000 Penalty: 5208.320801
	Iteration 25Q: 3 clusters Score -5527211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5527229.000000 Penalty: 5208.320801
	Iteration 26Q: 3 clusters Score -5527229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -5527227.500000 Penalty: 5208.320801
	Iteration 27Q: 3 clusters Score -5527228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -5527226.500000 Penalty: 5208.320801
	Iteration 28Q: 3 clusters Score -5527226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5527228.000000 Penalty: 5208.320801
	Iteration 29Q: 3 clusters Score -5527228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5527228.000000 Penalty: 5208.320801
	Iteration 30F: 3 clusters Score -5527228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -648804.500000 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -648804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -644700.937500 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -644700.9 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -645629.250000 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -645629.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -645988.687500 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -645988.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -646355.625000 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -646355.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -646600.812500 Penalty: 4154.655273
	Iteration 4F: 3 clusters Score -646600.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -646800.812500 Penalty: 4154.655273
	Iteration 5F: 3 clusters Score -646800.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -646997.937500 Penalty: 4154.655273
	Iteration 6F: 3 clusters Score -646997.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -647219.062500 Penalty: 4154.655273
	Iteration 7F: 3 clusters Score -647219.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -647415.250000 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -647415.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -647622.500000 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -647622.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -647789.062500 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -647789.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -647926.062500 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -647926.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -648012.875000 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -648012.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -648075.937500 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -648075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -648123.562500 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -648123.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -648162.687500 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -648162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -648184.937500 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -648184.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -648199.812500 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -648199.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -648216.750000 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -648216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -648226.375000 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -648226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -648236.687500 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -648236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -648243.125000 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -648243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -648256.500000 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -648256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -648266.937500 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -648266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -648269.437500 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -648269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -648276.562500 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -648276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -648277.375000 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -648277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -648278.875000 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -648278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -648279.062500 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -648279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -648282.000000 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -648282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -648284.562500 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -648284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -648284.875000 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -648284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -648284.875000 Penalty: 4154.655273
	Iteration 32F: 3 clusters Score -648284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -729334.062500 Penalty: 2111.817139
	Iteration 0F: 2 clusters Score -729334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -724796.625000 Penalty: 4223.634277
	Iteration 0F: 3 clusters Score -724796.6 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -725843.187500 Penalty: 4223.634277
	Iteration 1F: 3 clusters Score -725843.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -726044.125000 Penalty: 4223.634277
	Iteration 2F: 3 clusters Score -726044.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -726184.437500 Penalty: 4223.634277
	Iteration 3F: 3 clusters Score -726184.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -726282.000000 Penalty: 4223.634277
	Iteration 4Q: 3 clusters Score -726282 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -726358.875000 Penalty: 4223.634277
	Iteration 5Q: 3 clusters Score -726358.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -726420.000000 Penalty: 4223.634277
	Iteration 6Q: 3 clusters Score -726420 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -726473.437500 Penalty: 4223.634277
	Iteration 7Q: 3 clusters Score -726473.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -726524.312500 Penalty: 4223.634277
	Iteration 8Q: 3 clusters Score -726524.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -726574.000000 Penalty: 4223.634277
	Iteration 9Q: 3 clusters Score -726574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -726609.187500 Penalty: 4223.634277
	Iteration 10Q: 3 clusters Score -726609.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -726640.062500 Penalty: 4223.634277
	Iteration 11Q: 3 clusters Score -726640.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -726665.062500 Penalty: 4223.634277
	Iteration 12Q: 3 clusters Score -726665.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -726691.937500 Penalty: 4223.634277
	Iteration 13Q: 3 clusters Score -726691.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -726712.250000 Penalty: 4223.634277
	Iteration 14Q: 3 clusters Score -726712.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -726734.000000 Penalty: 4223.634277
	Iteration 15Q: 3 clusters Score -726734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -726754.812500 Penalty: 4223.634277
	Iteration 16Q: 3 clusters Score -726754.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -726773.500000 Penalty: 4223.634277
	Iteration 17Q: 3 clusters Score -726773.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -726786.375000 Penalty: 4223.634277
	Iteration 18Q: 3 clusters Score -726786.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -726795.437500 Penalty: 4223.634277
	Iteration 19Q: 3 clusters Score -726795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -726799.312500 Penalty: 4223.634277
	Iteration 20F: 3 clusters Score -726799.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -726807.875000 Penalty: 4223.634277
	Iteration 21Q: 3 clusters Score -726807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -726815.250000 Penalty: 4223.634277
	Iteration 22Q: 3 clusters Score -726815.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -726822.437500 Penalty: 4223.634277
	Iteration 23Q: 3 clusters Score -726822.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -726830.812500 Penalty: 4223.634277
	Iteration 24Q: 3 clusters Score -726830.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -726838.187500 Penalty: 4223.634277
	Iteration 25Q: 3 clusters Score -726838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -726846.562500 Penalty: 4223.634277
	Iteration 26Q: 3 clusters Score -726846.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -726853.437500 Penalty: 4223.634277
	Iteration 27Q: 3 clusters Score -726853.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -726860.562500 Penalty: 4223.634277
	Iteration 28Q: 3 clusters Score -726860.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -726868.125000 Penalty: 4223.634277
	Iteration 29Q: 3 clusters Score -726868.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -726873.750000 Penalty: 4223.634277
	Iteration 30Q: 3 clusters Score -726873.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -726879.375000 Penalty: 4223.634277
	Iteration 31Q: 3 clusters Score -726879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -726886.562500 Penalty: 4223.634277
	Iteration 32Q: 3 clusters Score -726886.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -726898.000000 Penalty: 4223.634277
	Iteration 33Q: 3 clusters Score -726898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -726906.937500 Penalty: 4223.634277
	Iteration 34Q: 3 clusters Score -726906.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -726921.000000 Penalty: 4223.634277
	Iteration 35Q: 3 clusters Score -726921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -726934.562500 Penalty: 4223.634277
	Iteration 36Q: 3 clusters Score -726934.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -726953.250000 Penalty: 4223.634277
	Iteration 37Q: 3 clusters Score -726953.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -726972.500000 Penalty: 4223.634277
	Iteration 38Q: 3 clusters Score -726972.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -726994.187500 Penalty: 4223.634277
	Iteration 39Q: 3 clusters Score -726994.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -727026.875000 Penalty: 4223.634277
	Iteration 40F: 3 clusters Score -727026.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -727057.562500 Penalty: 4223.634277
	Iteration 41Q: 3 clusters Score -727057.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -727085.375000 Penalty: 4223.634277
	Iteration 42Q: 3 clusters Score -727085.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -727119.687500 Penalty: 4223.634277
	Iteration 43Q: 3 clusters Score -727119.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -727150.937500 Penalty: 4223.634277
	Iteration 44Q: 3 clusters Score -727150.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -727186.375000 Penalty: 4223.634277
	Iteration 45Q: 3 clusters Score -727186.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -727224.187500 Penalty: 4223.634277
	Iteration 46Q: 3 clusters Score -727224.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -727260.250000 Penalty: 4223.634277
	Iteration 47Q: 3 clusters Score -727260.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -727300.812500 Penalty: 4223.634277
	Iteration 48Q: 3 clusters Score -727300.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -727336.250000 Penalty: 4223.634277
	Iteration 49Q: 3 clusters Score -727336.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -727385.750000 Penalty: 4223.634277
	Iteration 50Q: 3 clusters Score -727385.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -727430.312500 Penalty: 4223.634277
	Iteration 51Q: 3 clusters Score -727430.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -727468.125000 Penalty: 4223.634277
	Iteration 52Q: 3 clusters Score -727468.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -727506.625000 Penalty: 4223.634277
	Iteration 53Q: 3 clusters Score -727506.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -727531.000000 Penalty: 4223.634277
	Iteration 54Q: 3 clusters Score -727531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -727555.312500 Penalty: 4223.634277
	Iteration 55Q: 3 clusters Score -727555.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -727570.125000 Penalty: 4223.634277
	Iteration 56Q: 3 clusters Score -727570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -727580.812500 Penalty: 4223.634277
	Iteration 57Q: 3 clusters Score -727580.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -727590.250000 Penalty: 4223.634277
	Iteration 58Q: 3 clusters Score -727590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -727602.312500 Penalty: 4223.634277
	Iteration 59Q: 3 clusters Score -727602.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -727616.375000 Penalty: 4223.634277
	Iteration 60F: 3 clusters Score -727616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -727620.375000 Penalty: 4223.634277
	Iteration 61Q: 3 clusters Score -727620.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -727628.375000 Penalty: 4223.634277
	Iteration 62Q: 3 clusters Score -727628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -727634.125000 Penalty: 4223.634277
	Iteration 63Q: 3 clusters Score -727634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -727637.812500 Penalty: 4223.634277
	Iteration 64Q: 3 clusters Score -727637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -727638.687500 Penalty: 4223.634277
	Iteration 65Q: 3 clusters Score -727638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -727640.687500 Penalty: 4223.634277
	Iteration 66Q: 3 clusters Score -727640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -727643.000000 Penalty: 4223.634277
	Iteration 67Q: 3 clusters Score -727643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -727644.375000 Penalty: 4223.634277
	Iteration 68Q: 3 clusters Score -727644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -727644.125000 Penalty: 4223.634277
	Iteration 69Q: 3 clusters Score -727644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -727647.312500 Penalty: 4223.634277
	Iteration 70Q: 3 clusters Score -727647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -727649.250000 Penalty: 4223.634277
	Iteration 71Q: 3 clusters Score -727649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -727649.437500 Penalty: 4223.634277
	Iteration 72Q: 3 clusters Score -727649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -727648.750000 Penalty: 4223.634277
	Iteration 73Q: 3 clusters Score -727648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -727648.750000 Penalty: 4223.634277
	Iteration 74F: 3 clusters Score -727648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (94635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Entering Unmasked Estep 
Score: -14542550.000000 Penalty: 2841.530029
	Iteration 0F: 2 clusters Score -1.454255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -14479452.000000 Penalty: 5683.060059
	Iteration 0F: 3 clusters Score -1.447945e+07 nChanged 44702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -14505477.000000 Penalty: 5683.060059
	Iteration 1F: 3 clusters Score -1.450548e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -14507318.000000 Penalty: 5683.060059
	Iteration 2Q: 3 clusters Score -1.450732e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -14509911.000000 Penalty: 5683.060059
	Iteration 3F: 3 clusters Score -1.450991e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -14513609.000000 Penalty: 5683.060059
	Iteration 4F: 3 clusters Score -1.451361e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -14518348.000000 Penalty: 5683.060059
	Iteration 5F: 3 clusters Score -1.451835e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -14522809.000000 Penalty: 5683.060059
	Iteration 6F: 3 clusters Score -1.452281e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -14526539.000000 Penalty: 5683.060059
	Iteration 7F: 3 clusters Score -1.452654e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -14528915.000000 Penalty: 5683.060059
	Iteration 8Q: 3 clusters Score -1.452892e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -14530087.000000 Penalty: 5683.060059
	Iteration 9Q: 3 clusters Score -1.453009e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -14530830.000000 Penalty: 5683.060059
	Iteration 10Q: 3 clusters Score -1.453083e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -14531189.000000 Penalty: 5683.060059
	Iteration 11Q: 3 clusters Score -1.453119e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -14531501.000000 Penalty: 5683.060059
	Iteration 12Q: 3 clusters Score -1.45315e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -14531767.000000 Penalty: 5683.060059
	Iteration 13Q: 3 clusters Score -1.453177e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -14532005.000000 Penalty: 5683.060059
	Iteration 14Q: 3 clusters Score -1.4532e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -14532346.000000 Penalty: 5683.060059
	Iteration 15Q: 3 clusters Score -1.453235e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -14532553.000000 Penalty: 5683.060059
	Iteration 16Q: 3 clusters Score -1.453255e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -14532706.000000 Penalty: 5683.060059
	Iteration 17Q: 3 clusters Score -1.453271e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -14532915.000000 Penalty: 5683.060059
	Iteration 18Q: 3 clusters Score -1.453292e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -14533027.000000 Penalty: 5683.060059
	Iteration 19Q: 3 clusters Score -1.453303e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -14533169.000000 Penalty: 5683.060059
	Iteration 20F: 3 clusters Score -1.453317e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -14533308.000000 Penalty: 5683.060059
	Iteration 21Q: 3 clusters Score -1.453331e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -14533390.000000 Penalty: 5683.060059
	Iteration 22Q: 3 clusters Score -1.453339e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -14533513.000000 Penalty: 5683.060059
	Iteration 23Q: 3 clusters Score -1.453351e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -14533599.000000 Penalty: 5683.060059
	Iteration 24Q: 3 clusters Score -1.45336e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -14533685.000000 Penalty: 5683.060059
	Iteration 25Q: 3 clusters Score -1.453368e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -14533873.000000 Penalty: 5683.060059
	Iteration 26Q: 3 clusters Score -1.453387e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -14534040.000000 Penalty: 5683.060059
	Iteration 27Q: 3 clusters Score -1.453404e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -14534154.000000 Penalty: 5683.060059
	Iteration 28Q: 3 clusters Score -1.453415e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -14534291.000000 Penalty: 5683.060059
	Iteration 29Q: 3 clusters Score -1.453429e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -14534333.000000 Penalty: 5683.060059
	Iteration 30Q: 3 clusters Score -1.453433e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -14534427.000000 Penalty: 5683.060059
	Iteration 31Q: 3 clusters Score -1.453443e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -14534430.000000 Penalty: 5683.060059
	Iteration 32Q: 3 clusters Score -1.453443e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -14534535.000000 Penalty: 5683.060059
	Iteration 33Q: 3 clusters Score -1.453454e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -14534575.000000 Penalty: 5683.060059
	Iteration 34Q: 3 clusters Score -1.453458e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -14534682.000000 Penalty: 5683.060059
	Iteration 35Q: 3 clusters Score -1.453468e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -14534863.000000 Penalty: 5683.060059
	Iteration 36Q: 3 clusters Score -1.453486e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -14534927.000000 Penalty: 5683.060059
	Iteration 37Q: 3 clusters Score -1.453493e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -14535025.000000 Penalty: 5683.060059
	Iteration 38Q: 3 clusters Score -1.453502e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -14535134.000000 Penalty: 5683.060059
	Iteration 39Q: 3 clusters Score -1.453513e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -14535262.000000 Penalty: 5683.060059
	Iteration 40F: 3 clusters Score -1.453526e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -14535433.000000 Penalty: 5683.060059
	Iteration 41Q: 3 clusters Score -1.453543e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -14535587.000000 Penalty: 5683.060059
	Iteration 42Q: 3 clusters Score -1.453559e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -14535716.000000 Penalty: 5683.060059
	Iteration 43Q: 3 clusters Score -1.453572e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -14535857.000000 Penalty: 5683.060059
	Iteration 44Q: 3 clusters Score -1.453586e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -14535935.000000 Penalty: 5683.060059
	Iteration 45Q: 3 clusters Score -1.453594e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -14536062.000000 Penalty: 5683.060059
	Iteration 46Q: 3 clusters Score -1.453606e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -14536187.000000 Penalty: 5683.060059
	Iteration 47Q: 3 clusters Score -1.453619e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -14536370.000000 Penalty: 5683.060059
	Iteration 48Q: 3 clusters Score -1.453637e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -14536548.000000 Penalty: 5683.060059
	Iteration 49Q: 3 clusters Score -1.453655e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -14536751.000000 Penalty: 5683.060059
	Iteration 50Q: 3 clusters Score -1.453675e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -14536971.000000 Penalty: 5683.060059
	Iteration 51Q: 3 clusters Score -1.453697e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -14537138.000000 Penalty: 5683.060059
	Iteration 52Q: 3 clusters Score -1.453714e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -14537341.000000 Penalty: 5683.060059
	Iteration 53Q: 3 clusters Score -1.453734e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -14537567.000000 Penalty: 5683.060059
	Iteration 54Q: 3 clusters Score -1.453757e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -14537817.000000 Penalty: 5683.060059
	Iteration 55Q: 3 clusters Score -1.453782e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -14538100.000000 Penalty: 5683.060059
	Iteration 56Q: 3 clusters Score -1.45381e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -14538337.000000 Penalty: 5683.060059
	Iteration 57Q: 3 clusters Score -1.453834e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -14538597.000000 Penalty: 5683.060059
	Iteration 58Q: 3 clusters Score -1.45386e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -14538863.000000 Penalty: 5683.060059
	Iteration 59Q: 3 clusters Score -1.453886e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -14539073.000000 Penalty: 5683.060059
	Iteration 60F: 3 clusters Score -1.453907e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -14539290.000000 Penalty: 5683.060059
	Iteration 61Q: 3 clusters Score -1.453929e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -14539501.000000 Penalty: 5683.060059
	Iteration 62Q: 3 clusters Score -1.45395e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -14539665.000000 Penalty: 5683.060059
	Iteration 63Q: 3 clusters Score -1.453966e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14539767.000000 Penalty: 5683.060059
	Iteration 64Q: 3 clusters Score -1.453977e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14539893.000000 Penalty: 5683.060059
	Iteration 65Q: 3 clusters Score -1.453989e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -14540002.000000 Penalty: 5683.060059
	Iteration 66Q: 3 clusters Score -1.454e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -14540174.000000 Penalty: 5683.060059
	Iteration 67Q: 3 clusters Score -1.454017e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -14540291.000000 Penalty: 5683.060059
	Iteration 68Q: 3 clusters Score -1.454029e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -14540394.000000 Penalty: 5683.060059
	Iteration 69Q: 3 clusters Score -1.454039e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -14540448.000000 Penalty: 5683.060059
	Iteration 70Q: 3 clusters Score -1.454045e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -14540490.000000 Penalty: 5683.060059
	Iteration 71Q: 3 clusters Score -1.454049e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -14540513.000000 Penalty: 5683.060059
	Iteration 72Q: 3 clusters Score -1.454051e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14540535.000000 Penalty: 5683.060059
	Iteration 73Q: 3 clusters Score -1.454054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14540579.000000 Penalty: 5683.060059
	Iteration 74Q: 3 clusters Score -1.454058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14540601.000000 Penalty: 5683.060059
	Iteration 75Q: 3 clusters Score -1.45406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -14540594.000000 Penalty: 5683.060059
	Iteration 76Q: 3 clusters Score -1.454059e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -14540604.000000 Penalty: 5683.060059
	Iteration 77Q: 3 clusters Score -1.45406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14540619.000000 Penalty: 5683.060059
	Iteration 78Q: 3 clusters Score -1.454062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -14540617.000000 Penalty: 5683.060059
	Iteration 79Q: 3 clusters Score -1.454062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14540627.000000 Penalty: 5683.060059
	Iteration 80F: 3 clusters Score -1.454063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -14540647.000000 Penalty: 5683.060059
	Iteration 81Q: 3 clusters Score -1.454065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14540634.000000 Penalty: 5683.060059
	Iteration 82Q: 3 clusters Score -1.454063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -14540625.000000 Penalty: 5683.060059
	Iteration 83Q: 3 clusters Score -1.454062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -14540617.000000 Penalty: 5683.060059
	Iteration 84Q: 3 clusters Score -1.454062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -14540611.000000 Penalty: 5683.060059
	Iteration 85Q: 3 clusters Score -1.454061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -14540604.000000 Penalty: 5683.060059
	Iteration 86Q: 3 clusters Score -1.45406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -14540607.000000 Penalty: 5683.060059
	Iteration 87Q: 3 clusters Score -1.454061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14540605.000000 Penalty: 5683.060059
	Iteration 88Q: 3 clusters Score -1.45406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14540608.000000 Penalty: 5683.060059
	Iteration 89Q: 3 clusters Score -1.454061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540599.000000 Penalty: 5683.060059
	Iteration 90Q: 3 clusters Score -1.45406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540605.000000 Penalty: 5683.060059
	Iteration 91Q: 3 clusters Score -1.45406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -14540608.000000 Penalty: 5683.060059
	Iteration 92Q: 3 clusters Score -1.454061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540607.000000 Penalty: 5683.060059
	Iteration 93Q: 3 clusters Score -1.454061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540615.000000 Penalty: 5683.060059
	Iteration 94Q: 3 clusters Score -1.454062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540613.000000 Penalty: 5683.060059
	Iteration 95Q: 3 clusters Score -1.454061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540625.000000 Penalty: 5683.060059
	Iteration 96Q: 3 clusters Score -1.454062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14540622.000000 Penalty: 5683.060059
	Iteration 97Q: 3 clusters Score -1.454062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14540622.000000 Penalty: 5683.060059
	Iteration 98F: 3 clusters Score -1.454062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -115109.468750 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -115109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113410.210938 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -113410.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113765.539062 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -113765.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113935.781250 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -113935.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -114255.843750 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -114255.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -114667.953125 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -114668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -114884.062500 Penalty: 3333.827148
	Iteration 5F: 3 clusters Score -114884.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -114992.117188 Penalty: 3333.827148
	Iteration 6F: 3 clusters Score -114992.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -115076.000000 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -115076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -115126.515625 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -115126.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -115144.921875 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -115144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -115154.437500 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -115154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -115160.117188 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -115160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -115166.929688 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -115166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -115171.375000 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -115171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -115172.765625 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -115172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -115172.765625 Penalty: 3333.827148
	Iteration 15F: 3 clusters Score -115172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
Score: -70321288.000000 Penalty: 126339.585938
Splitting cluster 29 changes total score from -70322768.000000 to -70321288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -292763.093750 Penalty: 1902.381836
	Iteration 0F: 2 clusters Score -292763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -290082.281250 Penalty: 3804.763672
	Iteration 0F: 3 clusters Score -290082.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290781.031250 Penalty: 3804.763672
	Iteration 1F: 3 clusters Score -290781 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -291187.218750 Penalty: 3804.763672
	Iteration 2F: 3 clusters Score -291187.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -291642.343750 Penalty: 3804.763672
	Iteration 3F: 3 clusters Score -291642.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -292046.625000 Penalty: 3804.763672
	Iteration 4F: 3 clusters Score -292046.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -292298.843750 Penalty: 3804.763672
	Iteration 5F: 3 clusters Score -292298.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -292431.093750 Penalty: 3804.763672
	Iteration 6Q: 3 clusters Score -292431.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -292496.625000 Penalty: 3804.763672
	Iteration 7Q: 3 clusters Score -292496.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -292515.656250 Penalty: 3804.763672
	Iteration 8Q: 3 clusters Score -292515.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -292522.343750 Penalty: 3804.763672
	Iteration 9Q: 3 clusters Score -292522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -292524.218750 Penalty: 3804.763672
	Iteration 10Q: 3 clusters Score -292524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -292524.656250 Penalty: 3804.763672
	Iteration 11Q: 3 clusters Score -292524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -292524.656250 Penalty: 3804.763672
	Iteration 12F: 3 clusters Score -292524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Entering Unmasked Estep 
Score: -4053136.500000 Penalty: 2529.257080
	Iteration 0F: 2 clusters Score -4053136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4034569.000000 Penalty: 5058.514160
	Iteration 0F: 3 clusters Score -4034569 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4041200.750000 Penalty: 5058.514160
	Iteration 1F: 3 clusters Score -4041201 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4041624.750000 Penalty: 5058.514160
	Iteration 2Q: 3 clusters Score -4041625 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4041954.250000 Penalty: 5058.514160
	Iteration 3Q: 3 clusters Score -4041954 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4042196.250000 Penalty: 5058.514160
	Iteration 4Q: 3 clusters Score -4042196 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4042538.250000 Penalty: 5058.514160
	Iteration 5Q: 3 clusters Score -4042538 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4042861.500000 Penalty: 5058.514160
	Iteration 6Q: 3 clusters Score -4042862 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4043305.250000 Penalty: 5058.514160
	Iteration 7Q: 3 clusters Score -4043305 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4043930.750000 Penalty: 5058.514160
	Iteration 8Q: 3 clusters Score -4043931 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4044812.750000 Penalty: 5058.514160
	Iteration 9F: 3 clusters Score -4044813 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4045988.250000 Penalty: 5058.514160
	Iteration 10F: 3 clusters Score -4045988 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4047264.000000 Penalty: 5058.514160
	Iteration 11F: 3 clusters Score -4047264 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4048490.500000 Penalty: 5058.514160
	Iteration 12F: 3 clusters Score -4048490 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4049440.500000 Penalty: 5058.514160
	Iteration 13Q: 3 clusters Score -4049440 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -4050021.500000 Penalty: 5058.514160
	Iteration 14Q: 3 clusters Score -4050022 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4050376.500000 Penalty: 5058.514160
	Iteration 15Q: 3 clusters Score -4050376 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4050581.500000 Penalty: 5058.514160
	Iteration 16Q: 3 clusters Score -4050582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4050701.500000 Penalty: 5058.514160
	Iteration 17Q: 3 clusters Score -4050702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4050771.000000 Penalty: 5058.514160
	Iteration 18Q: 3 clusters Score -4050771 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4050822.250000 Penalty: 5058.514160
	Iteration 19Q: 3 clusters Score -4050822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -4050839.750000 Penalty: 5058.514160
	Iteration 20F: 3 clusters Score -4050840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4050858.750000 Penalty: 5058.514160
	Iteration 21Q: 3 clusters Score -4050859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4050871.000000 Penalty: 5058.514160
	Iteration 22Q: 3 clusters Score -4050871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -4050888.250000 Penalty: 5058.514160
	Iteration 23Q: 3 clusters Score -4050888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4050909.500000 Penalty: 5058.514160
	Iteration 24Q: 3 clusters Score -4050910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4050920.500000 Penalty: 5058.514160
	Iteration 25Q: 3 clusters Score -4050920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4050925.750000 Penalty: 5058.514160
	Iteration 26Q: 3 clusters Score -4050926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4050932.000000 Penalty: 5058.514160
	Iteration 27Q: 3 clusters Score -4050932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -4050940.250000 Penalty: 5058.514160
	Iteration 28Q: 3 clusters Score -4050940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4050942.750000 Penalty: 5058.514160
	Iteration 29Q: 3 clusters Score -4050943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4050944.500000 Penalty: 5058.514160
	Iteration 30Q: 3 clusters Score -4050944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4050944.250000 Penalty: 5058.514160
	Iteration 31Q: 3 clusters Score -4050944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -4050944.500000 Penalty: 5058.514160
	Iteration 32Q: 3 clusters Score -4050944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4050946.750000 Penalty: 5058.514160
	Iteration 33Q: 3 clusters Score -4050947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4050946.750000 Penalty: 5058.514160
	Iteration 34F: 3 clusters Score -4050947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -99644.867188 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -99644.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97959.000000 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -97959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98279.210938 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -98279.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98452.859375 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -98452.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98613.453125 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -98613.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98853.140625 Penalty: 3289.472900
	Iteration 4F: 3 clusters Score -98853.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99174.367188 Penalty: 3289.472900
	Iteration 5F: 3 clusters Score -99174.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99488.515625 Penalty: 3289.472900
	Iteration 6F: 3 clusters Score -99488.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99818.835938 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -99818.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100107.859375 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -100107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100248.937500 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -100248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100290.054688 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -100290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100320.000000 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -100320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100420.343750 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -100420.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100802.953125 Penalty: 3289.472900
	Iteration 13Q: 3 clusters Score -100803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100802.953125 Penalty: 3289.472900
	Iteration 14F: 3 clusters Score -100803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 292 members 
Entering Unmasked Estep 
Score: -70322352.000000 Penalty: 126339.585938
Splitting cluster 32 changes total score from -70322768.000000 to -70322352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -52714.921875 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -52714.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51595.082031 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -51595.08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51877.492188 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -51877.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52019.687500 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -52019.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52119.656250 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -52119.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52173.472656 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -52173.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52216.828125 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -52216.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52231.695312 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -52231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52237.535156 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -52237.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52254.796875 Penalty: 3035.667480
	Iteration 8F: 3 clusters Score -52254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52330.218750 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -52330.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52368.789062 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -52368.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52404.042969 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -52404.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52424.546875 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -52424.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52432.113281 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -52432.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52436.417969 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -52436.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52436.417969 Penalty: 3035.667480
	Iteration 15F: 3 clusters Score -52436.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -347980.437500 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -347980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -345139.468750 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -345139.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -345813.781250 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -345813.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -346051.406250 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -346051.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -346282.000000 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -346282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -346482.812500 Penalty: 3859.444580
	Iteration 4F: 3 clusters Score -346482.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -346622.500000 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -346622.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -346746.968750 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -346747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -346855.937500 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -346855.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -346941.687500 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -346941.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -347013.406250 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -347013.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -347083.250000 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -347083.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -347163.093750 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -347163.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -347247.312500 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -347247.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -347310.750000 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -347310.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -347355.375000 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -347355.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -347391.812500 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -347391.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -347419.406250 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -347419.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -347437.750000 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -347437.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -347456.125000 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -347456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -347463.093750 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -347463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -347466.375000 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -347466.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -347470.687500 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -347470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -347471.750000 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -347471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -347471.750000 Penalty: 3859.444580
	Iteration 23F: 3 clusters Score -347471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -1275245.125000 Penalty: 2235.854248
	Iteration 0F: 2 clusters Score -1275245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1268724.500000 Penalty: 4471.708496
	Iteration 0F: 3 clusters Score -1268724 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1270487.000000 Penalty: 4471.708496
	Iteration 1F: 3 clusters Score -1270487 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1270746.750000 Penalty: 4471.708496
	Iteration 2F: 3 clusters Score -1270747 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1270909.875000 Penalty: 4471.708496
	Iteration 3F: 3 clusters Score -1270910 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1271020.125000 Penalty: 4471.708496
	Iteration 4Q: 3 clusters Score -1271020 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1271108.500000 Penalty: 4471.708496
	Iteration 5Q: 3 clusters Score -1271108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1271168.500000 Penalty: 4471.708496
	Iteration 6Q: 3 clusters Score -1271168 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1271230.875000 Penalty: 4471.708496
	Iteration 7Q: 3 clusters Score -1271231 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1271305.375000 Penalty: 4471.708496
	Iteration 8Q: 3 clusters Score -1271305 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1271381.875000 Penalty: 4471.708496
	Iteration 9Q: 3 clusters Score -1271382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1271468.875000 Penalty: 4471.708496
	Iteration 10Q: 3 clusters Score -1271469 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1271557.500000 Penalty: 4471.708496
	Iteration 11Q: 3 clusters Score -1271558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1271638.875000 Penalty: 4471.708496
	Iteration 12Q: 3 clusters Score -1271639 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1271732.875000 Penalty: 4471.708496
	Iteration 13Q: 3 clusters Score -1271733 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1271829.625000 Penalty: 4471.708496
	Iteration 14Q: 3 clusters Score -1271830 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1271932.625000 Penalty: 4471.708496
	Iteration 15Q: 3 clusters Score -1271933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1272047.250000 Penalty: 4471.708496
	Iteration 16Q: 3 clusters Score -1272047 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1272161.375000 Penalty: 4471.708496
	Iteration 17Q: 3 clusters Score -1272161 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1272302.000000 Penalty: 4471.708496
	Iteration 18Q: 3 clusters Score -1272302 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1272436.875000 Penalty: 4471.708496
	Iteration 19Q: 3 clusters Score -1272437 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1272561.125000 Penalty: 4471.708496
	Iteration 20F: 3 clusters Score -1272561 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1272684.875000 Penalty: 4471.708496
	Iteration 21Q: 3 clusters Score -1272685 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1272784.250000 Penalty: 4471.708496
	Iteration 22Q: 3 clusters Score -1272784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1272863.125000 Penalty: 4471.708496
	Iteration 23Q: 3 clusters Score -1272863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1272929.125000 Penalty: 4471.708496
	Iteration 24Q: 3 clusters Score -1272929 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1272994.250000 Penalty: 4471.708496
	Iteration 25Q: 3 clusters Score -1272994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1273056.500000 Penalty: 4471.708496
	Iteration 26Q: 3 clusters Score -1273056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1273110.000000 Penalty: 4471.708496
	Iteration 27Q: 3 clusters Score -1273110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1273160.750000 Penalty: 4471.708496
	Iteration 28Q: 3 clusters Score -1273161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1273208.750000 Penalty: 4471.708496
	Iteration 29Q: 3 clusters Score -1273209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1273246.875000 Penalty: 4471.708496
	Iteration 30Q: 3 clusters Score -1273247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1273275.000000 Penalty: 4471.708496
	Iteration 31Q: 3 clusters Score -1273275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1273289.875000 Penalty: 4471.708496
	Iteration 32Q: 3 clusters Score -1273290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1273294.875000 Penalty: 4471.708496
	Iteration 33Q: 3 clusters Score -1273295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1273307.125000 Penalty: 4471.708496
	Iteration 34Q: 3 clusters Score -1273307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1273310.625000 Penalty: 4471.708496
	Iteration 35Q: 3 clusters Score -1273311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1273315.250000 Penalty: 4471.708496
	Iteration 36Q: 3 clusters Score -1273315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1273321.125000 Penalty: 4471.708496
	Iteration 37Q: 3 clusters Score -1273321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1273325.375000 Penalty: 4471.708496
	Iteration 38Q: 3 clusters Score -1273325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1273327.250000 Penalty: 4471.708496
	Iteration 39Q: 3 clusters Score -1273327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1273328.625000 Penalty: 4471.708496
	Iteration 40F: 3 clusters Score -1273329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1273332.375000 Penalty: 4471.708496
	Iteration 41Q: 3 clusters Score -1273332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1273331.375000 Penalty: 4471.708496
	Iteration 42Q: 3 clusters Score -1273331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1273334.500000 Penalty: 4471.708496
	Iteration 43Q: 3 clusters Score -1273334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1273337.500000 Penalty: 4471.708496
	Iteration 44Q: 3 clusters Score -1273338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1273342.000000 Penalty: 4471.708496
	Iteration 45Q: 3 clusters Score -1273342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1273342.375000 Penalty: 4471.708496
	Iteration 46Q: 3 clusters Score -1273342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1273343.000000 Penalty: 4471.708496
	Iteration 47Q: 3 clusters Score -1273343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1273344.750000 Penalty: 4471.708496
	Iteration 48Q: 3 clusters Score -1273345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1273346.750000 Penalty: 4471.708496
	Iteration 49Q: 3 clusters Score -1273347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1273348.125000 Penalty: 4471.708496
	Iteration 50Q: 3 clusters Score -1273348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1273347.625000 Penalty: 4471.708496
	Iteration 51Q: 3 clusters Score -1273348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1273349.875000 Penalty: 4471.708496
	Iteration 52Q: 3 clusters Score -1273350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1273349.875000 Penalty: 4471.708496
	Iteration 53F: 3 clusters Score -1273350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -339951.593750 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -339951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -337179.718750 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -337179.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -337681.000000 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -337681 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -337835.812500 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -337835.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -337937.531250 Penalty: 3832.638916
	Iteration 3F: 3 clusters Score -337937.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -338016.093750 Penalty: 3832.638916
	Iteration 4Q: 3 clusters Score -338016.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -338079.625000 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -338079.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -338145.375000 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -338145.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -338196.906250 Penalty: 3832.638916
	Iteration 7Q: 3 clusters Score -338196.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -338234.250000 Penalty: 3832.638916
	Iteration 8Q: 3 clusters Score -338234.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -338257.125000 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -338257.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -338280.781250 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -338280.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -338313.750000 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -338313.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -338332.843750 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -338332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -338351.968750 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -338352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -338357.156250 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -338357.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -338366.093750 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -338366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -338372.187500 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -338372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -338378.218750 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -338378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -338385.562500 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -338385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -338388.437500 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -338388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -338393.031250 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -338393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -338395.375000 Penalty: 3832.638916
	Iteration 21Q: 3 clusters Score -338395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -338396.437500 Penalty: 3832.638916
	Iteration 22Q: 3 clusters Score -338396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338399.500000 Penalty: 3832.638916
	Iteration 23Q: 3 clusters Score -338399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -338399.312500 Penalty: 3832.638916
	Iteration 24Q: 3 clusters Score -338399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -338399.312500 Penalty: 3832.638916
	Iteration 25F: 3 clusters Score -338399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36714.218750 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36714.22 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 150 members 
Entering Unmasked Estep 
Score: -35743.261719 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35743.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35902.566406 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35902.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35928.308594 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -35928.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35936.996094 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -35937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35936.996094 Penalty: 2794.855469
	Iteration 4F: 3 clusters Score -35937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -23236.089844 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23236.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22262.593750 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22262.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22453.490234 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22453.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22498.445312 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22498.45 nChanged 7
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: -22523.976562 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -22523.98 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: -22536.859375 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -22536.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22539.832031 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -22539.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22541.119141 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -22541.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22541.119141 Penalty: 2692.955322
	Iteration 7F: 3 clusters Score -22541.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44016 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 161451 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36339 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 94635 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 8230 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322808.000000 Penalty: 123100.109375
Iteration 119Q: 39 clusters Score -7.032281e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44013 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 161349 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36321 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 94744 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26849 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322912.000000 Penalty: 123100.109375
Iteration 120F: 39 clusters Score -7.032291e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 44011 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9775 members 
Mstep: Class 10 contains 8745 members 
Mstep: Class 11 contains 161265 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36307 members 
Mstep: Class 26 contains 4353 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 94858 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26829 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322912.000000 Penalty: 123100.109375
Iteration 121Q: 39 clusters Score -7.032291e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 44007 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 8745 members 
Mstep: Class 11 contains 161171 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11656 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36303 members 
Mstep: Class 26 contains 4355 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 94972 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26815 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 8242 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322936.000000 Penalty: 123100.109375
Iteration 122Q: 39 clusters Score -7.032294e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 43997 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 161097 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11654 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36298 members 
Mstep: Class 26 contains 4357 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 95064 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26798 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2397 members 
Mstep: Class 35 contains 8249 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323024.000000 Penalty: 123100.109375
Iteration 123Q: 39 clusters Score -7.032302e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1456 members 
Mstep: Class 3 contains 43999 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 161025 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11655 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36291 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 95146 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26784 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 8249 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323080.000000 Penalty: 123100.109375
Iteration 124Q: 39 clusters Score -7.032308e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1456 members 
Mstep: Class 3 contains 43998 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9775 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 160947 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 19679 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36281 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 4989 members 
Mstep: Class 28 contains 95231 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26775 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 8251 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323048.000000 Penalty: 123100.109375
Iteration 125Q: 39 clusters Score -7.032305e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 43997 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 8756 members 
Mstep: Class 11 contains 160886 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19680 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11658 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36273 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 4988 members 
Mstep: Class 28 contains 95303 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26764 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2401 members 
Mstep: Class 35 contains 8253 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323016.000000 Penalty: 123100.109375
Iteration 126Q: 39 clusters Score -7.032302e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 43998 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 8757 members 
Mstep: Class 11 contains 160831 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36264 members 
Mstep: Class 26 contains 4368 members 
Mstep: Class 27 contains 4988 members 
Mstep: Class 28 contains 95368 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26755 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 8256 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323040.000000 Penalty: 123100.109375
Iteration 127Q: 39 clusters Score -7.032304e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 43995 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 8758 members 
Mstep: Class 11 contains 160776 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36255 members 
Mstep: Class 26 contains 4369 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 95439 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26745 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8261 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322976.000000 Penalty: 123100.109375
Iteration 128Q: 39 clusters Score -7.032298e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 43994 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 8758 members 
Mstep: Class 11 contains 160707 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36248 members 
Mstep: Class 26 contains 4369 members 
Mstep: Class 27 contains 4986 members 
Mstep: Class 28 contains 95505 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26740 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8270 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323048.000000 Penalty: 123100.109375
Iteration 129Q: 39 clusters Score -7.032305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 160663 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36241 members 
Mstep: Class 26 contains 4370 members 
Mstep: Class 27 contains 4988 members 
Mstep: Class 28 contains 95556 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26729 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323040.000000 Penalty: 123100.109375
Iteration 130Q: 39 clusters Score -7.032304e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 160624 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36235 members 
Mstep: Class 26 contains 4369 members 
Mstep: Class 27 contains 4989 members 
Mstep: Class 28 contains 95612 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26712 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323072.000000 Penalty: 123100.109375
Iteration 131Q: 39 clusters Score -7.032307e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 160574 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 9080 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36228 members 
Mstep: Class 26 contains 4370 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 95679 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26699 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323120.000000 Penalty: 123100.109375
Iteration 132Q: 39 clusters Score -7.032312e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 160515 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36220 members 
Mstep: Class 26 contains 4370 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 95756 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26679 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323128.000000 Penalty: 123100.109375
Iteration 133Q: 39 clusters Score -7.032313e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 160444 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36218 members 
Mstep: Class 26 contains 4370 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 95836 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26664 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323088.000000 Penalty: 123100.109375
Iteration 134Q: 39 clusters Score -7.032309e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 160373 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19669 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36217 members 
Mstep: Class 26 contains 4371 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 95917 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26651 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323104.000000 Penalty: 123100.109375
Iteration 135Q: 39 clusters Score -7.03231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 160300 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36215 members 
Mstep: Class 26 contains 4374 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 95989 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26641 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8272 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323048.000000 Penalty: 123100.109375
Iteration 136Q: 39 clusters Score -7.032305e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43987 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 160238 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36214 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 96064 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26634 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8271 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323120.000000 Penalty: 123100.109375
Iteration 137Q: 39 clusters Score -7.032312e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43982 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 160180 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19669 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 9089 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36211 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 96126 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26625 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8278 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323104.000000 Penalty: 123100.109375
Iteration 138Q: 39 clusters Score -7.03231e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43980 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 160127 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36204 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 96187 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26613 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8286 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323120.000000 Penalty: 123100.109375
Iteration 139Q: 39 clusters Score -7.032312e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43981 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 160090 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36197 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 96235 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26604 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8290 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323152.000000 Penalty: 123100.109375
Iteration 140F: 39 clusters Score -7.032315e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43983 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 160046 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9092 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36195 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 96283 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26597 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8294 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323136.000000 Penalty: 123100.109375
Iteration 141Q: 39 clusters Score -7.032314e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 43986 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 160008 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36194 members 
Mstep: Class 26 contains 4377 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 96321 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 26590 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8297 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323192.000000 Penalty: 123100.109375
Iteration 142Q: 39 clusters Score -7.032319e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 159964 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36193 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 96364 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26584 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 8301 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323240.000000 Penalty: 123100.109375
Iteration 143Q: 39 clusters Score -7.032324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 159933 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9092 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36193 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 96400 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26580 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8303 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323208.000000 Penalty: 123100.109375
Iteration 144Q: 39 clusters Score -7.032321e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 159899 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36190 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 5003 members 
Mstep: Class 28 contains 96436 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26573 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8307 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323208.000000 Penalty: 123100.109375
Iteration 145Q: 39 clusters Score -7.032321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43990 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159862 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19675 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11658 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36190 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96468 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26572 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8310 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323264.000000 Penalty: 123100.109375
Iteration 146Q: 39 clusters Score -7.032326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159832 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36190 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96499 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26567 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8312 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323248.000000 Penalty: 123100.109375
Iteration 147Q: 39 clusters Score -7.032325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159814 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36191 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96518 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26563 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8314 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323256.000000 Penalty: 123100.109375
Iteration 148Q: 39 clusters Score -7.032326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159792 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36188 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96544 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26558 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8315 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323304.000000 Penalty: 123100.109375
Iteration 149Q: 39 clusters Score -7.03233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159762 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36188 members 
Mstep: Class 26 contains 4374 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96579 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26554 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8314 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323296.000000 Penalty: 123100.109375
Iteration 150Q: 39 clusters Score -7.03233e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43990 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159731 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96618 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26549 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8315 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323320.000000 Penalty: 123100.109375
Iteration 151Q: 39 clusters Score -7.032332e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43988 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159702 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9098 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36186 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96651 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26547 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8314 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323392.000000 Penalty: 123100.109375
Iteration 152Q: 39 clusters Score -7.032339e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43987 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159683 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9099 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 96679 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26540 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8315 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323392.000000 Penalty: 123100.109375
Iteration 153Q: 39 clusters Score -7.032339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43988 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159665 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19675 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9100 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5007 members 
Mstep: Class 28 contains 96703 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26529 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8316 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323408.000000 Penalty: 123100.109375
Iteration 154Q: 39 clusters Score -7.032341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43987 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159651 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19675 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9101 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96720 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26521 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8320 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323392.000000 Penalty: 123100.109375
Iteration 155Q: 39 clusters Score -7.032339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43987 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159640 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9103 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96733 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26515 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323408.000000 Penalty: 123100.109375
Iteration 156Q: 39 clusters Score -7.032341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159631 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96743 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26510 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323376.000000 Penalty: 123100.109375
Iteration 157Q: 39 clusters Score -7.032338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159620 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96755 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26509 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323424.000000 Penalty: 123100.109375
Iteration 158Q: 39 clusters Score -7.032342e+07 nChanged 13
Entering ConstructFrom: 
Score: -70323424.000000 Penalty: 123100.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -409607.625000 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -409607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -406483.031250 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -406483 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -407687.875000 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -407687.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -408396.562500 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -408396.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -408798.437500 Penalty: 3955.026855
	Iteration 3F: 3 clusters Score -408798.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -409039.281250 Penalty: 3955.026855
	Iteration 4F: 3 clusters Score -409039.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -409237.281250 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -409237.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -409368.343750 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -409368.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -409449.187500 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -409449.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -409506.812500 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -409506.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -409558.187500 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -409558.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -409598.562500 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -409598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -409625.281250 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -409625.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -409641.031250 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -409641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -409652.875000 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -409652.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -409670.343750 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -409670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -409681.625000 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -409681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -409688.187500 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -409688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -409689.656250 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -409689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -409693.281250 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -409693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -409695.593750 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -409695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -409697.718750 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -409697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 1176 members 
Entering Unmasked Estep 
Score: -70322192.000000 Penalty: 126339.585938
Splitting cluster 1 changes total score from -70323424.000000 to -70322192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -199133.593750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -199133.6 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 712 members 
Entering Unmasked Estep 
Score: -196895.796875 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -196895.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -197520.875000 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -197520.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -197871.515625 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -197871.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -198143.000000 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -198143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -198438.203125 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -198438.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -198640.046875 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -198640 nChanged 65
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: -198763.390625 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -198763.4 nChanged 34
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: -198810.375000 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -198810.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -198843.062500 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -198843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -198874.593750 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -198874.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -198899.781250 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -198899.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -198912.093750 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -198912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198920.328125 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -198920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198922.734375 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -198922.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198922.734375 Penalty: 3611.908447
	Iteration 14F: 3 clusters Score -198922.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Entering Unmasked Estep 
Score: -6748113.500000 Penalty: 2651.540527
	Iteration 0F: 2 clusters Score -6748114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -6718410.000000 Penalty: 5303.081055
	Iteration 0F: 3 clusters Score -6718410 nChanged 20332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -6729362.500000 Penalty: 5303.081055
	Iteration 1F: 3 clusters Score -6729362 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -6729799.000000 Penalty: 5303.081055
	Iteration 2Q: 3 clusters Score -6729799 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -6730296.000000 Penalty: 5303.081055
	Iteration 3Q: 3 clusters Score -6730296 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -6730799.000000 Penalty: 5303.081055
	Iteration 4Q: 3 clusters Score -6730799 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6731512.000000 Penalty: 5303.081055
	Iteration 5Q: 3 clusters Score -6731512 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -6732514.000000 Penalty: 5303.081055
	Iteration 6Q: 3 clusters Score -6732514 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -6734070.000000 Penalty: 5303.081055
	Iteration 7F: 3 clusters Score -6734070 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6736351.000000 Penalty: 5303.081055
	Iteration 8F: 3 clusters Score -6736351 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -6739235.000000 Penalty: 5303.081055
	Iteration 9F: 3 clusters Score -6739235 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6741894.000000 Penalty: 5303.081055
	Iteration 10F: 3 clusters Score -6741894 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6743801.500000 Penalty: 5303.081055
	Iteration 11Q: 3 clusters Score -6743802 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6744792.500000 Penalty: 5303.081055
	Iteration 12Q: 3 clusters Score -6744792 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6745253.000000 Penalty: 5303.081055
	Iteration 13Q: 3 clusters Score -6745253 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6745506.500000 Penalty: 5303.081055
	Iteration 14Q: 3 clusters Score -6745506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6745641.500000 Penalty: 5303.081055
	Iteration 15Q: 3 clusters Score -6745642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6745736.500000 Penalty: 5303.081055
	Iteration 16Q: 3 clusters Score -6745736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6745795.000000 Penalty: 5303.081055
	Iteration 17Q: 3 clusters Score -6745795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6745830.500000 Penalty: 5303.081055
	Iteration 18Q: 3 clusters Score -6745830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6745845.500000 Penalty: 5303.081055
	Iteration 19Q: 3 clusters Score -6745846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6745858.500000 Penalty: 5303.081055
	Iteration 20F: 3 clusters Score -6745858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6745864.500000 Penalty: 5303.081055
	Iteration 21Q: 3 clusters Score -6745864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6745867.500000 Penalty: 5303.081055
	Iteration 22Q: 3 clusters Score -6745868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6745869.500000 Penalty: 5303.081055
	Iteration 23Q: 3 clusters Score -6745870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6745877.000000 Penalty: 5303.081055
	Iteration 24Q: 3 clusters Score -6745877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6745889.000000 Penalty: 5303.081055
	Iteration 25Q: 3 clusters Score -6745889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6745898.500000 Penalty: 5303.081055
	Iteration 26Q: 3 clusters Score -6745898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6745912.000000 Penalty: 5303.081055
	Iteration 27Q: 3 clusters Score -6745912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6745914.000000 Penalty: 5303.081055
	Iteration 28Q: 3 clusters Score -6745914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6745914.500000 Penalty: 5303.081055
	Iteration 29Q: 3 clusters Score -6745914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6745914.500000 Penalty: 5303.081055
	Iteration 30F: 3 clusters Score -6745914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -81072.039062 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -81072.04 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 339 members 
Entering Unmasked Estep 
Score: -79697.140625 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -79697.14 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80578.085938 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -80578.09 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -81023.609375 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -81023.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81572.750000 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -81572.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -81797.921875 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -81797.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82013.062500 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -82013.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82110.992188 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -82110.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -82134.906250 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -82134.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -82145.882812 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -82145.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -82152.414062 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -82152.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -82152.414062 Penalty: 3240.037842
	Iteration 10F: 3 clusters Score -82152.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 157 members 
Entering Unmasked Estep 
Score: -70322864.000000 Penalty: 126339.585938
Splitting cluster 4 changes total score from -70323424.000000 to -70322864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -30511.076172 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -30511.08 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 150 members 
Entering Unmasked Estep 
Score: -29684.609375 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -29684.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30027.824219 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -30027.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30168.195312 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -30168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30316.666016 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -30316.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30391.605469 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -30391.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30469.562500 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -30469.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30649.535156 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -30649.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30672.445312 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -30672.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30674.722656 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -30674.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30674.722656 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -30674.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 184 members 
Entering Unmasked Estep 
Score: -70321784.000000 Penalty: 126339.585938
Splitting cluster 5 changes total score from -70323424.000000 to -70321784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -308824.250000 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -308824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -306136.500000 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -306136.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -306658.312500 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -306658.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306813.906250 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -306813.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306953.250000 Penalty: 3798.714844
	Iteration 3Q: 3 clusters Score -306953.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -307070.312500 Penalty: 3798.714844
	Iteration 4Q: 3 clusters Score -307070.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -307171.281250 Penalty: 3798.714844
	Iteration 5Q: 3 clusters Score -307171.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -307267.843750 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -307267.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -307364.312500 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -307364.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -307429.156250 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -307429.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -307467.156250 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -307467.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -307498.250000 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -307498.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -307513.156250 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -307513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -307528.937500 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -307528.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -307543.843750 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -307543.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -307562.656250 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -307562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -307571.562500 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -307571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -307576.000000 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -307576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -307579.468750 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -307579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -307581.031250 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -307581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -307581.406250 Penalty: 3798.714844
	Iteration 19Q: 3 clusters Score -307581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -307581.406250 Penalty: 3798.714844
	Iteration 20F: 3 clusters Score -307581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -117013.875000 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -117013.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115266.140625 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -115266.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115928.031250 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -115928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116269.632812 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -116269.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -116676.289062 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -116676.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -116959.460938 Penalty: 3431.672852
	Iteration 4F: 3 clusters Score -116959.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117085.929688 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -117085.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -117138.203125 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -117138.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -117173.164062 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -117173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117184.929688 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -117184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117198.468750 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -117198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117202.046875 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -117202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117205.718750 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -117205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117205.718750 Penalty: 3431.672852
	Iteration 12F: 3 clusters Score -117205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 755 members 
Entering Unmasked Estep 
Score: -70322032.000000 Penalty: 126339.585938
Splitting cluster 7 changes total score from -70323424.000000 to -70322032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -323735.093750 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -323735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -320990.500000 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -320990.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -321478.437500 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -321478.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -321657.718750 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -321657.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -321744.031250 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -321744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -321794.218750 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -321794.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -321822.000000 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -321822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -321850.156250 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -321850.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -321865.187500 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -321865.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -321878.125000 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -321878.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -321894.218750 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -321894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -321907.281250 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -321907.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -321915.750000 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -321915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -321925.062500 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -321925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -321932.406250 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -321932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -321939.906250 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -321939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -321947.937500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -321947.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -321961.750000 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -321961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -321975.375000 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -321975.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -321986.062500 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -321986.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -321994.812500 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -321994.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -322007.531250 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -322007.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -322032.437500 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -322032.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -322068.343750 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -322068.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -322095.218750 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -322095.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -322119.406250 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -322119.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -322137.937500 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -322137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -322154.468750 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -322154.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -322174.625000 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -322174.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -322196.718750 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -322196.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -322220.312500 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -322220.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -322240.718750 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -322240.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -322258.343750 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -322258.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -322273.156250 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -322273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -322291.125000 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -322291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -322302.937500 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -322302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -322314.375000 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -322314.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -322324.906250 Penalty: 3809.137939
	Iteration 36Q: 3 clusters Score -322324.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -322334.250000 Penalty: 3809.137939
	Iteration 37Q: 3 clusters Score -322334.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -322340.937500 Penalty: 3809.137939
	Iteration 38Q: 3 clusters Score -322340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -322351.687500 Penalty: 3809.137939
	Iteration 39Q: 3 clusters Score -322351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322365.000000 Penalty: 3809.137939
	Iteration 40F: 3 clusters Score -322365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -322375.187500 Penalty: 3809.137939
	Iteration 41Q: 3 clusters Score -322375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322381.906250 Penalty: 3809.137939
	Iteration 42Q: 3 clusters Score -322381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -322386.593750 Penalty: 3809.137939
	Iteration 43Q: 3 clusters Score -322386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -322390.625000 Penalty: 3809.137939
	Iteration 44Q: 3 clusters Score -322390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -322395.968750 Penalty: 3809.137939
	Iteration 45Q: 3 clusters Score -322396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -322404.062500 Penalty: 3809.137939
	Iteration 46Q: 3 clusters Score -322404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -322409.750000 Penalty: 3809.137939
	Iteration 47Q: 3 clusters Score -322409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -322414.093750 Penalty: 3809.137939
	Iteration 48Q: 3 clusters Score -322414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -322419.843750 Penalty: 3809.137939
	Iteration 49Q: 3 clusters Score -322419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -322430.187500 Penalty: 3809.137939
	Iteration 50Q: 3 clusters Score -322430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322443.750000 Penalty: 3809.137939
	Iteration 51Q: 3 clusters Score -322443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -322453.875000 Penalty: 3809.137939
	Iteration 52Q: 3 clusters Score -322453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -322462.000000 Penalty: 3809.137939
	Iteration 53Q: 3 clusters Score -322462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -322467.531250 Penalty: 3809.137939
	Iteration 54Q: 3 clusters Score -322467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -322474.687500 Penalty: 3809.137939
	Iteration 55Q: 3 clusters Score -322474.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322480.093750 Penalty: 3809.137939
	Iteration 56Q: 3 clusters Score -322480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322481.468750 Penalty: 3809.137939
	Iteration 57Q: 3 clusters Score -322481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -322484.031250 Penalty: 3809.137939
	Iteration 58Q: 3 clusters Score -322484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322484.343750 Penalty: 3809.137939
	Iteration 59Q: 3 clusters Score -322484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322484.343750 Penalty: 3809.137939
	Iteration 60F: 3 clusters Score -322484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -1483062.125000 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -1483062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1475542.250000 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -1475542 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1477864.875000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -1477865 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1478425.500000 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -1478426 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1479042.000000 Penalty: 4556.838379
	Iteration 3F: 3 clusters Score -1479042 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1479652.375000 Penalty: 4556.838379
	Iteration 4F: 3 clusters Score -1479652 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1480202.750000 Penalty: 4556.838379
	Iteration 5F: 3 clusters Score -1480203 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1480626.750000 Penalty: 4556.838379
	Iteration 6F: 3 clusters Score -1480627 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1480907.000000 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -1480907 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1481110.500000 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -1481110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1481260.125000 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -1481260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1481366.500000 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -1481366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1481452.625000 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -1481453 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1481531.750000 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -1481532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1481584.500000 Penalty: 4556.838379
	Iteration 13Q: 3 clusters Score -1481584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1481620.500000 Penalty: 4556.838379
	Iteration 14Q: 3 clusters Score -1481620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1481648.375000 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -1481648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1481664.250000 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -1481664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1481681.750000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -1481682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1481695.875000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -1481696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1481708.875000 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -1481709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1481717.000000 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -1481717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1481727.250000 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -1481727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1481732.375000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -1481732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1481733.375000 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -1481733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1481734.750000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -1481735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1481734.875000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -1481735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1481736.000000 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -1481736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1481738.125000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -1481738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1481738.625000 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -1481739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1481737.375000 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -1481737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1481737.375000 Penalty: 4556.838379
	Iteration 30F: 3 clusters Score -1481737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -1267720.750000 Penalty: 2251.360107
	Iteration 0F: 2 clusters Score -1267721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1260873.000000 Penalty: 4502.720215
	Iteration 0F: 3 clusters Score -1260873 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1262777.000000 Penalty: 4502.720215
	Iteration 1F: 3 clusters Score -1262777 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1263116.500000 Penalty: 4502.720215
	Iteration 2F: 3 clusters Score -1263116 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1263343.375000 Penalty: 4502.720215
	Iteration 3F: 3 clusters Score -1263343 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1263535.375000 Penalty: 4502.720215
	Iteration 4Q: 3 clusters Score -1263535 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1263711.750000 Penalty: 4502.720215
	Iteration 5Q: 3 clusters Score -1263712 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1263867.500000 Penalty: 4502.720215
	Iteration 6Q: 3 clusters Score -1263868 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1264019.875000 Penalty: 4502.720215
	Iteration 7Q: 3 clusters Score -1264020 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1264150.000000 Penalty: 4502.720215
	Iteration 8Q: 3 clusters Score -1264150 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1264262.125000 Penalty: 4502.720215
	Iteration 9Q: 3 clusters Score -1264262 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1264378.000000 Penalty: 4502.720215
	Iteration 10Q: 3 clusters Score -1264378 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1264478.875000 Penalty: 4502.720215
	Iteration 11Q: 3 clusters Score -1264479 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1264560.750000 Penalty: 4502.720215
	Iteration 12Q: 3 clusters Score -1264561 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1264640.750000 Penalty: 4502.720215
	Iteration 13Q: 3 clusters Score -1264641 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1264720.625000 Penalty: 4502.720215
	Iteration 14Q: 3 clusters Score -1264721 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1264807.625000 Penalty: 4502.720215
	Iteration 15Q: 3 clusters Score -1264808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1264869.125000 Penalty: 4502.720215
	Iteration 16Q: 3 clusters Score -1264869 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1264930.375000 Penalty: 4502.720215
	Iteration 17Q: 3 clusters Score -1264930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1264973.750000 Penalty: 4502.720215
	Iteration 18Q: 3 clusters Score -1264974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1265020.375000 Penalty: 4502.720215
	Iteration 19Q: 3 clusters Score -1265020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1265067.875000 Penalty: 4502.720215
	Iteration 20F: 3 clusters Score -1265068 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1265108.250000 Penalty: 4502.720215
	Iteration 21Q: 3 clusters Score -1265108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1265150.250000 Penalty: 4502.720215
	Iteration 22Q: 3 clusters Score -1265150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1265179.250000 Penalty: 4502.720215
	Iteration 23Q: 3 clusters Score -1265179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1265205.750000 Penalty: 4502.720215
	Iteration 24Q: 3 clusters Score -1265206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1265225.875000 Penalty: 4502.720215
	Iteration 25Q: 3 clusters Score -1265226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1265238.875000 Penalty: 4502.720215
	Iteration 26Q: 3 clusters Score -1265239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1265249.125000 Penalty: 4502.720215
	Iteration 27Q: 3 clusters Score -1265249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1265252.500000 Penalty: 4502.720215
	Iteration 28Q: 3 clusters Score -1265252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1265263.125000 Penalty: 4502.720215
	Iteration 29Q: 3 clusters Score -1265263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1265271.750000 Penalty: 4502.720215
	Iteration 30Q: 3 clusters Score -1265272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1265280.875000 Penalty: 4502.720215
	Iteration 31Q: 3 clusters Score -1265281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1265286.625000 Penalty: 4502.720215
	Iteration 32Q: 3 clusters Score -1265287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1265298.750000 Penalty: 4502.720215
	Iteration 33Q: 3 clusters Score -1265299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1265312.500000 Penalty: 4502.720215
	Iteration 34Q: 3 clusters Score -1265312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1265316.250000 Penalty: 4502.720215
	Iteration 35Q: 3 clusters Score -1265316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1265326.250000 Penalty: 4502.720215
	Iteration 36Q: 3 clusters Score -1265326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1265329.125000 Penalty: 4502.720215
	Iteration 37Q: 3 clusters Score -1265329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1265333.125000 Penalty: 4502.720215
	Iteration 38Q: 3 clusters Score -1265333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1265338.125000 Penalty: 4502.720215
	Iteration 39Q: 3 clusters Score -1265338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1265344.500000 Penalty: 4502.720215
	Iteration 40F: 3 clusters Score -1265344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1265350.125000 Penalty: 4502.720215
	Iteration 41Q: 3 clusters Score -1265350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1265352.875000 Penalty: 4502.720215
	Iteration 42Q: 3 clusters Score -1265353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1265355.375000 Penalty: 4502.720215
	Iteration 43Q: 3 clusters Score -1265355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1265358.375000 Penalty: 4502.720215
	Iteration 44Q: 3 clusters Score -1265358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1265358.750000 Penalty: 4502.720215
	Iteration 45Q: 3 clusters Score -1265359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1265362.000000 Penalty: 4502.720215
	Iteration 46Q: 3 clusters Score -1265362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1265367.500000 Penalty: 4502.720215
	Iteration 47Q: 3 clusters Score -1265368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1265371.125000 Penalty: 4502.720215
	Iteration 48Q: 3 clusters Score -1265371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1265374.375000 Penalty: 4502.720215
	Iteration 49Q: 3 clusters Score -1265374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1265379.875000 Penalty: 4502.720215
	Iteration 50Q: 3 clusters Score -1265380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1265387.625000 Penalty: 4502.720215
	Iteration 51Q: 3 clusters Score -1265388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1265391.500000 Penalty: 4502.720215
	Iteration 52Q: 3 clusters Score -1265392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1265399.000000 Penalty: 4502.720215
	Iteration 53Q: 3 clusters Score -1265399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1265411.250000 Penalty: 4502.720215
	Iteration 54Q: 3 clusters Score -1265411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1265425.000000 Penalty: 4502.720215
	Iteration 55Q: 3 clusters Score -1265425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1265435.875000 Penalty: 4502.720215
	Iteration 56Q: 3 clusters Score -1265436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1265449.125000 Penalty: 4502.720215
	Iteration 57Q: 3 clusters Score -1265449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1265452.125000 Penalty: 4502.720215
	Iteration 58Q: 3 clusters Score -1265452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1265458.750000 Penalty: 4502.720215
	Iteration 59Q: 3 clusters Score -1265459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1265467.375000 Penalty: 4502.720215
	Iteration 60F: 3 clusters Score -1265467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1265477.375000 Penalty: 4502.720215
	Iteration 61Q: 3 clusters Score -1265477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1265491.000000 Penalty: 4502.720215
	Iteration 62Q: 3 clusters Score -1265491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1265495.000000 Penalty: 4502.720215
	Iteration 63Q: 3 clusters Score -1265495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1265501.875000 Penalty: 4502.720215
	Iteration 64Q: 3 clusters Score -1265502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1265510.000000 Penalty: 4502.720215
	Iteration 65Q: 3 clusters Score -1265510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1265515.500000 Penalty: 4502.720215
	Iteration 66Q: 3 clusters Score -1265516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1265517.500000 Penalty: 4502.720215
	Iteration 67Q: 3 clusters Score -1265518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1265520.625000 Penalty: 4502.720215
	Iteration 68Q: 3 clusters Score -1265521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1265525.125000 Penalty: 4502.720215
	Iteration 69Q: 3 clusters Score -1265525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1265532.125000 Penalty: 4502.720215
	Iteration 70Q: 3 clusters Score -1265532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1265533.625000 Penalty: 4502.720215
	Iteration 71Q: 3 clusters Score -1265534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1265536.250000 Penalty: 4502.720215
	Iteration 72Q: 3 clusters Score -1265536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1265540.875000 Penalty: 4502.720215
	Iteration 73Q: 3 clusters Score -1265541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1265539.625000 Penalty: 4502.720215
	Iteration 74Q: 3 clusters Score -1265540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1265542.250000 Penalty: 4502.720215
	Iteration 75Q: 3 clusters Score -1265542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1265544.250000 Penalty: 4502.720215
	Iteration 76Q: 3 clusters Score -1265544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1265545.250000 Penalty: 4502.720215
	Iteration 77Q: 3 clusters Score -1265545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1265547.250000 Penalty: 4502.720215
	Iteration 78Q: 3 clusters Score -1265547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1265546.125000 Penalty: 4502.720215
	Iteration 79Q: 3 clusters Score -1265546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1265547.000000 Penalty: 4502.720215
	Iteration 80F: 3 clusters Score -1265547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1265547.875000 Penalty: 4502.720215
	Iteration 81Q: 3 clusters Score -1265548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1265549.125000 Penalty: 4502.720215
	Iteration 82Q: 3 clusters Score -1265549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1265549.125000 Penalty: 4502.720215
	Iteration 83Q: 3 clusters Score -1265549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1265549.625000 Penalty: 4502.720215
	Iteration 84Q: 3 clusters Score -1265550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1265547.625000 Penalty: 4502.720215
	Iteration 85Q: 3 clusters Score -1265548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1265549.000000 Penalty: 4502.720215
	Iteration 86Q: 3 clusters Score -1265549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1265548.375000 Penalty: 4502.720215
	Iteration 87Q: 3 clusters Score -1265548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1265549.750000 Penalty: 4502.720215
	Iteration 88Q: 3 clusters Score -1265550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1265549.750000 Penalty: 4502.720215
	Iteration 89F: 3 clusters Score -1265550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Entering Unmasked Estep 
Score: -24387024.000000 Penalty: 2971.164307
	Iteration 0F: 2 clusters Score -2.438702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -24282050.000000 Penalty: 5942.328613
	Iteration 0F: 3 clusters Score -2.428205e+07 nChanged 76425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -24326516.000000 Penalty: 5942.328613
	Iteration 1F: 3 clusters Score -2.432652e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -24327280.000000 Penalty: 5942.328613
	Iteration 2Q: 3 clusters Score -2.432728e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -24328472.000000 Penalty: 5942.328613
	Iteration 3Q: 3 clusters Score -2.432847e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -24330322.000000 Penalty: 5942.328613
	Iteration 4Q: 3 clusters Score -2.433032e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -24333812.000000 Penalty: 5942.328613
	Iteration 5Q: 3 clusters Score -2.433381e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -24339268.000000 Penalty: 5942.328613
	Iteration 6F: 3 clusters Score -2.433927e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -24348892.000000 Penalty: 5942.328613
	Iteration 7F: 3 clusters Score -2.434889e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 136370 members 
Entering Unmasked Estep 
Score: -24362680.000000 Penalty: 5942.328613
	Iteration 8F: 3 clusters Score -2.436268e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -24374926.000000 Penalty: 5942.328613
	Iteration 9F: 3 clusters Score -2.437493e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -24381412.000000 Penalty: 5942.328613
	Iteration 10Q: 3 clusters Score -2.438141e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -24383432.000000 Penalty: 5942.328613
	Iteration 11Q: 3 clusters Score -2.438343e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 159160 members 
Entering Unmasked Estep 
Score: -24384024.000000 Penalty: 5942.328613
	Iteration 12Q: 3 clusters Score -2.438402e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -24384200.000000 Penalty: 5942.328613
	Iteration 13Q: 3 clusters Score -2.43842e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -24384256.000000 Penalty: 5942.328613
	Iteration 14Q: 3 clusters Score -2.438426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -24384330.000000 Penalty: 5942.328613
	Iteration 15Q: 3 clusters Score -2.438433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -24384362.000000 Penalty: 5942.328613
	Iteration 16Q: 3 clusters Score -2.438436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -24384378.000000 Penalty: 5942.328613
	Iteration 17Q: 3 clusters Score -2.438438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -24384390.000000 Penalty: 5942.328613
	Iteration 18Q: 3 clusters Score -2.438439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -24384412.000000 Penalty: 5942.328613
	Iteration 19Q: 3 clusters Score -2.438441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -24384418.000000 Penalty: 5942.328613
	Iteration 20F: 3 clusters Score -2.438442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -24384412.000000 Penalty: 5942.328613
	Iteration 21Q: 3 clusters Score -2.438441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -24384404.000000 Penalty: 5942.328613
	Iteration 22Q: 3 clusters Score -2.43844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -24384424.000000 Penalty: 5942.328613
	Iteration 23Q: 3 clusters Score -2.438442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -24384410.000000 Penalty: 5942.328613
	Iteration 24Q: 3 clusters Score -2.438441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -24384410.000000 Penalty: 5942.328613
	Iteration 25F: 3 clusters Score -2.438441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -288261.750000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -288261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -285664.718750 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -285664.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -286200.156250 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -286200.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -286356.468750 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -286356.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286457.812500 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -286457.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -286547.812500 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -286547.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -286644.437500 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -286644.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -286739.812500 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -286739.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -286836.968750 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -286837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -286947.218750 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -286947.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -287081.093750 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -287081.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287209.343750 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -287209.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -287353.156250 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -287353.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -287481.156250 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -287481.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -287572.093750 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -287572.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -287644.125000 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -287644.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -287715.250000 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -287715.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -287753.656250 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -287753.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -287776.187500 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -287776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -287788.531250 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -287788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -287797.687500 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -287797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -287803.406250 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -287803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -287809.593750 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -287809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -287820.062500 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -287820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -287822.718750 Penalty: 3767.561523
	Iteration 23Q: 3 clusters Score -287822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -287824.468750 Penalty: 3767.561523
	Iteration 24Q: 3 clusters Score -287824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -287824.468750 Penalty: 3767.561523
	Iteration 25F: 3 clusters Score -287824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Entering Unmasked Estep 
Score: -3065435.750000 Penalty: 2451.976562
	Iteration 0F: 2 clusters Score -3065436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3051528.500000 Penalty: 4903.953125
	Iteration 0F: 3 clusters Score -3051528 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3056117.500000 Penalty: 4903.953125
	Iteration 1F: 3 clusters Score -3056118 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3056490.250000 Penalty: 4903.953125
	Iteration 2F: 3 clusters Score -3056490 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3056824.500000 Penalty: 4903.953125
	Iteration 3Q: 3 clusters Score -3056824 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3057121.250000 Penalty: 4903.953125
	Iteration 4Q: 3 clusters Score -3057121 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3057446.750000 Penalty: 4903.953125
	Iteration 5Q: 3 clusters Score -3057447 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3057788.000000 Penalty: 4903.953125
	Iteration 6Q: 3 clusters Score -3057788 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3058226.750000 Penalty: 4903.953125
	Iteration 7Q: 3 clusters Score -3058227 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3058817.500000 Penalty: 4903.953125
	Iteration 8Q: 3 clusters Score -3058818 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3059659.500000 Penalty: 4903.953125
	Iteration 9F: 3 clusters Score -3059660 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3060694.000000 Penalty: 4903.953125
	Iteration 10F: 3 clusters Score -3060694 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3061612.250000 Penalty: 4903.953125
	Iteration 11F: 3 clusters Score -3061612 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3062327.000000 Penalty: 4903.953125
	Iteration 12Q: 3 clusters Score -3062327 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3062774.250000 Penalty: 4903.953125
	Iteration 13Q: 3 clusters Score -3062774 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3062995.750000 Penalty: 4903.953125
	Iteration 14Q: 3 clusters Score -3062996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3063116.250000 Penalty: 4903.953125
	Iteration 15Q: 3 clusters Score -3063116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3063190.500000 Penalty: 4903.953125
	Iteration 16Q: 3 clusters Score -3063190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3063249.500000 Penalty: 4903.953125
	Iteration 17Q: 3 clusters Score -3063250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3063271.250000 Penalty: 4903.953125
	Iteration 18Q: 3 clusters Score -3063271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3063282.750000 Penalty: 4903.953125
	Iteration 19Q: 3 clusters Score -3063283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3063291.750000 Penalty: 4903.953125
	Iteration 20F: 3 clusters Score -3063292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3063297.500000 Penalty: 4903.953125
	Iteration 21Q: 3 clusters Score -3063298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3063299.750000 Penalty: 4903.953125
	Iteration 22Q: 3 clusters Score -3063300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3063301.000000 Penalty: 4903.953125
	Iteration 23Q: 3 clusters Score -3063301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3063304.500000 Penalty: 4903.953125
	Iteration 24Q: 3 clusters Score -3063304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3063304.750000 Penalty: 4903.953125
	Iteration 25Q: 3 clusters Score -3063305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3063308.750000 Penalty: 4903.953125
	Iteration 26Q: 3 clusters Score -3063309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3063308.750000 Penalty: 4903.953125
	Iteration 27F: 3 clusters Score -3063309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -67272.093750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -67272.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65825.601562 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -65825.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65990.867188 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -65990.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66035.906250 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -66035.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66055.281250 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -66055.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66073.203125 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -66073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66099.460938 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -66099.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66111.437500 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -66111.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66120.625000 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -66120.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66123.687500 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -66123.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66126.625000 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -66126.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66128.500000 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -66128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66128.500000 Penalty: 3099.987793
	Iteration 11F: 3 clusters Score -66128.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -332436.468750 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -332436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -329645.968750 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -329646 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -330110.156250 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -330110.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -330258.562500 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -330258.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -330348.500000 Penalty: 3823.371826
	Iteration 3Q: 3 clusters Score -330348.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -330405.062500 Penalty: 3823.371826
	Iteration 4Q: 3 clusters Score -330405.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330452.750000 Penalty: 3823.371826
	Iteration 5Q: 3 clusters Score -330452.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330489.093750 Penalty: 3823.371826
	Iteration 6Q: 3 clusters Score -330489.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330511.718750 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -330511.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330534.156250 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -330534.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330563.562500 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -330563.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -330589.687500 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -330589.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -330624.312500 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -330624.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -330650.906250 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -330650.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330675.406250 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -330675.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330695.937500 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -330695.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330712.500000 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -330712.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330725.562500 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -330725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330735.062500 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -330735.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330745.093750 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -330745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330750.843750 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -330750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330755.750000 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -330755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -330762.937500 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -330762.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -330770.312500 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -330770.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330775.312500 Penalty: 3823.371826
	Iteration 23Q: 3 clusters Score -330775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330779.093750 Penalty: 3823.371826
	Iteration 24Q: 3 clusters Score -330779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330783.531250 Penalty: 3823.371826
	Iteration 25Q: 3 clusters Score -330783.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -330789.218750 Penalty: 3823.371826
	Iteration 26Q: 3 clusters Score -330789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330793.375000 Penalty: 3823.371826
	Iteration 27Q: 3 clusters Score -330793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330797.187500 Penalty: 3823.371826
	Iteration 28Q: 3 clusters Score -330797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330799.843750 Penalty: 3823.371826
	Iteration 29Q: 3 clusters Score -330799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -330803.562500 Penalty: 3823.371826
	Iteration 30Q: 3 clusters Score -330803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330809.156250 Penalty: 3823.371826
	Iteration 31Q: 3 clusters Score -330809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330814.906250 Penalty: 3823.371826
	Iteration 32Q: 3 clusters Score -330814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -330818.843750 Penalty: 3823.371826
	Iteration 33Q: 3 clusters Score -330818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330822.093750 Penalty: 3823.371826
	Iteration 34Q: 3 clusters Score -330822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330824.593750 Penalty: 3823.371826
	Iteration 35Q: 3 clusters Score -330824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -330827.343750 Penalty: 3823.371826
	Iteration 36Q: 3 clusters Score -330827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -330830.906250 Penalty: 3823.371826
	Iteration 37Q: 3 clusters Score -330830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -330833.343750 Penalty: 3823.371826
	Iteration 38Q: 3 clusters Score -330833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330835.562500 Penalty: 3823.371826
	Iteration 39Q: 3 clusters Score -330835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -330835.750000 Penalty: 3823.371826
	Iteration 40F: 3 clusters Score -330835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -330837.468750 Penalty: 3823.371826
	Iteration 41Q: 3 clusters Score -330837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330840.000000 Penalty: 3823.371826
	Iteration 42Q: 3 clusters Score -330840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330840.375000 Penalty: 3823.371826
	Iteration 43Q: 3 clusters Score -330840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330840.500000 Penalty: 3823.371826
	Iteration 44Q: 3 clusters Score -330840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330840.500000 Penalty: 3823.371826
	Iteration 45F: 3 clusters Score -330840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -209165.671875 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -209165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -206937.234375 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -206937.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -207574.171875 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -207574.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -207844.031250 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -207844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -207969.437500 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -207969.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -208019.687500 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -208019.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -208049.015625 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -208049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -208064.171875 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -208064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -208070.546875 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -208070.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -208075.015625 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -208075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208077.453125 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -208077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208079.562500 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -208079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -208080.750000 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -208080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -208082.468750 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -208082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -208083.312500 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -208083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -208084.250000 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -208084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -208085.984375 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -208086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -208088.531250 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -208088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -208090.281250 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -208090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -208092.000000 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -208092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -208093.234375 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -208093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -208094.375000 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -208094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -208095.218750 Penalty: 3621.034424
	Iteration 21Q: 3 clusters Score -208095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -208095.984375 Penalty: 3621.034424
	Iteration 22Q: 3 clusters Score -208096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -208098.296875 Penalty: 3621.034424
	Iteration 23Q: 3 clusters Score -208098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -208101.859375 Penalty: 3621.034424
	Iteration 24Q: 3 clusters Score -208101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -208103.546875 Penalty: 3621.034424
	Iteration 25Q: 3 clusters Score -208103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -208112.000000 Penalty: 3621.034424
	Iteration 26Q: 3 clusters Score -208112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -208117.359375 Penalty: 3621.034424
	Iteration 27Q: 3 clusters Score -208117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -208121.015625 Penalty: 3621.034424
	Iteration 28Q: 3 clusters Score -208121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -208126.703125 Penalty: 3621.034424
	Iteration 29Q: 3 clusters Score -208126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -208133.343750 Penalty: 3621.034424
	Iteration 30Q: 3 clusters Score -208133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -208139.718750 Penalty: 3621.034424
	Iteration 31Q: 3 clusters Score -208139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -208142.671875 Penalty: 3621.034424
	Iteration 32Q: 3 clusters Score -208142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -208146.968750 Penalty: 3621.034424
	Iteration 33Q: 3 clusters Score -208147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -208152.750000 Penalty: 3621.034424
	Iteration 34Q: 3 clusters Score -208152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -208159.906250 Penalty: 3621.034424
	Iteration 35Q: 3 clusters Score -208159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -208165.187500 Penalty: 3621.034424
	Iteration 36Q: 3 clusters Score -208165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -208172.031250 Penalty: 3621.034424
	Iteration 37Q: 3 clusters Score -208172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -208173.859375 Penalty: 3621.034424
	Iteration 38Q: 3 clusters Score -208173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -208174.421875 Penalty: 3621.034424
	Iteration 39Q: 3 clusters Score -208174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -208175.750000 Penalty: 3621.034424
	Iteration 40F: 3 clusters Score -208175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -208175.843750 Penalty: 3621.034424
	Iteration 41Q: 3 clusters Score -208175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -208178.390625 Penalty: 3621.034424
	Iteration 42Q: 3 clusters Score -208178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -208179.281250 Penalty: 3621.034424
	Iteration 43Q: 3 clusters Score -208179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -208180.343750 Penalty: 3621.034424
	Iteration 44Q: 3 clusters Score -208180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -208180.343750 Penalty: 3621.034424
	Iteration 45F: 3 clusters Score -208180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -327146.937500 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -327146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -324407.062500 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -324407.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -324944.250000 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -324944.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -325093.031250 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -325093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -325181.125000 Penalty: 3821.810303
	Iteration 3Q: 3 clusters Score -325181.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -325235.218750 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -325235.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -325271.687500 Penalty: 3821.810303
	Iteration 5Q: 3 clusters Score -325271.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -325296.218750 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -325296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -325321.062500 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -325321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -325345.125000 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -325345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -325364.843750 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -325364.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -325378.062500 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -325378.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -325393.843750 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -325393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325409.343750 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -325409.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325425.843750 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -325425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325442.062500 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -325442.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -325465.437500 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -325465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -325482.812500 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -325482.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -325500.375000 Penalty: 3821.810303
	Iteration 17Q: 3 clusters Score -325500.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -325518.156250 Penalty: 3821.810303
	Iteration 18Q: 3 clusters Score -325518.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -325537.562500 Penalty: 3821.810303
	Iteration 19Q: 3 clusters Score -325537.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -325554.312500 Penalty: 3821.810303
	Iteration 20F: 3 clusters Score -325554.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -325563.531250 Penalty: 3821.810303
	Iteration 21Q: 3 clusters Score -325563.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -325573.343750 Penalty: 3821.810303
	Iteration 22Q: 3 clusters Score -325573.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -325581.312500 Penalty: 3821.810303
	Iteration 23Q: 3 clusters Score -325581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -325591.656250 Penalty: 3821.810303
	Iteration 24Q: 3 clusters Score -325591.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -325599.718750 Penalty: 3821.810303
	Iteration 25Q: 3 clusters Score -325599.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -325610.625000 Penalty: 3821.810303
	Iteration 26Q: 3 clusters Score -325610.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -325622.281250 Penalty: 3821.810303
	Iteration 27Q: 3 clusters Score -325622.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -325627.875000 Penalty: 3821.810303
	Iteration 28Q: 3 clusters Score -325627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -325632.750000 Penalty: 3821.810303
	Iteration 29Q: 3 clusters Score -325632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -325635.062500 Penalty: 3821.810303
	Iteration 30Q: 3 clusters Score -325635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -325638.187500 Penalty: 3821.810303
	Iteration 31Q: 3 clusters Score -325638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -325643.625000 Penalty: 3821.810303
	Iteration 32Q: 3 clusters Score -325643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -325650.156250 Penalty: 3821.810303
	Iteration 33Q: 3 clusters Score -325650.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -325656.250000 Penalty: 3821.810303
	Iteration 34Q: 3 clusters Score -325656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -325663.406250 Penalty: 3821.810303
	Iteration 35Q: 3 clusters Score -325663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -325666.093750 Penalty: 3821.810303
	Iteration 36Q: 3 clusters Score -325666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -325669.593750 Penalty: 3821.810303
	Iteration 37Q: 3 clusters Score -325669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -325674.875000 Penalty: 3821.810303
	Iteration 38Q: 3 clusters Score -325674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -325679.093750 Penalty: 3821.810303
	Iteration 39Q: 3 clusters Score -325679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -325682.718750 Penalty: 3821.810303
	Iteration 40F: 3 clusters Score -325682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -325685.718750 Penalty: 3821.810303
	Iteration 41Q: 3 clusters Score -325685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -325687.093750 Penalty: 3821.810303
	Iteration 42Q: 3 clusters Score -325687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -325687.093750 Penalty: 3821.810303
	Iteration 43F: 3 clusters Score -325687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Entering Unmasked Estep 
Score: -1408491.000000 Penalty: 2260.884521
	Iteration 0F: 2 clusters Score -1408491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1401452.000000 Penalty: 4521.769043
	Iteration 0F: 3 clusters Score -1401452 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1403429.500000 Penalty: 4521.769043
	Iteration 1F: 3 clusters Score -1403430 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1403685.250000 Penalty: 4521.769043
	Iteration 2F: 3 clusters Score -1403685 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1403830.625000 Penalty: 4521.769043
	Iteration 3Q: 3 clusters Score -1403831 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1403951.375000 Penalty: 4521.769043
	Iteration 4Q: 3 clusters Score -1403951 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1404040.250000 Penalty: 4521.769043
	Iteration 5Q: 3 clusters Score -1404040 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1404108.500000 Penalty: 4521.769043
	Iteration 6Q: 3 clusters Score -1404108 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1404168.000000 Penalty: 4521.769043
	Iteration 7Q: 3 clusters Score -1404168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1404212.875000 Penalty: 4521.769043
	Iteration 8Q: 3 clusters Score -1404213 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1404265.375000 Penalty: 4521.769043
	Iteration 9Q: 3 clusters Score -1404265 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1404312.500000 Penalty: 4521.769043
	Iteration 10Q: 3 clusters Score -1404312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1404361.875000 Penalty: 4521.769043
	Iteration 11Q: 3 clusters Score -1404362 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1404427.125000 Penalty: 4521.769043
	Iteration 12Q: 3 clusters Score -1404427 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1404495.750000 Penalty: 4521.769043
	Iteration 13Q: 3 clusters Score -1404496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1404560.375000 Penalty: 4521.769043
	Iteration 14Q: 3 clusters Score -1404560 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1404649.125000 Penalty: 4521.769043
	Iteration 15Q: 3 clusters Score -1404649 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1404752.375000 Penalty: 4521.769043
	Iteration 16Q: 3 clusters Score -1404752 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1404883.500000 Penalty: 4521.769043
	Iteration 17Q: 3 clusters Score -1404884 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1405033.250000 Penalty: 4521.769043
	Iteration 18Q: 3 clusters Score -1405033 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1405220.375000 Penalty: 4521.769043
	Iteration 19Q: 3 clusters Score -1405220 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1405436.125000 Penalty: 4521.769043
	Iteration 20F: 3 clusters Score -1405436 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1405638.000000 Penalty: 4521.769043
	Iteration 21Q: 3 clusters Score -1405638 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1405801.250000 Penalty: 4521.769043
	Iteration 22Q: 3 clusters Score -1405801 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1405985.375000 Penalty: 4521.769043
	Iteration 23Q: 3 clusters Score -1405985 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1406135.375000 Penalty: 4521.769043
	Iteration 24Q: 3 clusters Score -1406135 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1406275.125000 Penalty: 4521.769043
	Iteration 25Q: 3 clusters Score -1406275 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1406362.625000 Penalty: 4521.769043
	Iteration 26Q: 3 clusters Score -1406363 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1406433.125000 Penalty: 4521.769043
	Iteration 27Q: 3 clusters Score -1406433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1406493.125000 Penalty: 4521.769043
	Iteration 28Q: 3 clusters Score -1406493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1406531.125000 Penalty: 4521.769043
	Iteration 29Q: 3 clusters Score -1406531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1406556.375000 Penalty: 4521.769043
	Iteration 30Q: 3 clusters Score -1406556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1406571.125000 Penalty: 4521.769043
	Iteration 31Q: 3 clusters Score -1406571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1406587.875000 Penalty: 4521.769043
	Iteration 32Q: 3 clusters Score -1406588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1406606.000000 Penalty: 4521.769043
	Iteration 33Q: 3 clusters Score -1406606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1406614.000000 Penalty: 4521.769043
	Iteration 34Q: 3 clusters Score -1406614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1406617.500000 Penalty: 4521.769043
	Iteration 35Q: 3 clusters Score -1406618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1406623.625000 Penalty: 4521.769043
	Iteration 36Q: 3 clusters Score -1406624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1406630.500000 Penalty: 4521.769043
	Iteration 37Q: 3 clusters Score -1406630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1406633.875000 Penalty: 4521.769043
	Iteration 38Q: 3 clusters Score -1406634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1406636.375000 Penalty: 4521.769043
	Iteration 39Q: 3 clusters Score -1406636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1406636.375000 Penalty: 4521.769043
	Iteration 40F: 3 clusters Score -1406636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -48745.835938 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -48745.84 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 197 members 
Entering Unmasked Estep 
Score: -47517.492188 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -47517.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47923.472656 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -47923.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -48209.566406 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -48209.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48420.457031 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -48420.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -48513.035156 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -48513.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -48548.863281 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -48548.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -48570.437500 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -48570.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -48614.101562 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -48614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -48614.101562 Penalty: 2973.004883
	Iteration 8F: 3 clusters Score -48614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -84398.671875 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -84398.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82872.937500 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -82872.94 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83136.070312 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -83136.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83226.796875 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -83226.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83343.351562 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -83343.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83477.093750 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -83477.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -83633.757812 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -83633.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -83730.460938 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -83730.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -83830.578125 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -83830.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83948.226562 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -83948.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -84069.859375 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -84069.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -84101.195312 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -84101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -84111.781250 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -84111.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84122.125000 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -84122.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84127.585938 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -84127.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84130.570312 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -84130.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -84131.773438 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -84131.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -84141.960938 Penalty: 3207.207764
	Iteration 16F: 3 clusters Score -84141.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84233.265625 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -84233.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -84372.679688 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -84372.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -84391.570312 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -84391.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -84419.140625 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -84419.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84421.031250 Penalty: 3207.207764
	Iteration 21Q: 3 clusters Score -84421.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84421.031250 Penalty: 3207.207764
	Iteration 22F: 3 clusters Score -84421.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 449 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 194 members 
Entering Unmasked Estep 
Score: -70321792.000000 Penalty: 126339.585938
Splitting cluster 20 changes total score from -70323424.000000 to -70321792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -22513.339844 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -22513.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21619.085938 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -21619.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21713.068359 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -21713.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21733.867188 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -21733.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21746.912109 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -21746.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21752.974609 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -21752.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21764.750000 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -21764.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21764.750000 Penalty: 2615.407959
	Iteration 6F: 3 clusters Score -21764.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -33521.296875 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -33521.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32634.203125 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -32634.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32944.175781 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -32944.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33144.335938 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -33144.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33233.421875 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -33233.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33252.035156 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -33252.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33291.660156 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -33291.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33304.945312 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -33304.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33310.277344 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -33310.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33314.277344 Penalty: 2835.645752
	Iteration 8F: 3 clusters Score -33314.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33406.726562 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -33406.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33406.726562 Penalty: 2835.645752
	Iteration 10F: 3 clusters Score -33406.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1753604.625000 Penalty: 2322.273193
	Iteration 0F: 2 clusters Score -1753605 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 5787 members 
Entering Unmasked Estep 
Score: -1744842.500000 Penalty: 4644.546387
	Iteration 0F: 3 clusters Score -1744842 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1747597.000000 Penalty: 4644.546387
	Iteration 1F: 3 clusters Score -1747597 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1748031.000000 Penalty: 4644.546387
	Iteration 2F: 3 clusters Score -1748031 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1748388.500000 Penalty: 4644.546387
	Iteration 3F: 3 clusters Score -1748388 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1748655.125000 Penalty: 4644.546387
	Iteration 4Q: 3 clusters Score -1748655 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1748865.375000 Penalty: 4644.546387
	Iteration 5Q: 3 clusters Score -1748865 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1749028.500000 Penalty: 4644.546387
	Iteration 6Q: 3 clusters Score -1749028 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1749207.875000 Penalty: 4644.546387
	Iteration 7Q: 3 clusters Score -1749208 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1749393.125000 Penalty: 4644.546387
	Iteration 8Q: 3 clusters Score -1749393 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1749563.000000 Penalty: 4644.546387
	Iteration 9Q: 3 clusters Score -1749563 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1749741.250000 Penalty: 4644.546387
	Iteration 10Q: 3 clusters Score -1749741 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1749949.250000 Penalty: 4644.546387
	Iteration 11Q: 3 clusters Score -1749949 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1750163.625000 Penalty: 4644.546387
	Iteration 12Q: 3 clusters Score -1750164 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1750379.875000 Penalty: 4644.546387
	Iteration 13Q: 3 clusters Score -1750380 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1750606.875000 Penalty: 4644.546387
	Iteration 14Q: 3 clusters Score -1750607 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1750806.000000 Penalty: 4644.546387
	Iteration 15Q: 3 clusters Score -1750806 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1751006.250000 Penalty: 4644.546387
	Iteration 16Q: 3 clusters Score -1751006 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1751162.875000 Penalty: 4644.546387
	Iteration 17Q: 3 clusters Score -1751163 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1751336.625000 Penalty: 4644.546387
	Iteration 18Q: 3 clusters Score -1751337 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1751554.750000 Penalty: 4644.546387
	Iteration 19Q: 3 clusters Score -1751555 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1751763.125000 Penalty: 4644.546387
	Iteration 20F: 3 clusters Score -1751763 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1751921.500000 Penalty: 4644.546387
	Iteration 21Q: 3 clusters Score -1751922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1751984.875000 Penalty: 4644.546387
	Iteration 22Q: 3 clusters Score -1751985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1752017.125000 Penalty: 4644.546387
	Iteration 23Q: 3 clusters Score -1752017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1752030.250000 Penalty: 4644.546387
	Iteration 24Q: 3 clusters Score -1752030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1752047.750000 Penalty: 4644.546387
	Iteration 25Q: 3 clusters Score -1752048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1752061.750000 Penalty: 4644.546387
	Iteration 26Q: 3 clusters Score -1752062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1752076.625000 Penalty: 4644.546387
	Iteration 27Q: 3 clusters Score -1752077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1752082.375000 Penalty: 4644.546387
	Iteration 28Q: 3 clusters Score -1752082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1752088.250000 Penalty: 4644.546387
	Iteration 29Q: 3 clusters Score -1752088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1752093.000000 Penalty: 4644.546387
	Iteration 30Q: 3 clusters Score -1752093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1752092.500000 Penalty: 4644.546387
	Iteration 31Q: 3 clusters Score -1752092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1752092.125000 Penalty: 4644.546387
	Iteration 32Q: 3 clusters Score -1752092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1752095.250000 Penalty: 4644.546387
	Iteration 33Q: 3 clusters Score -1752095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1752096.875000 Penalty: 4644.546387
	Iteration 34Q: 3 clusters Score -1752097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1752101.500000 Penalty: 4644.546387
	Iteration 35Q: 3 clusters Score -1752102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1752099.875000 Penalty: 4644.546387
	Iteration 36Q: 3 clusters Score -1752100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1752099.875000 Penalty: 4644.546387
	Iteration 37F: 3 clusters Score -1752100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -87912.320312 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -87912.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86301.671875 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -86301.67 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86701.710938 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -86701.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86969.820312 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -86969.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -87176.539062 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -87176.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87479.984375 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -87479.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -87700.968750 Penalty: 3240.037842
	Iteration 5F: 3 clusters Score -87700.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87844.445312 Penalty: 3240.037842
	Iteration 6F: 3 clusters Score -87844.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -87884.132812 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -87884.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -87900.664062 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -87900.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -87908.773438 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -87908.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -87943.921875 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -87943.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -87978.757812 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -87978.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -87994.304688 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -87994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87998.757812 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -87998.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -87999.750000 Penalty: 3240.037842
	Iteration 14Q: 3 clusters Score -87999.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88000.953125 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -88000.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -88014.085938 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -88014.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88023.304688 Penalty: 3240.037842
	Iteration 17Q: 3 clusters Score -88023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88029.968750 Penalty: 3240.037842
	Iteration 18Q: 3 clusters Score -88029.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88029.968750 Penalty: 3240.037842
	Iteration 19F: 3 clusters Score -88029.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 252 members 
Entering Unmasked Estep 
Score: -70321928.000000 Penalty: 126339.585938
Splitting cluster 24 changes total score from -70323424.000000 to -70321928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (36183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Entering Unmasked Estep 
Score: -5505927.500000 Penalty: 2603.093506
	Iteration 0F: 2 clusters Score -5505928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5481365.000000 Penalty: 5206.187012
	Iteration 0F: 3 clusters Score -5481365 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -5490412.500000 Penalty: 5206.187012
	Iteration 1F: 3 clusters Score -5490412 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5490952.500000 Penalty: 5206.187012
	Iteration 2Q: 3 clusters Score -5490952 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5491604.000000 Penalty: 5206.187012
	Iteration 3Q: 3 clusters Score -5491604 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5492273.500000 Penalty: 5206.187012
	Iteration 4Q: 3 clusters Score -5492274 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5493003.000000 Penalty: 5206.187012
	Iteration 5Q: 3 clusters Score -5493003 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -5493769.500000 Penalty: 5206.187012
	Iteration 6Q: 3 clusters Score -5493770 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5494619.000000 Penalty: 5206.187012
	Iteration 7Q: 3 clusters Score -5494619 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5495561.500000 Penalty: 5206.187012
	Iteration 8Q: 3 clusters Score -5495562 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5496363.500000 Penalty: 5206.187012
	Iteration 9Q: 3 clusters Score -5496364 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -5497174.000000 Penalty: 5206.187012
	Iteration 10Q: 3 clusters Score -5497174 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5497988.500000 Penalty: 5206.187012
	Iteration 11Q: 3 clusters Score -5497988 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5498707.500000 Penalty: 5206.187012
	Iteration 12Q: 3 clusters Score -5498708 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5499401.500000 Penalty: 5206.187012
	Iteration 13Q: 3 clusters Score -5499402 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5499999.500000 Penalty: 5206.187012
	Iteration 14Q: 3 clusters Score -5500000 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5500499.000000 Penalty: 5206.187012
	Iteration 15Q: 3 clusters Score -5500499 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5500883.500000 Penalty: 5206.187012
	Iteration 16Q: 3 clusters Score -5500884 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5501240.500000 Penalty: 5206.187012
	Iteration 17Q: 3 clusters Score -5501240 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -5501512.000000 Penalty: 5206.187012
	Iteration 18Q: 3 clusters Score -5501512 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -5501765.000000 Penalty: 5206.187012
	Iteration 19Q: 3 clusters Score -5501765 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5501956.000000 Penalty: 5206.187012
	Iteration 20F: 3 clusters Score -5501956 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5502142.000000 Penalty: 5206.187012
	Iteration 21Q: 3 clusters Score -5502142 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5502283.000000 Penalty: 5206.187012
	Iteration 22Q: 3 clusters Score -5502283 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5502451.000000 Penalty: 5206.187012
	Iteration 23Q: 3 clusters Score -5502451 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5502607.000000 Penalty: 5206.187012
	Iteration 24Q: 3 clusters Score -5502607 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5502728.500000 Penalty: 5206.187012
	Iteration 25Q: 3 clusters Score -5502728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5502809.500000 Penalty: 5206.187012
	Iteration 26Q: 3 clusters Score -5502810 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5502889.000000 Penalty: 5206.187012
	Iteration 27Q: 3 clusters Score -5502889 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5502988.500000 Penalty: 5206.187012
	Iteration 28Q: 3 clusters Score -5502988 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5503084.500000 Penalty: 5206.187012
	Iteration 29Q: 3 clusters Score -5503084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5503136.500000 Penalty: 5206.187012
	Iteration 30Q: 3 clusters Score -5503136 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5503210.500000 Penalty: 5206.187012
	Iteration 31Q: 3 clusters Score -5503210 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5503275.000000 Penalty: 5206.187012
	Iteration 32Q: 3 clusters Score -5503275 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5503340.000000 Penalty: 5206.187012
	Iteration 33Q: 3 clusters Score -5503340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5503373.500000 Penalty: 5206.187012
	Iteration 34Q: 3 clusters Score -5503374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5503435.500000 Penalty: 5206.187012
	Iteration 35Q: 3 clusters Score -5503436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5503474.000000 Penalty: 5206.187012
	Iteration 36Q: 3 clusters Score -5503474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5503507.500000 Penalty: 5206.187012
	Iteration 37Q: 3 clusters Score -5503508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5503522.500000 Penalty: 5206.187012
	Iteration 38Q: 3 clusters Score -5503522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5503553.500000 Penalty: 5206.187012
	Iteration 39Q: 3 clusters Score -5503554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5503574.500000 Penalty: 5206.187012
	Iteration 40F: 3 clusters Score -5503574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5503604.000000 Penalty: 5206.187012
	Iteration 41Q: 3 clusters Score -5503604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5503634.000000 Penalty: 5206.187012
	Iteration 42Q: 3 clusters Score -5503634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5503649.500000 Penalty: 5206.187012
	Iteration 43Q: 3 clusters Score -5503650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5503665.500000 Penalty: 5206.187012
	Iteration 44Q: 3 clusters Score -5503666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5503683.000000 Penalty: 5206.187012
	Iteration 45Q: 3 clusters Score -5503683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5503693.000000 Penalty: 5206.187012
	Iteration 46Q: 3 clusters Score -5503693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5503712.000000 Penalty: 5206.187012
	Iteration 47Q: 3 clusters Score -5503712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5503714.000000 Penalty: 5206.187012
	Iteration 48Q: 3 clusters Score -5503714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5503725.000000 Penalty: 5206.187012
	Iteration 49Q: 3 clusters Score -5503725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5503723.500000 Penalty: 5206.187012
	Iteration 50Q: 3 clusters Score -5503724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5503733.000000 Penalty: 5206.187012
	Iteration 51Q: 3 clusters Score -5503733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5503736.000000 Penalty: 5206.187012
	Iteration 52Q: 3 clusters Score -5503736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5503743.500000 Penalty: 5206.187012
	Iteration 53Q: 3 clusters Score -5503744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5503739.500000 Penalty: 5206.187012
	Iteration 54Q: 3 clusters Score -5503740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5503742.000000 Penalty: 5206.187012
	Iteration 55Q: 3 clusters Score -5503742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5503740.500000 Penalty: 5206.187012
	Iteration 56Q: 3 clusters Score -5503740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5503737.000000 Penalty: 5206.187012
	Iteration 57Q: 3 clusters Score -5503737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5503740.500000 Penalty: 5206.187012
	Iteration 58Q: 3 clusters Score -5503740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5503744.500000 Penalty: 5206.187012
	Iteration 59Q: 3 clusters Score -5503744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5503747.000000 Penalty: 5206.187012
	Iteration 60F: 3 clusters Score -5503747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5503744.000000 Penalty: 5206.187012
	Iteration 61Q: 3 clusters Score -5503744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5503742.000000 Penalty: 5206.187012
	Iteration 62Q: 3 clusters Score -5503742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5503744.500000 Penalty: 5206.187012
	Iteration 63Q: 3 clusters Score -5503744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5503745.000000 Penalty: 5206.187012
	Iteration 64Q: 3 clusters Score -5503745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5503746.000000 Penalty: 5206.187012
	Iteration 65Q: 3 clusters Score -5503746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5503748.500000 Penalty: 5206.187012
	Iteration 66Q: 3 clusters Score -5503748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5503751.000000 Penalty: 5206.187012
	Iteration 67Q: 3 clusters Score -5503751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5503753.500000 Penalty: 5206.187012
	Iteration 68Q: 3 clusters Score -5503754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5503754.000000 Penalty: 5206.187012
	Iteration 69Q: 3 clusters Score -5503754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5503752.500000 Penalty: 5206.187012
	Iteration 70Q: 3 clusters Score -5503752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5503752.000000 Penalty: 5206.187012
	Iteration 71Q: 3 clusters Score -5503752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5503757.000000 Penalty: 5206.187012
	Iteration 72Q: 3 clusters Score -5503757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5503757.000000 Penalty: 5206.187012
	Iteration 73Q: 3 clusters Score -5503757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5503759.500000 Penalty: 5206.187012
	Iteration 74Q: 3 clusters Score -5503760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5503760.000000 Penalty: 5206.187012
	Iteration 75Q: 3 clusters Score -5503760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5503760.500000 Penalty: 5206.187012
	Iteration 76Q: 3 clusters Score -5503760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5503772.000000 Penalty: 5206.187012
	Iteration 77Q: 3 clusters Score -5503772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5503771.000000 Penalty: 5206.187012
	Iteration 78Q: 3 clusters Score -5503771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5503771.000000 Penalty: 5206.187012
	Iteration 79F: 3 clusters Score -5503771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -653777.187500 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -653777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -649676.562500 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -649676.6 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -650722.687500 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -650722.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -651133.500000 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -651133.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -651459.437500 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -651459.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -651737.937500 Penalty: 4158.409668
	Iteration 4F: 3 clusters Score -651737.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -651959.437500 Penalty: 4158.409668
	Iteration 5F: 3 clusters Score -651959.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -652140.187500 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -652140.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -652309.250000 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -652309.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -652461.312500 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -652461.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -652602.625000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -652602.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -652739.312500 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -652739.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -652846.250000 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -652846.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -652927.312500 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -652927.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -652989.062500 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -652989.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -653030.062500 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -653030.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -653064.875000 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -653064.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -653098.500000 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -653098.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -653117.687500 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -653117.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -653131.937500 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -653131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -653145.750000 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -653145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -653157.250000 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -653157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -653167.812500 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -653167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -653185.000000 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -653185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -653212.687500 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -653212.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -653226.500000 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -653226.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -653239.812500 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -653239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -653255.187500 Penalty: 4158.409668
	Iteration 26Q: 3 clusters Score -653255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -653266.187500 Penalty: 4158.409668
	Iteration 27Q: 3 clusters Score -653266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -653275.625000 Penalty: 4158.409668
	Iteration 28Q: 3 clusters Score -653275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -653279.437500 Penalty: 4158.409668
	Iteration 29Q: 3 clusters Score -653279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -653283.375000 Penalty: 4158.409668
	Iteration 30Q: 3 clusters Score -653283.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -653283.375000 Penalty: 4158.409668
	Iteration 31F: 3 clusters Score -653283.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -731808.750000 Penalty: 2112.660400
	Iteration 0F: 2 clusters Score -731808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -727301.625000 Penalty: 4225.320801
	Iteration 0F: 3 clusters Score -727301.6 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -728389.687500 Penalty: 4225.320801
	Iteration 1F: 3 clusters Score -728389.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -728609.062500 Penalty: 4225.320801
	Iteration 2F: 3 clusters Score -728609.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -728739.875000 Penalty: 4225.320801
	Iteration 3F: 3 clusters Score -728739.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -728837.437500 Penalty: 4225.320801
	Iteration 4Q: 3 clusters Score -728837.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -728914.375000 Penalty: 4225.320801
	Iteration 5Q: 3 clusters Score -728914.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -728988.937500 Penalty: 4225.320801
	Iteration 6Q: 3 clusters Score -728988.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -729063.125000 Penalty: 4225.320801
	Iteration 7Q: 3 clusters Score -729063.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -729137.937500 Penalty: 4225.320801
	Iteration 8Q: 3 clusters Score -729137.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -729206.000000 Penalty: 4225.320801
	Iteration 9Q: 3 clusters Score -729206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -729275.437500 Penalty: 4225.320801
	Iteration 10Q: 3 clusters Score -729275.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -729358.125000 Penalty: 4225.320801
	Iteration 11Q: 3 clusters Score -729358.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -729460.500000 Penalty: 4225.320801
	Iteration 12Q: 3 clusters Score -729460.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -729577.250000 Penalty: 4225.320801
	Iteration 13Q: 3 clusters Score -729577.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -729679.687500 Penalty: 4225.320801
	Iteration 14Q: 3 clusters Score -729679.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -729765.937500 Penalty: 4225.320801
	Iteration 15Q: 3 clusters Score -729765.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -729839.437500 Penalty: 4225.320801
	Iteration 16Q: 3 clusters Score -729839.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -729900.187500 Penalty: 4225.320801
	Iteration 17Q: 3 clusters Score -729900.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -729951.187500 Penalty: 4225.320801
	Iteration 18Q: 3 clusters Score -729951.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -729987.687500 Penalty: 4225.320801
	Iteration 19Q: 3 clusters Score -729987.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -730017.500000 Penalty: 4225.320801
	Iteration 20F: 3 clusters Score -730017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -730042.500000 Penalty: 4225.320801
	Iteration 21Q: 3 clusters Score -730042.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -730060.875000 Penalty: 4225.320801
	Iteration 22Q: 3 clusters Score -730060.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -730082.375000 Penalty: 4225.320801
	Iteration 23Q: 3 clusters Score -730082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -730097.875000 Penalty: 4225.320801
	Iteration 24Q: 3 clusters Score -730097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -730103.937500 Penalty: 4225.320801
	Iteration 25Q: 3 clusters Score -730103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -730109.875000 Penalty: 4225.320801
	Iteration 26Q: 3 clusters Score -730109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -730114.250000 Penalty: 4225.320801
	Iteration 27Q: 3 clusters Score -730114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -730121.000000 Penalty: 4225.320801
	Iteration 28Q: 3 clusters Score -730121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -730124.062500 Penalty: 4225.320801
	Iteration 29Q: 3 clusters Score -730124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -730128.562500 Penalty: 4225.320801
	Iteration 30Q: 3 clusters Score -730128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -730129.125000 Penalty: 4225.320801
	Iteration 31Q: 3 clusters Score -730129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -730131.875000 Penalty: 4225.320801
	Iteration 32Q: 3 clusters Score -730131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -730135.500000 Penalty: 4225.320801
	Iteration 33Q: 3 clusters Score -730135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -730134.875000 Penalty: 4225.320801
	Iteration 34Q: 3 clusters Score -730134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -730136.625000 Penalty: 4225.320801
	Iteration 35Q: 3 clusters Score -730136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -730138.062500 Penalty: 4225.320801
	Iteration 36Q: 3 clusters Score -730138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -730139.875000 Penalty: 4225.320801
	Iteration 37Q: 3 clusters Score -730139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -730140.000000 Penalty: 4225.320801
	Iteration 38Q: 3 clusters Score -730140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -730139.750000 Penalty: 4225.320801
	Iteration 39Q: 3 clusters Score -730139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -730140.500000 Penalty: 4225.320801
	Iteration 40F: 3 clusters Score -730140.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (96765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Entering Unmasked Estep 
Score: -14867207.000000 Penalty: 2847.050049
	Iteration 0F: 2 clusters Score -1.486721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -14802755.000000 Penalty: 5694.100098
	Iteration 0F: 3 clusters Score -1.480276e+07 nChanged 45680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -14829274.000000 Penalty: 5694.100098
	Iteration 1F: 3 clusters Score -1.482927e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -14830385.000000 Penalty: 5694.100098
	Iteration 2Q: 3 clusters Score -1.483038e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -14832005.000000 Penalty: 5694.100098
	Iteration 3Q: 3 clusters Score -1.4832e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -14834483.000000 Penalty: 5694.100098
	Iteration 4F: 3 clusters Score -1.483448e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -14838255.000000 Penalty: 5694.100098
	Iteration 5F: 3 clusters Score -1.483826e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -14844056.000000 Penalty: 5694.100098
	Iteration 6F: 3 clusters Score -1.484406e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -14850781.000000 Penalty: 5694.100098
	Iteration 7F: 3 clusters Score -1.485078e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -14856288.000000 Penalty: 5694.100098
	Iteration 8F: 3 clusters Score -1.485629e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -14859766.000000 Penalty: 5694.100098
	Iteration 9Q: 3 clusters Score -1.485977e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -14861871.000000 Penalty: 5694.100098
	Iteration 10Q: 3 clusters Score -1.486187e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -14862934.000000 Penalty: 5694.100098
	Iteration 11Q: 3 clusters Score -1.486293e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -14863521.000000 Penalty: 5694.100098
	Iteration 12Q: 3 clusters Score -1.486352e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -14863948.000000 Penalty: 5694.100098
	Iteration 13Q: 3 clusters Score -1.486395e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -14864264.000000 Penalty: 5694.100098
	Iteration 14Q: 3 clusters Score -1.486426e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -14864408.000000 Penalty: 5694.100098
	Iteration 15Q: 3 clusters Score -1.486441e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -14864542.000000 Penalty: 5694.100098
	Iteration 16Q: 3 clusters Score -1.486454e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -14864668.000000 Penalty: 5694.100098
	Iteration 17Q: 3 clusters Score -1.486467e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -14864729.000000 Penalty: 5694.100098
	Iteration 18Q: 3 clusters Score -1.486473e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -14864759.000000 Penalty: 5694.100098
	Iteration 19Q: 3 clusters Score -1.486476e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -14864803.000000 Penalty: 5694.100098
	Iteration 20F: 3 clusters Score -1.48648e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -14864835.000000 Penalty: 5694.100098
	Iteration 21Q: 3 clusters Score -1.486484e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -14864860.000000 Penalty: 5694.100098
	Iteration 22Q: 3 clusters Score -1.486486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -14864850.000000 Penalty: 5694.100098
	Iteration 23Q: 3 clusters Score -1.486485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -14864880.000000 Penalty: 5694.100098
	Iteration 24Q: 3 clusters Score -1.486488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -14864885.000000 Penalty: 5694.100098
	Iteration 25Q: 3 clusters Score -1.486488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -14864898.000000 Penalty: 5694.100098
	Iteration 26Q: 3 clusters Score -1.48649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -14864908.000000 Penalty: 5694.100098
	Iteration 27Q: 3 clusters Score -1.486491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -14864929.000000 Penalty: 5694.100098
	Iteration 28Q: 3 clusters Score -1.486493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -14864937.000000 Penalty: 5694.100098
	Iteration 29Q: 3 clusters Score -1.486494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -14864945.000000 Penalty: 5694.100098
	Iteration 30Q: 3 clusters Score -1.486494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -14864967.000000 Penalty: 5694.100098
	Iteration 31Q: 3 clusters Score -1.486497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -14864967.000000 Penalty: 5694.100098
	Iteration 32Q: 3 clusters Score -1.486497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -14864971.000000 Penalty: 5694.100098
	Iteration 33Q: 3 clusters Score -1.486497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -14864965.000000 Penalty: 5694.100098
	Iteration 34Q: 3 clusters Score -1.486496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -14864965.000000 Penalty: 5694.100098
	Iteration 35Q: 3 clusters Score -1.486496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -14864974.000000 Penalty: 5694.100098
	Iteration 36Q: 3 clusters Score -1.486497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -14864974.000000 Penalty: 5694.100098
	Iteration 37Q: 3 clusters Score -1.486497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -14864984.000000 Penalty: 5694.100098
	Iteration 38Q: 3 clusters Score -1.486498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -14864988.000000 Penalty: 5694.100098
	Iteration 39Q: 3 clusters Score -1.486499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -14864992.000000 Penalty: 5694.100098
	Iteration 40F: 3 clusters Score -1.486499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -14865000.000000 Penalty: 5694.100098
	Iteration 41Q: 3 clusters Score -1.4865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -14865003.000000 Penalty: 5694.100098
	Iteration 42Q: 3 clusters Score -1.4865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -14865006.000000 Penalty: 5694.100098
	Iteration 43Q: 3 clusters Score -1.486501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -14865012.000000 Penalty: 5694.100098
	Iteration 44Q: 3 clusters Score -1.486501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -14865016.000000 Penalty: 5694.100098
	Iteration 45Q: 3 clusters Score -1.486502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -14865002.000000 Penalty: 5694.100098
	Iteration 46Q: 3 clusters Score -1.4865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -14865015.000000 Penalty: 5694.100098
	Iteration 47Q: 3 clusters Score -1.486502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -14865007.000000 Penalty: 5694.100098
	Iteration 48Q: 3 clusters Score -1.486501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -14865007.000000 Penalty: 5694.100098
	Iteration 49F: 3 clusters Score -1.486501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -115149.632812 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -115149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113375.960938 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -113376 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113738.851562 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -113738.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113973.539062 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -113973.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114158.953125 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -114159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114309.343750 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -114309.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114428.039062 Penalty: 3333.827148
	Iteration 5F: 3 clusters Score -114428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114529.281250 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -114529.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114572.718750 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -114572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -114602.703125 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -114602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114631.015625 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -114631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114719.632812 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -114719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114790.257812 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -114790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114853.320312 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -114853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115025.171875 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -115025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115303.109375 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -115303.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115405.148438 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -115405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115442.054688 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -115442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115462.859375 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -115462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115477.531250 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -115477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115481.523438 Penalty: 3333.827148
	Iteration 19Q: 3 clusters Score -115481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115484.054688 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -115484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 562 members 
Entering Unmasked Estep 
Score: -70322112.000000 Penalty: 126339.585938
Splitting cluster 29 changes total score from -70323424.000000 to -70322112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -292909.343750 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -292909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -290214.625000 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -290214.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -290836.250000 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -290836.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -291084.000000 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -291084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291251.718750 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -291251.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -291420.625000 Penalty: 3804.995117
	Iteration 4F: 3 clusters Score -291420.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291599.125000 Penalty: 3804.995117
	Iteration 5F: 3 clusters Score -291599.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -291779.437500 Penalty: 3804.995117
	Iteration 6Q: 3 clusters Score -291779.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -291951.281250 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -291951.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -292138.031250 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -292138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -292271.687500 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -292271.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292336.156250 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -292336.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -292376.031250 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -292376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292397.093750 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -292397.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -292410.375000 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -292410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -292415.406250 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -292415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292422.500000 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -292422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -292426.125000 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -292426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -292428.687500 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -292428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -292428.687500 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -292428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -292429.687500 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -292429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -292429.937500 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -292429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -292430.375000 Penalty: 3804.995117
	Iteration 21Q: 3 clusters Score -292430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -292431.031250 Penalty: 3804.995117
	Iteration 22Q: 3 clusters Score -292431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -292431.500000 Penalty: 3804.995117
	Iteration 23Q: 3 clusters Score -292431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292432.062500 Penalty: 3804.995117
	Iteration 24Q: 3 clusters Score -292432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292432.937500 Penalty: 3804.995117
	Iteration 25Q: 3 clusters Score -292432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292432.937500 Penalty: 3804.995117
	Iteration 26F: 3 clusters Score -292432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Entering Unmasked Estep 
Score: -3999059.000000 Penalty: 2525.929932
	Iteration 0F: 2 clusters Score -3999059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3980668.750000 Penalty: 5051.859863
	Iteration 0F: 3 clusters Score -3980669 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3987238.750000 Penalty: 5051.859863
	Iteration 1F: 3 clusters Score -3987239 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3987628.500000 Penalty: 5051.859863
	Iteration 2Q: 3 clusters Score -3987628 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3988005.500000 Penalty: 5051.859863
	Iteration 3Q: 3 clusters Score -3988006 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3988348.000000 Penalty: 5051.859863
	Iteration 4Q: 3 clusters Score -3988348 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3988724.500000 Penalty: 5051.859863
	Iteration 5Q: 3 clusters Score -3988724 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3989216.500000 Penalty: 5051.859863
	Iteration 6Q: 3 clusters Score -3989216 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3989887.500000 Penalty: 5051.859863
	Iteration 7Q: 3 clusters Score -3989888 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3990741.750000 Penalty: 5051.859863
	Iteration 8F: 3 clusters Score -3990742 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3991795.000000 Penalty: 5051.859863
	Iteration 9F: 3 clusters Score -3991795 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3992979.500000 Penalty: 5051.859863
	Iteration 10F: 3 clusters Score -3992980 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3994153.750000 Penalty: 5051.859863
	Iteration 11F: 3 clusters Score -3994154 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3995120.500000 Penalty: 5051.859863
	Iteration 12Q: 3 clusters Score -3995120 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3995771.000000 Penalty: 5051.859863
	Iteration 13Q: 3 clusters Score -3995771 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3996275.500000 Penalty: 5051.859863
	Iteration 14Q: 3 clusters Score -3996276 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3996558.500000 Penalty: 5051.859863
	Iteration 15Q: 3 clusters Score -3996558 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3996689.250000 Penalty: 5051.859863
	Iteration 16Q: 3 clusters Score -3996689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3996765.000000 Penalty: 5051.859863
	Iteration 17Q: 3 clusters Score -3996765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3996803.500000 Penalty: 5051.859863
	Iteration 18Q: 3 clusters Score -3996804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3996833.000000 Penalty: 5051.859863
	Iteration 19Q: 3 clusters Score -3996833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3996853.500000 Penalty: 5051.859863
	Iteration 20F: 3 clusters Score -3996854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3996858.500000 Penalty: 5051.859863
	Iteration 21Q: 3 clusters Score -3996858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3996863.750000 Penalty: 5051.859863
	Iteration 22Q: 3 clusters Score -3996864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3996874.750000 Penalty: 5051.859863
	Iteration 23Q: 3 clusters Score -3996875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3996882.000000 Penalty: 5051.859863
	Iteration 24Q: 3 clusters Score -3996882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3996881.750000 Penalty: 5051.859863
	Iteration 25Q: 3 clusters Score -3996882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3996889.000000 Penalty: 5051.859863
	Iteration 26Q: 3 clusters Score -3996889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3996901.750000 Penalty: 5051.859863
	Iteration 27Q: 3 clusters Score -3996902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3996909.250000 Penalty: 5051.859863
	Iteration 28Q: 3 clusters Score -3996909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3996906.750000 Penalty: 5051.859863
	Iteration 29Q: 3 clusters Score -3996907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3996907.000000 Penalty: 5051.859863
	Iteration 30Q: 3 clusters Score -3996907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3996910.250000 Penalty: 5051.859863
	Iteration 31Q: 3 clusters Score -3996910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3996913.500000 Penalty: 5051.859863
	Iteration 32Q: 3 clusters Score -3996914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3996922.750000 Penalty: 5051.859863
	Iteration 33Q: 3 clusters Score -3996923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3996925.250000 Penalty: 5051.859863
	Iteration 34Q: 3 clusters Score -3996925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3996924.000000 Penalty: 5051.859863
	Iteration 35Q: 3 clusters Score -3996924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3996927.250000 Penalty: 5051.859863
	Iteration 36Q: 3 clusters Score -3996927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3996929.750000 Penalty: 5051.859863
	Iteration 37Q: 3 clusters Score -3996930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3996929.500000 Penalty: 5051.859863
	Iteration 38Q: 3 clusters Score -3996930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3996929.500000 Penalty: 5051.859863
	Iteration 39F: 3 clusters Score -3996930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -99644.867188 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -99644.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97932.507812 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -97932.51 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98530.218750 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -98530.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98834.789062 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -98834.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98998.601562 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -98998.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -99065.953125 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -99065.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99129.664062 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -99129.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -99180.710938 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -99180.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -99220.320312 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -99220.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99265.890625 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -99265.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99281.328125 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -99281.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99291.234375 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -99291.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -99302.140625 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -99302.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -99306.328125 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -99306.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -99306.328125 Penalty: 3289.472900
	Iteration 13F: 3 clusters Score -99306.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -52592.277344 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -52592.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51354.039062 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -51354.04 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51679.507812 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -51679.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51787.609375 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -51787.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51839.125000 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -51839.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51849.875000 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -51849.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51859.574219 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -51859.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51863.476562 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -51863.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51868.226562 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -51868.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51874.507812 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51874.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51876.125000 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -51876.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51876.125000 Penalty: 3034.576172
	Iteration 10F: 3 clusters Score -51876.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -349709.906250 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -349709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346837.250000 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -346837.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -347426.250000 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -347426.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -347685.531250 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -347685.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -347888.156250 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -347888.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -348107.437500 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -348107.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -348279.781250 Penalty: 3861.923828
	Iteration 5F: 3 clusters Score -348279.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -348410.187500 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -348410.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -348516.937500 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -348516.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -348582.281250 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -348582.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -348622.812500 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -348622.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -348651.500000 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -348651.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -348672.718750 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -348672.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -348690.343750 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -348690.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -348702.218750 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -348702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -348705.343750 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -348705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -348707.437500 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -348707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348707.656250 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -348707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348707.656250 Penalty: 3861.923828
	Iteration 17F: 3 clusters Score -348707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1289541.625000 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -1289542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1282911.875000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -1282912 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1284643.250000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -1284643 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1284882.875000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -1284883 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1285059.500000 Penalty: 4477.282227
	Iteration 3F: 3 clusters Score -1285060 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1285188.750000 Penalty: 4477.282227
	Iteration 4Q: 3 clusters Score -1285189 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1285291.250000 Penalty: 4477.282227
	Iteration 5Q: 3 clusters Score -1285291 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1285376.875000 Penalty: 4477.282227
	Iteration 6Q: 3 clusters Score -1285377 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1285456.875000 Penalty: 4477.282227
	Iteration 7Q: 3 clusters Score -1285457 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1285527.875000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -1285528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1285588.625000 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -1285589 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1285648.625000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -1285649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1285708.125000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -1285708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1285764.250000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -1285764 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1285823.625000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -1285824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1285891.875000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -1285892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1285974.750000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -1285975 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1286079.250000 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -1286079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1286194.250000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -1286194 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1286337.750000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -1286338 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1286512.875000 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -1286513 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1286683.375000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -1286683 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1286840.000000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -1286840 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1286998.500000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -1286998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1287128.875000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -1287129 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1287222.250000 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -1287222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1287300.125000 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -1287300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1287368.875000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -1287369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1287424.875000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -1287425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1287464.750000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -1287465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1287495.750000 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -1287496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1287518.000000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -1287518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1287532.625000 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -1287533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1287550.500000 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -1287550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1287572.500000 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -1287572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1287582.125000 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -1287582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1287590.875000 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -1287591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1287601.875000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -1287602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1287608.000000 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -1287608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1287614.625000 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -1287615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1287619.250000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -1287619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1287623.250000 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -1287623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1287627.000000 Penalty: 4477.282227
	Iteration 41Q: 3 clusters Score -1287627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1287630.875000 Penalty: 4477.282227
	Iteration 42Q: 3 clusters Score -1287631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1287632.375000 Penalty: 4477.282227
	Iteration 43Q: 3 clusters Score -1287632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1287632.375000 Penalty: 4477.282227
	Iteration 44F: 3 clusters Score -1287632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -340092.125000 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -340092.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -337364.187500 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -337364.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337850.343750 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -337850.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -337968.031250 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -337968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -338058.562500 Penalty: 3832.857422
	Iteration 3Q: 3 clusters Score -338058.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -338139.031250 Penalty: 3832.857422
	Iteration 4Q: 3 clusters Score -338139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -338190.125000 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -338190.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -338223.187500 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -338223.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -338251.406250 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -338251.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -338280.625000 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -338280.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -338309.968750 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -338310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -338336.250000 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -338336.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -338353.687500 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -338353.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -338371.468750 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -338371.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -338388.093750 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -338388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -338401.843750 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -338401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -338420.218750 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -338420.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -338437.593750 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -338437.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -338457.062500 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -338457.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -338475.562500 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -338475.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -338490.562500 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -338490.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -338502.812500 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -338502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -338512.687500 Penalty: 3832.857422
	Iteration 21Q: 3 clusters Score -338512.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -338523.750000 Penalty: 3832.857422
	Iteration 22Q: 3 clusters Score -338523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -338528.968750 Penalty: 3832.857422
	Iteration 23Q: 3 clusters Score -338529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -338538.062500 Penalty: 3832.857422
	Iteration 24Q: 3 clusters Score -338538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -338543.875000 Penalty: 3832.857422
	Iteration 25Q: 3 clusters Score -338543.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -338548.812500 Penalty: 3832.857422
	Iteration 26Q: 3 clusters Score -338548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -338554.687500 Penalty: 3832.857422
	Iteration 27Q: 3 clusters Score -338554.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -338559.781250 Penalty: 3832.857422
	Iteration 28Q: 3 clusters Score -338559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -338560.156250 Penalty: 3832.857422
	Iteration 29Q: 3 clusters Score -338560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -338560.375000 Penalty: 3832.857422
	Iteration 30Q: 3 clusters Score -338560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -338560.375000 Penalty: 3832.857422
	Iteration 31F: 3 clusters Score -338560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36714.218750 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36714.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35990.398438 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35990.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36191.621094 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -36191.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -36308.320312 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -36308.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -36404.097656 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -36404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -36450.511719 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -36450.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -36484.574219 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36484.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -36489.390625 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36489.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -36489.390625 Penalty: 2794.855469
	Iteration 7F: 3 clusters Score -36489.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -23236.089844 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23236.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22222.656250 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22222.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22413.619141 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22413.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22455.445312 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22455.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22502.996094 Penalty: 2692.955322
	Iteration 3F: 3 clusters Score -22503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22516.753906 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -22516.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22521.111328 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -22521.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22521.111328 Penalty: 2692.955322
	Iteration 6F: 3 clusters Score -22521.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159612 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9104 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36183 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96765 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26508 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323408.000000 Penalty: 123100.109375
Iteration 159Q: 39 clusters Score -7.032341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43990 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159603 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36184 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96771 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26507 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8324 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323424.000000 Penalty: 123100.109375
Iteration 160F: 39 clusters Score -7.032342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159588 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19672 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36186 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 96783 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26506 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8324 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323392.000000 Penalty: 123100.109375
Iteration 161Q: 39 clusters Score -7.032339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 159574 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9108 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36186 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96795 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26506 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8325 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323384.000000 Penalty: 123100.109375
Iteration 162Q: 39 clusters Score -7.032338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159565 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96805 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26505 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8324 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323360.000000 Penalty: 123100.109375
Iteration 163Q: 39 clusters Score -7.032336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159554 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96816 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26504 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323384.000000 Penalty: 123100.109375
Iteration 164Q: 39 clusters Score -7.032338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159545 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96824 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26504 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323368.000000 Penalty: 123100.109375
Iteration 165Q: 39 clusters Score -7.032337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159539 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96830 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26504 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323392.000000 Penalty: 123100.109375
Iteration 166Q: 39 clusters Score -7.032339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159534 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96835 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26504 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323392.000000 Penalty: 123100.109375
Iteration 167Q: 39 clusters Score -7.032339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159531 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96838 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26503 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323480.000000 Penalty: 123100.109375
Iteration 168Q: 39 clusters Score -7.032348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159530 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96840 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26502 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323416.000000 Penalty: 123100.109375
Iteration 169Q: 39 clusters Score -7.032342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159531 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96841 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26498 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323416.000000 Penalty: 123100.109375
Iteration 170Q: 39 clusters Score -7.032342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96841 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26495 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323384.000000 Penalty: 123100.109375
Iteration 171Q: 39 clusters Score -7.032338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96843 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26493 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323408.000000 Penalty: 123100.109375
Iteration 172Q: 39 clusters Score -7.032341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159534 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96845 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26490 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323400.000000 Penalty: 123100.109375
Iteration 173Q: 39 clusters Score -7.03234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159535 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96847 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26487 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323424.000000 Penalty: 123100.109375
Iteration 174Q: 39 clusters Score -7.032342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96851 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26485 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323408.000000 Penalty: 123100.109375
Iteration 175Q: 39 clusters Score -7.032341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159532 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96852 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26485 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323424.000000 Penalty: 123100.109375
Iteration 176Q: 39 clusters Score -7.032342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159534 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96852 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26483 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323400.000000 Penalty: 123100.109375
Iteration 177Q: 39 clusters Score -7.03234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159537 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96852 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26480 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323424.000000 Penalty: 123100.109375
Iteration 178Q: 39 clusters Score -7.032342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159538 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96853 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26478 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323416.000000 Penalty: 123100.109375
Iteration 179Q: 39 clusters Score -7.032342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159540 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96853 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26475 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323416.000000 Penalty: 123100.109375
Iteration 180F: 39 clusters Score -7.032342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159542 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9112 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96853 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26472 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323448.000000 Penalty: 123100.109375
Iteration 181Q: 39 clusters Score -7.032345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159545 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96853 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26470 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323456.000000 Penalty: 123100.109375
Iteration 182Q: 39 clusters Score -7.032346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159545 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96854 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26469 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323432.000000 Penalty: 123100.109375
Iteration 183Q: 39 clusters Score -7.032343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96855 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323432.000000 Penalty: 123100.109375
Iteration 184Q: 39 clusters Score -7.032343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323432.000000 Penalty: 123100.109375
Iteration 185Q: 39 clusters Score -7.032343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323432.000000 Penalty: 123100.109375
Iteration 186F: 39 clusters Score -7.032343e+07 nChanged 0
Entering ConstructFrom: 
Score: -70323432.000000 Penalty: 123100.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -409607.625000 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -409607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -406394.281250 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -406394.3 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -407235.468750 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -407235.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -407767.781250 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -407767.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -408371.781250 Penalty: 3955.026855
	Iteration 3F: 3 clusters Score -408371.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -409008.062500 Penalty: 3955.026855
	Iteration 4F: 3 clusters Score -409008.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -409488.312500 Penalty: 3955.026855
	Iteration 5F: 3 clusters Score -409488.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -409734.500000 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -409734.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -409839.062500 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -409839.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -409876.250000 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -409876.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -409896.031250 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -409896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -409912.125000 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -409912.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -409926.125000 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -409926.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -409938.093750 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -409938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -409941.687500 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -409941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -409943.656250 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -409943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -409944.718750 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -409944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -409945.812500 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -409945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -409946.687500 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -409946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -409946.906250 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -409946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -409947.625000 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -409947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -409947.625000 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -409947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 1831 members 
Entering Unmasked Estep 
Score: -70322424.000000 Penalty: 126339.585938
Splitting cluster 1 changes total score from -70323432.000000 to -70322424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -199133.593750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -199133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -196924.359375 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -196924.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -197383.015625 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -197383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -197594.578125 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -197594.6 nChanged 82
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: -197743.578125 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -197743.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -197917.343750 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -197917.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -198129.781250 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -198129.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -198339.953125 Penalty: 3611.908447
	Iteration 6F: 3 clusters Score -198340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -198461.921875 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -198461.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198559.500000 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -198559.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198613.796875 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -198613.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -198659.718750 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -198659.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -198682.750000 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -198682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -198708.406250 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -198708.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -198739.171875 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -198739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198757.062500 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -198757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198775.765625 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -198775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198786.546875 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -198786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198790.156250 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -198790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198795.640625 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -198795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198809.093750 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -198809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198816.562500 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -198816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -198823.671875 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -198823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -198825.937500 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -198825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198830.218750 Penalty: 3611.908447
	Iteration 23Q: 3 clusters Score -198830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198830.765625 Penalty: 3611.908447
	Iteration 24Q: 3 clusters Score -198830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198830.765625 Penalty: 3611.908447
	Iteration 25F: 3 clusters Score -198830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Entering Unmasked Estep 
Score: -6748579.000000 Penalty: 2651.557129
	Iteration 0F: 2 clusters Score -6748579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -6718937.000000 Penalty: 5303.114258
	Iteration 0F: 3 clusters Score -6718937 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -6729937.500000 Penalty: 5303.114258
	Iteration 1F: 3 clusters Score -6729938 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -6730527.500000 Penalty: 5303.114258
	Iteration 2Q: 3 clusters Score -6730528 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -6731127.000000 Penalty: 5303.114258
	Iteration 3Q: 3 clusters Score -6731127 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6731883.000000 Penalty: 5303.114258
	Iteration 4Q: 3 clusters Score -6731883 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -6732829.500000 Penalty: 5303.114258
	Iteration 5Q: 3 clusters Score -6732830 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -6734296.000000 Penalty: 5303.114258
	Iteration 6F: 3 clusters Score -6734296 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -6736323.500000 Penalty: 5303.114258
	Iteration 7F: 3 clusters Score -6736324 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6738881.000000 Penalty: 5303.114258
	Iteration 8F: 3 clusters Score -6738881 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -6741690.500000 Penalty: 5303.114258
	Iteration 9F: 3 clusters Score -6741690 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -6743824.500000 Penalty: 5303.114258
	Iteration 10F: 3 clusters Score -6743824 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6745169.000000 Penalty: 5303.114258
	Iteration 11Q: 3 clusters Score -6745169 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6745768.500000 Penalty: 5303.114258
	Iteration 12Q: 3 clusters Score -6745768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6746011.000000 Penalty: 5303.114258
	Iteration 13Q: 3 clusters Score -6746011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -6746108.000000 Penalty: 5303.114258
	Iteration 14Q: 3 clusters Score -6746108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -6746171.500000 Penalty: 5303.114258
	Iteration 15Q: 3 clusters Score -6746172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -6746203.000000 Penalty: 5303.114258
	Iteration 16Q: 3 clusters Score -6746203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -6746222.000000 Penalty: 5303.114258
	Iteration 17Q: 3 clusters Score -6746222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -6746241.500000 Penalty: 5303.114258
	Iteration 18Q: 3 clusters Score -6746242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -6746263.000000 Penalty: 5303.114258
	Iteration 19Q: 3 clusters Score -6746263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -6746271.500000 Penalty: 5303.114258
	Iteration 20F: 3 clusters Score -6746272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -6746279.500000 Penalty: 5303.114258
	Iteration 21Q: 3 clusters Score -6746280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -6746290.000000 Penalty: 5303.114258
	Iteration 22Q: 3 clusters Score -6746290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6746291.500000 Penalty: 5303.114258
	Iteration 23Q: 3 clusters Score -6746292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -6746295.000000 Penalty: 5303.114258
	Iteration 24Q: 3 clusters Score -6746295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -6746295.000000 Penalty: 5303.114258
	Iteration 25F: 3 clusters Score -6746295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -81072.039062 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -81072.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79778.914062 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -79778.91 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80664.679688 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -80664.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81167.984375 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -81167.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81436.726562 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -81436.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81735.359375 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -81735.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -81810.304688 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -81810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81861.015625 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -81861.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -81890.578125 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -81890.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81894.859375 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -81894.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81894.859375 Penalty: 3240.037842
	Iteration 9F: 3 clusters Score -81894.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 169 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 518 members 
Entering Unmasked Estep 
Score: -70322624.000000 Penalty: 126339.585938
Splitting cluster 4 changes total score from -70323432.000000 to -70322624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -30511.076172 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -30511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29625.015625 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -29625.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29893.857422 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -29893.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29984.107422 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -29984.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30047.507812 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -30047.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30137.660156 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -30137.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30172.630859 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -30172.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30174.300781 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -30174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30177.826172 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -30177.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30177.826172 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -30177.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -308824.250000 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -308824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -306122.937500 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -306122.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306627.031250 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -306627 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -306787.468750 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -306787.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306918.156250 Penalty: 3798.714844
	Iteration 3F: 3 clusters Score -306918.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -307033.687500 Penalty: 3798.714844
	Iteration 4Q: 3 clusters Score -307033.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -307137.968750 Penalty: 3798.714844
	Iteration 5Q: 3 clusters Score -307138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -307266.812500 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -307266.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -307404.468750 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -307404.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -307499.968750 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -307500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -307544.093750 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -307544.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -307582.250000 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -307582.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -307621.312500 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -307621.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -307648.843750 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -307648.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -307665.937500 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -307665.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -307679.031250 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -307679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -307689.125000 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -307689.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -307694.625000 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -307694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -307699.218750 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -307699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -307699.968750 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -307700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -307699.968750 Penalty: 3798.714844
	Iteration 19F: 3 clusters Score -307700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -117013.875000 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -117013.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115275.085938 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -115275.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115913.500000 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -115913.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116226.101562 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -116226.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116630.382812 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -116630.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -116993.039062 Penalty: 3431.672852
	Iteration 4F: 3 clusters Score -116993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117213.343750 Penalty: 3431.672852
	Iteration 5F: 3 clusters Score -117213.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -117367.656250 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -117367.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -117560.257812 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -117560.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -117668.367188 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -117668.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -117778.343750 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -117778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -117832.351562 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -117832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -117880.125000 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -117880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -117913.765625 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -117913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -117917.734375 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -117917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -117922.914062 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -117922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -117931.875000 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -117931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -117931.875000 Penalty: 3431.672852
	Iteration 16F: 3 clusters Score -117931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 203 members 
Entering Unmasked Estep 
Score: -70322744.000000 Penalty: 126339.585938
Splitting cluster 7 changes total score from -70323432.000000 to -70322744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -323735.093750 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -323735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -321070.062500 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -321070.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -321690.625000 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -321690.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -321881.593750 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -321881.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -321983.437500 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -321983.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -322064.656250 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -322064.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -322111.031250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -322111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -322156.718750 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -322156.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -322181.500000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -322181.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -322216.062500 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -322216.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -322244.187500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -322244.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -322270.593750 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -322270.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -322295.250000 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -322295.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -322309.875000 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -322309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -322319.062500 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -322319.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -322332.531250 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -322332.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -322342.937500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -322342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -322352.062500 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -322352.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -322360.906250 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -322360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -322364.937500 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -322364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322368.281250 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -322368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322368.281250 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -322368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -1483062.125000 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -1483062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1475540.000000 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -1475540 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1477788.875000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -1477789 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1478245.875000 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -1478246 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1478621.375000 Penalty: 4556.838379
	Iteration 3F: 3 clusters Score -1478621 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1478960.250000 Penalty: 4556.838379
	Iteration 4F: 3 clusters Score -1478960 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1479200.375000 Penalty: 4556.838379
	Iteration 5Q: 3 clusters Score -1479200 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1479360.500000 Penalty: 4556.838379
	Iteration 6Q: 3 clusters Score -1479360 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1479502.875000 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -1479503 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1479603.500000 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -1479604 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1479688.000000 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -1479688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1479752.125000 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -1479752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1479801.750000 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -1479802 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1479841.625000 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -1479842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1479880.750000 Penalty: 4556.838379
	Iteration 13Q: 3 clusters Score -1479881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1479911.000000 Penalty: 4556.838379
	Iteration 14Q: 3 clusters Score -1479911 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1479940.625000 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -1479941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1479965.375000 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -1479965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1480002.375000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -1480002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1480044.750000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -1480045 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1480081.875000 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -1480082 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1480115.750000 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -1480116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1480158.500000 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -1480158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1480201.375000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -1480201 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1480251.250000 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -1480251 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1480308.500000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -1480308 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1480373.500000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -1480374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1480437.875000 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -1480438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1480489.125000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -1480489 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1480555.750000 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -1480556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1480611.375000 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -1480611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1480677.875000 Penalty: 4556.838379
	Iteration 30Q: 3 clusters Score -1480678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1480739.500000 Penalty: 4556.838379
	Iteration 31Q: 3 clusters Score -1480740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1480809.875000 Penalty: 4556.838379
	Iteration 32Q: 3 clusters Score -1480810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1480881.125000 Penalty: 4556.838379
	Iteration 33Q: 3 clusters Score -1480881 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1480960.500000 Penalty: 4556.838379
	Iteration 34Q: 3 clusters Score -1480960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1481051.250000 Penalty: 4556.838379
	Iteration 35Q: 3 clusters Score -1481051 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1481127.375000 Penalty: 4556.838379
	Iteration 36Q: 3 clusters Score -1481127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1481207.250000 Penalty: 4556.838379
	Iteration 37Q: 3 clusters Score -1481207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1481281.250000 Penalty: 4556.838379
	Iteration 38Q: 3 clusters Score -1481281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1481345.250000 Penalty: 4556.838379
	Iteration 39Q: 3 clusters Score -1481345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1481384.000000 Penalty: 4556.838379
	Iteration 40F: 3 clusters Score -1481384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1481402.250000 Penalty: 4556.838379
	Iteration 41Q: 3 clusters Score -1481402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1481427.750000 Penalty: 4556.838379
	Iteration 42Q: 3 clusters Score -1481428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1481444.250000 Penalty: 4556.838379
	Iteration 43Q: 3 clusters Score -1481444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1481460.250000 Penalty: 4556.838379
	Iteration 44Q: 3 clusters Score -1481460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1481464.500000 Penalty: 4556.838379
	Iteration 45Q: 3 clusters Score -1481464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1481467.250000 Penalty: 4556.838379
	Iteration 46Q: 3 clusters Score -1481467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1481467.625000 Penalty: 4556.838379
	Iteration 47Q: 3 clusters Score -1481468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1481468.000000 Penalty: 4556.838379
	Iteration 48Q: 3 clusters Score -1481468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1481468.375000 Penalty: 4556.838379
	Iteration 49Q: 3 clusters Score -1481468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1481470.500000 Penalty: 4556.838379
	Iteration 50Q: 3 clusters Score -1481470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1481475.500000 Penalty: 4556.838379
	Iteration 51Q: 3 clusters Score -1481476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1481476.375000 Penalty: 4556.838379
	Iteration 52Q: 3 clusters Score -1481476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1481474.625000 Penalty: 4556.838379
	Iteration 53Q: 3 clusters Score -1481475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1481475.375000 Penalty: 4556.838379
	Iteration 54Q: 3 clusters Score -1481475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1481475.875000 Penalty: 4556.838379
	Iteration 55Q: 3 clusters Score -1481476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1481476.125000 Penalty: 4556.838379
	Iteration 56Q: 3 clusters Score -1481476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1481476.125000 Penalty: 4556.838379
	Iteration 57F: 3 clusters Score -1481476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1267576.625000 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -1267577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1260718.500000 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -1260718 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1262707.375000 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -1262707 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1263039.875000 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -1263040 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1263292.000000 Penalty: 4502.664062
	Iteration 3F: 3 clusters Score -1263292 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1263489.625000 Penalty: 4502.664062
	Iteration 4Q: 3 clusters Score -1263490 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1263641.125000 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -1263641 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1263766.625000 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -1263767 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1263870.625000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -1263871 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1263949.250000 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -1263949 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1264025.375000 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -1264025 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1264087.500000 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -1264088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1264145.875000 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -1264146 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1264203.250000 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -1264203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1264253.250000 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -1264253 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1264294.375000 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -1264294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1264324.250000 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -1264324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1264356.375000 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -1264356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1264389.125000 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -1264389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1264408.750000 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -1264409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1264434.500000 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -1264434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1264453.875000 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -1264454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1264475.625000 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -1264476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1264497.250000 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -1264497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1264528.750000 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -1264529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1264549.750000 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -1264550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1264574.875000 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -1264575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1264596.250000 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -1264596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1264623.125000 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -1264623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1264650.500000 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -1264650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1264670.625000 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -1264671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1264691.875000 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -1264692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1264708.250000 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -1264708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1264729.500000 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -1264730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1264755.750000 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -1264756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1264779.750000 Penalty: 4502.664062
	Iteration 34Q: 3 clusters Score -1264780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1264805.000000 Penalty: 4502.664062
	Iteration 35Q: 3 clusters Score -1264805 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1264826.250000 Penalty: 4502.664062
	Iteration 36Q: 3 clusters Score -1264826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1264849.750000 Penalty: 4502.664062
	Iteration 37Q: 3 clusters Score -1264850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1264869.250000 Penalty: 4502.664062
	Iteration 38Q: 3 clusters Score -1264869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1264898.500000 Penalty: 4502.664062
	Iteration 39Q: 3 clusters Score -1264898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1264931.250000 Penalty: 4502.664062
	Iteration 40F: 3 clusters Score -1264931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1264957.750000 Penalty: 4502.664062
	Iteration 41Q: 3 clusters Score -1264958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1264983.750000 Penalty: 4502.664062
	Iteration 42Q: 3 clusters Score -1264984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1265011.000000 Penalty: 4502.664062
	Iteration 43Q: 3 clusters Score -1265011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1265032.875000 Penalty: 4502.664062
	Iteration 44Q: 3 clusters Score -1265033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1265044.375000 Penalty: 4502.664062
	Iteration 45Q: 3 clusters Score -1265044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1265056.625000 Penalty: 4502.664062
	Iteration 46Q: 3 clusters Score -1265057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1265081.625000 Penalty: 4502.664062
	Iteration 47Q: 3 clusters Score -1265082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1265104.500000 Penalty: 4502.664062
	Iteration 48Q: 3 clusters Score -1265104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1265137.250000 Penalty: 4502.664062
	Iteration 49Q: 3 clusters Score -1265137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1265148.250000 Penalty: 4502.664062
	Iteration 50Q: 3 clusters Score -1265148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1265178.250000 Penalty: 4502.664062
	Iteration 51Q: 3 clusters Score -1265178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1265207.125000 Penalty: 4502.664062
	Iteration 52Q: 3 clusters Score -1265207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1265234.125000 Penalty: 4502.664062
	Iteration 53Q: 3 clusters Score -1265234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1265252.500000 Penalty: 4502.664062
	Iteration 54Q: 3 clusters Score -1265252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1265271.500000 Penalty: 4502.664062
	Iteration 55Q: 3 clusters Score -1265272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1265285.000000 Penalty: 4502.664062
	Iteration 56Q: 3 clusters Score -1265285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1265298.750000 Penalty: 4502.664062
	Iteration 57Q: 3 clusters Score -1265299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1265313.125000 Penalty: 4502.664062
	Iteration 58Q: 3 clusters Score -1265313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1265323.000000 Penalty: 4502.664062
	Iteration 59Q: 3 clusters Score -1265323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1265332.125000 Penalty: 4502.664062
	Iteration 60F: 3 clusters Score -1265332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1265335.375000 Penalty: 4502.664062
	Iteration 61Q: 3 clusters Score -1265335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1265338.375000 Penalty: 4502.664062
	Iteration 62Q: 3 clusters Score -1265338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1265342.250000 Penalty: 4502.664062
	Iteration 63Q: 3 clusters Score -1265342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1265344.250000 Penalty: 4502.664062
	Iteration 64Q: 3 clusters Score -1265344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1265346.250000 Penalty: 4502.664062
	Iteration 65Q: 3 clusters Score -1265346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1265346.625000 Penalty: 4502.664062
	Iteration 66Q: 3 clusters Score -1265347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1265348.750000 Penalty: 4502.664062
	Iteration 67Q: 3 clusters Score -1265349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1265350.500000 Penalty: 4502.664062
	Iteration 68Q: 3 clusters Score -1265350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1265353.500000 Penalty: 4502.664062
	Iteration 69Q: 3 clusters Score -1265354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1265355.375000 Penalty: 4502.664062
	Iteration 70Q: 3 clusters Score -1265355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1265355.375000 Penalty: 4502.664062
	Iteration 71Q: 3 clusters Score -1265355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1265358.250000 Penalty: 4502.664062
	Iteration 72Q: 3 clusters Score -1265358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1265362.875000 Penalty: 4502.664062
	Iteration 73Q: 3 clusters Score -1265363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1265365.500000 Penalty: 4502.664062
	Iteration 74Q: 3 clusters Score -1265366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1265366.250000 Penalty: 4502.664062
	Iteration 75Q: 3 clusters Score -1265366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1265372.625000 Penalty: 4502.664062
	Iteration 76Q: 3 clusters Score -1265373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1265376.625000 Penalty: 4502.664062
	Iteration 77Q: 3 clusters Score -1265377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1265375.625000 Penalty: 4502.664062
	Iteration 78Q: 3 clusters Score -1265376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1265375.500000 Penalty: 4502.664062
	Iteration 79Q: 3 clusters Score -1265376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1265379.375000 Penalty: 4502.664062
	Iteration 80F: 3 clusters Score -1265379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1265381.125000 Penalty: 4502.664062
	Iteration 81Q: 3 clusters Score -1265381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1265386.750000 Penalty: 4502.664062
	Iteration 82Q: 3 clusters Score -1265387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1265386.250000 Penalty: 4502.664062
	Iteration 83Q: 3 clusters Score -1265386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1265395.500000 Penalty: 4502.664062
	Iteration 84Q: 3 clusters Score -1265396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1265394.875000 Penalty: 4502.664062
	Iteration 85Q: 3 clusters Score -1265395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1265398.750000 Penalty: 4502.664062
	Iteration 86Q: 3 clusters Score -1265399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1265399.750000 Penalty: 4502.664062
	Iteration 87Q: 3 clusters Score -1265400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1265401.750000 Penalty: 4502.664062
	Iteration 88Q: 3 clusters Score -1265402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1265401.250000 Penalty: 4502.664062
	Iteration 89Q: 3 clusters Score -1265401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1265402.625000 Penalty: 4502.664062
	Iteration 90Q: 3 clusters Score -1265403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1265405.625000 Penalty: 4502.664062
	Iteration 91Q: 3 clusters Score -1265406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1265407.000000 Penalty: 4502.664062
	Iteration 92Q: 3 clusters Score -1265407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1265412.375000 Penalty: 4502.664062
	Iteration 93Q: 3 clusters Score -1265412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1265413.125000 Penalty: 4502.664062
	Iteration 94Q: 3 clusters Score -1265413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1265418.000000 Penalty: 4502.664062
	Iteration 95Q: 3 clusters Score -1265418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1265418.500000 Penalty: 4502.664062
	Iteration 96Q: 3 clusters Score -1265418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1265421.125000 Penalty: 4502.664062
	Iteration 97Q: 3 clusters Score -1265421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1265419.500000 Penalty: 4502.664062
	Iteration 98Q: 3 clusters Score -1265420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1265419.000000 Penalty: 4502.664062
	Iteration 99Q: 3 clusters Score -1265419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1265419.125000 Penalty: 4502.664062
	Iteration 100F: 3 clusters Score -1265419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1265420.000000 Penalty: 4502.664062
	Iteration 101Q: 3 clusters Score -1265420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1265421.250000 Penalty: 4502.664062
	Iteration 102Q: 3 clusters Score -1265421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1265423.125000 Penalty: 4502.664062
	Iteration 103Q: 3 clusters Score -1265423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1265425.750000 Penalty: 4502.664062
	Iteration 104Q: 3 clusters Score -1265426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1265425.875000 Penalty: 4502.664062
	Iteration 105Q: 3 clusters Score -1265426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1265428.375000 Penalty: 4502.664062
	Iteration 106Q: 3 clusters Score -1265428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1265428.750000 Penalty: 4502.664062
	Iteration 107Q: 3 clusters Score -1265429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1265427.500000 Penalty: 4502.664062
	Iteration 108Q: 3 clusters Score -1265428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1265425.750000 Penalty: 4502.664062
	Iteration 109Q: 3 clusters Score -1265426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1265426.500000 Penalty: 4502.664062
	Iteration 110Q: 3 clusters Score -1265426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1265426.500000 Penalty: 4502.664062
	Iteration 111Q: 3 clusters Score -1265426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1265426.500000 Penalty: 4502.664062
	Iteration 112F: 3 clusters Score -1265426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Entering Unmasked Estep 
Score: -24377076.000000 Penalty: 2971.063232
	Iteration 0F: 2 clusters Score -2.437708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -24272268.000000 Penalty: 5942.126465
	Iteration 0F: 3 clusters Score -2.427227e+07 nChanged 76369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -24317028.000000 Penalty: 5942.126465
	Iteration 1F: 3 clusters Score -2.431703e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -24318796.000000 Penalty: 5942.126465
	Iteration 2Q: 3 clusters Score -2.43188e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -24322578.000000 Penalty: 5942.126465
	Iteration 3F: 3 clusters Score -2.432258e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -24329536.000000 Penalty: 5942.126465
	Iteration 4F: 3 clusters Score -2.432954e+07 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 126061 members 
Entering Unmasked Estep 
Score: -24342072.000000 Penalty: 5942.126465
	Iteration 5F: 3 clusters Score -2.434207e+07 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 141652 members 
Entering Unmasked Estep 
Score: -24357512.000000 Penalty: 5942.126465
	Iteration 6F: 3 clusters Score -2.435751e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -24368524.000000 Penalty: 5942.126465
	Iteration 7F: 3 clusters Score -2.436852e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -24372830.000000 Penalty: 5942.126465
	Iteration 8Q: 3 clusters Score -2.437283e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -24373854.000000 Penalty: 5942.126465
	Iteration 9Q: 3 clusters Score -2.437385e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -24374142.000000 Penalty: 5942.126465
	Iteration 10Q: 3 clusters Score -2.437414e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -24374258.000000 Penalty: 5942.126465
	Iteration 11Q: 3 clusters Score -2.437426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159371 members 
Entering Unmasked Estep 
Score: -24374312.000000 Penalty: 5942.126465
	Iteration 12Q: 3 clusters Score -2.437431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -24374360.000000 Penalty: 5942.126465
	Iteration 13Q: 3 clusters Score -2.437436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -24374404.000000 Penalty: 5942.126465
	Iteration 14Q: 3 clusters Score -2.43744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -24374436.000000 Penalty: 5942.126465
	Iteration 15Q: 3 clusters Score -2.437444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -24374466.000000 Penalty: 5942.126465
	Iteration 16Q: 3 clusters Score -2.437447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -24374468.000000 Penalty: 5942.126465
	Iteration 17Q: 3 clusters Score -2.437447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -24374468.000000 Penalty: 5942.126465
	Iteration 18F: 3 clusters Score -2.437447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -288261.750000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -288261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -285692.312500 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -285692.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -286209.875000 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -286209.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -286360.031250 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -286360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286477.000000 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -286477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286588.812500 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -286588.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286779.750000 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -286779.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -286952.687500 Penalty: 3767.561523
	Iteration 6F: 3 clusters Score -286952.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287127.750000 Penalty: 3767.561523
	Iteration 7F: 3 clusters Score -287127.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -287231.843750 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -287231.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -287306.625000 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -287306.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -287357.312500 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -287357.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -287392.968750 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -287393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -287417.593750 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -287417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287437.093750 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -287437.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287445.625000 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -287445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -287451.687500 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -287451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -287456.437500 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -287456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287462.781250 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -287462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -287467.562500 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -287467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287470.281250 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -287470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287473.093750 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -287473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -287475.281250 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -287475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -287475.687500 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -287475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -287475.750000 Penalty: 3767.561523
	Iteration 23Q: 3 clusters Score -287475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -287475.750000 Penalty: 3767.561523
	Iteration 24F: 3 clusters Score -287475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Entering Unmasked Estep 
Score: -3064962.500000 Penalty: 2451.938965
	Iteration 0F: 2 clusters Score -3064962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3051138.750000 Penalty: 4903.877930
	Iteration 0F: 3 clusters Score -3051139 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3055738.000000 Penalty: 4903.877930
	Iteration 1F: 3 clusters Score -3055738 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3056047.500000 Penalty: 4903.877930
	Iteration 2Q: 3 clusters Score -3056048 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3056317.500000 Penalty: 4903.877930
	Iteration 3Q: 3 clusters Score -3056318 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3056526.000000 Penalty: 4903.877930
	Iteration 4Q: 3 clusters Score -3056526 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3056679.000000 Penalty: 4903.877930
	Iteration 5Q: 3 clusters Score -3056679 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3056827.500000 Penalty: 4903.877930
	Iteration 6Q: 3 clusters Score -3056828 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3056926.750000 Penalty: 4903.877930
	Iteration 7Q: 3 clusters Score -3056927 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3057046.250000 Penalty: 4903.877930
	Iteration 8Q: 3 clusters Score -3057046 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3057188.250000 Penalty: 4903.877930
	Iteration 9Q: 3 clusters Score -3057188 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3057363.500000 Penalty: 4903.877930
	Iteration 10Q: 3 clusters Score -3057364 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3057585.250000 Penalty: 4903.877930
	Iteration 11Q: 3 clusters Score -3057585 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3057917.500000 Penalty: 4903.877930
	Iteration 12Q: 3 clusters Score -3057918 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3058401.000000 Penalty: 4903.877930
	Iteration 13Q: 3 clusters Score -3058401 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3059025.250000 Penalty: 4903.877930
	Iteration 14F: 3 clusters Score -3059025 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3059837.250000 Penalty: 4903.877930
	Iteration 15F: 3 clusters Score -3059837 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3060748.750000 Penalty: 4903.877930
	Iteration 16F: 3 clusters Score -3060749 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3061584.750000 Penalty: 4903.877930
	Iteration 17Q: 3 clusters Score -3061585 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3062116.000000 Penalty: 4903.877930
	Iteration 18Q: 3 clusters Score -3062116 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3062406.250000 Penalty: 4903.877930
	Iteration 19Q: 3 clusters Score -3062406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3062577.000000 Penalty: 4903.877930
	Iteration 20F: 3 clusters Score -3062577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3062643.250000 Penalty: 4903.877930
	Iteration 21Q: 3 clusters Score -3062643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3062690.000000 Penalty: 4903.877930
	Iteration 22Q: 3 clusters Score -3062690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3062726.000000 Penalty: 4903.877930
	Iteration 23Q: 3 clusters Score -3062726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3062745.250000 Penalty: 4903.877930
	Iteration 24Q: 3 clusters Score -3062745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3062755.750000 Penalty: 4903.877930
	Iteration 25Q: 3 clusters Score -3062756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3062769.250000 Penalty: 4903.877930
	Iteration 26Q: 3 clusters Score -3062769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3062778.500000 Penalty: 4903.877930
	Iteration 27Q: 3 clusters Score -3062778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3062784.250000 Penalty: 4903.877930
	Iteration 28Q: 3 clusters Score -3062784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3062791.000000 Penalty: 4903.877930
	Iteration 29Q: 3 clusters Score -3062791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3062795.500000 Penalty: 4903.877930
	Iteration 30Q: 3 clusters Score -3062796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3062806.500000 Penalty: 4903.877930
	Iteration 31Q: 3 clusters Score -3062806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3062806.500000 Penalty: 4903.877930
	Iteration 32F: 3 clusters Score -3062806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -67272.093750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -67272.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65847.250000 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -65847.25 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66094.007812 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -66094.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66166.640625 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -66166.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66209.796875 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -66209.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66261.851562 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -66261.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66299.125000 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -66299.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66326.210938 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -66326.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66333.687500 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -66333.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66338.882812 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -66338.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66373.906250 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -66373.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66396.695312 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -66396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66405.062500 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -66405.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66414.578125 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -66414.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66427.500000 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -66427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66437.335938 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -66437.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66437.335938 Penalty: 3099.987793
	Iteration 15F: 3 clusters Score -66437.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -332436.468750 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -332436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -329654.750000 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -329654.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330121.093750 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -330121.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330259.812500 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -330259.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330362.875000 Penalty: 3823.371826
	Iteration 3Q: 3 clusters Score -330362.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330422.781250 Penalty: 3823.371826
	Iteration 4Q: 3 clusters Score -330422.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -330466.625000 Penalty: 3823.371826
	Iteration 5Q: 3 clusters Score -330466.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -330503.468750 Penalty: 3823.371826
	Iteration 6Q: 3 clusters Score -330503.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -330535.343750 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -330535.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -330566.250000 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -330566.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -330601.468750 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -330601.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -330631.281250 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -330631.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -330650.750000 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -330650.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -330669.187500 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -330669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -330685.281250 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -330685.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -330696.875000 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -330696.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -330702.562500 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -330702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -330704.468750 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -330704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -330705.937500 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -330705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -330710.156250 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -330710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -330714.218750 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -330714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330717.968750 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -330718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330721.500000 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -330721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -330722.093750 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -330722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -330723.562500 Penalty: 3823.371826
	Iteration 23Q: 3 clusters Score -330723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330727.562500 Penalty: 3823.371826
	Iteration 24Q: 3 clusters Score -330727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -330731.250000 Penalty: 3823.371826
	Iteration 25Q: 3 clusters Score -330731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330737.218750 Penalty: 3823.371826
	Iteration 26Q: 3 clusters Score -330737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330742.281250 Penalty: 3823.371826
	Iteration 27Q: 3 clusters Score -330742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -330750.281250 Penalty: 3823.371826
	Iteration 28Q: 3 clusters Score -330750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -330758.062500 Penalty: 3823.371826
	Iteration 29Q: 3 clusters Score -330758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330761.343750 Penalty: 3823.371826
	Iteration 30Q: 3 clusters Score -330761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -330764.375000 Penalty: 3823.371826
	Iteration 31Q: 3 clusters Score -330764.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -330768.437500 Penalty: 3823.371826
	Iteration 32Q: 3 clusters Score -330768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330770.437500 Penalty: 3823.371826
	Iteration 33Q: 3 clusters Score -330770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330772.468750 Penalty: 3823.371826
	Iteration 34Q: 3 clusters Score -330772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330775.031250 Penalty: 3823.371826
	Iteration 35Q: 3 clusters Score -330775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330778.906250 Penalty: 3823.371826
	Iteration 36Q: 3 clusters Score -330778.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330782.375000 Penalty: 3823.371826
	Iteration 37Q: 3 clusters Score -330782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330783.250000 Penalty: 3823.371826
	Iteration 38Q: 3 clusters Score -330783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330785.031250 Penalty: 3823.371826
	Iteration 39Q: 3 clusters Score -330785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330786.812500 Penalty: 3823.371826
	Iteration 40F: 3 clusters Score -330786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -330788.281250 Penalty: 3823.371826
	Iteration 41Q: 3 clusters Score -330788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -330789.687500 Penalty: 3823.371826
	Iteration 42Q: 3 clusters Score -330789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330790.343750 Penalty: 3823.371826
	Iteration 43Q: 3 clusters Score -330790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -330791.093750 Penalty: 3823.371826
	Iteration 44Q: 3 clusters Score -330791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -330792.750000 Penalty: 3823.371826
	Iteration 45Q: 3 clusters Score -330792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -330794.375000 Penalty: 3823.371826
	Iteration 46Q: 3 clusters Score -330794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330795.375000 Penalty: 3823.371826
	Iteration 47Q: 3 clusters Score -330795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330797.343750 Penalty: 3823.371826
	Iteration 48Q: 3 clusters Score -330797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330797.906250 Penalty: 3823.371826
	Iteration 49Q: 3 clusters Score -330797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330799.062500 Penalty: 3823.371826
	Iteration 50Q: 3 clusters Score -330799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330801.062500 Penalty: 3823.371826
	Iteration 51Q: 3 clusters Score -330801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330801.062500 Penalty: 3823.371826
	Iteration 52F: 3 clusters Score -330801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -209165.671875 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -209165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206918.171875 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -206918.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -207381.953125 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -207382 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -207582.343750 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -207582.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -207853.171875 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -207853.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -208127.203125 Penalty: 3621.034424
	Iteration 4F: 3 clusters Score -208127.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -208324.578125 Penalty: 3621.034424
	Iteration 5F: 3 clusters Score -208324.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -208447.359375 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -208447.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -208507.703125 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -208507.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -208542.093750 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -208542.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -208565.312500 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -208565.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -208583.859375 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -208583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -208595.796875 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -208595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -208607.828125 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -208607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -208617.875000 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -208617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -208627.437500 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -208627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -208640.671875 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -208640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -208646.437500 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -208646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -208648.421875 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -208648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -208649.046875 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -208649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -208649.046875 Penalty: 3621.034424
	Iteration 19F: 3 clusters Score -208649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -327146.937500 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -327146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324375.156250 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -324375.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -324947.062500 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -324947.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -325119.656250 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -325119.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325219.687500 Penalty: 3821.810303
	Iteration 3F: 3 clusters Score -325219.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325269.437500 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -325269.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -325304.281250 Penalty: 3821.810303
	Iteration 5Q: 3 clusters Score -325304.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -325333.156250 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -325333.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -325358.500000 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -325358.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -325383.593750 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -325383.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -325400.687500 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -325400.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -325417.093750 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -325417.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -325431.187500 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -325431.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -325445.968750 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -325446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -325453.687500 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -325453.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -325458.843750 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -325458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -325464.750000 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -325464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -325470.781250 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -325470.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -325475.656250 Penalty: 3821.810303
	Iteration 17Q: 3 clusters Score -325475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -325482.906250 Penalty: 3821.810303
	Iteration 18Q: 3 clusters Score -325482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -325492.500000 Penalty: 3821.810303
	Iteration 19Q: 3 clusters Score -325492.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -325503.656250 Penalty: 3821.810303
	Iteration 20F: 3 clusters Score -325503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -325511.875000 Penalty: 3821.810303
	Iteration 21Q: 3 clusters Score -325511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -325517.593750 Penalty: 3821.810303
	Iteration 22Q: 3 clusters Score -325517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -325525.656250 Penalty: 3821.810303
	Iteration 23Q: 3 clusters Score -325525.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -325533.750000 Penalty: 3821.810303
	Iteration 24Q: 3 clusters Score -325533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -325544.406250 Penalty: 3821.810303
	Iteration 25Q: 3 clusters Score -325544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -325554.687500 Penalty: 3821.810303
	Iteration 26Q: 3 clusters Score -325554.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -325564.437500 Penalty: 3821.810303
	Iteration 27Q: 3 clusters Score -325564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -325573.968750 Penalty: 3821.810303
	Iteration 28Q: 3 clusters Score -325574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -325580.343750 Penalty: 3821.810303
	Iteration 29Q: 3 clusters Score -325580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -325586.875000 Penalty: 3821.810303
	Iteration 30Q: 3 clusters Score -325586.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -325594.468750 Penalty: 3821.810303
	Iteration 31Q: 3 clusters Score -325594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -325598.062500 Penalty: 3821.810303
	Iteration 32Q: 3 clusters Score -325598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325601.312500 Penalty: 3821.810303
	Iteration 33Q: 3 clusters Score -325601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325603.343750 Penalty: 3821.810303
	Iteration 34Q: 3 clusters Score -325603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -325606.843750 Penalty: 3821.810303
	Iteration 35Q: 3 clusters Score -325606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325607.187500 Penalty: 3821.810303
	Iteration 36Q: 3 clusters Score -325607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -325609.687500 Penalty: 3821.810303
	Iteration 37Q: 3 clusters Score -325609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -325610.343750 Penalty: 3821.810303
	Iteration 38Q: 3 clusters Score -325610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -325611.781250 Penalty: 3821.810303
	Iteration 39Q: 3 clusters Score -325611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325615.156250 Penalty: 3821.810303
	Iteration 40F: 3 clusters Score -325615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -325617.968750 Penalty: 3821.810303
	Iteration 41Q: 3 clusters Score -325618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -325624.125000 Penalty: 3821.810303
	Iteration 42Q: 3 clusters Score -325624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -325628.062500 Penalty: 3821.810303
	Iteration 43Q: 3 clusters Score -325628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325631.312500 Penalty: 3821.810303
	Iteration 44Q: 3 clusters Score -325631.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -325632.906250 Penalty: 3821.810303
	Iteration 45Q: 3 clusters Score -325632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -325633.531250 Penalty: 3821.810303
	Iteration 46Q: 3 clusters Score -325633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325634.437500 Penalty: 3821.810303
	Iteration 47Q: 3 clusters Score -325634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -325635.031250 Penalty: 3821.810303
	Iteration 48Q: 3 clusters Score -325635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -325635.093750 Penalty: 3821.810303
	Iteration 49Q: 3 clusters Score -325635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -325635.093750 Penalty: 3821.810303
	Iteration 50F: 3 clusters Score -325635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Entering Unmasked Estep 
Score: -1409564.375000 Penalty: 2261.074951
	Iteration 0F: 2 clusters Score -1409564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1402496.250000 Penalty: 4522.149902
	Iteration 0F: 3 clusters Score -1402496 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1404373.750000 Penalty: 4522.149902
	Iteration 1F: 3 clusters Score -1404374 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1404649.250000 Penalty: 4522.149902
	Iteration 2F: 3 clusters Score -1404649 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1404847.750000 Penalty: 4522.149902
	Iteration 3F: 3 clusters Score -1404848 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1405005.750000 Penalty: 4522.149902
	Iteration 4Q: 3 clusters Score -1405006 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1405141.125000 Penalty: 4522.149902
	Iteration 5Q: 3 clusters Score -1405141 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1405253.625000 Penalty: 4522.149902
	Iteration 6Q: 3 clusters Score -1405254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1405364.375000 Penalty: 4522.149902
	Iteration 7Q: 3 clusters Score -1405364 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1405476.000000 Penalty: 4522.149902
	Iteration 8Q: 3 clusters Score -1405476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1405564.625000 Penalty: 4522.149902
	Iteration 9Q: 3 clusters Score -1405565 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1405668.750000 Penalty: 4522.149902
	Iteration 10Q: 3 clusters Score -1405669 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1405787.625000 Penalty: 4522.149902
	Iteration 11Q: 3 clusters Score -1405788 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1405917.375000 Penalty: 4522.149902
	Iteration 12Q: 3 clusters Score -1405917 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1406086.375000 Penalty: 4522.149902
	Iteration 13Q: 3 clusters Score -1406086 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1406303.500000 Penalty: 4522.149902
	Iteration 14Q: 3 clusters Score -1406304 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1406525.625000 Penalty: 4522.149902
	Iteration 15Q: 3 clusters Score -1406526 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1406747.375000 Penalty: 4522.149902
	Iteration 16Q: 3 clusters Score -1406747 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1406928.750000 Penalty: 4522.149902
	Iteration 17Q: 3 clusters Score -1406929 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1407093.250000 Penalty: 4522.149902
	Iteration 18Q: 3 clusters Score -1407093 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1407240.625000 Penalty: 4522.149902
	Iteration 19Q: 3 clusters Score -1407241 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1407359.500000 Penalty: 4522.149902
	Iteration 20F: 3 clusters Score -1407360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1407463.750000 Penalty: 4522.149902
	Iteration 21Q: 3 clusters Score -1407464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1407541.500000 Penalty: 4522.149902
	Iteration 22Q: 3 clusters Score -1407542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1407596.250000 Penalty: 4522.149902
	Iteration 23Q: 3 clusters Score -1407596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1407629.125000 Penalty: 4522.149902
	Iteration 24Q: 3 clusters Score -1407629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1407645.750000 Penalty: 4522.149902
	Iteration 25Q: 3 clusters Score -1407646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1407659.500000 Penalty: 4522.149902
	Iteration 26Q: 3 clusters Score -1407660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1407669.750000 Penalty: 4522.149902
	Iteration 27Q: 3 clusters Score -1407670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1407675.125000 Penalty: 4522.149902
	Iteration 28Q: 3 clusters Score -1407675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1407678.125000 Penalty: 4522.149902
	Iteration 29Q: 3 clusters Score -1407678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1407685.250000 Penalty: 4522.149902
	Iteration 30Q: 3 clusters Score -1407685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1407692.125000 Penalty: 4522.149902
	Iteration 31Q: 3 clusters Score -1407692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1407699.000000 Penalty: 4522.149902
	Iteration 32Q: 3 clusters Score -1407699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1407701.375000 Penalty: 4522.149902
	Iteration 33Q: 3 clusters Score -1407701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1407700.875000 Penalty: 4522.149902
	Iteration 34Q: 3 clusters Score -1407701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1407702.750000 Penalty: 4522.149902
	Iteration 35Q: 3 clusters Score -1407703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1407702.750000 Penalty: 4522.149902
	Iteration 36F: 3 clusters Score -1407703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -48745.835938 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -48745.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47455.500000 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -47455.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47789.695312 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -47789.7 nChanged 39
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: -48000.527344 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -48000.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48159.792969 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -48159.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48284.261719 Penalty: 2973.004883
	Iteration 4F: 3 clusters Score -48284.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48345.453125 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -48345.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48368.703125 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -48368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48391.601562 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -48391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48399.769531 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -48399.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48402.585938 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -48402.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48407.515625 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -48407.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48421.058594 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -48421.06 nChanged 4
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: -48434.917969 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -48434.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48439.890625 Penalty: 2973.004883
	Iteration 13Q: 3 clusters Score -48439.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48444.835938 Penalty: 2973.004883
	Iteration 14Q: 3 clusters Score -48444.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48444.835938 Penalty: 2973.004883
	Iteration 15F: 3 clusters Score -48444.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -84398.671875 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -84398.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82827.789062 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -82827.79 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83125.679688 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -83125.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83314.250000 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -83314.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83547.171875 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -83547.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83776.117188 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -83776.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83959.328125 Penalty: 3207.207764
	Iteration 5F: 3 clusters Score -83959.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84051.609375 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -84051.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84100.523438 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -84100.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84134.296875 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -84134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84178.781250 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -84178.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84223.929688 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -84223.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84237.234375 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -84237.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84253.773438 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -84253.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84256.789062 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -84256.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84259.234375 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -84259.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84259.906250 Penalty: 3207.207764
	Iteration 15F: 3 clusters Score -84259.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84281.601562 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -84281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84309.835938 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -84309.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84320.359375 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -84320.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84328.609375 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -84328.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84332.453125 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -84332.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -22513.339844 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -22513.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21617.212891 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -21617.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21752.185547 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -21752.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21782.582031 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -21782.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21793.693359 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -21793.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21798.007812 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -21798.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21798.007812 Penalty: 2615.407959
	Iteration 5F: 3 clusters Score -21798.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -33521.296875 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -33521.3 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 168 members 
Entering Unmasked Estep 
Score: -32536.921875 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -32536.92 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32913.554688 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -32913.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33359.914062 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -33359.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33427.601562 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -33427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33455.761719 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -33455.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33458.152344 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -33458.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33458.152344 Penalty: 2835.645752
	Iteration 6F: 3 clusters Score -33458.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Entering Unmasked Estep 
Score: -1753753.875000 Penalty: 2322.294434
	Iteration 0F: 2 clusters Score -1753754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1745031.250000 Penalty: 4644.588867
	Iteration 0F: 3 clusters Score -1745031 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1747574.000000 Penalty: 4644.588867
	Iteration 1F: 3 clusters Score -1747574 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1747891.125000 Penalty: 4644.588867
	Iteration 2F: 3 clusters Score -1747891 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1748139.000000 Penalty: 4644.588867
	Iteration 3Q: 3 clusters Score -1748139 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1748357.375000 Penalty: 4644.588867
	Iteration 4Q: 3 clusters Score -1748357 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1748572.875000 Penalty: 4644.588867
	Iteration 5Q: 3 clusters Score -1748573 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1748820.875000 Penalty: 4644.588867
	Iteration 6Q: 3 clusters Score -1748821 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1749141.625000 Penalty: 4644.588867
	Iteration 7Q: 3 clusters Score -1749142 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1749597.875000 Penalty: 4644.588867
	Iteration 8F: 3 clusters Score -1749598 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1750099.375000 Penalty: 4644.588867
	Iteration 9F: 3 clusters Score -1750099 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1750595.000000 Penalty: 4644.588867
	Iteration 10F: 3 clusters Score -1750595 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1750949.250000 Penalty: 4644.588867
	Iteration 11Q: 3 clusters Score -1750949 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1751209.125000 Penalty: 4644.588867
	Iteration 12Q: 3 clusters Score -1751209 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1751404.875000 Penalty: 4644.588867
	Iteration 13Q: 3 clusters Score -1751405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1751529.500000 Penalty: 4644.588867
	Iteration 14Q: 3 clusters Score -1751530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1751617.625000 Penalty: 4644.588867
	Iteration 15Q: 3 clusters Score -1751618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1751679.250000 Penalty: 4644.588867
	Iteration 16Q: 3 clusters Score -1751679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1751725.375000 Penalty: 4644.588867
	Iteration 17Q: 3 clusters Score -1751725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1751760.250000 Penalty: 4644.588867
	Iteration 18Q: 3 clusters Score -1751760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1751797.250000 Penalty: 4644.588867
	Iteration 19Q: 3 clusters Score -1751797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1751818.625000 Penalty: 4644.588867
	Iteration 20F: 3 clusters Score -1751819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1751838.625000 Penalty: 4644.588867
	Iteration 21Q: 3 clusters Score -1751839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1751860.875000 Penalty: 4644.588867
	Iteration 22Q: 3 clusters Score -1751861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1751885.750000 Penalty: 4644.588867
	Iteration 23Q: 3 clusters Score -1751886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1751909.000000 Penalty: 4644.588867
	Iteration 24Q: 3 clusters Score -1751909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1751923.250000 Penalty: 4644.588867
	Iteration 25Q: 3 clusters Score -1751923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1751936.250000 Penalty: 4644.588867
	Iteration 26Q: 3 clusters Score -1751936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1751950.500000 Penalty: 4644.588867
	Iteration 27Q: 3 clusters Score -1751950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1751963.125000 Penalty: 4644.588867
	Iteration 28Q: 3 clusters Score -1751963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1751969.125000 Penalty: 4644.588867
	Iteration 29Q: 3 clusters Score -1751969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1751972.625000 Penalty: 4644.588867
	Iteration 30Q: 3 clusters Score -1751973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1751974.000000 Penalty: 4644.588867
	Iteration 31Q: 3 clusters Score -1751974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1751976.500000 Penalty: 4644.588867
	Iteration 32Q: 3 clusters Score -1751976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1751978.000000 Penalty: 4644.588867
	Iteration 33Q: 3 clusters Score -1751978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1751982.875000 Penalty: 4644.588867
	Iteration 34Q: 3 clusters Score -1751983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1751986.375000 Penalty: 4644.588867
	Iteration 35Q: 3 clusters Score -1751986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1751989.000000 Penalty: 4644.588867
	Iteration 36Q: 3 clusters Score -1751989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1751987.375000 Penalty: 4644.588867
	Iteration 37Q: 3 clusters Score -1751987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1751987.375000 Penalty: 4644.588867
	Iteration 38Q: 3 clusters Score -1751987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1751991.125000 Penalty: 4644.588867
	Iteration 39Q: 3 clusters Score -1751991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1751995.125000 Penalty: 4644.588867
	Iteration 40F: 3 clusters Score -1751995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1751999.500000 Penalty: 4644.588867
	Iteration 41Q: 3 clusters Score -1752000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1752003.000000 Penalty: 4644.588867
	Iteration 42Q: 3 clusters Score -1752003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1752010.375000 Penalty: 4644.588867
	Iteration 43Q: 3 clusters Score -1752010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1752012.750000 Penalty: 4644.588867
	Iteration 44Q: 3 clusters Score -1752013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1752015.625000 Penalty: 4644.588867
	Iteration 45Q: 3 clusters Score -1752016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1752025.125000 Penalty: 4644.588867
	Iteration 46Q: 3 clusters Score -1752025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1752035.500000 Penalty: 4644.588867
	Iteration 47Q: 3 clusters Score -1752036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1752045.125000 Penalty: 4644.588867
	Iteration 48Q: 3 clusters Score -1752045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1752047.500000 Penalty: 4644.588867
	Iteration 49Q: 3 clusters Score -1752048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1752056.250000 Penalty: 4644.588867
	Iteration 50Q: 3 clusters Score -1752056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1752061.375000 Penalty: 4644.588867
	Iteration 51Q: 3 clusters Score -1752061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1752071.625000 Penalty: 4644.588867
	Iteration 52Q: 3 clusters Score -1752072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1752083.500000 Penalty: 4644.588867
	Iteration 53Q: 3 clusters Score -1752084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1752090.250000 Penalty: 4644.588867
	Iteration 54Q: 3 clusters Score -1752090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1752100.500000 Penalty: 4644.588867
	Iteration 55Q: 3 clusters Score -1752100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1752112.875000 Penalty: 4644.588867
	Iteration 56Q: 3 clusters Score -1752113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1752127.625000 Penalty: 4644.588867
	Iteration 57Q: 3 clusters Score -1752128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1752140.625000 Penalty: 4644.588867
	Iteration 58Q: 3 clusters Score -1752141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1752152.375000 Penalty: 4644.588867
	Iteration 59Q: 3 clusters Score -1752152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1752156.500000 Penalty: 4644.588867
	Iteration 60F: 3 clusters Score -1752156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1752164.125000 Penalty: 4644.588867
	Iteration 61Q: 3 clusters Score -1752164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1752168.500000 Penalty: 4644.588867
	Iteration 62Q: 3 clusters Score -1752168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1752173.875000 Penalty: 4644.588867
	Iteration 63Q: 3 clusters Score -1752174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1752173.500000 Penalty: 4644.588867
	Iteration 64Q: 3 clusters Score -1752174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1752175.125000 Penalty: 4644.588867
	Iteration 65Q: 3 clusters Score -1752175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1752178.875000 Penalty: 4644.588867
	Iteration 66Q: 3 clusters Score -1752179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1752183.375000 Penalty: 4644.588867
	Iteration 67Q: 3 clusters Score -1752183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1752182.875000 Penalty: 4644.588867
	Iteration 68Q: 3 clusters Score -1752183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1752182.875000 Penalty: 4644.588867
	Iteration 69F: 3 clusters Score -1752183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -87912.320312 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -87912.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86324.132812 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -86324.13 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86760.812500 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -86760.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87056.828125 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -87056.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87322.007812 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -87322.01 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87691.734375 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -87691.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87976.710938 Penalty: 3240.037842
	Iteration 5F: 3 clusters Score -87976.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88221.054688 Penalty: 3240.037842
	Iteration 6F: 3 clusters Score -88221.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88511.210938 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -88511.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88677.679688 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -88677.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88729.890625 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -88729.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88827.953125 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -88827.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88869.492188 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -88869.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88910.429688 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -88910.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88938.835938 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -88938.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88978.585938 Penalty: 3240.037842
	Iteration 14Q: 3 clusters Score -88978.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88982.117188 Penalty: 3240.037842
	Iteration 15F: 3 clusters Score -88982.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89023.179688 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -89023.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89048.804688 Penalty: 3240.037842
	Iteration 17Q: 3 clusters Score -89048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89048.804688 Penalty: 3240.037842
	Iteration 18F: 3 clusters Score -89048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 453 members 
Entering Unmasked Estep 
Score: -70322936.000000 Penalty: 126339.585938
Splitting cluster 24 changes total score from -70323432.000000 to -70322936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (36187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Entering Unmasked Estep 
Score: -5506535.500000 Penalty: 2603.120850
	Iteration 0F: 2 clusters Score -5506536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5481853.500000 Penalty: 5206.241699
	Iteration 0F: 3 clusters Score -5481854 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5490837.500000 Penalty: 5206.241699
	Iteration 1F: 3 clusters Score -5490838 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -5491304.000000 Penalty: 5206.241699
	Iteration 2Q: 3 clusters Score -5491304 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5491782.000000 Penalty: 5206.241699
	Iteration 3Q: 3 clusters Score -5491782 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -5492373.000000 Penalty: 5206.241699
	Iteration 4Q: 3 clusters Score -5492373 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5493089.500000 Penalty: 5206.241699
	Iteration 5Q: 3 clusters Score -5493090 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -5494020.500000 Penalty: 5206.241699
	Iteration 6Q: 3 clusters Score -5494020 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -5495229.500000 Penalty: 5206.241699
	Iteration 7F: 3 clusters Score -5495230 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -5496790.000000 Penalty: 5206.241699
	Iteration 8F: 3 clusters Score -5496790 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -5498533.000000 Penalty: 5206.241699
	Iteration 9F: 3 clusters Score -5498533 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5500331.500000 Penalty: 5206.241699
	Iteration 10F: 3 clusters Score -5500332 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5501780.500000 Penalty: 5206.241699
	Iteration 11Q: 3 clusters Score -5501780 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5502694.500000 Penalty: 5206.241699
	Iteration 12Q: 3 clusters Score -5502694 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5503300.500000 Penalty: 5206.241699
	Iteration 13Q: 3 clusters Score -5503300 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5503659.000000 Penalty: 5206.241699
	Iteration 14Q: 3 clusters Score -5503659 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5503855.500000 Penalty: 5206.241699
	Iteration 15Q: 3 clusters Score -5503856 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5503999.500000 Penalty: 5206.241699
	Iteration 16Q: 3 clusters Score -5504000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5504069.000000 Penalty: 5206.241699
	Iteration 17Q: 3 clusters Score -5504069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5504112.500000 Penalty: 5206.241699
	Iteration 18Q: 3 clusters Score -5504112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5504143.000000 Penalty: 5206.241699
	Iteration 19Q: 3 clusters Score -5504143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5504185.000000 Penalty: 5206.241699
	Iteration 20F: 3 clusters Score -5504185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5504211.500000 Penalty: 5206.241699
	Iteration 21Q: 3 clusters Score -5504212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5504232.000000 Penalty: 5206.241699
	Iteration 22Q: 3 clusters Score -5504232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5504247.500000 Penalty: 5206.241699
	Iteration 23Q: 3 clusters Score -5504248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5504263.500000 Penalty: 5206.241699
	Iteration 24Q: 3 clusters Score -5504264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5504271.000000 Penalty: 5206.241699
	Iteration 25Q: 3 clusters Score -5504271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5504276.000000 Penalty: 5206.241699
	Iteration 26Q: 3 clusters Score -5504276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5504278.500000 Penalty: 5206.241699
	Iteration 27Q: 3 clusters Score -5504278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5504285.500000 Penalty: 5206.241699
	Iteration 28Q: 3 clusters Score -5504286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5504289.000000 Penalty: 5206.241699
	Iteration 29Q: 3 clusters Score -5504289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5504291.000000 Penalty: 5206.241699
	Iteration 30Q: 3 clusters Score -5504291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5504299.500000 Penalty: 5206.241699
	Iteration 31Q: 3 clusters Score -5504300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5504300.500000 Penalty: 5206.241699
	Iteration 32Q: 3 clusters Score -5504300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5504303.500000 Penalty: 5206.241699
	Iteration 33Q: 3 clusters Score -5504304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5504310.000000 Penalty: 5206.241699
	Iteration 34Q: 3 clusters Score -5504310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5504306.000000 Penalty: 5206.241699
	Iteration 35Q: 3 clusters Score -5504306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5504309.500000 Penalty: 5206.241699
	Iteration 36Q: 3 clusters Score -5504310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5504309.500000 Penalty: 5206.241699
	Iteration 37F: 3 clusters Score -5504310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -653777.187500 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -653777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -649689.750000 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -649689.8 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -650944.937500 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -650944.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -651356.187500 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -651356.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -651644.125000 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -651644.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -651861.000000 Penalty: 4158.409668
	Iteration 4F: 3 clusters Score -651861 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -652028.125000 Penalty: 4158.409668
	Iteration 5F: 3 clusters Score -652028.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -652192.000000 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -652192 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -652356.125000 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -652356.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -652521.375000 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -652521.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -652650.500000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -652650.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -652766.125000 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -652766.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -652875.625000 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -652875.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -652971.687500 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -652971.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -653044.312500 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -653044.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -653099.000000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -653099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -653155.500000 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -653155.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -653195.375000 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -653195.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -653218.312500 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -653218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -653227.312500 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -653227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -653235.125000 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -653235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -653245.062500 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -653245.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -653257.062500 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -653257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -653262.312500 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -653262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -653266.125000 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -653266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -653268.562500 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -653268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -653270.937500 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -653270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -653270.937500 Penalty: 4158.409668
	Iteration 26F: 3 clusters Score -653270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -731950.750000 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -731950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -727443.375000 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -727443.4 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -728560.812500 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -728560.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -728745.000000 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -728745 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -728840.625000 Penalty: 4225.419922
	Iteration 3Q: 3 clusters Score -728840.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -728900.375000 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -728900.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -728947.187500 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -728947.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -728996.875000 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -728996.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -729034.187500 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -729034.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -729068.687500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -729068.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -729094.687500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -729094.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -729116.750000 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -729116.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -729131.375000 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -729131.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -729150.250000 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -729150.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -729165.750000 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -729165.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -729184.187500 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -729184.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -729205.750000 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -729205.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -729227.937500 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -729227.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -729250.062500 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -729250.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -729275.687500 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -729275.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -729303.375000 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -729303.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -729329.187500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -729329.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -729353.437500 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -729353.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -729384.687500 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -729384.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -729412.625000 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -729412.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -729447.000000 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -729447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -729490.437500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -729490.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -729540.000000 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -729540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -729599.187500 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -729599.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -729654.437500 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -729654.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -729707.750000 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -729707.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -729759.375000 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -729759.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -729807.375000 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -729807.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -729855.062500 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -729855.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -729893.562500 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -729893.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -729938.625000 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -729938.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -729976.312500 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -729976.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -730002.562500 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -730002.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -730026.875000 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -730026.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -730051.437500 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -730051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -730076.625000 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -730076.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -730098.187500 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -730098.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -730120.375000 Penalty: 4225.419922
	Iteration 41Q: 3 clusters Score -730120.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -730145.625000 Penalty: 4225.419922
	Iteration 42Q: 3 clusters Score -730145.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -730168.937500 Penalty: 4225.419922
	Iteration 43Q: 3 clusters Score -730168.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -730191.375000 Penalty: 4225.419922
	Iteration 44Q: 3 clusters Score -730191.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -730202.187500 Penalty: 4225.419922
	Iteration 45Q: 3 clusters Score -730202.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -730219.062500 Penalty: 4225.419922
	Iteration 46Q: 3 clusters Score -730219.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -730233.625000 Penalty: 4225.419922
	Iteration 47Q: 3 clusters Score -730233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -730249.937500 Penalty: 4225.419922
	Iteration 48Q: 3 clusters Score -730249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -730254.437500 Penalty: 4225.419922
	Iteration 49Q: 3 clusters Score -730254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -730255.625000 Penalty: 4225.419922
	Iteration 50Q: 3 clusters Score -730255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -730256.625000 Penalty: 4225.419922
	Iteration 51Q: 3 clusters Score -730256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -730263.625000 Penalty: 4225.419922
	Iteration 52Q: 3 clusters Score -730263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -730267.000000 Penalty: 4225.419922
	Iteration 53Q: 3 clusters Score -730267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -730275.875000 Penalty: 4225.419922
	Iteration 54Q: 3 clusters Score -730275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -730283.187500 Penalty: 4225.419922
	Iteration 55Q: 3 clusters Score -730283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -730288.375000 Penalty: 4225.419922
	Iteration 56Q: 3 clusters Score -730288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -730293.875000 Penalty: 4225.419922
	Iteration 57Q: 3 clusters Score -730293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -730294.062500 Penalty: 4225.419922
	Iteration 58Q: 3 clusters Score -730294.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -730294.062500 Penalty: 4225.419922
	Iteration 59F: 3 clusters Score -730294.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (96856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Entering Unmasked Estep 
Score: -14881088.000000 Penalty: 2847.283203
	Iteration 0F: 2 clusters Score -1.488109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -14816803.000000 Penalty: 5694.566406
	Iteration 0F: 3 clusters Score -1.48168e+07 nChanged 45829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -14842771.000000 Penalty: 5694.566406
	Iteration 1F: 3 clusters Score -1.484277e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -14843604.000000 Penalty: 5694.566406
	Iteration 2Q: 3 clusters Score -1.48436e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -14844540.000000 Penalty: 5694.566406
	Iteration 3Q: 3 clusters Score -1.484454e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -14845824.000000 Penalty: 5694.566406
	Iteration 4Q: 3 clusters Score -1.484582e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -14847367.000000 Penalty: 5694.566406
	Iteration 5Q: 3 clusters Score -1.484737e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -14849428.000000 Penalty: 5694.566406
	Iteration 6Q: 3 clusters Score -1.484943e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -14851849.000000 Penalty: 5694.566406
	Iteration 7Q: 3 clusters Score -1.485185e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -14854750.000000 Penalty: 5694.566406
	Iteration 8F: 3 clusters Score -1.485475e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -14858013.000000 Penalty: 5694.566406
	Iteration 9F: 3 clusters Score -1.485801e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -14861335.000000 Penalty: 5694.566406
	Iteration 10F: 3 clusters Score -1.486134e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -14864411.000000 Penalty: 5694.566406
	Iteration 11F: 3 clusters Score -1.486441e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -14866429.000000 Penalty: 5694.566406
	Iteration 12Q: 3 clusters Score -1.486643e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -14867741.000000 Penalty: 5694.566406
	Iteration 13Q: 3 clusters Score -1.486774e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -14868533.000000 Penalty: 5694.566406
	Iteration 14Q: 3 clusters Score -1.486853e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -14868962.000000 Penalty: 5694.566406
	Iteration 15Q: 3 clusters Score -1.486896e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -14869311.000000 Penalty: 5694.566406
	Iteration 16Q: 3 clusters Score -1.486931e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -14869580.000000 Penalty: 5694.566406
	Iteration 17Q: 3 clusters Score -1.486958e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -14869778.000000 Penalty: 5694.566406
	Iteration 18Q: 3 clusters Score -1.486978e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -14869972.000000 Penalty: 5694.566406
	Iteration 19Q: 3 clusters Score -1.486997e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -14870160.000000 Penalty: 5694.566406
	Iteration 20F: 3 clusters Score -1.487016e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -14870320.000000 Penalty: 5694.566406
	Iteration 21Q: 3 clusters Score -1.487032e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -14870509.000000 Penalty: 5694.566406
	Iteration 22Q: 3 clusters Score -1.487051e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -14870620.000000 Penalty: 5694.566406
	Iteration 23Q: 3 clusters Score -1.487062e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -14870751.000000 Penalty: 5694.566406
	Iteration 24Q: 3 clusters Score -1.487075e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -14870856.000000 Penalty: 5694.566406
	Iteration 25Q: 3 clusters Score -1.487086e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -14871072.000000 Penalty: 5694.566406
	Iteration 26Q: 3 clusters Score -1.487107e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -14871261.000000 Penalty: 5694.566406
	Iteration 27Q: 3 clusters Score -1.487126e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -14871470.000000 Penalty: 5694.566406
	Iteration 28Q: 3 clusters Score -1.487147e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -14871602.000000 Penalty: 5694.566406
	Iteration 29Q: 3 clusters Score -1.48716e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -14871742.000000 Penalty: 5694.566406
	Iteration 30Q: 3 clusters Score -1.487174e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -14872033.000000 Penalty: 5694.566406
	Iteration 31Q: 3 clusters Score -1.487203e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -14872316.000000 Penalty: 5694.566406
	Iteration 32Q: 3 clusters Score -1.487232e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -14872474.000000 Penalty: 5694.566406
	Iteration 33Q: 3 clusters Score -1.487247e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -14872708.000000 Penalty: 5694.566406
	Iteration 34Q: 3 clusters Score -1.487271e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -14872878.000000 Penalty: 5694.566406
	Iteration 35Q: 3 clusters Score -1.487288e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -14873122.000000 Penalty: 5694.566406
	Iteration 36Q: 3 clusters Score -1.487312e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -14873268.000000 Penalty: 5694.566406
	Iteration 37Q: 3 clusters Score -1.487327e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -14873396.000000 Penalty: 5694.566406
	Iteration 38Q: 3 clusters Score -1.48734e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -14873537.000000 Penalty: 5694.566406
	Iteration 39Q: 3 clusters Score -1.487354e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -14873765.000000 Penalty: 5694.566406
	Iteration 40F: 3 clusters Score -1.487376e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -14873948.000000 Penalty: 5694.566406
	Iteration 41Q: 3 clusters Score -1.487395e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -14874163.000000 Penalty: 5694.566406
	Iteration 42Q: 3 clusters Score -1.487416e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -14874307.000000 Penalty: 5694.566406
	Iteration 43Q: 3 clusters Score -1.487431e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -14874499.000000 Penalty: 5694.566406
	Iteration 44Q: 3 clusters Score -1.48745e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -14874703.000000 Penalty: 5694.566406
	Iteration 45Q: 3 clusters Score -1.48747e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -14874942.000000 Penalty: 5694.566406
	Iteration 46Q: 3 clusters Score -1.487494e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -14875149.000000 Penalty: 5694.566406
	Iteration 47Q: 3 clusters Score -1.487515e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -14875313.000000 Penalty: 5694.566406
	Iteration 48Q: 3 clusters Score -1.487531e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -14875504.000000 Penalty: 5694.566406
	Iteration 49Q: 3 clusters Score -1.48755e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -14875679.000000 Penalty: 5694.566406
	Iteration 50Q: 3 clusters Score -1.487568e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -14875861.000000 Penalty: 5694.566406
	Iteration 51Q: 3 clusters Score -1.487586e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -14875994.000000 Penalty: 5694.566406
	Iteration 52Q: 3 clusters Score -1.487599e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -14876168.000000 Penalty: 5694.566406
	Iteration 53Q: 3 clusters Score -1.487617e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -14876368.000000 Penalty: 5694.566406
	Iteration 54Q: 3 clusters Score -1.487637e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -14876529.000000 Penalty: 5694.566406
	Iteration 55Q: 3 clusters Score -1.487653e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -14876715.000000 Penalty: 5694.566406
	Iteration 56Q: 3 clusters Score -1.487672e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -14876911.000000 Penalty: 5694.566406
	Iteration 57Q: 3 clusters Score -1.487691e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -14877052.000000 Penalty: 5694.566406
	Iteration 58Q: 3 clusters Score -1.487705e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -14877262.000000 Penalty: 5694.566406
	Iteration 59Q: 3 clusters Score -1.487726e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -14877495.000000 Penalty: 5694.566406
	Iteration 60F: 3 clusters Score -1.48775e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -14877629.000000 Penalty: 5694.566406
	Iteration 61Q: 3 clusters Score -1.487763e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -14877835.000000 Penalty: 5694.566406
	Iteration 62Q: 3 clusters Score -1.487784e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -14877945.000000 Penalty: 5694.566406
	Iteration 63Q: 3 clusters Score -1.487794e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -14878078.000000 Penalty: 5694.566406
	Iteration 64Q: 3 clusters Score -1.487808e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -14878206.000000 Penalty: 5694.566406
	Iteration 65Q: 3 clusters Score -1.487821e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -14878307.000000 Penalty: 5694.566406
	Iteration 66Q: 3 clusters Score -1.487831e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -14878398.000000 Penalty: 5694.566406
	Iteration 67Q: 3 clusters Score -1.48784e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -14878471.000000 Penalty: 5694.566406
	Iteration 68Q: 3 clusters Score -1.487847e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -14878640.000000 Penalty: 5694.566406
	Iteration 69Q: 3 clusters Score -1.487864e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -14878765.000000 Penalty: 5694.566406
	Iteration 70Q: 3 clusters Score -1.487876e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -14878803.000000 Penalty: 5694.566406
	Iteration 71Q: 3 clusters Score -1.48788e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -14878869.000000 Penalty: 5694.566406
	Iteration 72Q: 3 clusters Score -1.487887e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -14878972.000000 Penalty: 5694.566406
	Iteration 73Q: 3 clusters Score -1.487897e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -14879085.000000 Penalty: 5694.566406
	Iteration 74Q: 3 clusters Score -1.487908e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -14879179.000000 Penalty: 5694.566406
	Iteration 75Q: 3 clusters Score -1.487918e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -14879309.000000 Penalty: 5694.566406
	Iteration 76Q: 3 clusters Score -1.487931e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -14879444.000000 Penalty: 5694.566406
	Iteration 77Q: 3 clusters Score -1.487944e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -14879542.000000 Penalty: 5694.566406
	Iteration 78Q: 3 clusters Score -1.487954e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -14879615.000000 Penalty: 5694.566406
	Iteration 79Q: 3 clusters Score -1.487962e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -14879685.000000 Penalty: 5694.566406
	Iteration 80F: 3 clusters Score -1.487968e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -14879731.000000 Penalty: 5694.566406
	Iteration 81Q: 3 clusters Score -1.487973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -14879735.000000 Penalty: 5694.566406
	Iteration 82Q: 3 clusters Score -1.487974e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -14879773.000000 Penalty: 5694.566406
	Iteration 83Q: 3 clusters Score -1.487977e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -14879767.000000 Penalty: 5694.566406
	Iteration 84Q: 3 clusters Score -1.487977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -14879781.000000 Penalty: 5694.566406
	Iteration 85Q: 3 clusters Score -1.487978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -14879798.000000 Penalty: 5694.566406
	Iteration 86Q: 3 clusters Score -1.48798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -14879797.000000 Penalty: 5694.566406
	Iteration 87Q: 3 clusters Score -1.48798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -14879817.000000 Penalty: 5694.566406
	Iteration 88Q: 3 clusters Score -1.487982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -14879830.000000 Penalty: 5694.566406
	Iteration 89Q: 3 clusters Score -1.487983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -14879842.000000 Penalty: 5694.566406
	Iteration 90Q: 3 clusters Score -1.487984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -14879856.000000 Penalty: 5694.566406
	Iteration 91Q: 3 clusters Score -1.487986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -14879842.000000 Penalty: 5694.566406
	Iteration 92Q: 3 clusters Score -1.487984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -14879842.000000 Penalty: 5694.566406
	Iteration 93Q: 3 clusters Score -1.487984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -14879832.000000 Penalty: 5694.566406
	Iteration 94Q: 3 clusters Score -1.487983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -14879845.000000 Penalty: 5694.566406
	Iteration 95Q: 3 clusters Score -1.487984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -14879852.000000 Penalty: 5694.566406
	Iteration 96Q: 3 clusters Score -1.487985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -14879845.000000 Penalty: 5694.566406
	Iteration 97Q: 3 clusters Score -1.487984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -14879843.000000 Penalty: 5694.566406
	Iteration 98Q: 3 clusters Score -1.487984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -14879847.000000 Penalty: 5694.566406
	Iteration 99Q: 3 clusters Score -1.487985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -14879841.000000 Penalty: 5694.566406
	Iteration 100F: 3 clusters Score -1.487984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -14879843.000000 Penalty: 5694.566406
	Iteration 101Q: 3 clusters Score -1.487984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 94601 members 
Entering Unmasked Estep 
Score: -14879841.000000 Penalty: 5694.566406
	Iteration 102Q: 3 clusters Score -1.487984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -14879848.000000 Penalty: 5694.566406
	Iteration 103Q: 3 clusters Score -1.487985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -14879849.000000 Penalty: 5694.566406
	Iteration 104Q: 3 clusters Score -1.487985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -14879849.000000 Penalty: 5694.566406
	Iteration 105F: 3 clusters Score -1.487985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -115149.632812 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -115149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113398.484375 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -113398.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113849.312500 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -113849.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114134.289062 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -114134.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114346.859375 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -114346.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114783.992188 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -114784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114945.703125 Penalty: 3333.827148
	Iteration 5F: 3 clusters Score -114945.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115093.890625 Penalty: 3333.827148
	Iteration 6F: 3 clusters Score -115093.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -115162.429688 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -115162.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -115209.914062 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -115209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115236.539062 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -115236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -115251.078125 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -115251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -115261.781250 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -115261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -115267.039062 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -115267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -115269.421875 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -115269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -115271.046875 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -115271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -115273.257812 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -115273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -115279.015625 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -115279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -115279.015625 Penalty: 3333.827148
	Iteration 17F: 3 clusters Score -115279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 43992 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 9771 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 159547 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 304 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 96856 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 26467 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 8326 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 228 members 
Mstep: Class 39 contains 227 members 
Entering Unmasked Estep 
Score: -70322008.000000 Penalty: 126339.585938
Splitting cluster 29 changes total score from -70323432.000000 to -70322008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -292909.343750 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -292909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -290240.656250 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -290240.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290893.656250 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -290893.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -291188.906250 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -291188.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -291436.000000 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -291436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291672.000000 Penalty: 3804.995117
	Iteration 4F: 3 clusters Score -291672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -291886.250000 Penalty: 3804.995117
	Iteration 5F: 3 clusters Score -291886.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292117.375000 Penalty: 3804.995117
	Iteration 6F: 3 clusters Score -292117.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -292317.093750 Penalty: 3804.995117
	Iteration 7F: 3 clusters Score -292317.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -292449.812500 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -292449.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -292544.812500 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -292544.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292591.562500 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -292591.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -292628.875000 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -292628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -292642.031250 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -292642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -292654.500000 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -292654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -292659.968750 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -292660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -292663.312500 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -292663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -292665.656250 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -292665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -292666.531250 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -292666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -292667.468750 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -292667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -292669.218750 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -292669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -292669.625000 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -292669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -292670.531250 Penalty: 3804.995117
	Iteration 21Q: 3 clusters Score -292670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -292670.531250 Penalty: 3804.995117
	Iteration 22F: 3 clusters Score -292670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Entering Unmasked Estep 
Score: -3992852.000000 Penalty: 2525.546143
	Iteration 0F: 2 clusters Score -3992852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3974552.750000 Penalty: 5051.092285
	Iteration 0F: 3 clusters Score -3974553 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3980960.500000 Penalty: 5051.092285
	Iteration 1F: 3 clusters Score -3980960 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3981400.000000 Penalty: 5051.092285
	Iteration 2Q: 3 clusters Score -3981400 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3981823.750000 Penalty: 5051.092285
	Iteration 3Q: 3 clusters Score -3981824 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3982270.000000 Penalty: 5051.092285
	Iteration 4Q: 3 clusters Score -3982270 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3982783.500000 Penalty: 5051.092285
	Iteration 5Q: 3 clusters Score -3982784 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3983382.750000 Penalty: 5051.092285
	Iteration 6Q: 3 clusters Score -3983383 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3984183.250000 Penalty: 5051.092285
	Iteration 7F: 3 clusters Score -3984183 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3985268.750000 Penalty: 5051.092285
	Iteration 8F: 3 clusters Score -3985269 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3986557.250000 Penalty: 5051.092285
	Iteration 9F: 3 clusters Score -3986557 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3987876.250000 Penalty: 5051.092285
	Iteration 10F: 3 clusters Score -3987876 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3988975.750000 Penalty: 5051.092285
	Iteration 11Q: 3 clusters Score -3988976 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3989743.250000 Penalty: 5051.092285
	Iteration 12Q: 3 clusters Score -3989743 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3990160.500000 Penalty: 5051.092285
	Iteration 13Q: 3 clusters Score -3990160 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3990375.250000 Penalty: 5051.092285
	Iteration 14Q: 3 clusters Score -3990375 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3990497.500000 Penalty: 5051.092285
	Iteration 15Q: 3 clusters Score -3990498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3990569.000000 Penalty: 5051.092285
	Iteration 16Q: 3 clusters Score -3990569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3990603.750000 Penalty: 5051.092285
	Iteration 17Q: 3 clusters Score -3990604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3990626.250000 Penalty: 5051.092285
	Iteration 18Q: 3 clusters Score -3990626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3990642.000000 Penalty: 5051.092285
	Iteration 19Q: 3 clusters Score -3990642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3990646.250000 Penalty: 5051.092285
	Iteration 20F: 3 clusters Score -3990646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3990655.000000 Penalty: 5051.092285
	Iteration 21Q: 3 clusters Score -3990655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3990656.750000 Penalty: 5051.092285
	Iteration 22Q: 3 clusters Score -3990657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3990656.000000 Penalty: 5051.092285
	Iteration 23Q: 3 clusters Score -3990656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3990664.250000 Penalty: 5051.092285
	Iteration 24Q: 3 clusters Score -3990664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3990669.500000 Penalty: 5051.092285
	Iteration 25Q: 3 clusters Score -3990670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3990676.250000 Penalty: 5051.092285
	Iteration 26Q: 3 clusters Score -3990676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3990675.500000 Penalty: 5051.092285
	Iteration 27Q: 3 clusters Score -3990676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3990684.000000 Penalty: 5051.092285
	Iteration 28Q: 3 clusters Score -3990684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3990691.250000 Penalty: 5051.092285
	Iteration 29Q: 3 clusters Score -3990691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3990693.250000 Penalty: 5051.092285
	Iteration 30Q: 3 clusters Score -3990693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3990694.000000 Penalty: 5051.092285
	Iteration 31Q: 3 clusters Score -3990694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3990693.750000 Penalty: 5051.092285
	Iteration 32Q: 3 clusters Score -3990694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3990693.750000 Penalty: 5051.092285
	Iteration 33F: 3 clusters Score -3990694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -99644.867188 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -99644.87 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 373 members 
Entering Unmasked Estep 
Score: -98029.984375 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -98029.98 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98609.726562 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -98609.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99021.242188 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -99021.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99118.890625 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -99118.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -99178.992188 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -99178.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99219.429688 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -99219.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99246.796875 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -99246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99263.875000 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -99263.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99278.742188 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -99278.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99290.023438 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -99290.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99294.765625 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -99294.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99298.046875 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -99298.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99299.625000 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -99299.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99299.625000 Penalty: 3289.472900
	Iteration 13F: 3 clusters Score -99299.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -52592.277344 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -52592.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51289.824219 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -51289.82 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51509.078125 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -51509.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51594.597656 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -51594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51613.292969 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -51613.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51618.250000 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -51618.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51622.542969 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -51622.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51623.992188 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -51623.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51623.992188 Penalty: 3034.576172
	Iteration 7F: 3 clusters Score -51623.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -349709.906250 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -349709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -346880.562500 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -346880.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347521.406250 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -347521.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -347805.250000 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -347805.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348108.000000 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -348108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348376.281250 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -348376.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -348570.843750 Penalty: 3861.923828
	Iteration 5F: 3 clusters Score -348570.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -348717.468750 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -348717.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -348812.437500 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -348812.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -348865.531250 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -348865.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -348908.187500 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -348908.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -348940.062500 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -348940.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -348968.843750 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -348968.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -348988.125000 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -348988.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -348998.406250 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -348998.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -349010.031250 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -349010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -349022.437500 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -349022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -349029.875000 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -349029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -349035.468750 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -349035.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -349043.531250 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -349043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -349048.156250 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -349048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -349050.468750 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -349050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -349052.812500 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -349052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -349053.968750 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -349054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -349053.500000 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -349053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -349053.500000 Penalty: 3861.923828
	Iteration 24F: 3 clusters Score -349053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -1290009.250000 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -1290009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1283356.375000 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -1283356 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1285174.500000 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -1285174 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1285452.250000 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -1285452 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1285629.750000 Penalty: 4477.460938
	Iteration 3F: 3 clusters Score -1285630 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1285744.625000 Penalty: 4477.460938
	Iteration 4Q: 3 clusters Score -1285745 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1285818.250000 Penalty: 4477.460938
	Iteration 5Q: 3 clusters Score -1285818 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1285876.875000 Penalty: 4477.460938
	Iteration 6Q: 3 clusters Score -1285877 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1285925.000000 Penalty: 4477.460938
	Iteration 7Q: 3 clusters Score -1285925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1285956.000000 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -1285956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1285984.375000 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -1285984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1286005.500000 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -1286006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1286028.125000 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -1286028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1286056.875000 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -1286057 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1286082.125000 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -1286082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1286107.375000 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -1286107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1286128.750000 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -1286129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1286146.000000 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -1286146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1286166.375000 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -1286166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1286182.500000 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -1286182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1286205.625000 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -1286206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1286225.125000 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -1286225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1286248.250000 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -1286248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1286275.500000 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -1286276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1286306.250000 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -1286306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1286341.750000 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -1286342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1286387.250000 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -1286387 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1286428.625000 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -1286429 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1286492.750000 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -1286493 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1286575.750000 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -1286576 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1286668.500000 Penalty: 4477.460938
	Iteration 29Q: 3 clusters Score -1286668 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1286789.375000 Penalty: 4477.460938
	Iteration 30Q: 3 clusters Score -1286789 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1286917.125000 Penalty: 4477.460938
	Iteration 31Q: 3 clusters Score -1286917 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1287056.500000 Penalty: 4477.460938
	Iteration 32Q: 3 clusters Score -1287056 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1287186.125000 Penalty: 4477.460938
	Iteration 33Q: 3 clusters Score -1287186 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1287309.875000 Penalty: 4477.460938
	Iteration 34Q: 3 clusters Score -1287310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1287429.375000 Penalty: 4477.460938
	Iteration 35Q: 3 clusters Score -1287429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1287545.750000 Penalty: 4477.460938
	Iteration 36Q: 3 clusters Score -1287546 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1287634.125000 Penalty: 4477.460938
	Iteration 37Q: 3 clusters Score -1287634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1287714.125000 Penalty: 4477.460938
	Iteration 38Q: 3 clusters Score -1287714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1287791.625000 Penalty: 4477.460938
	Iteration 39Q: 3 clusters Score -1287792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1287857.375000 Penalty: 4477.460938
	Iteration 40F: 3 clusters Score -1287857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1287912.500000 Penalty: 4477.460938
	Iteration 41Q: 3 clusters Score -1287912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1287942.500000 Penalty: 4477.460938
	Iteration 42Q: 3 clusters Score -1287942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1287967.500000 Penalty: 4477.460938
	Iteration 43Q: 3 clusters Score -1287968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1287984.000000 Penalty: 4477.460938
	Iteration 44Q: 3 clusters Score -1287984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1288003.375000 Penalty: 4477.460938
	Iteration 45Q: 3 clusters Score -1288003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1288021.750000 Penalty: 4477.460938
	Iteration 46Q: 3 clusters Score -1288022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1288040.750000 Penalty: 4477.460938
	Iteration 47Q: 3 clusters Score -1288041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1288051.750000 Penalty: 4477.460938
	Iteration 48Q: 3 clusters Score -1288052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1288055.875000 Penalty: 4477.460938
	Iteration 49Q: 3 clusters Score -1288056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1288061.625000 Penalty: 4477.460938
	Iteration 50Q: 3 clusters Score -1288062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1288063.125000 Penalty: 4477.460938
	Iteration 51Q: 3 clusters Score -1288063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1288065.000000 Penalty: 4477.460938
	Iteration 52Q: 3 clusters Score -1288065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1288064.500000 Penalty: 4477.460938
	Iteration 53Q: 3 clusters Score -1288064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1288064.500000 Penalty: 4477.460938
	Iteration 54F: 3 clusters Score -1288064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -340092.125000 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -340092.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -337300.781250 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -337300.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -337843.281250 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -337843.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -337966.125000 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -337966.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -338038.093750 Penalty: 3832.857422
	Iteration 3Q: 3 clusters Score -338038.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -338089.000000 Penalty: 3832.857422
	Iteration 4Q: 3 clusters Score -338089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -338118.000000 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -338118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338137.125000 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -338137.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -338150.531250 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -338150.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -338160.750000 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -338160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -338168.781250 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -338168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -338177.375000 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -338177.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -338184.750000 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -338184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -338192.781250 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -338192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -338195.906250 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -338195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -338198.500000 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -338198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -338202.531250 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -338202.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -338205.312500 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -338205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -338206.437500 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -338206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -338206.437500 Penalty: 3832.857422
	Iteration 18F: 3 clusters Score -338206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36714.218750 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36714.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35760.042969 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35760.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35879.136719 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35879.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35922.261719 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -35922.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35939.593750 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -35939.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35942.527344 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -35942.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35942.527344 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -35942.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -23236.089844 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23236.09 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 103 members 
Entering Unmasked Estep 
Score: -22345.167969 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22345.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22578.310547 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22578.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22619.867188 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22619.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22628.039062 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -22628.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22628.039062 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -22628.04 nChanged 0
--- Evaluating fit on full set of 1412708 points ---
Entering Unmasked Estep 
Score: -211116912.000000 Penalty: 133453.453125
21->39 Clusters: Score -211116912.000000, best is -211208784.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 470902 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 22284 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 22707 members 
Mstep: Class 6 contains 22329 members 
Mstep: Class 7 contains 22416 members 
Mstep: Class 8 contains 22709 members 
Mstep: Class 9 contains 22152 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 12 contains 22372 members 
Mstep: Class 13 contains 22163 members 
Mstep: Class 14 contains 22239 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 22422 members 
Mstep: Class 17 contains 22287 members 
Mstep: Class 18 contains 22645 members 
Mstep: Class 19 contains 22465 members 
Mstep: Class 20 contains 22527 members 
Mstep: Class 21 contains 22387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1036.819702 but Gain 3239.476562
Score: -64033164.000000 Penalty: 64789.531250
Iteration 0F: 21 clusters Score -6.403316e+07 nChanged 448239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4080 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 62644 members 
Mstep: Class 3 contains 986 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 169668 members 
Mstep: Class 6 contains 28045 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 1918 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 23579 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 12074 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 33767 members 
Mstep: Class 18 contains 25969 members 
Mstep: Class 20 contains 37235 members 
Mstep: Class 21 contains 3852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -68954392.000000 Penalty: 64789.531250
Iteration 1F: 21 clusters Score -6.895439e+07 nChanged 194206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2235 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 45675 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 264821 members 
Mstep: Class 6 contains 11741 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 11654 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 15535 members 
Mstep: Class 18 contains 32417 members 
Mstep: Class 20 contains 23723 members 
Mstep: Class 21 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69545320.000000 Penalty: 64789.531250
Iteration 2F: 21 clusters Score -6.954532e+07 nChanged 108055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1214 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 31319 members 
Mstep: Class 3 contains 1914 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 277395 members 
Mstep: Class 6 contains 8413 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 20374 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 55983 members 
Mstep: Class 20 contains 22220 members 
Mstep: Class 21 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69787400.000000 Penalty: 64789.531250
Iteration 3F: 21 clusters Score -6.97874e+07 nChanged 60217
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 23791 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1079 members 
Mstep: Class 5 contains 269003 members 
Mstep: Class 6 contains 7726 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 1911 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 24164 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 71906 members 
Mstep: Class 20 contains 24340 members 
Mstep: Class 21 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69918064.000000 Penalty: 64789.531250
Iteration 4F: 21 clusters Score -6.991806e+07 nChanged 36206
Entering Unmasked Mstep 
Mstep: Class 0 contains 751 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 19860 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 261459 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 26110 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 18 contains 78680 members 
Mstep: Class 20 contains 27433 members 
Mstep: Class 21 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69986056.000000 Penalty: 64789.531250
Iteration 5F: 21 clusters Score -6.998606e+07 nChanged 25557
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 17979 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 1095 members 
Mstep: Class 5 contains 255286 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 26313 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 81052 members 
Mstep: Class 20 contains 32093 members 
Mstep: Class 21 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70023512.000000 Penalty: 64789.531250
Iteration 6F: 21 clusters Score -7.002351e+07 nChanged 20287
Entering Unmasked Mstep 
Mstep: Class 0 contains 594 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 17434 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 5 contains 249704 members 
Mstep: Class 6 contains 6269 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 80956 members 
Mstep: Class 20 contains 37913 members 
Mstep: Class 21 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045240.000000 Penalty: 64789.531250
Iteration 7Q: 21 clusters Score -7.004524e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 589 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 17858 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 5 contains 244156 members 
Mstep: Class 6 contains 5777 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 9253 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 24288 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 79519 members 
Mstep: Class 20 contains 44573 members 
Mstep: Class 21 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70062000.000000 Penalty: 64789.531250
Iteration 8Q: 21 clusters Score -7.0062e+07 nChanged 16880
Entering Unmasked Mstep 
Mstep: Class 0 contains 588 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 19079 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 1095 members 
Mstep: Class 5 contains 238191 members 
Mstep: Class 6 contains 5324 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 2309 members 
Mstep: Class 10 contains 8965 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 22792 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 77329 members 
Mstep: Class 20 contains 52054 members 
Mstep: Class 21 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70080152.000000 Penalty: 64789.531250
Iteration 9Q: 21 clusters Score -7.008015e+07 nChanged 17290
Entering Unmasked Mstep 
Mstep: Class 0 contains 588 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 21133 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 231767 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 21253 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 3424 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 74389 members 
Mstep: Class 20 contains 59926 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70099232.000000 Penalty: 64789.531250
Iteration 10Q: 21 clusters Score -7.009923e+07 nChanged 17565
Entering Unmasked Mstep 
Mstep: Class 0 contains 589 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 24343 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 224339 members 
Mstep: Class 6 contains 4904 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 9530 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 19974 members 
Mstep: Class 15 contains 4187 members 
Mstep: Class 16 contains 3633 members 
Mstep: Class 17 contains 5962 members 
Mstep: Class 18 contains 70485 members 
Mstep: Class 20 contains 68158 members 
Mstep: Class 21 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70120088.000000 Penalty: 64789.531250
Iteration 11Q: 21 clusters Score -7.012009e+07 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 29078 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 1091 members 
Mstep: Class 5 contains 216445 members 
Mstep: Class 6 contains 4916 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 9538 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 18925 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 3823 members 
Mstep: Class 17 contains 6618 members 
Mstep: Class 18 contains 65321 members 
Mstep: Class 20 contains 76347 members 
Mstep: Class 21 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70136856.000000 Penalty: 64789.531250
Iteration 12Q: 21 clusters Score -7.013686e+07 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 589 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 1089 members 
Mstep: Class 5 contains 208065 members 
Mstep: Class 6 contains 4885 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 7540 members 
Mstep: Class 11 contains 9474 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 18148 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 59090 members 
Mstep: Class 20 contains 84650 members 
Mstep: Class 21 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70153880.000000 Penalty: 64789.531250
Iteration 13Q: 21 clusters Score -7.015388e+07 nChanged 19214
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 199398 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 1494 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 7186 members 
Mstep: Class 11 contains 9402 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 17778 members 
Mstep: Class 15 contains 4720 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 7762 members 
Mstep: Class 18 contains 52809 members 
Mstep: Class 20 contains 92690 members 
Mstep: Class 21 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70171320.000000 Penalty: 64789.531250
Iteration 14Q: 21 clusters Score -7.017132e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 47246 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 190952 members 
Mstep: Class 6 contains 4558 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 15 contains 4908 members 
Mstep: Class 16 contains 3996 members 
Mstep: Class 17 contains 8287 members 
Mstep: Class 18 contains 47904 members 
Mstep: Class 20 contains 100326 members 
Mstep: Class 21 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70187552.000000 Penalty: 64789.531250
Iteration 15Q: 21 clusters Score -7.018755e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 51045 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 182872 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 2162 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 3734 members 
Mstep: Class 13 contains 857 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 4017 members 
Mstep: Class 17 contains 8729 members 
Mstep: Class 18 contains 44935 members 
Mstep: Class 20 contains 107541 members 
Mstep: Class 21 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199496.000000 Penalty: 64789.531250
Iteration 16Q: 21 clusters Score -7.01995e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 53513 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 175327 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 2148 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 8870 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 4028 members 
Mstep: Class 17 contains 9120 members 
Mstep: Class 18 contains 43305 members 
Mstep: Class 20 contains 114212 members 
Mstep: Class 21 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70208040.000000 Penalty: 64789.531250
Iteration 17Q: 21 clusters Score -7.020804e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 55077 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 168422 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 2131 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 13 contains 852 members 
Mstep: Class 14 contains 18160 members 
Mstep: Class 15 contains 5557 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 18 contains 42460 members 
Mstep: Class 20 contains 120326 members 
Mstep: Class 21 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70214824.000000 Penalty: 64789.531250
Iteration 18Q: 21 clusters Score -7.021482e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 56023 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 162326 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 851 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 4040 members 
Mstep: Class 17 contains 9738 members 
Mstep: Class 18 contains 42036 members 
Mstep: Class 20 contains 125739 members 
Mstep: Class 21 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70220368.000000 Penalty: 64789.531250
Iteration 19Q: 21 clusters Score -7.022037e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 56559 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 157263 members 
Mstep: Class 6 contains 3326 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 2112 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 8377 members 
Mstep: Class 12 contains 3703 members 
Mstep: Class 13 contains 852 members 
Mstep: Class 14 contains 18868 members 
Mstep: Class 15 contains 5915 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 41889 members 
Mstep: Class 20 contains 130332 members 
Mstep: Class 21 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70227888.000000 Penalty: 64789.531250
Iteration 20F: 21 clusters Score -7.022789e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 56833 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 152842 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 5623 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 3824 members 
Mstep: Class 13 contains 849 members 
Mstep: Class 14 contains 19252 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 10259 members 
Mstep: Class 18 contains 41834 members 
Mstep: Class 20 contains 134402 members 
Mstep: Class 21 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70235192.000000 Penalty: 64789.531250
Iteration 21Q: 21 clusters Score -7.023519e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 534 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 56953 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 149095 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 19622 members 
Mstep: Class 15 contains 6254 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 17 contains 10536 members 
Mstep: Class 18 contains 41782 members 
Mstep: Class 20 contains 137939 members 
Mstep: Class 21 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70238704.000000 Penalty: 64789.531250
Iteration 22Q: 21 clusters Score -7.02387e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 56934 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 145994 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 5374 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 4056 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 19982 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 4470 members 
Mstep: Class 17 contains 10813 members 
Mstep: Class 18 contains 41828 members 
Mstep: Class 20 contains 140964 members 
Mstep: Class 21 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70240856.000000 Penalty: 64789.531250
Iteration 23Q: 21 clusters Score -7.024086e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 143341 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 7514 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 20327 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 41887 members 
Mstep: Class 20 contains 143599 members 
Mstep: Class 21 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70241632.000000 Penalty: 64789.531250
Iteration 24Q: 21 clusters Score -7.024163e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 56659 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 140854 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 20666 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 11269 members 
Mstep: Class 18 contains 41943 members 
Mstep: Class 20 contains 146053 members 
Mstep: Class 21 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70242216.000000 Penalty: 64789.531250
Iteration 25Q: 21 clusters Score -7.024222e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 56534 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 138545 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 1017 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 4264 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 20986 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 11433 members 
Mstep: Class 18 contains 42031 members 
Mstep: Class 20 contains 148270 members 
Mstep: Class 21 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70242624.000000 Penalty: 64789.531250
Iteration 26Q: 21 clusters Score -7.024262e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 56381 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 136437 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 21311 members 
Mstep: Class 15 contains 7585 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11559 members 
Mstep: Class 18 contains 42127 members 
Mstep: Class 20 contains 150316 members 
Mstep: Class 21 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70243264.000000 Penalty: 64789.531250
Iteration 27Q: 21 clusters Score -7.024326e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 56216 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 134384 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 9 contains 1604 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 21622 members 
Mstep: Class 15 contains 7766 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 11659 members 
Mstep: Class 18 contains 42234 members 
Mstep: Class 20 contains 152322 members 
Mstep: Class 21 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70243296.000000 Penalty: 64789.531250
Iteration 28Q: 21 clusters Score -7.02433e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 132352 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 1595 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 21916 members 
Mstep: Class 15 contains 7880 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 11734 members 
Mstep: Class 18 contains 42395 members 
Mstep: Class 20 contains 154326 members 
Mstep: Class 21 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70243464.000000 Penalty: 64789.531250
Iteration 29Q: 21 clusters Score -7.024346e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 55871 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 130284 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 1596 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 22189 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 11815 members 
Mstep: Class 18 contains 42574 members 
Mstep: Class 20 contains 156357 members 
Mstep: Class 21 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70243608.000000 Penalty: 64789.531250
Iteration 30Q: 21 clusters Score -7.024361e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 55741 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 128246 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 1590 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 4434 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 22462 members 
Mstep: Class 15 contains 7956 members 
Mstep: Class 16 contains 4472 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 18 contains 42779 members 
Mstep: Class 20 contains 158350 members 
Mstep: Class 21 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244008.000000 Penalty: 64789.531250
Iteration 31Q: 21 clusters Score -7.024401e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 55610 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 126251 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 22745 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 4472 members 
Mstep: Class 17 contains 11866 members 
Mstep: Class 18 contains 43053 members 
Mstep: Class 20 contains 160247 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244008.000000 Penalty: 64789.531250
Iteration 32Q: 21 clusters Score -7.024401e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 55508 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 124371 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 4500 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 23046 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 43361 members 
Mstep: Class 20 contains 161961 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244328.000000 Penalty: 64789.531250
Iteration 33Q: 21 clusters Score -7.024433e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 55395 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 122598 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 23311 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 4472 members 
Mstep: Class 17 contains 11887 members 
Mstep: Class 18 contains 43661 members 
Mstep: Class 20 contains 163605 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244280.000000 Penalty: 64789.531250
Iteration 34Q: 21 clusters Score -7.024428e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 55302 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 120848 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4552 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 23554 members 
Mstep: Class 15 contains 7985 members 
Mstep: Class 16 contains 4472 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 20 contains 165193 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244440.000000 Penalty: 64789.531250
Iteration 35Q: 21 clusters Score -7.024444e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 55253 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 119150 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 947 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 4770 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 4588 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 23793 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 4472 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 44346 members 
Mstep: Class 20 contains 166680 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244624.000000 Penalty: 64789.531250
Iteration 36Q: 21 clusters Score -7.024462e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 55169 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 117588 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 6076 members 
Mstep: Class 12 contains 4632 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 24030 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11866 members 
Mstep: Class 18 contains 44744 members 
Mstep: Class 20 contains 168058 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70245024.000000 Penalty: 64789.531250
Iteration 37Q: 21 clusters Score -7.024502e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 55101 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 116146 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 4700 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24275 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11856 members 
Mstep: Class 18 contains 45116 members 
Mstep: Class 20 contains 169283 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70245208.000000 Penalty: 64789.531250
Iteration 38Q: 21 clusters Score -7.024521e+07 nChanged 2744
Entering ConstructFrom: 
Score: -70245208.000000 Penalty: 64789.531250
Entering ConstructFrom: 
Trying to split cluster 1 (8979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Entering Unmasked Estep 
Score: -1343860.000000 Penalty: 2257.455811
	Iteration 0F: 2 clusters Score -1343860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1336775.625000 Penalty: 4514.911621
	Iteration 0F: 3 clusters Score -1336776 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1338921.625000 Penalty: 4514.911621
	Iteration 1F: 3 clusters Score -1338922 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1339316.125000 Penalty: 4514.911621
	Iteration 2F: 3 clusters Score -1339316 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1339690.250000 Penalty: 4514.911621
	Iteration 3F: 3 clusters Score -1339690 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1340045.375000 Penalty: 4514.911621
	Iteration 4F: 3 clusters Score -1340045 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1340348.250000 Penalty: 4514.911621
	Iteration 5F: 3 clusters Score -1340348 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1340602.125000 Penalty: 4514.911621
	Iteration 6Q: 3 clusters Score -1340602 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1340871.500000 Penalty: 4514.911621
	Iteration 7Q: 3 clusters Score -1340872 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1341156.750000 Penalty: 4514.911621
	Iteration 8Q: 3 clusters Score -1341157 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1341512.625000 Penalty: 4514.911621
	Iteration 9Q: 3 clusters Score -1341513 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1341919.750000 Penalty: 4514.911621
	Iteration 10Q: 3 clusters Score -1341920 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1342214.000000 Penalty: 4514.911621
	Iteration 11Q: 3 clusters Score -1342214 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1342417.625000 Penalty: 4514.911621
	Iteration 12Q: 3 clusters Score -1342418 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1342594.875000 Penalty: 4514.911621
	Iteration 13Q: 3 clusters Score -1342595 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1342717.125000 Penalty: 4514.911621
	Iteration 14Q: 3 clusters Score -1342717 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1342832.500000 Penalty: 4514.911621
	Iteration 15Q: 3 clusters Score -1342832 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1342915.875000 Penalty: 4514.911621
	Iteration 16Q: 3 clusters Score -1342916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1342979.375000 Penalty: 4514.911621
	Iteration 17Q: 3 clusters Score -1342979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1343025.500000 Penalty: 4514.911621
	Iteration 18Q: 3 clusters Score -1343026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1343058.500000 Penalty: 4514.911621
	Iteration 19Q: 3 clusters Score -1343058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1343094.375000 Penalty: 4514.911621
	Iteration 20F: 3 clusters Score -1343094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1343125.625000 Penalty: 4514.911621
	Iteration 21Q: 3 clusters Score -1343126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1343156.500000 Penalty: 4514.911621
	Iteration 22Q: 3 clusters Score -1343156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1343183.875000 Penalty: 4514.911621
	Iteration 23Q: 3 clusters Score -1343184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1343214.250000 Penalty: 4514.911621
	Iteration 24Q: 3 clusters Score -1343214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1343235.250000 Penalty: 4514.911621
	Iteration 25Q: 3 clusters Score -1343235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1343247.000000 Penalty: 4514.911621
	Iteration 26Q: 3 clusters Score -1343247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1343264.875000 Penalty: 4514.911621
	Iteration 27Q: 3 clusters Score -1343265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1343271.875000 Penalty: 4514.911621
	Iteration 28Q: 3 clusters Score -1343272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1343279.750000 Penalty: 4514.911621
	Iteration 29Q: 3 clusters Score -1343280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1343290.000000 Penalty: 4514.911621
	Iteration 30Q: 3 clusters Score -1343290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1343298.750000 Penalty: 4514.911621
	Iteration 31Q: 3 clusters Score -1343299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1343303.875000 Penalty: 4514.911621
	Iteration 32Q: 3 clusters Score -1343304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1343308.000000 Penalty: 4514.911621
	Iteration 33Q: 3 clusters Score -1343308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1343307.500000 Penalty: 4514.911621
	Iteration 34Q: 3 clusters Score -1343308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1343306.500000 Penalty: 4514.911621
	Iteration 35Q: 3 clusters Score -1343306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1343307.625000 Penalty: 4514.911621
	Iteration 36Q: 3 clusters Score -1343308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1343311.250000 Penalty: 4514.911621
	Iteration 37Q: 3 clusters Score -1343311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1343313.250000 Penalty: 4514.911621
	Iteration 38Q: 3 clusters Score -1343313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1343313.125000 Penalty: 4514.911621
	Iteration 39Q: 3 clusters Score -1343313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1343316.000000 Penalty: 4514.911621
	Iteration 40F: 3 clusters Score -1343316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1343315.250000 Penalty: 4514.911621
	Iteration 41Q: 3 clusters Score -1343315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1343313.625000 Penalty: 4514.911621
	Iteration 42Q: 3 clusters Score -1343314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1343316.250000 Penalty: 4514.911621
	Iteration 43Q: 3 clusters Score -1343316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1343316.250000 Penalty: 4514.911621
	Iteration 44F: 3 clusters Score -1343316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Entering Unmasked Estep 
Score: -8396162.000000 Penalty: 2706.968994
	Iteration 0F: 2 clusters Score -8396162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -8359307.500000 Penalty: 5413.937988
	Iteration 0F: 3 clusters Score -8359308 nChanged 25514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -8373686.000000 Penalty: 5413.937988
	Iteration 1F: 3 clusters Score -8373686 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -8374567.500000 Penalty: 5413.937988
	Iteration 2Q: 3 clusters Score -8374568 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -8375874.000000 Penalty: 5413.937988
	Iteration 3Q: 3 clusters Score -8375874 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -8377639.500000 Penalty: 5413.937988
	Iteration 4F: 3 clusters Score -8377640 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -8379847.000000 Penalty: 5413.937988
	Iteration 5F: 3 clusters Score -8379847 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8381996.000000 Penalty: 5413.937988
	Iteration 6F: 3 clusters Score -8381996 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -8383896.000000 Penalty: 5413.937988
	Iteration 7F: 3 clusters Score -8383896 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -8385616.500000 Penalty: 5413.937988
	Iteration 8F: 3 clusters Score -8385616 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8387150.500000 Penalty: 5413.937988
	Iteration 9Q: 3 clusters Score -8387150 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8388544.000000 Penalty: 5413.937988
	Iteration 10Q: 3 clusters Score -8388544 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -8389759.000000 Penalty: 5413.937988
	Iteration 11Q: 3 clusters Score -8389759 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -8390774.000000 Penalty: 5413.937988
	Iteration 12Q: 3 clusters Score -8390774 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -8391647.000000 Penalty: 5413.937988
	Iteration 13Q: 3 clusters Score -8391647 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -8392398.000000 Penalty: 5413.937988
	Iteration 14Q: 3 clusters Score -8392398 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -8392907.000000 Penalty: 5413.937988
	Iteration 15Q: 3 clusters Score -8392907 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -8393225.000000 Penalty: 5413.937988
	Iteration 16Q: 3 clusters Score -8393225 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -8393497.000000 Penalty: 5413.937988
	Iteration 17Q: 3 clusters Score -8393497 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -8393699.000000 Penalty: 5413.937988
	Iteration 18Q: 3 clusters Score -8393699 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -8393839.000000 Penalty: 5413.937988
	Iteration 19Q: 3 clusters Score -8393839 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -8393918.000000 Penalty: 5413.937988
	Iteration 20F: 3 clusters Score -8393918 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -8393983.000000 Penalty: 5413.937988
	Iteration 21Q: 3 clusters Score -8393983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -8394061.000000 Penalty: 5413.937988
	Iteration 22Q: 3 clusters Score -8394061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -8394103.000000 Penalty: 5413.937988
	Iteration 23Q: 3 clusters Score -8394103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -8394125.000000 Penalty: 5413.937988
	Iteration 24Q: 3 clusters Score -8394125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -8394172.000000 Penalty: 5413.937988
	Iteration 25Q: 3 clusters Score -8394172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -8394199.000000 Penalty: 5413.937988
	Iteration 26Q: 3 clusters Score -8394199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -8394225.000000 Penalty: 5413.937988
	Iteration 27Q: 3 clusters Score -8394225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -8394241.000000 Penalty: 5413.937988
	Iteration 28Q: 3 clusters Score -8394241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -8394252.000000 Penalty: 5413.937988
	Iteration 29Q: 3 clusters Score -8394252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -8394268.000000 Penalty: 5413.937988
	Iteration 30Q: 3 clusters Score -8394268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -8394281.000000 Penalty: 5413.937988
	Iteration 31Q: 3 clusters Score -8394281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -8394295.000000 Penalty: 5413.937988
	Iteration 32Q: 3 clusters Score -8394295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -8394297.000000 Penalty: 5413.937988
	Iteration 33Q: 3 clusters Score -8394297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -8394314.000000 Penalty: 5413.937988
	Iteration 34Q: 3 clusters Score -8394314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -8394317.000000 Penalty: 5413.937988
	Iteration 35Q: 3 clusters Score -8394317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -8394327.000000 Penalty: 5413.937988
	Iteration 36Q: 3 clusters Score -8394327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -8394335.000000 Penalty: 5413.937988
	Iteration 37Q: 3 clusters Score -8394335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -8394338.000000 Penalty: 5413.937988
	Iteration 38Q: 3 clusters Score -8394338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -8394333.000000 Penalty: 5413.937988
	Iteration 39Q: 3 clusters Score -8394333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -8394334.000000 Penalty: 5413.937988
	Iteration 40F: 3 clusters Score -8394334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -8394338.000000 Penalty: 5413.937988
	Iteration 41Q: 3 clusters Score -8394338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -8394340.000000 Penalty: 5413.937988
	Iteration 42Q: 3 clusters Score -8394340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -8394342.000000 Penalty: 5413.937988
	Iteration 43Q: 3 clusters Score -8394342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -8394340.000000 Penalty: 5413.937988
	Iteration 44Q: 3 clusters Score -8394340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -8394341.000000 Penalty: 5413.937988
	Iteration 45Q: 3 clusters Score -8394341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -8394341.000000 Penalty: 5413.937988
	Iteration 46Q: 3 clusters Score -8394341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8394343.000000 Penalty: 5413.937988
	Iteration 47Q: 3 clusters Score -8394343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -8394337.000000 Penalty: 5413.937988
	Iteration 48Q: 3 clusters Score -8394337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8394339.000000 Penalty: 5413.937988
	Iteration 49Q: 3 clusters Score -8394339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8394339.000000 Penalty: 5413.937988
	Iteration 50F: 3 clusters Score -8394339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -255492.718750 Penalty: 1927.955688
	Iteration 0F: 2 clusters Score -255492.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -253485.609375 Penalty: 3855.911377
	Iteration 0F: 3 clusters Score -253485.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258184.765625 Penalty: 3855.911377
	Iteration 1F: 3 clusters Score -258184.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -261691.812500 Penalty: 3855.911377
	Iteration 2F: 3 clusters Score -261691.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -263672.437500 Penalty: 3855.911377
	Iteration 3F: 3 clusters Score -263672.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -264537.718750 Penalty: 3855.911377
	Iteration 4F: 3 clusters Score -264537.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -265151.187500 Penalty: 3855.911377
	Iteration 5Q: 3 clusters Score -265151.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265344.656250 Penalty: 3855.911377
	Iteration 6Q: 3 clusters Score -265344.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -265407.031250 Penalty: 3855.911377
	Iteration 7Q: 3 clusters Score -265407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -265432.468750 Penalty: 3855.911377
	Iteration 8Q: 3 clusters Score -265432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -265441.375000 Penalty: 3855.911377
	Iteration 9Q: 3 clusters Score -265441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -265449.375000 Penalty: 3855.911377
	Iteration 10F: 3 clusters Score -265449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -265454.812500 Penalty: 3855.911377
	Iteration 11Q: 3 clusters Score -265454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -265454.812500 Penalty: 3855.911377
	Iteration 12F: 3 clusters Score -265454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Entering Unmasked Estep 
Score: -70254048.000000 Penalty: 68029.007812
Splitting cluster 3 changes total score from -70245208.000000 to -70254048.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -127748.296875 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -127748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126084.687500 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -126084.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127745.492188 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -127745.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -129346.585938 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -129346.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -129786.710938 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -129786.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129906.085938 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -129906.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129968.648438 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -129968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130046.140625 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -130046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130250.125000 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -130250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130294.945312 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -130294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130364.835938 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -130364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -130405.281250 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -130405.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130429.742188 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -130429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130442.976562 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -130443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130454.750000 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -130454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -130458.179688 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -130458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130460.109375 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -130460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -130460.890625 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -130460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -130518.265625 Penalty: 3470.807617
	Iteration 17F: 3 clusters Score -130518.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -130646.054688 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -130646.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -130785.070312 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -130785.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130909.406250 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -130909.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -131000.257812 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -131000.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -131082.843750 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -131082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131128.421875 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -131128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131166.093750 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -131166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131228.343750 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -131228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -131287.296875 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -131287.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -131333.078125 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -131333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -131395.453125 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -131395.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131496.921875 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -131496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131612.203125 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -131612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -131711.843750 Penalty: 3470.807617
	Iteration 31Q: 3 clusters Score -131711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131796.359375 Penalty: 3470.807617
	Iteration 32Q: 3 clusters Score -131796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131813.031250 Penalty: 3470.807617
	Iteration 33Q: 3 clusters Score -131813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131823.750000 Penalty: 3470.807617
	Iteration 34Q: 3 clusters Score -131823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131825.265625 Penalty: 3470.807617
	Iteration 35Q: 3 clusters Score -131825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131828.171875 Penalty: 3470.807617
	Iteration 36Q: 3 clusters Score -131828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131828.171875 Penalty: 3470.807617
	Iteration 37F: 3 clusters Score -131828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Entering Unmasked Estep 
Score: -70256672.000000 Penalty: 71268.484375
Splitting cluster 4 changes total score from -70245208.000000 to -70256672.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (114824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Entering Unmasked Estep 
Score: -17619260.000000 Penalty: 2889.486572
	Iteration 0F: 2 clusters Score -1.761926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -17544342.000000 Penalty: 5778.973145
	Iteration 0F: 3 clusters Score -1.754434e+07 nChanged 54549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -17575948.000000 Penalty: 5778.973145
	Iteration 1F: 3 clusters Score -1.757595e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -17577452.000000 Penalty: 5778.973145
	Iteration 2Q: 3 clusters Score -1.757745e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -17579450.000000 Penalty: 5778.973145
	Iteration 3Q: 3 clusters Score -1.757945e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -17582414.000000 Penalty: 5778.973145
	Iteration 4Q: 3 clusters Score -1.758241e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -17586272.000000 Penalty: 5778.973145
	Iteration 5F: 3 clusters Score -1.758627e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -17591016.000000 Penalty: 5778.973145
	Iteration 6F: 3 clusters Score -1.759102e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -17595758.000000 Penalty: 5778.973145
	Iteration 7F: 3 clusters Score -1.759576e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -17600304.000000 Penalty: 5778.973145
	Iteration 8F: 3 clusters Score -1.76003e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -17603954.000000 Penalty: 5778.973145
	Iteration 9Q: 3 clusters Score -1.760395e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -17607002.000000 Penalty: 5778.973145
	Iteration 10Q: 3 clusters Score -1.7607e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -17609260.000000 Penalty: 5778.973145
	Iteration 11Q: 3 clusters Score -1.760926e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -17611172.000000 Penalty: 5778.973145
	Iteration 12Q: 3 clusters Score -1.761117e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -17612434.000000 Penalty: 5778.973145
	Iteration 13Q: 3 clusters Score -1.761243e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -17613122.000000 Penalty: 5778.973145
	Iteration 14Q: 3 clusters Score -1.761312e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -17613600.000000 Penalty: 5778.973145
	Iteration 15Q: 3 clusters Score -1.76136e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -17613996.000000 Penalty: 5778.973145
	Iteration 16Q: 3 clusters Score -1.7614e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -17614330.000000 Penalty: 5778.973145
	Iteration 17Q: 3 clusters Score -1.761433e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -17614516.000000 Penalty: 5778.973145
	Iteration 18Q: 3 clusters Score -1.761452e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -17614802.000000 Penalty: 5778.973145
	Iteration 19Q: 3 clusters Score -1.76148e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -17614936.000000 Penalty: 5778.973145
	Iteration 20F: 3 clusters Score -1.761494e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -17615116.000000 Penalty: 5778.973145
	Iteration 21Q: 3 clusters Score -1.761512e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -17615358.000000 Penalty: 5778.973145
	Iteration 22Q: 3 clusters Score -1.761536e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -17615508.000000 Penalty: 5778.973145
	Iteration 23Q: 3 clusters Score -1.761551e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -17615652.000000 Penalty: 5778.973145
	Iteration 24Q: 3 clusters Score -1.761565e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -17615776.000000 Penalty: 5778.973145
	Iteration 25Q: 3 clusters Score -1.761578e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -17615858.000000 Penalty: 5778.973145
	Iteration 26Q: 3 clusters Score -1.761586e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -17615854.000000 Penalty: 5778.973145
	Iteration 27Q: 3 clusters Score -1.761585e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -17615916.000000 Penalty: 5778.973145
	Iteration 28Q: 3 clusters Score -1.761592e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -17616022.000000 Penalty: 5778.973145
	Iteration 29Q: 3 clusters Score -1.761602e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -17616110.000000 Penalty: 5778.973145
	Iteration 30Q: 3 clusters Score -1.761611e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -17616216.000000 Penalty: 5778.973145
	Iteration 31Q: 3 clusters Score -1.761622e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -17616228.000000 Penalty: 5778.973145
	Iteration 32Q: 3 clusters Score -1.761623e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -17616288.000000 Penalty: 5778.973145
	Iteration 33Q: 3 clusters Score -1.761629e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -17616338.000000 Penalty: 5778.973145
	Iteration 34Q: 3 clusters Score -1.761634e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -17616420.000000 Penalty: 5778.973145
	Iteration 35Q: 3 clusters Score -1.761642e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -17616474.000000 Penalty: 5778.973145
	Iteration 36Q: 3 clusters Score -1.761647e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -17616562.000000 Penalty: 5778.973145
	Iteration 37Q: 3 clusters Score -1.761656e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -17616600.000000 Penalty: 5778.973145
	Iteration 38Q: 3 clusters Score -1.76166e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -17616656.000000 Penalty: 5778.973145
	Iteration 39Q: 3 clusters Score -1.761666e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -17616660.000000 Penalty: 5778.973145
	Iteration 40F: 3 clusters Score -1.761666e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -17616712.000000 Penalty: 5778.973145
	Iteration 41Q: 3 clusters Score -1.761671e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -17616742.000000 Penalty: 5778.973145
	Iteration 42Q: 3 clusters Score -1.761674e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -17616816.000000 Penalty: 5778.973145
	Iteration 43Q: 3 clusters Score -1.761682e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -17616842.000000 Penalty: 5778.973145
	Iteration 44Q: 3 clusters Score -1.761684e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -17616846.000000 Penalty: 5778.973145
	Iteration 45Q: 3 clusters Score -1.761685e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -17616906.000000 Penalty: 5778.973145
	Iteration 46Q: 3 clusters Score -1.761691e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -17616948.000000 Penalty: 5778.973145
	Iteration 47Q: 3 clusters Score -1.761695e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 110933 members 
Entering Unmasked Estep 
Score: -17616982.000000 Penalty: 5778.973145
	Iteration 48Q: 3 clusters Score -1.761698e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -17617036.000000 Penalty: 5778.973145
	Iteration 49Q: 3 clusters Score -1.761704e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -17617074.000000 Penalty: 5778.973145
	Iteration 50Q: 3 clusters Score -1.761707e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -17617074.000000 Penalty: 5778.973145
	Iteration 51Q: 3 clusters Score -1.761707e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -17617088.000000 Penalty: 5778.973145
	Iteration 52Q: 3 clusters Score -1.761709e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -17617136.000000 Penalty: 5778.973145
	Iteration 53Q: 3 clusters Score -1.761714e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -17617128.000000 Penalty: 5778.973145
	Iteration 54Q: 3 clusters Score -1.761713e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -17617140.000000 Penalty: 5778.973145
	Iteration 55Q: 3 clusters Score -1.761714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -17617146.000000 Penalty: 5778.973145
	Iteration 56Q: 3 clusters Score -1.761715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -17617160.000000 Penalty: 5778.973145
	Iteration 57Q: 3 clusters Score -1.761716e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -17617156.000000 Penalty: 5778.973145
	Iteration 58Q: 3 clusters Score -1.761716e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 111693 members 
Entering Unmasked Estep 
Score: -17617196.000000 Penalty: 5778.973145
	Iteration 59Q: 3 clusters Score -1.76172e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -17617206.000000 Penalty: 5778.973145
	Iteration 60F: 3 clusters Score -1.761721e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 111801 members 
Entering Unmasked Estep 
Score: -17617242.000000 Penalty: 5778.973145
	Iteration 61Q: 3 clusters Score -1.761724e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -17617244.000000 Penalty: 5778.973145
	Iteration 62Q: 3 clusters Score -1.761724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -17617246.000000 Penalty: 5778.973145
	Iteration 63Q: 3 clusters Score -1.761725e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -17617256.000000 Penalty: 5778.973145
	Iteration 64Q: 3 clusters Score -1.761726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -17617276.000000 Penalty: 5778.973145
	Iteration 65Q: 3 clusters Score -1.761728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -17617260.000000 Penalty: 5778.973145
	Iteration 66Q: 3 clusters Score -1.761726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -17617256.000000 Penalty: 5778.973145
	Iteration 67Q: 3 clusters Score -1.761726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -17617264.000000 Penalty: 5778.973145
	Iteration 68Q: 3 clusters Score -1.761726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 112107 members 
Entering Unmasked Estep 
Score: -17617292.000000 Penalty: 5778.973145
	Iteration 69Q: 3 clusters Score -1.761729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -17617314.000000 Penalty: 5778.973145
	Iteration 70Q: 3 clusters Score -1.761731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -17617314.000000 Penalty: 5778.973145
	Iteration 71Q: 3 clusters Score -1.761731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 112163 members 
Entering Unmasked Estep 
Score: -17617316.000000 Penalty: 5778.973145
	Iteration 72Q: 3 clusters Score -1.761732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 112179 members 
Entering Unmasked Estep 
Score: -17617328.000000 Penalty: 5778.973145
	Iteration 73Q: 3 clusters Score -1.761733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -17617330.000000 Penalty: 5778.973145
	Iteration 74Q: 3 clusters Score -1.761733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -17617346.000000 Penalty: 5778.973145
	Iteration 75Q: 3 clusters Score -1.761735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -17617368.000000 Penalty: 5778.973145
	Iteration 76Q: 3 clusters Score -1.761737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -17617366.000000 Penalty: 5778.973145
	Iteration 77Q: 3 clusters Score -1.761737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -17617368.000000 Penalty: 5778.973145
	Iteration 78Q: 3 clusters Score -1.761737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -17617366.000000 Penalty: 5778.973145
	Iteration 79Q: 3 clusters Score -1.761737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -17617370.000000 Penalty: 5778.973145
	Iteration 80F: 3 clusters Score -1.761737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -17617368.000000 Penalty: 5778.973145
	Iteration 81Q: 3 clusters Score -1.761737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -17617382.000000 Penalty: 5778.973145
	Iteration 82Q: 3 clusters Score -1.761738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -17617384.000000 Penalty: 5778.973145
	Iteration 83Q: 3 clusters Score -1.761738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -17617378.000000 Penalty: 5778.973145
	Iteration 84Q: 3 clusters Score -1.761738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -17617386.000000 Penalty: 5778.973145
	Iteration 85Q: 3 clusters Score -1.761739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -17617368.000000 Penalty: 5778.973145
	Iteration 86Q: 3 clusters Score -1.761737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 112278 members 
Entering Unmasked Estep 
Score: -17617376.000000 Penalty: 5778.973145
	Iteration 87Q: 3 clusters Score -1.761738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 112278 members 
Entering Unmasked Estep 
Score: -17617376.000000 Penalty: 5778.973145
	Iteration 88F: 3 clusters Score -1.761738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -366053.562500 Penalty: 1937.670410
	Iteration 0F: 2 clusters Score -366053.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -363160.000000 Penalty: 3875.340820
	Iteration 0F: 3 clusters Score -363160 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -363872.468750 Penalty: 3875.340820
	Iteration 1F: 3 clusters Score -363872.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -364446.250000 Penalty: 3875.340820
	Iteration 2F: 3 clusters Score -364446.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365067.937500 Penalty: 3875.340820
	Iteration 3F: 3 clusters Score -365067.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -365696.468750 Penalty: 3875.340820
	Iteration 4F: 3 clusters Score -365696.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -366076.031250 Penalty: 3875.340820
	Iteration 5F: 3 clusters Score -366076 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -366179.250000 Penalty: 3875.340820
	Iteration 6Q: 3 clusters Score -366179.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -366208.656250 Penalty: 3875.340820
	Iteration 7Q: 3 clusters Score -366208.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -366223.218750 Penalty: 3875.340820
	Iteration 8Q: 3 clusters Score -366223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -366235.843750 Penalty: 3875.340820
	Iteration 9Q: 3 clusters Score -366235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -366240.937500 Penalty: 3875.340820
	Iteration 10Q: 3 clusters Score -366240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -366249.281250 Penalty: 3875.340820
	Iteration 11Q: 3 clusters Score -366249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -366251.218750 Penalty: 3875.340820
	Iteration 12Q: 3 clusters Score -366251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -366251.250000 Penalty: 3875.340820
	Iteration 13Q: 3 clusters Score -366251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -366252.343750 Penalty: 3875.340820
	Iteration 14Q: 3 clusters Score -366252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366255.687500 Penalty: 3875.340820
	Iteration 15Q: 3 clusters Score -366255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366255.687500 Penalty: 3875.340820
	Iteration 16F: 3 clusters Score -366255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Entering Unmasked Estep 
Score: -70255672.000000 Penalty: 74507.960938
Splitting cluster 6 changes total score from -70245208.000000 to -70255672.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -160366.265625 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -160366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158669.250000 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -158669.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160058.171875 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -160058.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161447.406250 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -161447.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -162906.968750 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -162907 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163538.375000 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -163538.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -163897.218750 Penalty: 3571.410645
	Iteration 5F: 3 clusters Score -163897.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164011.562500 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -164011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164050.453125 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -164050.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -164065.890625 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -164065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -164081.296875 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -164081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -164226.125000 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -164226.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164257.078125 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -164257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -164311.453125 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -164311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -164374.078125 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -164374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -164390.625000 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -164390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -164399.562500 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -164399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -164403.343750 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -164403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -164404.000000 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -164404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -164404.343750 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -164404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -164404.343750 Penalty: 3571.410645
	Iteration 19F: 3 clusters Score -164404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Entering Unmasked Estep 
Score: -70258240.000000 Penalty: 77747.437500
Splitting cluster 7 changes total score from -70245208.000000 to -70258240.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -119184.023438 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -119184 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: -117657.468750 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -117657.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -118494.875000 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -118494.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -118977.289062 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -118977.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -119262.757812 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -119262.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -119438.640625 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -119438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -119496.085938 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -119496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119536.343750 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -119536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -119548.789062 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -119548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119562.179688 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -119562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119589.593750 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -119589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -119592.320312 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -119592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119593.945312 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -119593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119593.945312 Penalty: 3395.556396
	Iteration 12F: 3 clusters Score -119593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Entering Unmasked Estep 
Score: -70257080.000000 Penalty: 80986.914062
Splitting cluster 8 changes total score from -70245208.000000 to -70257080.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -195843.984375 Penalty: 1826.564697
	Iteration 0F: 2 clusters Score -195844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193809.187500 Penalty: 3653.129395
	Iteration 0F: 3 clusters Score -193809.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195116.656250 Penalty: 3653.129395
	Iteration 1F: 3 clusters Score -195116.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -196058.218750 Penalty: 3653.129395
	Iteration 2F: 3 clusters Score -196058.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -196661.937500 Penalty: 3653.129395
	Iteration 3F: 3 clusters Score -196661.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -197201.578125 Penalty: 3653.129395
	Iteration 4F: 3 clusters Score -197201.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -197542.718750 Penalty: 3653.129395
	Iteration 5Q: 3 clusters Score -197542.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197679.500000 Penalty: 3653.129395
	Iteration 6Q: 3 clusters Score -197679.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -197836.921875 Penalty: 3653.129395
	Iteration 7Q: 3 clusters Score -197836.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -197864.062500 Penalty: 3653.129395
	Iteration 8Q: 3 clusters Score -197864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -197878.250000 Penalty: 3653.129395
	Iteration 9Q: 3 clusters Score -197878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -197890.281250 Penalty: 3653.129395
	Iteration 10Q: 3 clusters Score -197890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -197903.921875 Penalty: 3653.129395
	Iteration 11Q: 3 clusters Score -197903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197911.421875 Penalty: 3653.129395
	Iteration 12Q: 3 clusters Score -197911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197914.187500 Penalty: 3653.129395
	Iteration 13Q: 3 clusters Score -197914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -197919.250000 Penalty: 3653.129395
	Iteration 14Q: 3 clusters Score -197919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -197923.500000 Penalty: 3653.129395
	Iteration 15Q: 3 clusters Score -197923.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -197944.375000 Penalty: 3653.129395
	Iteration 16Q: 3 clusters Score -197944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -197983.343750 Penalty: 3653.129395
	Iteration 17Q: 3 clusters Score -197983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -198003.562500 Penalty: 3653.129395
	Iteration 18Q: 3 clusters Score -198003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -198020.421875 Penalty: 3653.129395
	Iteration 19Q: 3 clusters Score -198020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198114.203125 Penalty: 3653.129395
	Iteration 20F: 3 clusters Score -198114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -198284.390625 Penalty: 3653.129395
	Iteration 21Q: 3 clusters Score -198284.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198345.140625 Penalty: 3653.129395
	Iteration 22Q: 3 clusters Score -198345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -198358.984375 Penalty: 3653.129395
	Iteration 23Q: 3 clusters Score -198359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -198363.234375 Penalty: 3653.129395
	Iteration 24Q: 3 clusters Score -198363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -198363.921875 Penalty: 3653.129395
	Iteration 25Q: 3 clusters Score -198363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198364.625000 Penalty: 3653.129395
	Iteration 26Q: 3 clusters Score -198364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198364.625000 Penalty: 3653.129395
	Iteration 27F: 3 clusters Score -198364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 779 members 
Entering Unmasked Estep 
Score: -70258168.000000 Penalty: 84226.390625
Splitting cluster 9 changes total score from -70245208.000000 to -70258168.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -682053.437500 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -682053.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -677870.875000 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -677870.9 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -679278.437500 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -679278.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -679818.437500 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -679818.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -680209.062500 Penalty: 4196.573730
	Iteration 3F: 3 clusters Score -680209.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -680612.562500 Penalty: 4196.573730
	Iteration 4F: 3 clusters Score -680612.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -680988.375000 Penalty: 4196.573730
	Iteration 5F: 3 clusters Score -680988.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -681203.875000 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -681203.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -681318.625000 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -681318.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -681392.250000 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -681392.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -681455.000000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -681455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -681492.937500 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -681492.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -681515.687500 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -681515.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -681539.062500 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -681539.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -681551.562500 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -681551.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -681564.750000 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -681564.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -681571.437500 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -681571.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -681580.375000 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -681580.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -681592.937500 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -681592.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -681604.187500 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -681604.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -681617.562500 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -681617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -681626.312500 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -681626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -681631.500000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -681631.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -681638.750000 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -681638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -681643.125000 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -681643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -681650.375000 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -681650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -681653.250000 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -681653.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -681656.625000 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -681656.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -681658.750000 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -681658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -681664.625000 Penalty: 4196.573730
	Iteration 28Q: 3 clusters Score -681664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -681671.250000 Penalty: 4196.573730
	Iteration 29Q: 3 clusters Score -681671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -681678.687500 Penalty: 4196.573730
	Iteration 30Q: 3 clusters Score -681678.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -681682.437500 Penalty: 4196.573730
	Iteration 31Q: 3 clusters Score -681682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -681683.937500 Penalty: 4196.573730
	Iteration 32Q: 3 clusters Score -681683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -681688.375000 Penalty: 4196.573730
	Iteration 33Q: 3 clusters Score -681688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -681690.875000 Penalty: 4196.573730
	Iteration 34Q: 3 clusters Score -681690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -681690.875000 Penalty: 4196.573730
	Iteration 35F: 3 clusters Score -681690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -872662.875000 Penalty: 2159.906494
	Iteration 0F: 2 clusters Score -872662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -867459.062500 Penalty: 4319.812988
	Iteration 0F: 3 clusters Score -867459.1 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -869023.125000 Penalty: 4319.812988
	Iteration 1F: 3 clusters Score -869023.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -869567.062500 Penalty: 4319.812988
	Iteration 2F: 3 clusters Score -869567.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -870097.375000 Penalty: 4319.812988
	Iteration 3F: 3 clusters Score -870097.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -870600.562500 Penalty: 4319.812988
	Iteration 4F: 3 clusters Score -870600.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -871028.125000 Penalty: 4319.812988
	Iteration 5F: 3 clusters Score -871028.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -871391.187500 Penalty: 4319.812988
	Iteration 6F: 3 clusters Score -871391.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -871673.937500 Penalty: 4319.812988
	Iteration 7Q: 3 clusters Score -871673.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -871884.000000 Penalty: 4319.812988
	Iteration 8Q: 3 clusters Score -871884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -872006.187500 Penalty: 4319.812988
	Iteration 9Q: 3 clusters Score -872006.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -872103.312500 Penalty: 4319.812988
	Iteration 10Q: 3 clusters Score -872103.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -872182.062500 Penalty: 4319.812988
	Iteration 11Q: 3 clusters Score -872182.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -872231.937500 Penalty: 4319.812988
	Iteration 12Q: 3 clusters Score -872231.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -872261.187500 Penalty: 4319.812988
	Iteration 13Q: 3 clusters Score -872261.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -872280.500000 Penalty: 4319.812988
	Iteration 14Q: 3 clusters Score -872280.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -872294.750000 Penalty: 4319.812988
	Iteration 15Q: 3 clusters Score -872294.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -872305.187500 Penalty: 4319.812988
	Iteration 16Q: 3 clusters Score -872305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -872311.875000 Penalty: 4319.812988
	Iteration 17Q: 3 clusters Score -872311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -872316.437500 Penalty: 4319.812988
	Iteration 18Q: 3 clusters Score -872316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -872320.937500 Penalty: 4319.812988
	Iteration 19Q: 3 clusters Score -872320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -872324.187500 Penalty: 4319.812988
	Iteration 20F: 3 clusters Score -872324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -872322.687500 Penalty: 4319.812988
	Iteration 21Q: 3 clusters Score -872322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -872325.500000 Penalty: 4319.812988
	Iteration 22Q: 3 clusters Score -872325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -872325.125000 Penalty: 4319.812988
	Iteration 23Q: 3 clusters Score -872325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -872325.125000 Penalty: 4319.812988
	Iteration 24F: 3 clusters Score -872325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Entering Unmasked Estep 
Score: -676082.812500 Penalty: 2100.429199
	Iteration 0F: 2 clusters Score -676082.8 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 2339 members 
Entering Unmasked Estep 
Score: -671937.375000 Penalty: 4200.858398
	Iteration 0F: 3 clusters Score -671937.4 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -673605.437500 Penalty: 4200.858398
	Iteration 1F: 3 clusters Score -673605.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -674591.312500 Penalty: 4200.858398
	Iteration 2F: 3 clusters Score -674591.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -675824.062500 Penalty: 4200.858398
	Iteration 3F: 3 clusters Score -675824.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -676906.312500 Penalty: 4200.858398
	Iteration 4F: 3 clusters Score -676906.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -677464.000000 Penalty: 4200.858398
	Iteration 5F: 3 clusters Score -677464 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -677736.125000 Penalty: 4200.858398
	Iteration 6Q: 3 clusters Score -677736.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -677961.875000 Penalty: 4200.858398
	Iteration 7Q: 3 clusters Score -677961.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -678114.187500 Penalty: 4200.858398
	Iteration 8Q: 3 clusters Score -678114.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -678262.437500 Penalty: 4200.858398
	Iteration 9Q: 3 clusters Score -678262.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -678415.812500 Penalty: 4200.858398
	Iteration 10Q: 3 clusters Score -678415.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -678592.812500 Penalty: 4200.858398
	Iteration 11Q: 3 clusters Score -678592.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -678790.750000 Penalty: 4200.858398
	Iteration 12Q: 3 clusters Score -678790.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -679060.500000 Penalty: 4200.858398
	Iteration 13Q: 3 clusters Score -679060.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -679438.500000 Penalty: 4200.858398
	Iteration 14Q: 3 clusters Score -679438.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -679905.500000 Penalty: 4200.858398
	Iteration 15Q: 3 clusters Score -679905.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -680132.625000 Penalty: 4200.858398
	Iteration 16Q: 3 clusters Score -680132.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -680164.562500 Penalty: 4200.858398
	Iteration 17Q: 3 clusters Score -680164.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -680168.812500 Penalty: 4200.858398
	Iteration 18Q: 3 clusters Score -680168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -680172.937500 Penalty: 4200.858398
	Iteration 19Q: 3 clusters Score -680172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -680175.500000 Penalty: 4200.858398
	Iteration 20F: 3 clusters Score -680175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -680176.562500 Penalty: 4200.858398
	Iteration 21Q: 3 clusters Score -680176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -680177.125000 Penalty: 4200.858398
	Iteration 22Q: 3 clusters Score -680177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -680178.437500 Penalty: 4200.858398
	Iteration 23Q: 3 clusters Score -680178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -680178.625000 Penalty: 4200.858398
	Iteration 24Q: 3 clusters Score -680178.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -680178.625000 Penalty: 4200.858398
	Iteration 25F: 3 clusters Score -680178.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 779 members 
Mstep: Class 27 contains 1653 members 
Entering Unmasked Estep 
Score: -70261096.000000 Penalty: 87465.867188
Splitting cluster 12 changes total score from -70245208.000000 to -70261096.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -116582.609375 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -116582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114850.578125 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -114850.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115247.500000 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -115247.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -115480.843750 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -115480.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115719.148438 Penalty: 3342.710938
	Iteration 3F: 3 clusters Score -115719.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -115853.562500 Penalty: 3342.710938
	Iteration 4F: 3 clusters Score -115853.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -115954.507812 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -115954.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -116050.750000 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -116050.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116204.398438 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -116204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -116261.234375 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -116261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -116287.234375 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -116287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -116311.132812 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -116311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -116319.460938 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -116319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -116327.367188 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -116327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -116340.796875 Penalty: 3342.710938
	Iteration 13Q: 3 clusters Score -116340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -116364.609375 Penalty: 3342.710938
	Iteration 14Q: 3 clusters Score -116364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -116371.023438 Penalty: 3342.710938
	Iteration 15Q: 3 clusters Score -116371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -116375.007812 Penalty: 3342.710938
	Iteration 16Q: 3 clusters Score -116375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -116378.328125 Penalty: 3342.710938
	Iteration 17Q: 3 clusters Score -116378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -116405.843750 Penalty: 3342.710938
	Iteration 18F: 3 clusters Score -116405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -116674.023438 Penalty: 3342.710938
	Iteration 19Q: 3 clusters Score -116674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -116745.492188 Penalty: 3342.710938
	Iteration 20F: 3 clusters Score -116745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -116749.343750 Penalty: 3342.710938
	Iteration 21Q: 3 clusters Score -116749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -116755.304688 Penalty: 3342.710938
	Iteration 22Q: 3 clusters Score -116755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -116758.156250 Penalty: 3342.710938
	Iteration 23Q: 3 clusters Score -116758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -116758.156250 Penalty: 3342.710938
	Iteration 24F: 3 clusters Score -116758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 24506 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 779 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 156 members 
Entering Unmasked Estep 
Score: -70259632.000000 Penalty: 90705.343750
Splitting cluster 13 changes total score from -70245208.000000 to -70259632.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (24506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Entering Unmasked Estep 
Score: -3672887.750000 Penalty: 2506.455078
	Iteration 0F: 2 clusters Score -3672888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3656009.500000 Penalty: 5012.910156
	Iteration 0F: 3 clusters Score -3656010 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3661788.500000 Penalty: 5012.910156
	Iteration 1F: 3 clusters Score -3661788 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3662182.250000 Penalty: 5012.910156
	Iteration 2Q: 3 clusters Score -3662182 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3662561.750000 Penalty: 5012.910156
	Iteration 3Q: 3 clusters Score -3662562 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3663124.500000 Penalty: 5012.910156
	Iteration 4Q: 3 clusters Score -3663124 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3664115.000000 Penalty: 5012.910156
	Iteration 5F: 3 clusters Score -3664115 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3665478.250000 Penalty: 5012.910156
	Iteration 6F: 3 clusters Score -3665478 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3667120.500000 Penalty: 5012.910156
	Iteration 7F: 3 clusters Score -3667120 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3668774.000000 Penalty: 5012.910156
	Iteration 8F: 3 clusters Score -3668774 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3670166.250000 Penalty: 5012.910156
	Iteration 9F: 3 clusters Score -3670166 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3671057.250000 Penalty: 5012.910156
	Iteration 10F: 3 clusters Score -3671057 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3671634.750000 Penalty: 5012.910156
	Iteration 11Q: 3 clusters Score -3671635 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3671973.000000 Penalty: 5012.910156
	Iteration 12Q: 3 clusters Score -3671973 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3672258.250000 Penalty: 5012.910156
	Iteration 13Q: 3 clusters Score -3672258 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3672517.500000 Penalty: 5012.910156
	Iteration 14Q: 3 clusters Score -3672518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3672663.000000 Penalty: 5012.910156
	Iteration 15Q: 3 clusters Score -3672663 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3672736.250000 Penalty: 5012.910156
	Iteration 16Q: 3 clusters Score -3672736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3672775.000000 Penalty: 5012.910156
	Iteration 17Q: 3 clusters Score -3672775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3672803.500000 Penalty: 5012.910156
	Iteration 18Q: 3 clusters Score -3672804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3672823.750000 Penalty: 5012.910156
	Iteration 19Q: 3 clusters Score -3672824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3672846.750000 Penalty: 5012.910156
	Iteration 20F: 3 clusters Score -3672847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3672853.750000 Penalty: 5012.910156
	Iteration 21Q: 3 clusters Score -3672854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3672852.750000 Penalty: 5012.910156
	Iteration 22Q: 3 clusters Score -3672853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3672860.000000 Penalty: 5012.910156
	Iteration 23Q: 3 clusters Score -3672860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3672856.000000 Penalty: 5012.910156
	Iteration 24Q: 3 clusters Score -3672856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3672873.500000 Penalty: 5012.910156
	Iteration 25Q: 3 clusters Score -3672874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3672887.000000 Penalty: 5012.910156
	Iteration 26Q: 3 clusters Score -3672887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3672883.000000 Penalty: 5012.910156
	Iteration 27Q: 3 clusters Score -3672883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3672879.500000 Penalty: 5012.910156
	Iteration 28Q: 3 clusters Score -3672880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3672893.000000 Penalty: 5012.910156
	Iteration 29Q: 3 clusters Score -3672893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3672893.500000 Penalty: 5012.910156
	Iteration 30Q: 3 clusters Score -3672894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3672904.750000 Penalty: 5012.910156
	Iteration 31Q: 3 clusters Score -3672905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3672901.750000 Penalty: 5012.910156
	Iteration 32Q: 3 clusters Score -3672902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3672905.750000 Penalty: 5012.910156
	Iteration 33Q: 3 clusters Score -3672906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3672912.500000 Penalty: 5012.910156
	Iteration 34Q: 3 clusters Score -3672912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3672914.250000 Penalty: 5012.910156
	Iteration 35Q: 3 clusters Score -3672914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3672915.000000 Penalty: 5012.910156
	Iteration 36Q: 3 clusters Score -3672915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3672922.250000 Penalty: 5012.910156
	Iteration 37Q: 3 clusters Score -3672922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3672918.250000 Penalty: 5012.910156
	Iteration 38Q: 3 clusters Score -3672918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3672918.250000 Penalty: 5012.910156
	Iteration 39F: 3 clusters Score -3672918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 23041 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 779 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 1465 members 
Entering Unmasked Estep 
Score: -70258888.000000 Penalty: 93944.820312
Splitting cluster 14 changes total score from -70245208.000000 to -70258888.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (7888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Entering Unmasked Estep 
Score: -1104817.625000 Penalty: 2225.328369
	Iteration 0F: 2 clusters Score -1104818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1098671.375000 Penalty: 4450.656738
	Iteration 0F: 3 clusters Score -1098671 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1100974.000000 Penalty: 4450.656738
	Iteration 1F: 3 clusters Score -1100974 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1101661.625000 Penalty: 4450.656738
	Iteration 2F: 3 clusters Score -1101662 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1102254.250000 Penalty: 4450.656738
	Iteration 3F: 3 clusters Score -1102254 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1102861.250000 Penalty: 4450.656738
	Iteration 4F: 3 clusters Score -1102861 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1103491.500000 Penalty: 4450.656738
	Iteration 5F: 3 clusters Score -1103492 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1104232.000000 Penalty: 4450.656738
	Iteration 6F: 3 clusters Score -1104232 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1104971.875000 Penalty: 4450.656738
	Iteration 7F: 3 clusters Score -1104972 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1105535.000000 Penalty: 4450.656738
	Iteration 8F: 3 clusters Score -1105535 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1105868.750000 Penalty: 4450.656738
	Iteration 9Q: 3 clusters Score -1105869 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1106082.500000 Penalty: 4450.656738
	Iteration 10Q: 3 clusters Score -1106082 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1106204.500000 Penalty: 4450.656738
	Iteration 11Q: 3 clusters Score -1106204 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1106276.625000 Penalty: 4450.656738
	Iteration 12Q: 3 clusters Score -1106277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1106339.000000 Penalty: 4450.656738
	Iteration 13Q: 3 clusters Score -1106339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1106380.250000 Penalty: 4450.656738
	Iteration 14Q: 3 clusters Score -1106380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1106407.125000 Penalty: 4450.656738
	Iteration 15Q: 3 clusters Score -1106407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1106423.375000 Penalty: 4450.656738
	Iteration 16Q: 3 clusters Score -1106423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1106434.750000 Penalty: 4450.656738
	Iteration 17Q: 3 clusters Score -1106435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1106446.500000 Penalty: 4450.656738
	Iteration 18Q: 3 clusters Score -1106446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1106458.625000 Penalty: 4450.656738
	Iteration 19Q: 3 clusters Score -1106459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1106471.500000 Penalty: 4450.656738
	Iteration 20F: 3 clusters Score -1106472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1106481.750000 Penalty: 4450.656738
	Iteration 21Q: 3 clusters Score -1106482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1106491.000000 Penalty: 4450.656738
	Iteration 22Q: 3 clusters Score -1106491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1106500.375000 Penalty: 4450.656738
	Iteration 23Q: 3 clusters Score -1106500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1106502.375000 Penalty: 4450.656738
	Iteration 24Q: 3 clusters Score -1106502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1106504.000000 Penalty: 4450.656738
	Iteration 25Q: 3 clusters Score -1106504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1106508.125000 Penalty: 4450.656738
	Iteration 26Q: 3 clusters Score -1106508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1106508.875000 Penalty: 4450.656738
	Iteration 27Q: 3 clusters Score -1106509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1106511.500000 Penalty: 4450.656738
	Iteration 28Q: 3 clusters Score -1106512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1106514.500000 Penalty: 4450.656738
	Iteration 29Q: 3 clusters Score -1106514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1106512.875000 Penalty: 4450.656738
	Iteration 30Q: 3 clusters Score -1106513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1106512.875000 Penalty: 4450.656738
	Iteration 31F: 3 clusters Score -1106513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 23041 members 
Mstep: Class 15 contains 6117 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 45466 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 779 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 1465 members 
Mstep: Class 30 contains 1771 members 
Entering Unmasked Estep 
Score: -70259568.000000 Penalty: 97184.296875
Splitting cluster 15 changes total score from -70245208.000000 to -70259568.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -664683.000000 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -664683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -660502.437500 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -660502.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -661555.062500 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -661555.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -662046.312500 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -662046.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -662502.812500 Penalty: 4169.395020
	Iteration 3F: 3 clusters Score -662502.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -662854.375000 Penalty: 4169.395020
	Iteration 4F: 3 clusters Score -662854.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -663143.875000 Penalty: 4169.395020
	Iteration 5F: 3 clusters Score -663143.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -663334.625000 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -663334.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -663463.937500 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -663463.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -663554.125000 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -663554.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -663612.125000 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -663612.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -663655.062500 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -663655.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -663682.187500 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -663682.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -663701.437500 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -663701.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -663710.750000 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -663710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -663714.125000 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -663714.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -663721.375000 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -663721.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -663725.812500 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -663725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -663728.750000 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -663728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -663731.125000 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -663731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -663733.375000 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -663733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -663737.375000 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -663737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -663740.312500 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -663740.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -663743.562500 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -663743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -663743.937500 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -663743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -663744.500000 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -663744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -663745.125000 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -663745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -663745.125000 Penalty: 4169.395020
	Iteration 26F: 3 clusters Score -663745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Entering Unmasked Estep 
Score: -1786719.125000 Penalty: 2326.197998
	Iteration 0F: 2 clusters Score -1786719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1777903.625000 Penalty: 4652.395996
	Iteration 0F: 3 clusters Score -1777904 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1780462.125000 Penalty: 4652.395996
	Iteration 1F: 3 clusters Score -1780462 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1780823.625000 Penalty: 4652.395996
	Iteration 2F: 3 clusters Score -1780824 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1781069.625000 Penalty: 4652.395996
	Iteration 3F: 3 clusters Score -1781070 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1781271.375000 Penalty: 4652.395996
	Iteration 4Q: 3 clusters Score -1781271 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1781441.000000 Penalty: 4652.395996
	Iteration 5Q: 3 clusters Score -1781441 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1781591.000000 Penalty: 4652.395996
	Iteration 6Q: 3 clusters Score -1781591 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1781747.875000 Penalty: 4652.395996
	Iteration 7Q: 3 clusters Score -1781748 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1781878.875000 Penalty: 4652.395996
	Iteration 8Q: 3 clusters Score -1781879 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1782015.250000 Penalty: 4652.395996
	Iteration 9Q: 3 clusters Score -1782015 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1782127.750000 Penalty: 4652.395996
	Iteration 10Q: 3 clusters Score -1782128 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1782247.750000 Penalty: 4652.395996
	Iteration 11Q: 3 clusters Score -1782248 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1782377.375000 Penalty: 4652.395996
	Iteration 12Q: 3 clusters Score -1782377 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1782514.500000 Penalty: 4652.395996
	Iteration 13Q: 3 clusters Score -1782514 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1782676.125000 Penalty: 4652.395996
	Iteration 14Q: 3 clusters Score -1782676 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1782825.000000 Penalty: 4652.395996
	Iteration 15Q: 3 clusters Score -1782825 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1782971.375000 Penalty: 4652.395996
	Iteration 16Q: 3 clusters Score -1782971 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1783085.625000 Penalty: 4652.395996
	Iteration 17Q: 3 clusters Score -1783086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1783185.375000 Penalty: 4652.395996
	Iteration 18Q: 3 clusters Score -1783185 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1783265.250000 Penalty: 4652.395996
	Iteration 19Q: 3 clusters Score -1783265 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1783314.375000 Penalty: 4652.395996
	Iteration 20F: 3 clusters Score -1783314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1783350.750000 Penalty: 4652.395996
	Iteration 21Q: 3 clusters Score -1783351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1783392.625000 Penalty: 4652.395996
	Iteration 22Q: 3 clusters Score -1783393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1783424.625000 Penalty: 4652.395996
	Iteration 23Q: 3 clusters Score -1783425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1783458.375000 Penalty: 4652.395996
	Iteration 24Q: 3 clusters Score -1783458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1783482.000000 Penalty: 4652.395996
	Iteration 25Q: 3 clusters Score -1783482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1783514.625000 Penalty: 4652.395996
	Iteration 26Q: 3 clusters Score -1783515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1783536.875000 Penalty: 4652.395996
	Iteration 27Q: 3 clusters Score -1783537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1783558.625000 Penalty: 4652.395996
	Iteration 28Q: 3 clusters Score -1783559 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1783584.375000 Penalty: 4652.395996
	Iteration 29Q: 3 clusters Score -1783584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1783618.000000 Penalty: 4652.395996
	Iteration 30Q: 3 clusters Score -1783618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1783634.000000 Penalty: 4652.395996
	Iteration 31Q: 3 clusters Score -1783634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1783663.625000 Penalty: 4652.395996
	Iteration 32Q: 3 clusters Score -1783664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1783694.250000 Penalty: 4652.395996
	Iteration 33Q: 3 clusters Score -1783694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1783723.000000 Penalty: 4652.395996
	Iteration 34Q: 3 clusters Score -1783723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1783748.750000 Penalty: 4652.395996
	Iteration 35Q: 3 clusters Score -1783749 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1783790.250000 Penalty: 4652.395996
	Iteration 36Q: 3 clusters Score -1783790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1783822.750000 Penalty: 4652.395996
	Iteration 37Q: 3 clusters Score -1783823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1783861.750000 Penalty: 4652.395996
	Iteration 38Q: 3 clusters Score -1783862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1783895.125000 Penalty: 4652.395996
	Iteration 39Q: 3 clusters Score -1783895 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1783925.000000 Penalty: 4652.395996
	Iteration 40F: 3 clusters Score -1783925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1783955.000000 Penalty: 4652.395996
	Iteration 41Q: 3 clusters Score -1783955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1783975.875000 Penalty: 4652.395996
	Iteration 42Q: 3 clusters Score -1783976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1783995.750000 Penalty: 4652.395996
	Iteration 43Q: 3 clusters Score -1783996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1784010.625000 Penalty: 4652.395996
	Iteration 44Q: 3 clusters Score -1784011 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1784024.875000 Penalty: 4652.395996
	Iteration 45Q: 3 clusters Score -1784025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1784044.125000 Penalty: 4652.395996
	Iteration 46Q: 3 clusters Score -1784044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1784065.750000 Penalty: 4652.395996
	Iteration 47Q: 3 clusters Score -1784066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1784083.750000 Penalty: 4652.395996
	Iteration 48Q: 3 clusters Score -1784084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1784122.250000 Penalty: 4652.395996
	Iteration 49Q: 3 clusters Score -1784122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1784151.000000 Penalty: 4652.395996
	Iteration 50Q: 3 clusters Score -1784151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1784183.875000 Penalty: 4652.395996
	Iteration 51Q: 3 clusters Score -1784184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1784222.750000 Penalty: 4652.395996
	Iteration 52Q: 3 clusters Score -1784223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1784261.250000 Penalty: 4652.395996
	Iteration 53Q: 3 clusters Score -1784261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1784286.500000 Penalty: 4652.395996
	Iteration 54Q: 3 clusters Score -1784286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1784303.000000 Penalty: 4652.395996
	Iteration 55Q: 3 clusters Score -1784303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1784329.500000 Penalty: 4652.395996
	Iteration 56Q: 3 clusters Score -1784330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1784346.125000 Penalty: 4652.395996
	Iteration 57Q: 3 clusters Score -1784346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1784360.875000 Penalty: 4652.395996
	Iteration 58Q: 3 clusters Score -1784361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1784378.000000 Penalty: 4652.395996
	Iteration 59Q: 3 clusters Score -1784378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1784395.750000 Penalty: 4652.395996
	Iteration 60F: 3 clusters Score -1784396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1784413.000000 Penalty: 4652.395996
	Iteration 61Q: 3 clusters Score -1784413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1784428.875000 Penalty: 4652.395996
	Iteration 62Q: 3 clusters Score -1784429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1784446.000000 Penalty: 4652.395996
	Iteration 63Q: 3 clusters Score -1784446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1784466.750000 Penalty: 4652.395996
	Iteration 64Q: 3 clusters Score -1784467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1784487.875000 Penalty: 4652.395996
	Iteration 65Q: 3 clusters Score -1784488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1784518.625000 Penalty: 4652.395996
	Iteration 66Q: 3 clusters Score -1784519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1784549.125000 Penalty: 4652.395996
	Iteration 67Q: 3 clusters Score -1784549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1784589.500000 Penalty: 4652.395996
	Iteration 68Q: 3 clusters Score -1784590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1784614.500000 Penalty: 4652.395996
	Iteration 69Q: 3 clusters Score -1784614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1784633.500000 Penalty: 4652.395996
	Iteration 70Q: 3 clusters Score -1784634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1784655.375000 Penalty: 4652.395996
	Iteration 71Q: 3 clusters Score -1784655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1784671.000000 Penalty: 4652.395996
	Iteration 72Q: 3 clusters Score -1784671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1784689.500000 Penalty: 4652.395996
	Iteration 73Q: 3 clusters Score -1784690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1784703.750000 Penalty: 4652.395996
	Iteration 74Q: 3 clusters Score -1784704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1784712.875000 Penalty: 4652.395996
	Iteration 75Q: 3 clusters Score -1784713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1784726.125000 Penalty: 4652.395996
	Iteration 76Q: 3 clusters Score -1784726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1784737.875000 Penalty: 4652.395996
	Iteration 77Q: 3 clusters Score -1784738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1784749.000000 Penalty: 4652.395996
	Iteration 78Q: 3 clusters Score -1784749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1784752.875000 Penalty: 4652.395996
	Iteration 79Q: 3 clusters Score -1784753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1784760.750000 Penalty: 4652.395996
	Iteration 80F: 3 clusters Score -1784761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1784764.000000 Penalty: 4652.395996
	Iteration 81Q: 3 clusters Score -1784764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1784767.125000 Penalty: 4652.395996
	Iteration 82Q: 3 clusters Score -1784767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1784769.375000 Penalty: 4652.395996
	Iteration 83Q: 3 clusters Score -1784769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1784772.875000 Penalty: 4652.395996
	Iteration 84Q: 3 clusters Score -1784773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1784772.625000 Penalty: 4652.395996
	Iteration 85Q: 3 clusters Score -1784773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1784769.375000 Penalty: 4652.395996
	Iteration 86Q: 3 clusters Score -1784769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1784769.375000 Penalty: 4652.395996
	Iteration 87F: 3 clusters Score -1784769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Entering Unmasked Estep 
Score: -6887491.000000 Penalty: 2659.730469
	Iteration 0F: 2 clusters Score -6887491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -6856949.000000 Penalty: 5319.460938
	Iteration 0F: 3 clusters Score -6856949 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -6868870.500000 Penalty: 5319.460938
	Iteration 1F: 3 clusters Score -6868870 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -6870557.000000 Penalty: 5319.460938
	Iteration 2F: 3 clusters Score -6870557 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -6873258.000000 Penalty: 5319.460938
	Iteration 3F: 3 clusters Score -6873258 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -6876665.500000 Penalty: 5319.460938
	Iteration 4F: 3 clusters Score -6876666 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -6880660.000000 Penalty: 5319.460938
	Iteration 5F: 3 clusters Score -6880660 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -6884743.500000 Penalty: 5319.460938
	Iteration 6F: 3 clusters Score -6884744 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -6887895.000000 Penalty: 5319.460938
	Iteration 7F: 3 clusters Score -6887895 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -6890046.500000 Penalty: 5319.460938
	Iteration 8F: 3 clusters Score -6890046 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -6891604.000000 Penalty: 5319.460938
	Iteration 9Q: 3 clusters Score -6891604 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -6892383.000000 Penalty: 5319.460938
	Iteration 10Q: 3 clusters Score -6892383 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6892807.000000 Penalty: 5319.460938
	Iteration 11Q: 3 clusters Score -6892807 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -6892987.500000 Penalty: 5319.460938
	Iteration 12Q: 3 clusters Score -6892988 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -6893114.500000 Penalty: 5319.460938
	Iteration 13Q: 3 clusters Score -6893114 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -6893163.500000 Penalty: 5319.460938
	Iteration 14Q: 3 clusters Score -6893164 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6893212.000000 Penalty: 5319.460938
	Iteration 15Q: 3 clusters Score -6893212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -6893294.000000 Penalty: 5319.460938
	Iteration 16Q: 3 clusters Score -6893294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -6893299.000000 Penalty: 5319.460938
	Iteration 17Q: 3 clusters Score -6893299 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6893323.500000 Penalty: 5319.460938
	Iteration 18Q: 3 clusters Score -6893324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6893370.500000 Penalty: 5319.460938
	Iteration 19Q: 3 clusters Score -6893370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -6893394.500000 Penalty: 5319.460938
	Iteration 20F: 3 clusters Score -6893394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -6893396.500000 Penalty: 5319.460938
	Iteration 21Q: 3 clusters Score -6893396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -6893402.000000 Penalty: 5319.460938
	Iteration 22Q: 3 clusters Score -6893402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6893410.000000 Penalty: 5319.460938
	Iteration 23Q: 3 clusters Score -6893410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6893406.500000 Penalty: 5319.460938
	Iteration 24Q: 3 clusters Score -6893406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -6893399.500000 Penalty: 5319.460938
	Iteration 25Q: 3 clusters Score -6893400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -6893400.000000 Penalty: 5319.460938
	Iteration 26Q: 3 clusters Score -6893400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -6893394.000000 Penalty: 5319.460938
	Iteration 27Q: 3 clusters Score -6893394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -6893400.500000 Penalty: 5319.460938
	Iteration 28Q: 3 clusters Score -6893400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -6893396.000000 Penalty: 5319.460938
	Iteration 29Q: 3 clusters Score -6893396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6893401.000000 Penalty: 5319.460938
	Iteration 30Q: 3 clusters Score -6893401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6893391.500000 Penalty: 5319.460938
	Iteration 31Q: 3 clusters Score -6893392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -6893398.000000 Penalty: 5319.460938
	Iteration 32Q: 3 clusters Score -6893398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -6893399.500000 Penalty: 5319.460938
	Iteration 33Q: 3 clusters Score -6893400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -6893399.500000 Penalty: 5319.460938
	Iteration 34Q: 3 clusters Score -6893400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -6893398.500000 Penalty: 5319.460938
	Iteration 35Q: 3 clusters Score -6893398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -6893396.000000 Penalty: 5319.460938
	Iteration 36Q: 3 clusters Score -6893396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -6893396.500000 Penalty: 5319.460938
	Iteration 37Q: 3 clusters Score -6893396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -6893395.000000 Penalty: 5319.460938
	Iteration 38Q: 3 clusters Score -6893395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -6893392.000000 Penalty: 5319.460938
	Iteration 39Q: 3 clusters Score -6893392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6893394.500000 Penalty: 5319.460938
	Iteration 40F: 3 clusters Score -6893394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 23041 members 
Mstep: Class 15 contains 6117 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 779 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 1465 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 36707 members 
Entering Unmasked Estep 
Score: -70264688.000000 Penalty: 100423.773438
Splitting cluster 18 changes total score from -70245208.000000 to -70264688.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (170430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Entering Unmasked Estep 
Score: -26021384.000000 Penalty: 2987.427734
	Iteration 0F: 2 clusters Score -2.602138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -25911130.000000 Penalty: 5974.855469
	Iteration 0F: 3 clusters Score -2.591113e+07 nChanged 81549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -25957908.000000 Penalty: 5974.855469
	Iteration 1F: 3 clusters Score -2.595791e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -25958808.000000 Penalty: 5974.855469
	Iteration 2Q: 3 clusters Score -2.595881e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -25960020.000000 Penalty: 5974.855469
	Iteration 3Q: 3 clusters Score -2.596002e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -25961690.000000 Penalty: 5974.855469
	Iteration 4Q: 3 clusters Score -2.596169e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -25964192.000000 Penalty: 5974.855469
	Iteration 5Q: 3 clusters Score -2.596419e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -25967820.000000 Penalty: 5974.855469
	Iteration 6Q: 3 clusters Score -2.596782e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -25973338.000000 Penalty: 5974.855469
	Iteration 7F: 3 clusters Score -2.597334e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -25980998.000000 Penalty: 5974.855469
	Iteration 8F: 3 clusters Score -2.5981e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133053 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -25990716.000000 Penalty: 5974.855469
	Iteration 9F: 3 clusters Score -2.599072e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -25999648.000000 Penalty: 5974.855469
	Iteration 10F: 3 clusters Score -2.599965e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -26006392.000000 Penalty: 5974.855469
	Iteration 11Q: 3 clusters Score -2.600639e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -26011202.000000 Penalty: 5974.855469
	Iteration 12Q: 3 clusters Score -2.60112e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -26014342.000000 Penalty: 5974.855469
	Iteration 13Q: 3 clusters Score -2.601434e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165599 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -26016410.000000 Penalty: 5974.855469
	Iteration 14Q: 3 clusters Score -2.601641e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -26017522.000000 Penalty: 5974.855469
	Iteration 15Q: 3 clusters Score -2.601752e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -26018212.000000 Penalty: 5974.855469
	Iteration 16Q: 3 clusters Score -2.601821e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -26018572.000000 Penalty: 5974.855469
	Iteration 17Q: 3 clusters Score -2.601857e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -26018782.000000 Penalty: 5974.855469
	Iteration 18Q: 3 clusters Score -2.601878e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169518 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -26018874.000000 Penalty: 5974.855469
	Iteration 19Q: 3 clusters Score -2.601887e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169611 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -26018904.000000 Penalty: 5974.855469
	Iteration 20F: 3 clusters Score -2.60189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -26018974.000000 Penalty: 5974.855469
	Iteration 21Q: 3 clusters Score -2.601897e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -26018978.000000 Penalty: 5974.855469
	Iteration 22Q: 3 clusters Score -2.601898e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -26019058.000000 Penalty: 5974.855469
	Iteration 23Q: 3 clusters Score -2.601906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -26019074.000000 Penalty: 5974.855469
	Iteration 24Q: 3 clusters Score -2.601907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169779 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -26019064.000000 Penalty: 5974.855469
	Iteration 25Q: 3 clusters Score -2.601906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -26019070.000000 Penalty: 5974.855469
	Iteration 26Q: 3 clusters Score -2.601907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169792 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -26019090.000000 Penalty: 5974.855469
	Iteration 27Q: 3 clusters Score -2.601909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -26019096.000000 Penalty: 5974.855469
	Iteration 28Q: 3 clusters Score -2.60191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -26019088.000000 Penalty: 5974.855469
	Iteration 29Q: 3 clusters Score -2.601909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169808 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -26019082.000000 Penalty: 5974.855469
	Iteration 30Q: 3 clusters Score -2.601908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -26019076.000000 Penalty: 5974.855469
	Iteration 31Q: 3 clusters Score -2.601908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169817 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -26019076.000000 Penalty: 5974.855469
	Iteration 32Q: 3 clusters Score -2.601908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169824 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -26019082.000000 Penalty: 5974.855469
	Iteration 33Q: 3 clusters Score -2.601908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -26019096.000000 Penalty: 5974.855469
	Iteration 34Q: 3 clusters Score -2.60191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169826 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -26019076.000000 Penalty: 5974.855469
	Iteration 35Q: 3 clusters Score -2.601908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -26019072.000000 Penalty: 5974.855469
	Iteration 36Q: 3 clusters Score -2.601907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -26019076.000000 Penalty: 5974.855469
	Iteration 37Q: 3 clusters Score -2.601908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -26019110.000000 Penalty: 5974.855469
	Iteration 38Q: 3 clusters Score -2.601911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -26019104.000000 Penalty: 5974.855469
	Iteration 39Q: 3 clusters Score -2.60191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -26019104.000000 Penalty: 5974.855469
	Iteration 40F: 3 clusters Score -2.60191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -101244.953125 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -101245 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 366 members 
Entering Unmasked Estep 
Score: -99596.984375 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -99596.98 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99943.601562 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -99943.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100065.125000 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -100065.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100149.804688 Penalty: 3280.238525
	Iteration 3Q: 3 clusters Score -100149.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100235.445312 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -100235.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -100356.335938 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -100356.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -100504.898438 Penalty: 3280.238525
	Iteration 6F: 3 clusters Score -100504.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -100769.328125 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -100769.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -100909.296875 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -100909.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -100952.054688 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -100952.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -100993.937500 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -100993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -101012.117188 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -101012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -101017.937500 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -101017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -101020.304688 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -101020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -101020.304688 Penalty: 3280.238525
	Iteration 14F: 3 clusters Score -101020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114824 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 23041 members 
Mstep: Class 15 contains 6117 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 20 contains 170430 members 
Mstep: Class 21 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2471.556885 but Gain 3239.476562
Score: -70269568.000000 Penalty: 97184.296875
Iteration 39Q: 31 clusters Score -7.026957e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 525 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 54490 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 114205 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 4670 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 11822 members 
Mstep: Class 18 contains 8843 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 170892 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 286 members 
Mstep: Class 26 contains 715 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 155 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 1683 members 
Mstep: Class 31 contains 35968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70276480.000000 Penalty: 97184.296875
Iteration 40F: 31 clusters Score -7.027648e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 53971 members 
Mstep: Class 3 contains 1210 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 112489 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 715 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 24323 members 
Mstep: Class 15 contains 7491 members 
Mstep: Class 16 contains 4445 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 171263 members 
Mstep: Class 21 contains 734 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 740 members 
Mstep: Class 25 contains 272 members 
Mstep: Class 26 contains 715 members 
Mstep: Class 27 contains 1913 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 1492 members 
Mstep: Class 30 contains 1717 members 
Mstep: Class 31 contains 36698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70280344.000000 Penalty: 97184.296875
Iteration 41Q: 31 clusters Score -7.028034e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 53535 members 
Mstep: Class 3 contains 1213 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 111188 members 
Mstep: Class 6 contains 2736 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 5894 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 24749 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 4444 members 
Mstep: Class 17 contains 11761 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 171759 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 735 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 719 members 
Mstep: Class 27 contains 1973 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 1518 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 37122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70281784.000000 Penalty: 97184.296875
Iteration 42Q: 31 clusters Score -7.028178e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 53234 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 109962 members 
Mstep: Class 6 contains 2982 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 741 members 
Mstep: Class 14 contains 25136 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 1070 members 
Mstep: Class 20 contains 172291 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1678 members 
Mstep: Class 31 contains 37433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70282720.000000 Penalty: 97184.296875
Iteration 43Q: 31 clusters Score -7.028272e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 53002 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 108861 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 5829 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 25494 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 9150 members 
Mstep: Class 19 contains 1059 members 
Mstep: Class 20 contains 172817 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 272 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 2012 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 37682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70283800.000000 Penalty: 97184.296875
Iteration 44Q: 31 clusters Score -7.02838e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 52820 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 107855 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 749 members 
Mstep: Class 14 contains 25795 members 
Mstep: Class 15 contains 8575 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 11770 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 1044 members 
Mstep: Class 20 contains 173291 members 
Mstep: Class 21 contains 679 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 2020 members 
Mstep: Class 28 contains 155 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 37932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70284336.000000 Penalty: 97184.296875
Iteration 45Q: 31 clusters Score -7.028434e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 52700 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 106862 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 5758 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 26073 members 
Mstep: Class 15 contains 8700 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 11766 members 
Mstep: Class 18 contains 9260 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 173780 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 2025 members 
Mstep: Class 28 contains 155 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 38124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70284704.000000 Penalty: 97184.296875
Iteration 46Q: 31 clusters Score -7.02847e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 52602 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 105872 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 5730 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26304 members 
Mstep: Class 15 contains 8805 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 9294 members 
Mstep: Class 19 contains 1030 members 
Mstep: Class 20 contains 174310 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 2026 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1586 members 
Mstep: Class 30 contains 1640 members 
Mstep: Class 31 contains 38323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70284688.000000 Penalty: 97184.296875
Iteration 47Q: 31 clusters Score -7.028469e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 52505 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 104905 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26491 members 
Mstep: Class 15 contains 8884 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 11757 members 
Mstep: Class 18 contains 9327 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 174849 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 2029 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 1633 members 
Mstep: Class 31 contains 38511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285096.000000 Penalty: 97184.296875
Iteration 48Q: 31 clusters Score -7.02851e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 52431 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 104016 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 5687 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26660 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 9356 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 175356 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 275 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 2030 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1622 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 38662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285216.000000 Penalty: 97184.296875
Iteration 49Q: 31 clusters Score -7.028522e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 52383 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 103244 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26786 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 9378 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 175835 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 2031 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1634 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 38778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285664.000000 Penalty: 97184.296875
Iteration 50Q: 31 clusters Score -7.028566e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 52338 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 102393 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 5669 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26921 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 9398 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 176362 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2034 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 38866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285800.000000 Penalty: 97184.296875
Iteration 51Q: 31 clusters Score -7.02858e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 52299 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 101508 members 
Mstep: Class 6 contains 4248 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27050 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 9415 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 176950 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2037 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 1635 members 
Mstep: Class 31 contains 38941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285888.000000 Penalty: 97184.296875
Iteration 52Q: 31 clusters Score -7.028589e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 52273 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 100657 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27181 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 11735 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 177539 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 284 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2040 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1662 members 
Mstep: Class 30 contains 1640 members 
Mstep: Class 31 contains 38988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70286064.000000 Penalty: 97184.296875
Iteration 53Q: 31 clusters Score -7.028606e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 52244 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 99815 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27288 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 178164 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2041 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1673 members 
Mstep: Class 30 contains 1639 members 
Mstep: Class 31 contains 39038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70286080.000000 Penalty: 97184.296875
Iteration 54Q: 31 clusters Score -7.028608e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 52201 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 98998 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11722 members 
Mstep: Class 18 contains 9452 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 178838 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2040 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1683 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 39047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70286080.000000 Penalty: 97184.296875
Iteration 55Q: 31 clusters Score -7.028608e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 52164 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 98238 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27508 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11704 members 
Mstep: Class 18 contains 9467 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 179447 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2039 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 39045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285848.000000 Penalty: 97184.296875
Iteration 56Q: 31 clusters Score -7.028585e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 52121 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 97567 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27600 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 180001 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2038 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1705 members 
Mstep: Class 30 contains 1640 members 
Mstep: Class 31 contains 39043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285624.000000 Penalty: 97184.296875
Iteration 57Q: 31 clusters Score -7.028562e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 52070 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 96915 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27680 members 
Mstep: Class 15 contains 9334 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 9479 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 180588 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2040 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1713 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 39025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285592.000000 Penalty: 97184.296875
Iteration 58Q: 31 clusters Score -7.028559e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 52041 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 96362 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27778 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 181065 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2042 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1713 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 38997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285320.000000 Penalty: 97184.296875
Iteration 59Q: 31 clusters Score -7.028532e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 52030 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 95797 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 27878 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9486 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 181541 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 2043 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1713 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 38960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285944.000000 Penalty: 97184.296875
Iteration 60F: 31 clusters Score -7.028594e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 52016 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 531 members 
Mstep: Class 5 contains 95204 members 
Mstep: Class 6 contains 4761 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 9491 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 182026 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 2042 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 38931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287184.000000 Penalty: 97184.296875
Iteration 61Q: 31 clusters Score -7.028718e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 52001 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 94633 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 5571 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28078 members 
Mstep: Class 15 contains 9403 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 11618 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 182507 members 
Mstep: Class 21 contains 664 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 2045 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1765 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 38902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287472.000000 Penalty: 97184.296875
Iteration 62Q: 31 clusters Score -7.028747e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 51990 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 94067 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28159 members 
Mstep: Class 15 contains 9392 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 9499 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 182998 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 38874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287640.000000 Penalty: 97184.296875
Iteration 63Q: 31 clusters Score -7.028764e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 51995 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 93524 members 
Mstep: Class 6 contains 4861 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28248 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 9497 members 
Mstep: Class 19 contains 958 members 
Mstep: Class 20 contains 183442 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 2050 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1834 members 
Mstep: Class 30 contains 1678 members 
Mstep: Class 31 contains 38848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287728.000000 Penalty: 97184.296875
Iteration 64Q: 31 clusters Score -7.028773e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 52013 members 
Mstep: Class 3 contains 1296 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 93016 members 
Mstep: Class 6 contains 4892 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28338 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 956 members 
Mstep: Class 20 contains 183831 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 2053 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1882 members 
Mstep: Class 30 contains 1676 members 
Mstep: Class 31 contains 38807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287760.000000 Penalty: 97184.296875
Iteration 65Q: 31 clusters Score -7.028776e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 52016 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 92517 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28426 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11578 members 
Mstep: Class 18 contains 9500 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 184241 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1677 members 
Mstep: Class 31 contains 38771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287680.000000 Penalty: 97184.296875
Iteration 66Q: 31 clusters Score -7.028768e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 52009 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 92025 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28492 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11577 members 
Mstep: Class 18 contains 9505 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 184656 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 1676 members 
Mstep: Class 31 contains 38738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287592.000000 Penalty: 97184.296875
Iteration 67Q: 31 clusters Score -7.028759e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 52011 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 91550 members 
Mstep: Class 6 contains 4965 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28551 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 11577 members 
Mstep: Class 18 contains 9511 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 185083 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 1676 members 
Mstep: Class 31 contains 38709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287720.000000 Penalty: 97184.296875
Iteration 68Q: 31 clusters Score -7.028772e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 52003 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 91089 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28605 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 11579 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 185482 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 1683 members 
Mstep: Class 31 contains 38682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287768.000000 Penalty: 97184.296875
Iteration 69Q: 31 clusters Score -7.028777e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 51992 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 90664 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 846 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28680 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 11578 members 
Mstep: Class 18 contains 9515 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 185824 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 1690 members 
Mstep: Class 31 contains 38658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287952.000000 Penalty: 97184.296875
Iteration 70Q: 31 clusters Score -7.028795e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 52003 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 90295 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28744 members 
Mstep: Class 15 contains 9373 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 11573 members 
Mstep: Class 18 contains 9518 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 186115 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 735 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 1694 members 
Mstep: Class 31 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288056.000000 Penalty: 97184.296875
Iteration 71Q: 31 clusters Score -7.028806e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 52014 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 89932 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28809 members 
Mstep: Class 15 contains 9387 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 9523 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 186396 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 291 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2094 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1946 members 
Mstep: Class 30 contains 1696 members 
Mstep: Class 31 contains 38600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288144.000000 Penalty: 97184.296875
Iteration 72Q: 31 clusters Score -7.028814e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 52017 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 89581 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 5517 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28882 members 
Mstep: Class 15 contains 9399 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11558 members 
Mstep: Class 18 contains 9526 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 186710 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1948 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 38550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288144.000000 Penalty: 97184.296875
Iteration 73Q: 31 clusters Score -7.028814e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 52009 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 89209 members 
Mstep: Class 6 contains 5048 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 9410 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11553 members 
Mstep: Class 18 contains 9527 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 187044 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 291 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 2102 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1950 members 
Mstep: Class 30 contains 1699 members 
Mstep: Class 31 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287936.000000 Penalty: 97184.296875
Iteration 74Q: 31 clusters Score -7.028794e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 52016 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 88844 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29019 members 
Mstep: Class 15 contains 9409 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11555 members 
Mstep: Class 18 contains 9529 members 
Mstep: Class 19 contains 949 members 
Mstep: Class 20 contains 187377 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1952 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 38438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287840.000000 Penalty: 97184.296875
Iteration 75Q: 31 clusters Score -7.028784e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 52029 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 88462 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 3411 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29084 members 
Mstep: Class 15 contains 9407 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 9531 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 187719 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2107 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1954 members 
Mstep: Class 30 contains 1708 members 
Mstep: Class 31 contains 38405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287648.000000 Penalty: 97184.296875
Iteration 76Q: 31 clusters Score -7.028765e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 52032 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 88016 members 
Mstep: Class 6 contains 5078 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29158 members 
Mstep: Class 15 contains 9410 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 9530 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188127 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 769 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1955 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 38369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287640.000000 Penalty: 97184.296875
Iteration 77Q: 31 clusters Score -7.028764e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 52019 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 87551 members 
Mstep: Class 6 contains 5090 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29244 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 9531 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188548 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2105 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1716 members 
Mstep: Class 31 contains 38330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287688.000000 Penalty: 97184.296875
Iteration 78Q: 31 clusters Score -7.028769e+07 nChanged 1245
Entering ConstructFrom: 
Score: -70287688.000000 Penalty: 97184.296875
Entering ConstructFrom: 
Trying to split cluster 1 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -980311.437500 Penalty: 2178.699951
	Iteration 0F: 2 clusters Score -980311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -974832.000000 Penalty: 4357.399902
	Iteration 0F: 3 clusters Score -974832 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -976292.250000 Penalty: 4357.399902
	Iteration 1F: 3 clusters Score -976292.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -976576.875000 Penalty: 4357.399902
	Iteration 2F: 3 clusters Score -976576.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -976788.625000 Penalty: 4357.399902
	Iteration 3F: 3 clusters Score -976788.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -976983.625000 Penalty: 4357.399902
	Iteration 4Q: 3 clusters Score -976983.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -977197.062500 Penalty: 4357.399902
	Iteration 5Q: 3 clusters Score -977197.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -977427.312500 Penalty: 4357.399902
	Iteration 6Q: 3 clusters Score -977427.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -977676.375000 Penalty: 4357.399902
	Iteration 7Q: 3 clusters Score -977676.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -977939.187500 Penalty: 4357.399902
	Iteration 8Q: 3 clusters Score -977939.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -978224.125000 Penalty: 4357.399902
	Iteration 9Q: 3 clusters Score -978224.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -978509.062500 Penalty: 4357.399902
	Iteration 10Q: 3 clusters Score -978509.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -978718.875000 Penalty: 4357.399902
	Iteration 11Q: 3 clusters Score -978718.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -978880.812500 Penalty: 4357.399902
	Iteration 12Q: 3 clusters Score -978880.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -979041.250000 Penalty: 4357.399902
	Iteration 13Q: 3 clusters Score -979041.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -979179.250000 Penalty: 4357.399902
	Iteration 14Q: 3 clusters Score -979179.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -979302.625000 Penalty: 4357.399902
	Iteration 15Q: 3 clusters Score -979302.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -979399.437500 Penalty: 4357.399902
	Iteration 16Q: 3 clusters Score -979399.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -979483.562500 Penalty: 4357.399902
	Iteration 17Q: 3 clusters Score -979483.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -979552.875000 Penalty: 4357.399902
	Iteration 18Q: 3 clusters Score -979552.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -979612.062500 Penalty: 4357.399902
	Iteration 19Q: 3 clusters Score -979612.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -979637.937500 Penalty: 4357.399902
	Iteration 20F: 3 clusters Score -979637.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -979654.875000 Penalty: 4357.399902
	Iteration 21Q: 3 clusters Score -979654.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -979661.750000 Penalty: 4357.399902
	Iteration 22Q: 3 clusters Score -979661.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -979668.937500 Penalty: 4357.399902
	Iteration 23Q: 3 clusters Score -979668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -979669.500000 Penalty: 4357.399902
	Iteration 24Q: 3 clusters Score -979669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -979671.937500 Penalty: 4357.399902
	Iteration 25Q: 3 clusters Score -979671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -979671.937500 Penalty: 4357.399902
	Iteration 26F: 3 clusters Score -979671.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Entering Unmasked Estep 
Score: -7959106.500000 Penalty: 2693.117676
	Iteration 0F: 2 clusters Score -7959106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -7924383.500000 Penalty: 5386.235352
	Iteration 0F: 3 clusters Score -7924384 nChanged 23928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -7937621.500000 Penalty: 5386.235352
	Iteration 1F: 3 clusters Score -7937622 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7938127.500000 Penalty: 5386.235352
	Iteration 2Q: 3 clusters Score -7938128 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -7938670.000000 Penalty: 5386.235352
	Iteration 3Q: 3 clusters Score -7938670 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -7939361.500000 Penalty: 5386.235352
	Iteration 4Q: 3 clusters Score -7939362 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -7940420.500000 Penalty: 5386.235352
	Iteration 5Q: 3 clusters Score -7940420 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7941904.500000 Penalty: 5386.235352
	Iteration 6Q: 3 clusters Score -7941904 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -7943765.000000 Penalty: 5386.235352
	Iteration 7F: 3 clusters Score -7943765 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -7945785.500000 Penalty: 5386.235352
	Iteration 8F: 3 clusters Score -7945786 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -7947880.500000 Penalty: 5386.235352
	Iteration 9F: 3 clusters Score -7947880 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -7949999.000000 Penalty: 5386.235352
	Iteration 10F: 3 clusters Score -7949999 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -7952076.500000 Penalty: 5386.235352
	Iteration 11F: 3 clusters Score -7952076 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7953779.500000 Penalty: 5386.235352
	Iteration 12Q: 3 clusters Score -7953780 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7955046.500000 Penalty: 5386.235352
	Iteration 13Q: 3 clusters Score -7955046 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7955844.000000 Penalty: 5386.235352
	Iteration 14Q: 3 clusters Score -7955844 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7956277.500000 Penalty: 5386.235352
	Iteration 15Q: 3 clusters Score -7956278 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7956555.500000 Penalty: 5386.235352
	Iteration 16Q: 3 clusters Score -7956556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7956690.500000 Penalty: 5386.235352
	Iteration 17Q: 3 clusters Score -7956690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7956771.500000 Penalty: 5386.235352
	Iteration 18Q: 3 clusters Score -7956772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7956819.000000 Penalty: 5386.235352
	Iteration 19Q: 3 clusters Score -7956819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7956869.000000 Penalty: 5386.235352
	Iteration 20F: 3 clusters Score -7956869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7956885.000000 Penalty: 5386.235352
	Iteration 21Q: 3 clusters Score -7956885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7956893.500000 Penalty: 5386.235352
	Iteration 22Q: 3 clusters Score -7956894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7956906.500000 Penalty: 5386.235352
	Iteration 23Q: 3 clusters Score -7956906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7956908.500000 Penalty: 5386.235352
	Iteration 24Q: 3 clusters Score -7956908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7956914.500000 Penalty: 5386.235352
	Iteration 25Q: 3 clusters Score -7956914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7956916.500000 Penalty: 5386.235352
	Iteration 26Q: 3 clusters Score -7956916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7956920.000000 Penalty: 5386.235352
	Iteration 27Q: 3 clusters Score -7956920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7956921.500000 Penalty: 5386.235352
	Iteration 28Q: 3 clusters Score -7956922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7956922.500000 Penalty: 5386.235352
	Iteration 29Q: 3 clusters Score -7956922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7956926.500000 Penalty: 5386.235352
	Iteration 30Q: 3 clusters Score -7956926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7956933.500000 Penalty: 5386.235352
	Iteration 31Q: 3 clusters Score -7956934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7956935.000000 Penalty: 5386.235352
	Iteration 32Q: 3 clusters Score -7956935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7956937.500000 Penalty: 5386.235352
	Iteration 33Q: 3 clusters Score -7956938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7956938.500000 Penalty: 5386.235352
	Iteration 34Q: 3 clusters Score -7956938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7956939.000000 Penalty: 5386.235352
	Iteration 35Q: 3 clusters Score -7956939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7956936.500000 Penalty: 5386.235352
	Iteration 36Q: 3 clusters Score -7956936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7956941.500000 Penalty: 5386.235352
	Iteration 37Q: 3 clusters Score -7956942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7956940.500000 Penalty: 5386.235352
	Iteration 38Q: 3 clusters Score -7956940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7956951.500000 Penalty: 5386.235352
	Iteration 39Q: 3 clusters Score -7956952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7956941.000000 Penalty: 5386.235352
	Iteration 40F: 3 clusters Score -7956941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7956943.000000 Penalty: 5386.235352
	Iteration 41Q: 3 clusters Score -7956943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7956944.000000 Penalty: 5386.235352
	Iteration 42Q: 3 clusters Score -7956944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7956944.000000 Penalty: 5386.235352
	Iteration 43F: 3 clusters Score -7956944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -153884.109375 Penalty: 1777.998779
	Iteration 0F: 2 clusters Score -153884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152204.437500 Penalty: 3555.997559
	Iteration 0F: 3 clusters Score -152204.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -154083.187500 Penalty: 3555.997559
	Iteration 1F: 3 clusters Score -154083.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155465.656250 Penalty: 3555.997559
	Iteration 2F: 3 clusters Score -155465.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156079.531250 Penalty: 3555.997559
	Iteration 3F: 3 clusters Score -156079.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -156441.140625 Penalty: 3555.997559
	Iteration 4F: 3 clusters Score -156441.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156568.937500 Penalty: 3555.997559
	Iteration 5Q: 3 clusters Score -156568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156578.078125 Penalty: 3555.997559
	Iteration 6Q: 3 clusters Score -156578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -156586.171875 Penalty: 3555.997559
	Iteration 7Q: 3 clusters Score -156586.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -156603.921875 Penalty: 3555.997559
	Iteration 8Q: 3 clusters Score -156603.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -156679.078125 Penalty: 3555.997559
	Iteration 9Q: 3 clusters Score -156679.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157150.093750 Penalty: 3555.997559
	Iteration 10Q: 3 clusters Score -157150.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -158328.328125 Penalty: 3555.997559
	Iteration 11Q: 3 clusters Score -158328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -158377.015625 Penalty: 3555.997559
	Iteration 12Q: 3 clusters Score -158377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158415.671875 Penalty: 3555.997559
	Iteration 13Q: 3 clusters Score -158415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158416.546875 Penalty: 3555.997559
	Iteration 14Q: 3 clusters Score -158416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158416.546875 Penalty: 3555.997559
	Iteration 15F: 3 clusters Score -158416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 87073 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Entering Unmasked Estep 
Score: -70290912.000000 Penalty: 100423.773438
Splitting cluster 3 changes total score from -70287688.000000 to -70290912.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -59688.945312 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -59688.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58268.398438 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -58268.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58759.242188 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -58759.24 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59063.789062 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -59063.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59167.937500 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -59167.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59210.742188 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -59210.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59258.640625 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -59258.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59334.515625 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -59334.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59373.019531 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -59373.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59395.632812 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -59395.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59421.773438 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -59421.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59481.535156 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -59481.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59556.027344 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -59556.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59617.859375 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -59617.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59644.843750 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -59644.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59664.714844 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -59664.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59672.570312 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -59672.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59678.500000 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -59678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59685.617188 Penalty: 3114.146729
	Iteration 17Q: 3 clusters Score -59685.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59699.992188 Penalty: 3114.146729
	Iteration 18Q: 3 clusters Score -59699.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59702.269531 Penalty: 3114.146729
	Iteration 19Q: 3 clusters Score -59702.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59727.382812 Penalty: 3114.146729
	Iteration 20F: 3 clusters Score -59727.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59838.273438 Penalty: 3114.146729
	Iteration 21Q: 3 clusters Score -59838.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59891.621094 Penalty: 3114.146729
	Iteration 22Q: 3 clusters Score -59891.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59991.464844 Penalty: 3114.146729
	Iteration 23Q: 3 clusters Score -59991.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60039.660156 Penalty: 3114.146729
	Iteration 24Q: 3 clusters Score -60039.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60044.050781 Penalty: 3114.146729
	Iteration 25F: 3 clusters Score -60044.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60084.949219 Penalty: 3114.146729
	Iteration 26Q: 3 clusters Score -60084.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60084.949219 Penalty: 3114.146729
	Iteration 27F: 3 clusters Score -60084.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 87073 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Entering Unmasked Estep 
Score: -70289592.000000 Penalty: 103663.250000
Splitting cluster 4 changes total score from -70287688.000000 to -70289592.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (87073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Entering Unmasked Estep 
Score: -13402765.000000 Penalty: 2820.876465
	Iteration 0F: 2 clusters Score -1.340276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -13344653.000000 Penalty: 5641.752930
	Iteration 0F: 3 clusters Score -1.334465e+07 nChanged 40865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -13368048.000000 Penalty: 5641.752930
	Iteration 1F: 3 clusters Score -1.336805e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -13369035.000000 Penalty: 5641.752930
	Iteration 2Q: 3 clusters Score -1.336904e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -13370154.000000 Penalty: 5641.752930
	Iteration 3Q: 3 clusters Score -1.337015e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -13371635.000000 Penalty: 5641.752930
	Iteration 4Q: 3 clusters Score -1.337164e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -13373633.000000 Penalty: 5641.752930
	Iteration 5Q: 3 clusters Score -1.337363e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -13376701.000000 Penalty: 5641.752930
	Iteration 6F: 3 clusters Score -1.33767e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -13381883.000000 Penalty: 5641.752930
	Iteration 7F: 3 clusters Score -1.338188e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -13387804.000000 Penalty: 5641.752930
	Iteration 8F: 3 clusters Score -1.33878e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -13391727.000000 Penalty: 5641.752930
	Iteration 9F: 3 clusters Score -1.339173e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -13393715.000000 Penalty: 5641.752930
	Iteration 10Q: 3 clusters Score -1.339372e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -13394733.000000 Penalty: 5641.752930
	Iteration 11Q: 3 clusters Score -1.339473e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -13395323.000000 Penalty: 5641.752930
	Iteration 12Q: 3 clusters Score -1.339532e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -13395729.000000 Penalty: 5641.752930
	Iteration 13Q: 3 clusters Score -1.339573e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -13395998.000000 Penalty: 5641.752930
	Iteration 14Q: 3 clusters Score -1.3396e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -13396314.000000 Penalty: 5641.752930
	Iteration 15Q: 3 clusters Score -1.339631e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -13396463.000000 Penalty: 5641.752930
	Iteration 16Q: 3 clusters Score -1.339646e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -13396672.000000 Penalty: 5641.752930
	Iteration 17Q: 3 clusters Score -1.339667e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13396877.000000 Penalty: 5641.752930
	Iteration 18Q: 3 clusters Score -1.339688e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -13397029.000000 Penalty: 5641.752930
	Iteration 19Q: 3 clusters Score -1.339703e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -13397184.000000 Penalty: 5641.752930
	Iteration 20F: 3 clusters Score -1.339718e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -13397393.000000 Penalty: 5641.752930
	Iteration 21Q: 3 clusters Score -1.339739e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -13397584.000000 Penalty: 5641.752930
	Iteration 22Q: 3 clusters Score -1.339758e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -13397743.000000 Penalty: 5641.752930
	Iteration 23Q: 3 clusters Score -1.339774e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -13397907.000000 Penalty: 5641.752930
	Iteration 24Q: 3 clusters Score -1.339791e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -13398097.000000 Penalty: 5641.752930
	Iteration 25Q: 3 clusters Score -1.33981e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -13398233.000000 Penalty: 5641.752930
	Iteration 26Q: 3 clusters Score -1.339823e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -13398411.000000 Penalty: 5641.752930
	Iteration 27Q: 3 clusters Score -1.339841e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -13398609.000000 Penalty: 5641.752930
	Iteration 28Q: 3 clusters Score -1.339861e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -13398768.000000 Penalty: 5641.752930
	Iteration 29Q: 3 clusters Score -1.339877e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -13398939.000000 Penalty: 5641.752930
	Iteration 30Q: 3 clusters Score -1.339894e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -13399099.000000 Penalty: 5641.752930
	Iteration 31Q: 3 clusters Score -1.33991e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -13399242.000000 Penalty: 5641.752930
	Iteration 32Q: 3 clusters Score -1.339924e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -13399330.000000 Penalty: 5641.752930
	Iteration 33Q: 3 clusters Score -1.339933e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -13399495.000000 Penalty: 5641.752930
	Iteration 34Q: 3 clusters Score -1.33995e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -13399587.000000 Penalty: 5641.752930
	Iteration 35Q: 3 clusters Score -1.339959e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -13399819.000000 Penalty: 5641.752930
	Iteration 36Q: 3 clusters Score -1.339982e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -13399919.000000 Penalty: 5641.752930
	Iteration 37Q: 3 clusters Score -1.339992e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -13400062.000000 Penalty: 5641.752930
	Iteration 38Q: 3 clusters Score -1.340006e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -13400257.000000 Penalty: 5641.752930
	Iteration 39Q: 3 clusters Score -1.340026e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -13400423.000000 Penalty: 5641.752930
	Iteration 40F: 3 clusters Score -1.340042e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -13400532.000000 Penalty: 5641.752930
	Iteration 41Q: 3 clusters Score -1.340053e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -13400666.000000 Penalty: 5641.752930
	Iteration 42Q: 3 clusters Score -1.340067e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -13400791.000000 Penalty: 5641.752930
	Iteration 43Q: 3 clusters Score -1.340079e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -13400991.000000 Penalty: 5641.752930
	Iteration 44Q: 3 clusters Score -1.340099e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -13401060.000000 Penalty: 5641.752930
	Iteration 45Q: 3 clusters Score -1.340106e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -13401173.000000 Penalty: 5641.752930
	Iteration 46Q: 3 clusters Score -1.340117e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -13401268.000000 Penalty: 5641.752930
	Iteration 47Q: 3 clusters Score -1.340127e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -13401428.000000 Penalty: 5641.752930
	Iteration 48Q: 3 clusters Score -1.340143e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -13401719.000000 Penalty: 5641.752930
	Iteration 49Q: 3 clusters Score -1.340172e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -13402042.000000 Penalty: 5641.752930
	Iteration 50Q: 3 clusters Score -1.340204e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -13402561.000000 Penalty: 5641.752930
	Iteration 51Q: 3 clusters Score -1.340256e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -13403144.000000 Penalty: 5641.752930
	Iteration 52Q: 3 clusters Score -1.340314e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -13403920.000000 Penalty: 5641.752930
	Iteration 53Q: 3 clusters Score -1.340392e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -13404901.000000 Penalty: 5641.752930
	Iteration 54Q: 3 clusters Score -1.34049e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -13405840.000000 Penalty: 5641.752930
	Iteration 55Q: 3 clusters Score -1.340584e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -13406401.000000 Penalty: 5641.752930
	Iteration 56Q: 3 clusters Score -1.34064e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -13406740.000000 Penalty: 5641.752930
	Iteration 57Q: 3 clusters Score -1.340674e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 66275 members 
Entering Unmasked Estep 
Score: -13406871.000000 Penalty: 5641.752930
	Iteration 58Q: 3 clusters Score -1.340687e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -13406899.000000 Penalty: 5641.752930
	Iteration 59Q: 3 clusters Score -1.34069e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -13406978.000000 Penalty: 5641.752930
	Iteration 60F: 3 clusters Score -1.340698e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -13406973.000000 Penalty: 5641.752930
	Iteration 61Q: 3 clusters Score -1.340697e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -13406975.000000 Penalty: 5641.752930
	Iteration 62Q: 3 clusters Score -1.340698e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -13406991.000000 Penalty: 5641.752930
	Iteration 63Q: 3 clusters Score -1.340699e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -13406978.000000 Penalty: 5641.752930
	Iteration 64Q: 3 clusters Score -1.340698e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -13406977.000000 Penalty: 5641.752930
	Iteration 65Q: 3 clusters Score -1.340698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -13407001.000000 Penalty: 5641.752930
	Iteration 66Q: 3 clusters Score -1.3407e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -13407001.000000 Penalty: 5641.752930
	Iteration 67Q: 3 clusters Score -1.3407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -13407018.000000 Penalty: 5641.752930
	Iteration 68Q: 3 clusters Score -1.340702e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -13407012.000000 Penalty: 5641.752930
	Iteration 69Q: 3 clusters Score -1.340701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -13407035.000000 Penalty: 5641.752930
	Iteration 70Q: 3 clusters Score -1.340704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -13407031.000000 Penalty: 5641.752930
	Iteration 71Q: 3 clusters Score -1.340703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -13407036.000000 Penalty: 5641.752930
	Iteration 72Q: 3 clusters Score -1.340704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -13407026.000000 Penalty: 5641.752930
	Iteration 73Q: 3 clusters Score -1.340703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -13407041.000000 Penalty: 5641.752930
	Iteration 74Q: 3 clusters Score -1.340704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -13407056.000000 Penalty: 5641.752930
	Iteration 75Q: 3 clusters Score -1.340706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -13407054.000000 Penalty: 5641.752930
	Iteration 76Q: 3 clusters Score -1.340705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -13407037.000000 Penalty: 5641.752930
	Iteration 77Q: 3 clusters Score -1.340704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -13407043.000000 Penalty: 5641.752930
	Iteration 78Q: 3 clusters Score -1.340704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -13407023.000000 Penalty: 5641.752930
	Iteration 79Q: 3 clusters Score -1.340702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -13407037.000000 Penalty: 5641.752930
	Iteration 80F: 3 clusters Score -1.340704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -13407021.000000 Penalty: 5641.752930
	Iteration 81Q: 3 clusters Score -1.340702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -13407026.000000 Penalty: 5641.752930
	Iteration 82Q: 3 clusters Score -1.340703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -13407019.000000 Penalty: 5641.752930
	Iteration 83Q: 3 clusters Score -1.340702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -13407029.000000 Penalty: 5641.752930
	Iteration 84Q: 3 clusters Score -1.340703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -13407022.000000 Penalty: 5641.752930
	Iteration 85Q: 3 clusters Score -1.340702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -13407015.000000 Penalty: 5641.752930
	Iteration 86Q: 3 clusters Score -1.340702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -13407015.000000 Penalty: 5641.752930
	Iteration 87F: 3 clusters Score -1.340702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Entering Unmasked Estep 
Score: -70293816.000000 Penalty: 106902.726562
Splitting cluster 5 changes total score from -70287688.000000 to -70293816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -781723.000000 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -781723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -777111.562500 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -777111.6 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -778248.375000 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -778248.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -778478.312500 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -778478.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -778620.562500 Penalty: 4234.350098
	Iteration 3Q: 3 clusters Score -778620.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -778748.812500 Penalty: 4234.350098
	Iteration 4Q: 3 clusters Score -778748.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -778888.500000 Penalty: 4234.350098
	Iteration 5Q: 3 clusters Score -778888.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -779125.687500 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -779125.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -779547.625000 Penalty: 4234.350098
	Iteration 7F: 3 clusters Score -779547.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -780052.187500 Penalty: 4234.350098
	Iteration 8F: 3 clusters Score -780052.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -780542.812500 Penalty: 4234.350098
	Iteration 9F: 3 clusters Score -780542.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -780853.062500 Penalty: 4234.350098
	Iteration 10F: 3 clusters Score -780853.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -781036.875000 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -781036.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -781122.062500 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -781122.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -781169.062500 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -781169.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -781200.062500 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -781200.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -781230.687500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -781230.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -781241.625000 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -781241.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -781250.437500 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -781250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -781252.875000 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -781252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -781254.437500 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -781254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -781255.312500 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -781255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -781256.187500 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -781256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -781257.562500 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -781257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -781255.750000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -781255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -781255.750000 Penalty: 4234.350098
	Iteration 24F: 3 clusters Score -781255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -101944.398438 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -101944.4 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 395 members 
Entering Unmasked Estep 
Score: -100423.281250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -100423.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101010.226562 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -101010.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101421.414062 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -101421.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101914.078125 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -101914.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102083.804688 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -102083.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102163.210938 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -102163.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102226.976562 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -102227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102286.906250 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -102286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102297.765625 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -102297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102304.804688 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -102304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -102306.460938 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -102306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102307.789062 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -102307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -102308.554688 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -102308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -102311.445312 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -102311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -102313.242188 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -102313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -102313.750000 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -102313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102314.335938 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -102314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102314.335938 Penalty: 3309.955811
	Iteration 17F: 3 clusters Score -102314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Entering Unmasked Estep 
Score: -70292568.000000 Penalty: 110142.203125
Splitting cluster 7 changes total score from -70287688.000000 to -70292568.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -116810.031250 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -116810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -115051.757812 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -115051.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115438.632812 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -115438.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115623.507812 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -115623.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115742.632812 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -115742.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115786.617188 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -115786.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115820.070312 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -115820.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -115860.445312 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -115860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115880.648438 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -115880.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115899.382812 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -115899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115913.750000 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -115913.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115926.515625 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -115926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115933.992188 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -115934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115942.000000 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -115942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115950.882812 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -115950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115957.734375 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -115957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -115967.984375 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -115968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -115971.781250 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -115971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115975.093750 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -115975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -115977.078125 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -115977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115979.023438 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -115979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115981.054688 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -115981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -80620.164062 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -80620.16 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 369 members 
Entering Unmasked Estep 
Score: -79396.867188 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -79396.87 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80400.179688 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -80400.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80833.070312 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -80833.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80977.343750 Penalty: 3239.315186
	Iteration 3Q: 3 clusters Score -80977.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81018.109375 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -81018.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81050.468750 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -81050.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81140.531250 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -81140.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81168.789062 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -81168.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81174.406250 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -81174.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81178.460938 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -81178.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81178.460938 Penalty: 3239.315186
	Iteration 10F: 3 clusters Score -81178.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Entering Unmasked Estep 
Score: -70291480.000000 Penalty: 113381.679688
Splitting cluster 9 changes total score from -70287688.000000 to -70291480.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -648967.437500 Penalty: 2086.024414
	Iteration 0F: 2 clusters Score -648967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -644800.500000 Penalty: 4172.048828
	Iteration 0F: 3 clusters Score -644800.5 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -645897.812500 Penalty: 4172.048828
	Iteration 1F: 3 clusters Score -645897.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -646289.437500 Penalty: 4172.048828
	Iteration 2F: 3 clusters Score -646289.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -646754.812500 Penalty: 4172.048828
	Iteration 3F: 3 clusters Score -646754.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -647335.625000 Penalty: 4172.048828
	Iteration 4F: 3 clusters Score -647335.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -647904.875000 Penalty: 4172.048828
	Iteration 5F: 3 clusters Score -647904.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -648214.750000 Penalty: 4172.048828
	Iteration 6F: 3 clusters Score -648214.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -648359.125000 Penalty: 4172.048828
	Iteration 7Q: 3 clusters Score -648359.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -648433.875000 Penalty: 4172.048828
	Iteration 8Q: 3 clusters Score -648433.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -648479.875000 Penalty: 4172.048828
	Iteration 9Q: 3 clusters Score -648479.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -648517.250000 Penalty: 4172.048828
	Iteration 10Q: 3 clusters Score -648517.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -648551.375000 Penalty: 4172.048828
	Iteration 11Q: 3 clusters Score -648551.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -648584.125000 Penalty: 4172.048828
	Iteration 12Q: 3 clusters Score -648584.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -648617.000000 Penalty: 4172.048828
	Iteration 13Q: 3 clusters Score -648617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -648649.000000 Penalty: 4172.048828
	Iteration 14Q: 3 clusters Score -648649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -648677.062500 Penalty: 4172.048828
	Iteration 15Q: 3 clusters Score -648677.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -648717.125000 Penalty: 4172.048828
	Iteration 16Q: 3 clusters Score -648717.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -648750.437500 Penalty: 4172.048828
	Iteration 17Q: 3 clusters Score -648750.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -648763.937500 Penalty: 4172.048828
	Iteration 18Q: 3 clusters Score -648763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -648770.187500 Penalty: 4172.048828
	Iteration 19Q: 3 clusters Score -648770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -648773.625000 Penalty: 4172.048828
	Iteration 20F: 3 clusters Score -648773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -648775.187500 Penalty: 4172.048828
	Iteration 21Q: 3 clusters Score -648775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -648780.500000 Penalty: 4172.048828
	Iteration 22Q: 3 clusters Score -648780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -648782.500000 Penalty: 4172.048828
	Iteration 23Q: 3 clusters Score -648782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -648785.187500 Penalty: 4172.048828
	Iteration 24Q: 3 clusters Score -648785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -648787.125000 Penalty: 4172.048828
	Iteration 25Q: 3 clusters Score -648787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -648789.125000 Penalty: 4172.048828
	Iteration 26Q: 3 clusters Score -648789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -648791.625000 Penalty: 4172.048828
	Iteration 27Q: 3 clusters Score -648791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -648794.562500 Penalty: 4172.048828
	Iteration 28Q: 3 clusters Score -648794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -648794.250000 Penalty: 4172.048828
	Iteration 29Q: 3 clusters Score -648794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -648797.812500 Penalty: 4172.048828
	Iteration 30Q: 3 clusters Score -648797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -648798.562500 Penalty: 4172.048828
	Iteration 31Q: 3 clusters Score -648798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -648799.125000 Penalty: 4172.048828
	Iteration 32Q: 3 clusters Score -648799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -648798.812500 Penalty: 4172.048828
	Iteration 33Q: 3 clusters Score -648798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -648798.437500 Penalty: 4172.048828
	Iteration 34Q: 3 clusters Score -648798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -648799.937500 Penalty: 4172.048828
	Iteration 35Q: 3 clusters Score -648799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -648799.937500 Penalty: 4172.048828
	Iteration 36F: 3 clusters Score -648799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -795482.875000 Penalty: 2135.675293
	Iteration 0F: 2 clusters Score -795482.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -790701.062500 Penalty: 4271.350586
	Iteration 0F: 3 clusters Score -790701.1 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -791928.812500 Penalty: 4271.350586
	Iteration 1F: 3 clusters Score -791928.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -792173.500000 Penalty: 4271.350586
	Iteration 2F: 3 clusters Score -792173.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -792338.250000 Penalty: 4271.350586
	Iteration 3F: 3 clusters Score -792338.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -792479.437500 Penalty: 4271.350586
	Iteration 4Q: 3 clusters Score -792479.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -792624.812500 Penalty: 4271.350586
	Iteration 5Q: 3 clusters Score -792624.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -792807.500000 Penalty: 4271.350586
	Iteration 6Q: 3 clusters Score -792807.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -793042.812500 Penalty: 4271.350586
	Iteration 7F: 3 clusters Score -793042.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -793369.250000 Penalty: 4271.350586
	Iteration 8F: 3 clusters Score -793369.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -793696.687500 Penalty: 4271.350586
	Iteration 9F: 3 clusters Score -793696.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -793985.125000 Penalty: 4271.350586
	Iteration 10F: 3 clusters Score -793985.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -794255.187500 Penalty: 4271.350586
	Iteration 11Q: 3 clusters Score -794255.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -794448.812500 Penalty: 4271.350586
	Iteration 12Q: 3 clusters Score -794448.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -794579.562500 Penalty: 4271.350586
	Iteration 13Q: 3 clusters Score -794579.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -794654.875000 Penalty: 4271.350586
	Iteration 14Q: 3 clusters Score -794654.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -794706.812500 Penalty: 4271.350586
	Iteration 15Q: 3 clusters Score -794706.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -794734.437500 Penalty: 4271.350586
	Iteration 16Q: 3 clusters Score -794734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -794759.625000 Penalty: 4271.350586
	Iteration 17Q: 3 clusters Score -794759.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -794770.625000 Penalty: 4271.350586
	Iteration 18Q: 3 clusters Score -794770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -794781.500000 Penalty: 4271.350586
	Iteration 19Q: 3 clusters Score -794781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -794788.562500 Penalty: 4271.350586
	Iteration 20F: 3 clusters Score -794788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -794793.125000 Penalty: 4271.350586
	Iteration 21Q: 3 clusters Score -794793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -794796.812500 Penalty: 4271.350586
	Iteration 22Q: 3 clusters Score -794796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -794805.500000 Penalty: 4271.350586
	Iteration 23Q: 3 clusters Score -794805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -794810.875000 Penalty: 4271.350586
	Iteration 24Q: 3 clusters Score -794810.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -794820.000000 Penalty: 4271.350586
	Iteration 25Q: 3 clusters Score -794820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -794824.187500 Penalty: 4271.350586
	Iteration 26Q: 3 clusters Score -794824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -794828.062500 Penalty: 4271.350586
	Iteration 27Q: 3 clusters Score -794828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -794828.937500 Penalty: 4271.350586
	Iteration 28Q: 3 clusters Score -794828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -794830.625000 Penalty: 4271.350586
	Iteration 29Q: 3 clusters Score -794830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -794831.187500 Penalty: 4271.350586
	Iteration 30Q: 3 clusters Score -794831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -794833.062500 Penalty: 4271.350586
	Iteration 31Q: 3 clusters Score -794833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -794832.687500 Penalty: 4271.350586
	Iteration 32Q: 3 clusters Score -794832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -794833.812500 Penalty: 4271.350586
	Iteration 33Q: 3 clusters Score -794833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -794836.937500 Penalty: 4271.350586
	Iteration 34Q: 3 clusters Score -794836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -794839.312500 Penalty: 4271.350586
	Iteration 35Q: 3 clusters Score -794839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -794839.750000 Penalty: 4271.350586
	Iteration 36Q: 3 clusters Score -794839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -794840.312500 Penalty: 4271.350586
	Iteration 37Q: 3 clusters Score -794840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -794839.312500 Penalty: 4271.350586
	Iteration 38Q: 3 clusters Score -794839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -794842.187500 Penalty: 4271.350586
	Iteration 39Q: 3 clusters Score -794842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -794841.812500 Penalty: 4271.350586
	Iteration 40F: 3 clusters Score -794841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -794842.250000 Penalty: 4271.350586
	Iteration 41Q: 3 clusters Score -794842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -794842.250000 Penalty: 4271.350586
	Iteration 42F: 3 clusters Score -794842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -485693.687500 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -485693.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -482224.468750 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -482224.5 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -483259.937500 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -483259.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -484132.750000 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -484132.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -485149.375000 Penalty: 4036.728271
	Iteration 3F: 3 clusters Score -485149.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -485935.562500 Penalty: 4036.728271
	Iteration 4F: 3 clusters Score -485935.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -486441.812500 Penalty: 4036.728271
	Iteration 5F: 3 clusters Score -486441.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -486659.031250 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -486659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -486764.562500 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -486764.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -486836.937500 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -486836.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -486870.125000 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -486870.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -486886.812500 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -486886.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -486902.500000 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -486902.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -486917.062500 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -486917.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -486927.937500 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -486927.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -486940.000000 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -486940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -486949.343750 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -486949.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -486956.531250 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -486956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -486966.843750 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -486966.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -486975.687500 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -486975.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -486986.593750 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -486986.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -486995.468750 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -486995.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -487002.437500 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -487002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -487007.750000 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -487007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -487009.312500 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -487009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -487010.812500 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -487010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -487011.062500 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -487011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -487011.875000 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -487011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -487013.593750 Penalty: 4036.728271
	Iteration 27Q: 3 clusters Score -487013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -487014.781250 Penalty: 4036.728271
	Iteration 28Q: 3 clusters Score -487014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -487014.593750 Penalty: 4036.728271
	Iteration 29Q: 3 clusters Score -487014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -487015.500000 Penalty: 4036.728271
	Iteration 30Q: 3 clusters Score -487015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -487015.500000 Penalty: 4036.728271
	Iteration 31F: 3 clusters Score -487015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1968 members 
Entering Unmasked Estep 
Score: -70291600.000000 Penalty: 116621.156250
Splitting cluster 12 changes total score from -70287688.000000 to -70291600.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -106643.617188 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -106643.6 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 400 members 
Entering Unmasked Estep 
Score: -104850.015625 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -104850 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105101.609375 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -105101.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105188.679688 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -105188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105216.820312 Penalty: 3286.851807
	Iteration 3Q: 3 clusters Score -105216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105235.820312 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -105235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105266.179688 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -105266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105283.406250 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -105283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105312.734375 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -105312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105329.859375 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -105329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105349.492188 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -105349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -105357.523438 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -105357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105372.929688 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -105372.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105394.031250 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -105394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105404.890625 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -105404.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105416.453125 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -105416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105424.835938 Penalty: 3286.851807
	Iteration 15Q: 3 clusters Score -105424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105429.867188 Penalty: 3286.851807
	Iteration 16Q: 3 clusters Score -105429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105433.992188 Penalty: 3286.851807
	Iteration 17Q: 3 clusters Score -105434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105437.281250 Penalty: 3286.851807
	Iteration 18Q: 3 clusters Score -105437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105442.500000 Penalty: 3286.851807
	Iteration 19Q: 3 clusters Score -105442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105444.234375 Penalty: 3286.851807
	Iteration 20F: 3 clusters Score -105444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105445.093750 Penalty: 3286.851807
	Iteration 21Q: 3 clusters Score -105445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105445.093750 Penalty: 3286.851807
	Iteration 22F: 3 clusters Score -105445.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Entering Unmasked Estep 
Score: -4419187.000000 Penalty: 2550.976562
	Iteration 0F: 2 clusters Score -4419187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4399049.500000 Penalty: 5101.953125
	Iteration 0F: 3 clusters Score -4399050 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4406113.500000 Penalty: 5101.953125
	Iteration 1F: 3 clusters Score -4406114 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4406570.000000 Penalty: 5101.953125
	Iteration 2Q: 3 clusters Score -4406570 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4406979.000000 Penalty: 5101.953125
	Iteration 3Q: 3 clusters Score -4406979 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4407427.000000 Penalty: 5101.953125
	Iteration 4Q: 3 clusters Score -4407427 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4407975.000000 Penalty: 5101.953125
	Iteration 5Q: 3 clusters Score -4407975 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4408644.500000 Penalty: 5101.953125
	Iteration 6Q: 3 clusters Score -4408644 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4409606.000000 Penalty: 5101.953125
	Iteration 7F: 3 clusters Score -4409606 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4410757.000000 Penalty: 5101.953125
	Iteration 8F: 3 clusters Score -4410757 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4411915.000000 Penalty: 5101.953125
	Iteration 9F: 3 clusters Score -4411915 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4412972.000000 Penalty: 5101.953125
	Iteration 10F: 3 clusters Score -4412972 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4413755.500000 Penalty: 5101.953125
	Iteration 11Q: 3 clusters Score -4413756 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4414407.000000 Penalty: 5101.953125
	Iteration 12Q: 3 clusters Score -4414407 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4414958.500000 Penalty: 5101.953125
	Iteration 13Q: 3 clusters Score -4414958 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4415486.000000 Penalty: 5101.953125
	Iteration 14Q: 3 clusters Score -4415486 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4416000.000000 Penalty: 5101.953125
	Iteration 15Q: 3 clusters Score -4416000 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4416399.500000 Penalty: 5101.953125
	Iteration 16Q: 3 clusters Score -4416400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4416647.000000 Penalty: 5101.953125
	Iteration 17Q: 3 clusters Score -4416647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4416823.000000 Penalty: 5101.953125
	Iteration 18Q: 3 clusters Score -4416823 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4416927.500000 Penalty: 5101.953125
	Iteration 19Q: 3 clusters Score -4416928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4416981.500000 Penalty: 5101.953125
	Iteration 20F: 3 clusters Score -4416982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4417028.500000 Penalty: 5101.953125
	Iteration 21Q: 3 clusters Score -4417028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4417059.500000 Penalty: 5101.953125
	Iteration 22Q: 3 clusters Score -4417060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4417080.500000 Penalty: 5101.953125
	Iteration 23Q: 3 clusters Score -4417080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4417106.500000 Penalty: 5101.953125
	Iteration 24Q: 3 clusters Score -4417106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4417103.500000 Penalty: 5101.953125
	Iteration 25Q: 3 clusters Score -4417104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4417103.500000 Penalty: 5101.953125
	Iteration 26Q: 3 clusters Score -4417104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4417102.500000 Penalty: 5101.953125
	Iteration 27Q: 3 clusters Score -4417102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4417105.500000 Penalty: 5101.953125
	Iteration 28Q: 3 clusters Score -4417106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4417110.000000 Penalty: 5101.953125
	Iteration 29Q: 3 clusters Score -4417110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4417106.500000 Penalty: 5101.953125
	Iteration 30Q: 3 clusters Score -4417106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4417113.000000 Penalty: 5101.953125
	Iteration 31Q: 3 clusters Score -4417113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4417119.500000 Penalty: 5101.953125
	Iteration 32Q: 3 clusters Score -4417120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4417120.500000 Penalty: 5101.953125
	Iteration 33Q: 3 clusters Score -4417120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4417119.000000 Penalty: 5101.953125
	Iteration 34Q: 3 clusters Score -4417119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4417115.500000 Penalty: 5101.953125
	Iteration 35Q: 3 clusters Score -4417116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4417115.500000 Penalty: 5101.953125
	Iteration 36F: 3 clusters Score -4417116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Entering Unmasked Estep 
Score: -1356852.875000 Penalty: 2269.478027
	Iteration 0F: 2 clusters Score -1356853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1349604.750000 Penalty: 4538.956055
	Iteration 0F: 3 clusters Score -1349605 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1351940.750000 Penalty: 4538.956055
	Iteration 1F: 3 clusters Score -1351941 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1352509.125000 Penalty: 4538.956055
	Iteration 2F: 3 clusters Score -1352509 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1352886.250000 Penalty: 4538.956055
	Iteration 3F: 3 clusters Score -1352886 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1353199.625000 Penalty: 4538.956055
	Iteration 4F: 3 clusters Score -1353200 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1353518.375000 Penalty: 4538.956055
	Iteration 5F: 3 clusters Score -1353518 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1353859.875000 Penalty: 4538.956055
	Iteration 6F: 3 clusters Score -1353860 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1354213.750000 Penalty: 4538.956055
	Iteration 7Q: 3 clusters Score -1354214 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1354581.000000 Penalty: 4538.956055
	Iteration 8Q: 3 clusters Score -1354581 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1354925.625000 Penalty: 4538.956055
	Iteration 9Q: 3 clusters Score -1354926 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1355240.875000 Penalty: 4538.956055
	Iteration 10Q: 3 clusters Score -1355241 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1355468.250000 Penalty: 4538.956055
	Iteration 11Q: 3 clusters Score -1355468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1355587.125000 Penalty: 4538.956055
	Iteration 12Q: 3 clusters Score -1355587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1355678.750000 Penalty: 4538.956055
	Iteration 13Q: 3 clusters Score -1355679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1355738.125000 Penalty: 4538.956055
	Iteration 14Q: 3 clusters Score -1355738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1355782.750000 Penalty: 4538.956055
	Iteration 15Q: 3 clusters Score -1355783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1355813.875000 Penalty: 4538.956055
	Iteration 16Q: 3 clusters Score -1355814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1355850.875000 Penalty: 4538.956055
	Iteration 17Q: 3 clusters Score -1355851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1355876.875000 Penalty: 4538.956055
	Iteration 18Q: 3 clusters Score -1355877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1355888.125000 Penalty: 4538.956055
	Iteration 19Q: 3 clusters Score -1355888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1355908.375000 Penalty: 4538.956055
	Iteration 20F: 3 clusters Score -1355908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1355919.125000 Penalty: 4538.956055
	Iteration 21Q: 3 clusters Score -1355919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1355928.000000 Penalty: 4538.956055
	Iteration 22Q: 3 clusters Score -1355928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1355934.250000 Penalty: 4538.956055
	Iteration 23Q: 3 clusters Score -1355934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1355938.375000 Penalty: 4538.956055
	Iteration 24Q: 3 clusters Score -1355938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1355943.500000 Penalty: 4538.956055
	Iteration 25Q: 3 clusters Score -1355944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1355947.000000 Penalty: 4538.956055
	Iteration 26Q: 3 clusters Score -1355947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1355953.375000 Penalty: 4538.956055
	Iteration 27Q: 3 clusters Score -1355953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1355961.750000 Penalty: 4538.956055
	Iteration 28Q: 3 clusters Score -1355962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1355973.750000 Penalty: 4538.956055
	Iteration 29Q: 3 clusters Score -1355974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1355991.250000 Penalty: 4538.956055
	Iteration 30Q: 3 clusters Score -1355991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1355998.250000 Penalty: 4538.956055
	Iteration 31Q: 3 clusters Score -1355998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1356004.250000 Penalty: 4538.956055
	Iteration 32Q: 3 clusters Score -1356004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1356006.000000 Penalty: 4538.956055
	Iteration 33Q: 3 clusters Score -1356006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1356008.250000 Penalty: 4538.956055
	Iteration 34Q: 3 clusters Score -1356008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1356012.000000 Penalty: 4538.956055
	Iteration 35Q: 3 clusters Score -1356012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1356016.000000 Penalty: 4538.956055
	Iteration 36Q: 3 clusters Score -1356016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1356019.500000 Penalty: 4538.956055
	Iteration 37Q: 3 clusters Score -1356020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1356022.750000 Penalty: 4538.956055
	Iteration 38Q: 3 clusters Score -1356023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1356019.750000 Penalty: 4538.956055
	Iteration 39Q: 3 clusters Score -1356020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1356019.375000 Penalty: 4538.956055
	Iteration 40F: 3 clusters Score -1356019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1356021.375000 Penalty: 4538.956055
	Iteration 41Q: 3 clusters Score -1356021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1356021.375000 Penalty: 4538.956055
	Iteration 42F: 3 clusters Score -1356021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -658320.187500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -658320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -654149.000000 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -654149 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -655351.187500 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -655351.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -656035.125000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -656035.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -656655.687500 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -656655.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -657289.687500 Penalty: 4164.380859
	Iteration 4F: 3 clusters Score -657289.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -658059.000000 Penalty: 4164.380859
	Iteration 5F: 3 clusters Score -658059 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -658696.250000 Penalty: 4164.380859
	Iteration 6F: 3 clusters Score -658696.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -659041.687500 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -659041.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -659236.437500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -659236.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -659452.687500 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -659452.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -659634.312500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -659634.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -659713.562500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -659713.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -659737.000000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -659737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -659752.500000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -659752.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -659760.875000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -659760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -659765.250000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -659765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -659768.250000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -659768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -659770.562500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -659770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -659776.562500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -659776.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -659780.500000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -659780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -659780.437500 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -659780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1968 members 
Mstep: Class 37 contains 2270 members 
Entering Unmasked Estep 
Score: -70291976.000000 Penalty: 119860.632812
Splitting cluster 16 changes total score from -70287688.000000 to -70291976.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 17 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -1737371.625000 Penalty: 2319.385498
	Iteration 0F: 2 clusters Score -1737372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1728739.375000 Penalty: 4638.770996
	Iteration 0F: 3 clusters Score -1728739 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1731274.500000 Penalty: 4638.770996
	Iteration 1F: 3 clusters Score -1731274 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1731528.500000 Penalty: 4638.770996
	Iteration 2F: 3 clusters Score -1731528 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1731704.125000 Penalty: 4638.770996
	Iteration 3Q: 3 clusters Score -1731704 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1731837.000000 Penalty: 4638.770996
	Iteration 4Q: 3 clusters Score -1731837 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1731949.750000 Penalty: 4638.770996
	Iteration 5Q: 3 clusters Score -1731950 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1732059.750000 Penalty: 4638.770996
	Iteration 6Q: 3 clusters Score -1732060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1732186.125000 Penalty: 4638.770996
	Iteration 7Q: 3 clusters Score -1732186 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1732300.500000 Penalty: 4638.770996
	Iteration 8Q: 3 clusters Score -1732300 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1732413.000000 Penalty: 4638.770996
	Iteration 9Q: 3 clusters Score -1732413 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1732556.125000 Penalty: 4638.770996
	Iteration 10Q: 3 clusters Score -1732556 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1732751.250000 Penalty: 4638.770996
	Iteration 11Q: 3 clusters Score -1732751 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1733036.375000 Penalty: 4638.770996
	Iteration 12Q: 3 clusters Score -1733036 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1733380.500000 Penalty: 4638.770996
	Iteration 13Q: 3 clusters Score -1733380 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1733767.500000 Penalty: 4638.770996
	Iteration 14Q: 3 clusters Score -1733768 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1734131.500000 Penalty: 4638.770996
	Iteration 15Q: 3 clusters Score -1734132 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1734459.750000 Penalty: 4638.770996
	Iteration 16Q: 3 clusters Score -1734460 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1734712.000000 Penalty: 4638.770996
	Iteration 17Q: 3 clusters Score -1734712 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1734894.625000 Penalty: 4638.770996
	Iteration 18Q: 3 clusters Score -1734895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1735027.500000 Penalty: 4638.770996
	Iteration 19Q: 3 clusters Score -1735028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1735121.250000 Penalty: 4638.770996
	Iteration 20F: 3 clusters Score -1735121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1735186.125000 Penalty: 4638.770996
	Iteration 21Q: 3 clusters Score -1735186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1735229.000000 Penalty: 4638.770996
	Iteration 22Q: 3 clusters Score -1735229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1735251.875000 Penalty: 4638.770996
	Iteration 23Q: 3 clusters Score -1735252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1735277.875000 Penalty: 4638.770996
	Iteration 24Q: 3 clusters Score -1735278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1735293.750000 Penalty: 4638.770996
	Iteration 25Q: 3 clusters Score -1735294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1735303.250000 Penalty: 4638.770996
	Iteration 26Q: 3 clusters Score -1735303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1735311.875000 Penalty: 4638.770996
	Iteration 27Q: 3 clusters Score -1735312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1735315.625000 Penalty: 4638.770996
	Iteration 28Q: 3 clusters Score -1735316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1735321.750000 Penalty: 4638.770996
	Iteration 29Q: 3 clusters Score -1735322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1735324.500000 Penalty: 4638.770996
	Iteration 30Q: 3 clusters Score -1735324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1735324.500000 Penalty: 4638.770996
	Iteration 31F: 3 clusters Score -1735324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -1446319.750000 Penalty: 2272.303711
	Iteration 0F: 2 clusters Score -1446320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1438990.125000 Penalty: 4544.607422
	Iteration 0F: 3 clusters Score -1438990 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1441195.375000 Penalty: 4544.607422
	Iteration 1F: 3 clusters Score -1441195 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1441745.500000 Penalty: 4544.607422
	Iteration 2F: 3 clusters Score -1441746 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1442359.375000 Penalty: 4544.607422
	Iteration 3F: 3 clusters Score -1442359 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1443054.625000 Penalty: 4544.607422
	Iteration 4F: 3 clusters Score -1443055 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1443689.000000 Penalty: 4544.607422
	Iteration 5F: 3 clusters Score -1443689 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1444166.625000 Penalty: 4544.607422
	Iteration 6F: 3 clusters Score -1444167 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1444491.750000 Penalty: 4544.607422
	Iteration 7Q: 3 clusters Score -1444492 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1444689.375000 Penalty: 4544.607422
	Iteration 8Q: 3 clusters Score -1444689 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1444802.625000 Penalty: 4544.607422
	Iteration 9Q: 3 clusters Score -1444803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1444868.375000 Penalty: 4544.607422
	Iteration 10Q: 3 clusters Score -1444868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1444905.375000 Penalty: 4544.607422
	Iteration 11Q: 3 clusters Score -1444905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1444921.375000 Penalty: 4544.607422
	Iteration 12Q: 3 clusters Score -1444921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1444936.875000 Penalty: 4544.607422
	Iteration 13Q: 3 clusters Score -1444937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1444947.750000 Penalty: 4544.607422
	Iteration 14Q: 3 clusters Score -1444948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1444968.000000 Penalty: 4544.607422
	Iteration 15Q: 3 clusters Score -1444968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1444974.375000 Penalty: 4544.607422
	Iteration 16Q: 3 clusters Score -1444974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1444983.500000 Penalty: 4544.607422
	Iteration 17Q: 3 clusters Score -1444984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1444981.875000 Penalty: 4544.607422
	Iteration 18Q: 3 clusters Score -1444982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1444984.375000 Penalty: 4544.607422
	Iteration 19Q: 3 clusters Score -1444984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1444985.875000 Penalty: 4544.607422
	Iteration 20F: 3 clusters Score -1444986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1444984.750000 Penalty: 4544.607422
	Iteration 21Q: 3 clusters Score -1444985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1444984.875000 Penalty: 4544.607422
	Iteration 22Q: 3 clusters Score -1444985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1444984.875000 Penalty: 4544.607422
	Iteration 23F: 3 clusters Score -1444985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -96158.382812 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -96158.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94915.085938 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -94915.09 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -98336.078125 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -98336.08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -100959.578125 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -100959.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -102012.867188 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -102012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -102652.343750 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -102652.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -102858.757812 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -102858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -102901.593750 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -102901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -102942.140625 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -102942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -102942.140625 Penalty: 3399.236328
	Iteration 8F: 3 clusters Score -102942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1968 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 691 members 
Entering Unmasked Estep 
Score: -70297184.000000 Penalty: 123100.109375
Splitting cluster 19 changes total score from -70287688.000000 to -70297184.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (188982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Entering Unmasked Estep 
Score: -28840826.000000 Penalty: 3013.052979
	Iteration 0F: 2 clusters Score -2.884083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -28723172.000000 Penalty: 6026.105957
	Iteration 0F: 3 clusters Score -2.872317e+07 nChanged 90875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -28775998.000000 Penalty: 6026.105957
	Iteration 1F: 3 clusters Score -2.8776e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -28777228.000000 Penalty: 6026.105957
	Iteration 2Q: 3 clusters Score -2.877723e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -28779130.000000 Penalty: 6026.105957
	Iteration 3Q: 3 clusters Score -2.877913e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -28782302.000000 Penalty: 6026.105957
	Iteration 4Q: 3 clusters Score -2.87823e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -28788310.000000 Penalty: 6026.105957
	Iteration 5F: 3 clusters Score -2.878831e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -28797502.000000 Penalty: 6026.105957
	Iteration 6F: 3 clusters Score -2.87975e+07 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -28809366.000000 Penalty: 6026.105957
	Iteration 7F: 3 clusters Score -2.880937e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -28819488.000000 Penalty: 6026.105957
	Iteration 8F: 3 clusters Score -2.881949e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -28826288.000000 Penalty: 6026.105957
	Iteration 9Q: 3 clusters Score -2.882629e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -28830434.000000 Penalty: 6026.105957
	Iteration 10Q: 3 clusters Score -2.883043e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 179274 members 
Entering Unmasked Estep 
Score: -28833042.000000 Penalty: 6026.105957
	Iteration 11Q: 3 clusters Score -2.883304e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 182097 members 
Entering Unmasked Estep 
Score: -28834540.000000 Penalty: 6026.105957
	Iteration 12Q: 3 clusters Score -2.883454e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 184103 members 
Entering Unmasked Estep 
Score: -28835728.000000 Penalty: 6026.105957
	Iteration 13Q: 3 clusters Score -2.883573e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 185484 members 
Entering Unmasked Estep 
Score: -28836444.000000 Penalty: 6026.105957
	Iteration 14Q: 3 clusters Score -2.883644e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -28837090.000000 Penalty: 6026.105957
	Iteration 15Q: 3 clusters Score -2.883709e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 186981 members 
Entering Unmasked Estep 
Score: -28837376.000000 Penalty: 6026.105957
	Iteration 16Q: 3 clusters Score -2.883738e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 187373 members 
Entering Unmasked Estep 
Score: -28837536.000000 Penalty: 6026.105957
	Iteration 17Q: 3 clusters Score -2.883754e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 187639 members 
Entering Unmasked Estep 
Score: -28837734.000000 Penalty: 6026.105957
	Iteration 18Q: 3 clusters Score -2.883773e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 187824 members 
Entering Unmasked Estep 
Score: -28837886.000000 Penalty: 6026.105957
	Iteration 19Q: 3 clusters Score -2.883789e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 187944 members 
Entering Unmasked Estep 
Score: -28837956.000000 Penalty: 6026.105957
	Iteration 20F: 3 clusters Score -2.883796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 188023 members 
Entering Unmasked Estep 
Score: -28838032.000000 Penalty: 6026.105957
	Iteration 21Q: 3 clusters Score -2.883803e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 188074 members 
Entering Unmasked Estep 
Score: -28838086.000000 Penalty: 6026.105957
	Iteration 22Q: 3 clusters Score -2.883809e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -28838120.000000 Penalty: 6026.105957
	Iteration 23Q: 3 clusters Score -2.883812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 188142 members 
Entering Unmasked Estep 
Score: -28838124.000000 Penalty: 6026.105957
	Iteration 24Q: 3 clusters Score -2.883812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 188155 members 
Entering Unmasked Estep 
Score: -28838144.000000 Penalty: 6026.105957
	Iteration 25Q: 3 clusters Score -2.883814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 188172 members 
Entering Unmasked Estep 
Score: -28838142.000000 Penalty: 6026.105957
	Iteration 26Q: 3 clusters Score -2.883814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 188176 members 
Entering Unmasked Estep 
Score: -28838156.000000 Penalty: 6026.105957
	Iteration 27Q: 3 clusters Score -2.883816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 188182 members 
Entering Unmasked Estep 
Score: -28838162.000000 Penalty: 6026.105957
	Iteration 28Q: 3 clusters Score -2.883816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 188185 members 
Entering Unmasked Estep 
Score: -28838176.000000 Penalty: 6026.105957
	Iteration 29Q: 3 clusters Score -2.883818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 188193 members 
Entering Unmasked Estep 
Score: -28838162.000000 Penalty: 6026.105957
	Iteration 30Q: 3 clusters Score -2.883816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -28838154.000000 Penalty: 6026.105957
	Iteration 31Q: 3 clusters Score -2.883815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 188203 members 
Entering Unmasked Estep 
Score: -28838150.000000 Penalty: 6026.105957
	Iteration 32Q: 3 clusters Score -2.883815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 188208 members 
Entering Unmasked Estep 
Score: -28838154.000000 Penalty: 6026.105957
	Iteration 33Q: 3 clusters Score -2.883815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 188215 members 
Entering Unmasked Estep 
Score: -28838176.000000 Penalty: 6026.105957
	Iteration 34Q: 3 clusters Score -2.883818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -28838172.000000 Penalty: 6026.105957
	Iteration 35Q: 3 clusters Score -2.883817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -28838170.000000 Penalty: 6026.105957
	Iteration 36Q: 3 clusters Score -2.883817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 188239 members 
Entering Unmasked Estep 
Score: -28838154.000000 Penalty: 6026.105957
	Iteration 37Q: 3 clusters Score -2.883815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 188244 members 
Entering Unmasked Estep 
Score: -28838158.000000 Penalty: 6026.105957
	Iteration 38Q: 3 clusters Score -2.883816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 188252 members 
Entering Unmasked Estep 
Score: -28838152.000000 Penalty: 6026.105957
	Iteration 39Q: 3 clusters Score -2.883815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 188258 members 
Entering Unmasked Estep 
Score: -28838158.000000 Penalty: 6026.105957
	Iteration 40F: 3 clusters Score -2.883816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 188263 members 
Entering Unmasked Estep 
Score: -28838166.000000 Penalty: 6026.105957
	Iteration 41Q: 3 clusters Score -2.883817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 188268 members 
Entering Unmasked Estep 
Score: -28838158.000000 Penalty: 6026.105957
	Iteration 42Q: 3 clusters Score -2.883816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 188272 members 
Entering Unmasked Estep 
Score: -28838170.000000 Penalty: 6026.105957
	Iteration 43Q: 3 clusters Score -2.883817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 188273 members 
Entering Unmasked Estep 
Score: -28838170.000000 Penalty: 6026.105957
	Iteration 44Q: 3 clusters Score -2.883817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -28838166.000000 Penalty: 6026.105957
	Iteration 45Q: 3 clusters Score -2.883817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -28838166.000000 Penalty: 6026.105957
	Iteration 46F: 3 clusters Score -2.883817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -88223.054688 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -88223.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86612.515625 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -86612.52 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86843.078125 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -86843.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86963.953125 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -86963.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -87061.984375 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -87061.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -87168.851562 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -87168.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -87334.445312 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -87334.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -87577.125000 Penalty: 3216.379150
	Iteration 6F: 3 clusters Score -87577.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -87705.054688 Penalty: 3216.379150
	Iteration 7F: 3 clusters Score -87705.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -87790.992188 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -87790.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -87873.359375 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -87873.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -87960.828125 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -87960.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -88026.656250 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -88026.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -88048.218750 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -88048.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -88052.164062 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -88052.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -88054.804688 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -88054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -88057.226562 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -88057.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -88057.226562 Penalty: 3216.379150
	Iteration 16F: 3 clusters Score -88057.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -74375.562500 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -74375.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72814.906250 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -72814.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73248.328125 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -73248.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73514.039062 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -73514.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73753.734375 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -73753.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74098.476562 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -74098.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74298.296875 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -74298.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74457.031250 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -74457.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74641.320312 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -74641.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74704.781250 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -74704.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74775.656250 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -74775.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74914.351562 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -74914.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75089.445312 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -75089.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75235.726562 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -75235.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75256.882812 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -75256.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75294.312500 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -75294.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75335.968750 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -75335.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75445.085938 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -75445.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75571.054688 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -75571.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75858.398438 Penalty: 3157.769287
	Iteration 18Q: 3 clusters Score -75858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75858.398438 Penalty: 3157.769287
	Iteration 19F: 3 clusters Score -75858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1968 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 691 members 
Mstep: Class 39 contains 277 members 
Entering Unmasked Estep 
Score: -70297000.000000 Penalty: 126339.585938
Splitting cluster 22 changes total score from -70287688.000000 to -70297000.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -92778.851562 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -92778.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91309.945312 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -91309.95 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91795.921875 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -91795.92 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92202.500000 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -92202.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92559.648438 Penalty: 3296.609619
	Iteration 3F: 3 clusters Score -92559.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -92907.718750 Penalty: 3296.609619
	Iteration 4F: 3 clusters Score -92907.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93056.554688 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -93056.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93196.757812 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -93196.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93257.039062 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -93257.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -93313.796875 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -93313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93347.671875 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -93347.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -93367.828125 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -93367.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93394.421875 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -93394.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93404.656250 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -93404.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93410.640625 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -93410.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93412.296875 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -93412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93413.171875 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -93413.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93418.656250 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -93418.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93424.187500 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -93424.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93426.312500 Penalty: 3296.609619
	Iteration 18Q: 3 clusters Score -93426.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93432.062500 Penalty: 3296.609619
	Iteration 19F: 3 clusters Score -93432.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93497.625000 Penalty: 3296.609619
	Iteration 20F: 3 clusters Score -93497.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93513.546875 Penalty: 3296.609619
	Iteration 21Q: 3 clusters Score -93513.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93517.914062 Penalty: 3296.609619
	Iteration 22Q: 3 clusters Score -93517.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93517.914062 Penalty: 3296.609619
	Iteration 23F: 3 clusters Score -93517.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1720 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1968 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 691 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 264 members 
Entering Unmasked Estep 
Score: -70296144.000000 Penalty: 129579.062500
Splitting cluster 24 changes total score from -70287688.000000 to -70296144.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -33117.710938 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -33117.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32009.275391 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -32009.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32183.326172 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -32183.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32224.832031 Penalty: 2808.828369
	Iteration 2Q: 3 clusters Score -32224.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32234.753906 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -32234.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32237.056641 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -32237.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32237.056641 Penalty: 2808.828369
	Iteration 5F: 3 clusters Score -32237.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -95242.125000 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -95242.12 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 354 members 
Entering Unmasked Estep 
Score: -93639.914062 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -93639.91 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93876.507812 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -93876.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93988.140625 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -93988.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -94078.835938 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -94078.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94132.562500 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -94132.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94229.929688 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -94229.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94373.281250 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -94373.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -94479.257812 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -94479.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94576.765625 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -94576.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -94643.421875 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -94643.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -94722.898438 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -94722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -94756.500000 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -94756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -94779.421875 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -94779.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -94792.945312 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -94792.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -94795.125000 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -94795.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -94804.875000 Penalty: 3270.829102
	Iteration 15F: 3 clusters Score -94804.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -94820.132812 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -94820.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94821.375000 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -94821.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94821.375000 Penalty: 3270.829102
	Iteration 18F: 3 clusters Score -94821.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -314540.093750 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -314540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311863.562500 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -311863.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -312387.531250 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -312387.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -312556.750000 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -312556.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -312679.718750 Penalty: 3794.955566
	Iteration 3F: 3 clusters Score -312679.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312770.375000 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -312770.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -312851.375000 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -312851.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -312918.531250 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -312918.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -312964.531250 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -312964.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -313010.593750 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -313010.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -313081.812500 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -313081.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -313183.343750 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -313183.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -313270.812500 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -313270.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -313349.031250 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -313349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -313436.500000 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -313436.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -313501.906250 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -313501.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -313542.625000 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -313542.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -313566.875000 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -313566.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -313592.937500 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -313592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313610.875000 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -313610.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -313622.000000 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -313622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -313625.437500 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -313625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -313629.125000 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -313629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -313631.187500 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -313631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -313633.093750 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -313633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -313633.281250 Penalty: 3794.955566
	Iteration 24Q: 3 clusters Score -313633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -313633.281250 Penalty: 3794.955566
	Iteration 25F: 3 clusters Score -313633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -20288.662109 Penalty: 1249.164185
	Iteration 0F: 2 clusters Score -20288.66 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 78 members 
Entering Unmasked Estep 
Score: -19269.802734 Penalty: 2498.328369
	Iteration 0F: 3 clusters Score -19269.8 nChanged 11
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: -19338.900391 Penalty: 2498.328369
	Iteration 1F: 3 clusters Score -19338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -284523.375000 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -284523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -281917.593750 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -281917.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282428.781250 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -282428.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282567.500000 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -282567.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282670.406250 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -282670.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -282758.531250 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -282758.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -282836.906250 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -282836.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282891.687500 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -282891.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -282940.093750 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -282940.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -282990.750000 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -282990.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -283040.156250 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -283040.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -283083.812500 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -283083.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -283137.875000 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -283137.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -283184.156250 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -283184.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -283242.781250 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -283242.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -283290.093750 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -283290.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -283348.968750 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -283349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -283399.875000 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -283399.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -283450.843750 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -283450.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -283505.281250 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -283505.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -283556.562500 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -283556.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -283595.000000 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -283595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -283617.937500 Penalty: 3759.267334
	Iteration 21Q: 3 clusters Score -283617.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283633.656250 Penalty: 3759.267334
	Iteration 22Q: 3 clusters Score -283633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -283649.687500 Penalty: 3759.267334
	Iteration 23Q: 3 clusters Score -283649.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -283671.625000 Penalty: 3759.267334
	Iteration 24Q: 3 clusters Score -283671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283692.343750 Penalty: 3759.267334
	Iteration 25Q: 3 clusters Score -283692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -283706.218750 Penalty: 3759.267334
	Iteration 26Q: 3 clusters Score -283706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -283713.000000 Penalty: 3759.267334
	Iteration 27Q: 3 clusters Score -283713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -283718.812500 Penalty: 3759.267334
	Iteration 28Q: 3 clusters Score -283718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -283720.437500 Penalty: 3759.267334
	Iteration 29Q: 3 clusters Score -283720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -283720.437500 Penalty: 3759.267334
	Iteration 30F: 3 clusters Score -283720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -225887.890625 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -225887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -223552.968750 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -223553 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -224131.453125 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -224131.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -224371.265625 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -224371.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224558.593750 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -224558.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -224756.875000 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -224756.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225139.296875 Penalty: 3695.239502
	Iteration 5F: 3 clusters Score -225139.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -225664.562500 Penalty: 3695.239502
	Iteration 6F: 3 clusters Score -225664.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -226140.843750 Penalty: 3695.239502
	Iteration 7F: 3 clusters Score -226140.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -226461.640625 Penalty: 3695.239502
	Iteration 8F: 3 clusters Score -226461.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -226620.984375 Penalty: 3695.239502
	Iteration 9F: 3 clusters Score -226621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226747.453125 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -226747.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -226850.328125 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -226850.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -226921.890625 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -226921.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -226981.625000 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -226981.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -227048.984375 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -227049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -227088.046875 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -227088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -227132.312500 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -227132.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -227200.593750 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -227200.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -227232.984375 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -227233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -227257.859375 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -227257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -227271.609375 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -227271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -227281.546875 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -227281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -227284.093750 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -227284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -227292.453125 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -227292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -227295.562500 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -227295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -227295.562500 Penalty: 3695.239502
	Iteration 25F: 3 clusters Score -227295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 38289 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 68021 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1968 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 691 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 264 members 
Mstep: Class 41 contains 522 members 
Entering Unmasked Estep 
Score: -70296136.000000 Penalty: 132818.546875
Splitting cluster 30 changes total score from -70287688.000000 to -70296136.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (38289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Entering Unmasked Estep 
Score: -5823621.500000 Penalty: 2617.123535
	Iteration 0F: 2 clusters Score -5823622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5797567.000000 Penalty: 5234.247070
	Iteration 0F: 3 clusters Score -5797567 nChanged 17448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5807251.000000 Penalty: 5234.247070
	Iteration 1F: 3 clusters Score -5807251 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5807842.000000 Penalty: 5234.247070
	Iteration 2Q: 3 clusters Score -5807842 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -5808454.000000 Penalty: 5234.247070
	Iteration 3Q: 3 clusters Score -5808454 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5809133.000000 Penalty: 5234.247070
	Iteration 4Q: 3 clusters Score -5809133 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5809971.500000 Penalty: 5234.247070
	Iteration 5Q: 3 clusters Score -5809972 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -5810981.500000 Penalty: 5234.247070
	Iteration 6Q: 3 clusters Score -5810982 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5812038.500000 Penalty: 5234.247070
	Iteration 7F: 3 clusters Score -5812038 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5813331.000000 Penalty: 5234.247070
	Iteration 8F: 3 clusters Score -5813331 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5814659.500000 Penalty: 5234.247070
	Iteration 9F: 3 clusters Score -5814660 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5815974.000000 Penalty: 5234.247070
	Iteration 10F: 3 clusters Score -5815974 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5817150.500000 Penalty: 5234.247070
	Iteration 11Q: 3 clusters Score -5817150 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5818023.000000 Penalty: 5234.247070
	Iteration 12Q: 3 clusters Score -5818023 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5818581.500000 Penalty: 5234.247070
	Iteration 13Q: 3 clusters Score -5818582 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5818924.000000 Penalty: 5234.247070
	Iteration 14Q: 3 clusters Score -5818924 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5819127.000000 Penalty: 5234.247070
	Iteration 15Q: 3 clusters Score -5819127 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5819264.000000 Penalty: 5234.247070
	Iteration 16Q: 3 clusters Score -5819264 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5819374.000000 Penalty: 5234.247070
	Iteration 17Q: 3 clusters Score -5819374 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -5819438.000000 Penalty: 5234.247070
	Iteration 18Q: 3 clusters Score -5819438 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -5819495.000000 Penalty: 5234.247070
	Iteration 19Q: 3 clusters Score -5819495 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5819580.000000 Penalty: 5234.247070
	Iteration 20F: 3 clusters Score -5819580 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -5819628.000000 Penalty: 5234.247070
	Iteration 21Q: 3 clusters Score -5819628 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -5819680.000000 Penalty: 5234.247070
	Iteration 22Q: 3 clusters Score -5819680 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5819704.000000 Penalty: 5234.247070
	Iteration 23Q: 3 clusters Score -5819704 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -5819733.500000 Penalty: 5234.247070
	Iteration 24Q: 3 clusters Score -5819734 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5819749.000000 Penalty: 5234.247070
	Iteration 25Q: 3 clusters Score -5819749 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5819795.000000 Penalty: 5234.247070
	Iteration 26Q: 3 clusters Score -5819795 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5819827.500000 Penalty: 5234.247070
	Iteration 27Q: 3 clusters Score -5819828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5819834.500000 Penalty: 5234.247070
	Iteration 28Q: 3 clusters Score -5819834 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -5819842.500000 Penalty: 5234.247070
	Iteration 29Q: 3 clusters Score -5819842 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5819871.500000 Penalty: 5234.247070
	Iteration 30Q: 3 clusters Score -5819872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -5819885.500000 Penalty: 5234.247070
	Iteration 31Q: 3 clusters Score -5819886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -5819905.500000 Penalty: 5234.247070
	Iteration 32Q: 3 clusters Score -5819906 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -5819910.000000 Penalty: 5234.247070
	Iteration 33Q: 3 clusters Score -5819910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -5819907.000000 Penalty: 5234.247070
	Iteration 34Q: 3 clusters Score -5819907 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -5819903.000000 Penalty: 5234.247070
	Iteration 35Q: 3 clusters Score -5819903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5819915.500000 Penalty: 5234.247070
	Iteration 36Q: 3 clusters Score -5819916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -5819928.500000 Penalty: 5234.247070
	Iteration 37Q: 3 clusters Score -5819928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -5819945.500000 Penalty: 5234.247070
	Iteration 38Q: 3 clusters Score -5819946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -5819962.500000 Penalty: 5234.247070
	Iteration 39Q: 3 clusters Score -5819962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5819961.000000 Penalty: 5234.247070
	Iteration 40F: 3 clusters Score -5819961 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5819971.500000 Penalty: 5234.247070
	Iteration 41Q: 3 clusters Score -5819972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -5819977.000000 Penalty: 5234.247070
	Iteration 42Q: 3 clusters Score -5819977 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5819992.500000 Penalty: 5234.247070
	Iteration 43Q: 3 clusters Score -5819992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5819991.500000 Penalty: 5234.247070
	Iteration 44Q: 3 clusters Score -5819992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -5819998.000000 Penalty: 5234.247070
	Iteration 45Q: 3 clusters Score -5819998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -5820035.500000 Penalty: 5234.247070
	Iteration 46Q: 3 clusters Score -5820036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5820042.500000 Penalty: 5234.247070
	Iteration 47Q: 3 clusters Score -5820042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -5820060.000000 Penalty: 5234.247070
	Iteration 48Q: 3 clusters Score -5820060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5820078.000000 Penalty: 5234.247070
	Iteration 49Q: 3 clusters Score -5820078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5820099.500000 Penalty: 5234.247070
	Iteration 50Q: 3 clusters Score -5820100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -5820113.500000 Penalty: 5234.247070
	Iteration 51Q: 3 clusters Score -5820114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -5820117.500000 Penalty: 5234.247070
	Iteration 52Q: 3 clusters Score -5820118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -5820129.000000 Penalty: 5234.247070
	Iteration 53Q: 3 clusters Score -5820129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -5820154.500000 Penalty: 5234.247070
	Iteration 54Q: 3 clusters Score -5820154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -5820173.000000 Penalty: 5234.247070
	Iteration 55Q: 3 clusters Score -5820173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5820181.000000 Penalty: 5234.247070
	Iteration 56Q: 3 clusters Score -5820181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5820187.500000 Penalty: 5234.247070
	Iteration 57Q: 3 clusters Score -5820188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5820194.000000 Penalty: 5234.247070
	Iteration 58Q: 3 clusters Score -5820194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5820198.500000 Penalty: 5234.247070
	Iteration 59Q: 3 clusters Score -5820198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5820223.500000 Penalty: 5234.247070
	Iteration 60F: 3 clusters Score -5820224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5820240.000000 Penalty: 5234.247070
	Iteration 61Q: 3 clusters Score -5820240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5820271.000000 Penalty: 5234.247070
	Iteration 62Q: 3 clusters Score -5820271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -5820296.500000 Penalty: 5234.247070
	Iteration 63Q: 3 clusters Score -5820296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5820295.500000 Penalty: 5234.247070
	Iteration 64Q: 3 clusters Score -5820296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5820301.000000 Penalty: 5234.247070
	Iteration 65Q: 3 clusters Score -5820301 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -5820310.500000 Penalty: 5234.247070
	Iteration 66Q: 3 clusters Score -5820310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5820314.000000 Penalty: 5234.247070
	Iteration 67Q: 3 clusters Score -5820314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -5820312.500000 Penalty: 5234.247070
	Iteration 68Q: 3 clusters Score -5820312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5820319.000000 Penalty: 5234.247070
	Iteration 69Q: 3 clusters Score -5820319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -5820326.500000 Penalty: 5234.247070
	Iteration 70Q: 3 clusters Score -5820326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5820338.000000 Penalty: 5234.247070
	Iteration 71Q: 3 clusters Score -5820338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -5820339.500000 Penalty: 5234.247070
	Iteration 72Q: 3 clusters Score -5820340 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -5820350.000000 Penalty: 5234.247070
	Iteration 73Q: 3 clusters Score -5820350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5820379.500000 Penalty: 5234.247070
	Iteration 74Q: 3 clusters Score -5820380 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5820398.000000 Penalty: 5234.247070
	Iteration 75Q: 3 clusters Score -5820398 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -5820429.500000 Penalty: 5234.247070
	Iteration 76Q: 3 clusters Score -5820430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5820470.500000 Penalty: 5234.247070
	Iteration 77Q: 3 clusters Score -5820470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5820467.500000 Penalty: 5234.247070
	Iteration 78Q: 3 clusters Score -5820468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5820488.000000 Penalty: 5234.247070
	Iteration 79Q: 3 clusters Score -5820488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5820524.000000 Penalty: 5234.247070
	Iteration 80F: 3 clusters Score -5820524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -5820551.500000 Penalty: 5234.247070
	Iteration 81Q: 3 clusters Score -5820552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5820579.000000 Penalty: 5234.247070
	Iteration 82Q: 3 clusters Score -5820579 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5820602.500000 Penalty: 5234.247070
	Iteration 83Q: 3 clusters Score -5820602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -5820628.500000 Penalty: 5234.247070
	Iteration 84Q: 3 clusters Score -5820628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5820658.500000 Penalty: 5234.247070
	Iteration 85Q: 3 clusters Score -5820658 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -5820672.500000 Penalty: 5234.247070
	Iteration 86Q: 3 clusters Score -5820672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -5820701.500000 Penalty: 5234.247070
	Iteration 87Q: 3 clusters Score -5820702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -5820715.500000 Penalty: 5234.247070
	Iteration 88Q: 3 clusters Score -5820716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5820748.000000 Penalty: 5234.247070
	Iteration 89Q: 3 clusters Score -5820748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5820770.500000 Penalty: 5234.247070
	Iteration 90Q: 3 clusters Score -5820770 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5820792.500000 Penalty: 5234.247070
	Iteration 91Q: 3 clusters Score -5820792 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5820827.500000 Penalty: 5234.247070
	Iteration 92Q: 3 clusters Score -5820828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5820841.000000 Penalty: 5234.247070
	Iteration 93Q: 3 clusters Score -5820841 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5820883.000000 Penalty: 5234.247070
	Iteration 94Q: 3 clusters Score -5820883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5820915.000000 Penalty: 5234.247070
	Iteration 95Q: 3 clusters Score -5820915 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5820956.500000 Penalty: 5234.247070
	Iteration 96Q: 3 clusters Score -5820956 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5821006.000000 Penalty: 5234.247070
	Iteration 97Q: 3 clusters Score -5821006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5821047.500000 Penalty: 5234.247070
	Iteration 98Q: 3 clusters Score -5821048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5821076.500000 Penalty: 5234.247070
	Iteration 99Q: 3 clusters Score -5821076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5821105.000000 Penalty: 5234.247070
	Iteration 100F: 3 clusters Score -5821105 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5821139.000000 Penalty: 5234.247070
	Iteration 101Q: 3 clusters Score -5821139 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5821144.500000 Penalty: 5234.247070
	Iteration 102Q: 3 clusters Score -5821144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5821162.500000 Penalty: 5234.247070
	Iteration 103Q: 3 clusters Score -5821162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5821191.000000 Penalty: 5234.247070
	Iteration 104Q: 3 clusters Score -5821191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5821215.500000 Penalty: 5234.247070
	Iteration 105Q: 3 clusters Score -5821216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5821232.000000 Penalty: 5234.247070
	Iteration 106Q: 3 clusters Score -5821232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5821245.500000 Penalty: 5234.247070
	Iteration 107Q: 3 clusters Score -5821246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5821283.500000 Penalty: 5234.247070
	Iteration 108Q: 3 clusters Score -5821284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5821303.000000 Penalty: 5234.247070
	Iteration 109Q: 3 clusters Score -5821303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5821329.000000 Penalty: 5234.247070
	Iteration 110Q: 3 clusters Score -5821329 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5821355.000000 Penalty: 5234.247070
	Iteration 111Q: 3 clusters Score -5821355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5821370.500000 Penalty: 5234.247070
	Iteration 112Q: 3 clusters Score -5821370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5821372.500000 Penalty: 5234.247070
	Iteration 113Q: 3 clusters Score -5821372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5821382.500000 Penalty: 5234.247070
	Iteration 114Q: 3 clusters Score -5821382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5821388.000000 Penalty: 5234.247070
	Iteration 115Q: 3 clusters Score -5821388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5821402.000000 Penalty: 5234.247070
	Iteration 116Q: 3 clusters Score -5821402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5821410.000000 Penalty: 5234.247070
	Iteration 117Q: 3 clusters Score -5821410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5821421.500000 Penalty: 5234.247070
	Iteration 118Q: 3 clusters Score -5821422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5821427.000000 Penalty: 5234.247070
	Iteration 119Q: 3 clusters Score -5821427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5821447.500000 Penalty: 5234.247070
	Iteration 120F: 3 clusters Score -5821448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5821484.500000 Penalty: 5234.247070
	Iteration 121Q: 3 clusters Score -5821484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5821519.500000 Penalty: 5234.247070
	Iteration 122Q: 3 clusters Score -5821520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5821565.000000 Penalty: 5234.247070
	Iteration 123Q: 3 clusters Score -5821565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5821601.000000 Penalty: 5234.247070
	Iteration 124Q: 3 clusters Score -5821601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5821640.000000 Penalty: 5234.247070
	Iteration 125Q: 3 clusters Score -5821640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5821681.000000 Penalty: 5234.247070
	Iteration 126Q: 3 clusters Score -5821681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5821734.500000 Penalty: 5234.247070
	Iteration 127Q: 3 clusters Score -5821734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5821755.500000 Penalty: 5234.247070
	Iteration 128Q: 3 clusters Score -5821756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5821803.500000 Penalty: 5234.247070
	Iteration 129Q: 3 clusters Score -5821804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5821846.500000 Penalty: 5234.247070
	Iteration 130Q: 3 clusters Score -5821846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5821854.500000 Penalty: 5234.247070
	Iteration 131Q: 3 clusters Score -5821854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5821892.500000 Penalty: 5234.247070
	Iteration 132Q: 3 clusters Score -5821892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5821906.500000 Penalty: 5234.247070
	Iteration 133Q: 3 clusters Score -5821906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5821930.500000 Penalty: 5234.247070
	Iteration 134Q: 3 clusters Score -5821930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5821946.000000 Penalty: 5234.247070
	Iteration 135Q: 3 clusters Score -5821946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5821962.000000 Penalty: 5234.247070
	Iteration 136Q: 3 clusters Score -5821962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5821969.500000 Penalty: 5234.247070
	Iteration 137Q: 3 clusters Score -5821970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5821973.500000 Penalty: 5234.247070
	Iteration 138Q: 3 clusters Score -5821974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5821978.500000 Penalty: 5234.247070
	Iteration 139Q: 3 clusters Score -5821978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5821982.500000 Penalty: 5234.247070
	Iteration 140F: 3 clusters Score -5821982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5821991.000000 Penalty: 5234.247070
	Iteration 141Q: 3 clusters Score -5821991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5821995.000000 Penalty: 5234.247070
	Iteration 142Q: 3 clusters Score -5821995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5821986.000000 Penalty: 5234.247070
	Iteration 143Q: 3 clusters Score -5821986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5821989.500000 Penalty: 5234.247070
	Iteration 144Q: 3 clusters Score -5821990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5821987.500000 Penalty: 5234.247070
	Iteration 145Q: 3 clusters Score -5821988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5821994.500000 Penalty: 5234.247070
	Iteration 146Q: 3 clusters Score -5821994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5821992.500000 Penalty: 5234.247070
	Iteration 147Q: 3 clusters Score -5821992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5821993.000000 Penalty: 5234.247070
	Iteration 148Q: 3 clusters Score -5821993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5821994.000000 Penalty: 5234.247070
	Iteration 149Q: 3 clusters Score -5821994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5821992.000000 Penalty: 5234.247070
	Iteration 150Q: 3 clusters Score -5821992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5821997.000000 Penalty: 5234.247070
	Iteration 151Q: 3 clusters Score -5821997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5821994.000000 Penalty: 5234.247070
	Iteration 152Q: 3 clusters Score -5821994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5821994.500000 Penalty: 5234.247070
	Iteration 153Q: 3 clusters Score -5821994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5821995.000000 Penalty: 5234.247070
	Iteration 154Q: 3 clusters Score -5821995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5821997.500000 Penalty: 5234.247070
	Iteration 155Q: 3 clusters Score -5821998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5821997.500000 Penalty: 5234.247070
	Iteration 156F: 3 clusters Score -5821998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 52018 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 38289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299368.000000 Penalty: 132818.546875
Iteration 79Q: 42 clusters Score -7.029937e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 52165 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 19093 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 5527 members 
Mstep: Class 12 contains 1478 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29400 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 9547 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 190702 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 612 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1959 members 
Mstep: Class 30 contains 1186 members 
Mstep: Class 31 contains 38250 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 65592 members 
Mstep: Class 34 contains 303 members 
Mstep: Class 35 contains 255 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 2260 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305960.000000 Penalty: 132818.546875
Iteration 80F: 42 clusters Score -7.030596e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 51867 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 19083 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 5386 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 29546 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 11514 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 190088 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 284 members 
Mstep: Class 26 contains 652 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 1974 members 
Mstep: Class 30 contains 1137 members 
Mstep: Class 31 contains 38102 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 66520 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 2232 members 
Mstep: Class 37 contains 2280 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 258 members 
Mstep: Class 41 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310848.000000 Penalty: 132818.546875
Iteration 81Q: 42 clusters Score -7.031085e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 51614 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 402 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29637 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 189670 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 620 members 
Mstep: Class 25 contains 283 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2067 members 
Mstep: Class 28 contains 153 members 
Mstep: Class 29 contains 1988 members 
Mstep: Class 30 contains 1131 members 
Mstep: Class 31 contains 37970 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 67048 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 283 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 856 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 260 members 
Mstep: Class 41 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70313008.000000 Penalty: 132818.546875
Iteration 82Q: 42 clusters Score -7.031301e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 51372 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 19339 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 377 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29696 members 
Mstep: Class 15 contains 9440 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 11468 members 
Mstep: Class 18 contains 9558 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 189299 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 331 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 151 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 37841 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 67528 members 
Mstep: Class 34 contains 349 members 
Mstep: Class 35 contains 290 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 867 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 265 members 
Mstep: Class 41 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70314024.000000 Penalty: 132818.546875
Iteration 83Q: 42 clusters Score -7.031402e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 51141 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19460 members 
Mstep: Class 6 contains 4893 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 11457 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 188898 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 638 members 
Mstep: Class 25 contains 270 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 37752 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 68038 members 
Mstep: Class 34 contains 357 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 272 members 
Mstep: Class 41 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70314512.000000 Penalty: 132818.546875
Iteration 84Q: 42 clusters Score -7.031451e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 50956 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19576 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29766 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 11449 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 188551 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 647 members 
Mstep: Class 25 contains 268 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2058 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 1149 members 
Mstep: Class 31 contains 37673 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 68486 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315040.000000 Penalty: 132818.546875
Iteration 85Q: 42 clusters Score -7.031504e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 50779 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19681 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 11443 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 188260 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2003 members 
Mstep: Class 30 contains 1151 members 
Mstep: Class 31 contains 37620 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 68853 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 278 members 
Mstep: Class 41 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315360.000000 Penalty: 132818.546875
Iteration 86Q: 42 clusters Score -7.031536e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 50613 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19747 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 11452 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 187985 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2000 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37564 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 69254 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 278 members 
Mstep: Class 41 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315656.000000 Penalty: 132818.546875
Iteration 87Q: 42 clusters Score -7.031566e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 50446 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19804 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29765 members 
Mstep: Class 15 contains 9475 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 11452 members 
Mstep: Class 18 contains 9591 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 187741 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2058 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2000 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37519 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 69639 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 2297 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315968.000000 Penalty: 132818.546875
Iteration 88Q: 42 clusters Score -7.031597e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 50311 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19856 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29747 members 
Mstep: Class 15 contains 9478 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 9596 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 187519 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2003 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 37467 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 69979 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 2300 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316104.000000 Penalty: 132818.546875
Iteration 89Q: 42 clusters Score -7.03161e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 50194 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19908 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29735 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11470 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 187238 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37411 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 70357 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 2303 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316712.000000 Penalty: 132818.546875
Iteration 90Q: 42 clusters Score -7.031671e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 50082 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29724 members 
Mstep: Class 15 contains 9477 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 9602 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 187029 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37371 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 70702 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 2307 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317008.000000 Penalty: 132818.546875
Iteration 91Q: 42 clusters Score -7.031701e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 49984 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29709 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11467 members 
Mstep: Class 18 contains 9604 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 186818 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37329 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 71030 members 
Mstep: Class 34 contains 369 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2310 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317120.000000 Penalty: 132818.546875
Iteration 92Q: 42 clusters Score -7.031712e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 49880 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19997 members 
Mstep: Class 6 contains 4972 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29695 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11472 members 
Mstep: Class 18 contains 9608 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 186576 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37300 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 71365 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317288.000000 Penalty: 132818.546875
Iteration 93Q: 42 clusters Score -7.031729e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 49783 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29685 members 
Mstep: Class 15 contains 9475 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11476 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 186361 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37276 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 71646 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317504.000000 Penalty: 132818.546875
Iteration 94Q: 42 clusters Score -7.03175e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 49695 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20029 members 
Mstep: Class 6 contains 4998 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29669 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11482 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 186195 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 149 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37267 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 71913 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317760.000000 Penalty: 132818.546875
Iteration 95Q: 42 clusters Score -7.031776e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 49611 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20039 members 
Mstep: Class 6 contains 5017 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 29651 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 186029 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37256 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 72168 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 2312 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318064.000000 Penalty: 132818.546875
Iteration 96Q: 42 clusters Score -7.031806e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 49548 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20046 members 
Mstep: Class 6 contains 5039 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29631 members 
Mstep: Class 15 contains 9451 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 185889 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 667 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37249 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 72384 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 2311 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 880 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318192.000000 Penalty: 132818.546875
Iteration 97Q: 42 clusters Score -7.031819e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 49491 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20051 members 
Mstep: Class 6 contains 5048 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29611 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 185774 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37241 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 72585 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 2312 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 278 members 
Mstep: Class 41 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318376.000000 Penalty: 132818.546875
Iteration 98Q: 42 clusters Score -7.031838e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 49433 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20060 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29598 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11480 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 185668 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 37229 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 72763 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 278 members 
Mstep: Class 41 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318392.000000 Penalty: 132818.546875
Iteration 99Q: 42 clusters Score -7.031839e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 49393 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 20074 members 
Mstep: Class 6 contains 5059 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29589 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11476 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 185536 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 37220 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 72939 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 278 members 
Mstep: Class 41 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318936.000000 Penalty: 132818.546875
Iteration 100F: 42 clusters Score -7.031894e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 49364 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 20084 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29574 members 
Mstep: Class 15 contains 9452 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 11479 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 303 members 
Mstep: Class 20 contains 185397 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 37221 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73106 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70319736.000000 Penalty: 132818.546875
Iteration 101Q: 42 clusters Score -7.031974e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 49337 members 
Mstep: Class 3 contains 489 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 5 contains 20090 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29563 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11480 members 
Mstep: Class 18 contains 9613 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 185271 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37214 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73264 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70319872.000000 Penalty: 132818.546875
Iteration 102Q: 42 clusters Score -7.031987e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 49305 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20095 members 
Mstep: Class 6 contains 5090 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29544 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11486 members 
Mstep: Class 18 contains 9613 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 185181 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37212 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73391 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320016.000000 Penalty: 132818.546875
Iteration 103Q: 42 clusters Score -7.032002e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 49281 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20096 members 
Mstep: Class 6 contains 5097 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29520 members 
Mstep: Class 15 contains 9462 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 9613 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 185103 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37211 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73505 members 
Mstep: Class 34 contains 394 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320184.000000 Penalty: 132818.546875
Iteration 104Q: 42 clusters Score -7.032018e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 49258 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20098 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29503 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 9614 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 185023 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37209 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73622 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320288.000000 Penalty: 132818.546875
Iteration 105Q: 42 clusters Score -7.032029e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 49235 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20098 members 
Mstep: Class 6 contains 5132 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29494 members 
Mstep: Class 15 contains 9458 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11485 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 184951 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37210 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73723 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320480.000000 Penalty: 132818.546875
Iteration 106Q: 42 clusters Score -7.032048e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 49218 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20096 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29481 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184886 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 677 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37207 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73821 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320608.000000 Penalty: 132818.546875
Iteration 107Q: 42 clusters Score -7.032061e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 49193 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20102 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29476 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11492 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184805 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37208 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 73928 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320584.000000 Penalty: 132818.546875
Iteration 108Q: 42 clusters Score -7.032058e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 49176 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29466 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11490 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184732 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37203 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74025 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320680.000000 Penalty: 132818.546875
Iteration 109Q: 42 clusters Score -7.032068e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 49165 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20106 members 
Mstep: Class 6 contains 5182 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29455 members 
Mstep: Class 15 contains 9463 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184690 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37205 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74107 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320688.000000 Penalty: 132818.546875
Iteration 110Q: 42 clusters Score -7.032069e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20106 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29444 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184641 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37203 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74181 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320672.000000 Penalty: 132818.546875
Iteration 111Q: 42 clusters Score -7.032067e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 49135 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29437 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184606 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37202 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74248 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320752.000000 Penalty: 132818.546875
Iteration 112Q: 42 clusters Score -7.032075e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 49128 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29429 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11485 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184564 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 37199 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74321 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320920.000000 Penalty: 132818.546875
Iteration 113Q: 42 clusters Score -7.032092e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 49121 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20108 members 
Mstep: Class 6 contains 5213 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29417 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11485 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184508 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 37195 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74419 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320896.000000 Penalty: 132818.546875
Iteration 114Q: 42 clusters Score -7.03209e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 49117 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20104 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29401 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 184458 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37192 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74512 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320832.000000 Penalty: 132818.546875
Iteration 115Q: 42 clusters Score -7.032083e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 49109 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20104 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29388 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184394 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1154 members 
Mstep: Class 31 contains 37190 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74619 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320912.000000 Penalty: 132818.546875
Iteration 116Q: 42 clusters Score -7.032091e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 49107 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 9453 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184327 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37187 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74728 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320896.000000 Penalty: 132818.546875
Iteration 117Q: 42 clusters Score -7.03209e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 49098 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29366 members 
Mstep: Class 15 contains 9450 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184260 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37191 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74836 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321000.000000 Penalty: 132818.546875
Iteration 118Q: 42 clusters Score -7.0321e+07 nChanged 179
Entering ConstructFrom: 
Score: -70321000.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -814144.250000 Penalty: 2131.304443
	Iteration 0F: 2 clusters Score -814144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -809355.437500 Penalty: 4262.608887
	Iteration 0F: 3 clusters Score -809355.4 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -810487.500000 Penalty: 4262.608887
	Iteration 1F: 3 clusters Score -810487.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -810732.375000 Penalty: 4262.608887
	Iteration 2F: 3 clusters Score -810732.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -810908.250000 Penalty: 4262.608887
	Iteration 3F: 3 clusters Score -810908.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -811060.562500 Penalty: 4262.608887
	Iteration 4Q: 3 clusters Score -811060.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -811197.500000 Penalty: 4262.608887
	Iteration 5Q: 3 clusters Score -811197.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -811305.875000 Penalty: 4262.608887
	Iteration 6Q: 3 clusters Score -811305.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -811388.000000 Penalty: 4262.608887
	Iteration 7Q: 3 clusters Score -811388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -811454.937500 Penalty: 4262.608887
	Iteration 8Q: 3 clusters Score -811454.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -811521.187500 Penalty: 4262.608887
	Iteration 9Q: 3 clusters Score -811521.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -811588.125000 Penalty: 4262.608887
	Iteration 10Q: 3 clusters Score -811588.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -811656.375000 Penalty: 4262.608887
	Iteration 11Q: 3 clusters Score -811656.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -811720.750000 Penalty: 4262.608887
	Iteration 12Q: 3 clusters Score -811720.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -811800.937500 Penalty: 4262.608887
	Iteration 13Q: 3 clusters Score -811800.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -811874.312500 Penalty: 4262.608887
	Iteration 14Q: 3 clusters Score -811874.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -811938.687500 Penalty: 4262.608887
	Iteration 15Q: 3 clusters Score -811938.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -812008.437500 Penalty: 4262.608887
	Iteration 16Q: 3 clusters Score -812008.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -812069.500000 Penalty: 4262.608887
	Iteration 17Q: 3 clusters Score -812069.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -812118.812500 Penalty: 4262.608887
	Iteration 18Q: 3 clusters Score -812118.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -812160.000000 Penalty: 4262.608887
	Iteration 19Q: 3 clusters Score -812160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -812193.687500 Penalty: 4262.608887
	Iteration 20F: 3 clusters Score -812193.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -812225.875000 Penalty: 4262.608887
	Iteration 21Q: 3 clusters Score -812225.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -812258.437500 Penalty: 4262.608887
	Iteration 22Q: 3 clusters Score -812258.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -812281.000000 Penalty: 4262.608887
	Iteration 23Q: 3 clusters Score -812281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -812297.812500 Penalty: 4262.608887
	Iteration 24Q: 3 clusters Score -812297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -812313.812500 Penalty: 4262.608887
	Iteration 25Q: 3 clusters Score -812313.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -812327.562500 Penalty: 4262.608887
	Iteration 26Q: 3 clusters Score -812327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -812341.500000 Penalty: 4262.608887
	Iteration 27Q: 3 clusters Score -812341.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -812353.437500 Penalty: 4262.608887
	Iteration 28Q: 3 clusters Score -812353.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -812369.250000 Penalty: 4262.608887
	Iteration 29Q: 3 clusters Score -812369.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -812379.937500 Penalty: 4262.608887
	Iteration 30Q: 3 clusters Score -812379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -812388.562500 Penalty: 4262.608887
	Iteration 31Q: 3 clusters Score -812388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -812394.812500 Penalty: 4262.608887
	Iteration 32Q: 3 clusters Score -812394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -812404.500000 Penalty: 4262.608887
	Iteration 33Q: 3 clusters Score -812404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -812411.000000 Penalty: 4262.608887
	Iteration 34Q: 3 clusters Score -812411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -812418.312500 Penalty: 4262.608887
	Iteration 35Q: 3 clusters Score -812418.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -812424.562500 Penalty: 4262.608887
	Iteration 36Q: 3 clusters Score -812424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -812430.062500 Penalty: 4262.608887
	Iteration 37Q: 3 clusters Score -812430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -812436.000000 Penalty: 4262.608887
	Iteration 38Q: 3 clusters Score -812436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -812445.250000 Penalty: 4262.608887
	Iteration 39Q: 3 clusters Score -812445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -812452.500000 Penalty: 4262.608887
	Iteration 40F: 3 clusters Score -812452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -812452.312500 Penalty: 4262.608887
	Iteration 41Q: 3 clusters Score -812452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -812452.312500 Penalty: 4262.608887
	Iteration 42F: 3 clusters Score -812452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Entering Unmasked Estep 
Score: -7513643.500000 Penalty: 2678.764893
	Iteration 0F: 2 clusters Score -7513644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -7480646.000000 Penalty: 5357.529785
	Iteration 0F: 3 clusters Score -7480646 nChanged 22589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -7493148.500000 Penalty: 5357.529785
	Iteration 1F: 3 clusters Score -7493148 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -7493956.000000 Penalty: 5357.529785
	Iteration 2Q: 3 clusters Score -7493956 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -7495064.500000 Penalty: 5357.529785
	Iteration 3Q: 3 clusters Score -7495064 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -7496841.500000 Penalty: 5357.529785
	Iteration 4F: 3 clusters Score -7496842 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7499280.500000 Penalty: 5357.529785
	Iteration 5F: 3 clusters Score -7499280 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -7502171.500000 Penalty: 5357.529785
	Iteration 6F: 3 clusters Score -7502172 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -7505268.500000 Penalty: 5357.529785
	Iteration 7F: 3 clusters Score -7505268 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7507804.500000 Penalty: 5357.529785
	Iteration 8F: 3 clusters Score -7507804 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7509513.000000 Penalty: 5357.529785
	Iteration 9Q: 3 clusters Score -7509513 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7510541.000000 Penalty: 5357.529785
	Iteration 10Q: 3 clusters Score -7510541 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7511126.500000 Penalty: 5357.529785
	Iteration 11Q: 3 clusters Score -7511126 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -7511637.500000 Penalty: 5357.529785
	Iteration 12Q: 3 clusters Score -7511638 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -7512008.000000 Penalty: 5357.529785
	Iteration 13Q: 3 clusters Score -7512008 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -7512399.000000 Penalty: 5357.529785
	Iteration 14Q: 3 clusters Score -7512399 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -7512778.000000 Penalty: 5357.529785
	Iteration 15Q: 3 clusters Score -7512778 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -7513180.000000 Penalty: 5357.529785
	Iteration 16Q: 3 clusters Score -7513180 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -7513507.000000 Penalty: 5357.529785
	Iteration 17Q: 3 clusters Score -7513507 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -7513777.500000 Penalty: 5357.529785
	Iteration 18Q: 3 clusters Score -7513778 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7514020.500000 Penalty: 5357.529785
	Iteration 19Q: 3 clusters Score -7514020 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -7514192.000000 Penalty: 5357.529785
	Iteration 20F: 3 clusters Score -7514192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -7514290.500000 Penalty: 5357.529785
	Iteration 21Q: 3 clusters Score -7514290 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -7514362.500000 Penalty: 5357.529785
	Iteration 22Q: 3 clusters Score -7514362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -7514383.500000 Penalty: 5357.529785
	Iteration 23Q: 3 clusters Score -7514384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -7514429.000000 Penalty: 5357.529785
	Iteration 24Q: 3 clusters Score -7514429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -7514427.000000 Penalty: 5357.529785
	Iteration 25Q: 3 clusters Score -7514427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -7514418.500000 Penalty: 5357.529785
	Iteration 26Q: 3 clusters Score -7514418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -7514419.500000 Penalty: 5357.529785
	Iteration 27Q: 3 clusters Score -7514420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -7514430.500000 Penalty: 5357.529785
	Iteration 28Q: 3 clusters Score -7514430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -7514429.500000 Penalty: 5357.529785
	Iteration 29Q: 3 clusters Score -7514430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -7514443.000000 Penalty: 5357.529785
	Iteration 30Q: 3 clusters Score -7514443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -7514453.500000 Penalty: 5357.529785
	Iteration 31Q: 3 clusters Score -7514454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -7514453.500000 Penalty: 5357.529785
	Iteration 32Q: 3 clusters Score -7514454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -7514457.000000 Penalty: 5357.529785
	Iteration 33Q: 3 clusters Score -7514457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -7514451.000000 Penalty: 5357.529785
	Iteration 34Q: 3 clusters Score -7514451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -7514441.500000 Penalty: 5357.529785
	Iteration 35Q: 3 clusters Score -7514442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -7514432.500000 Penalty: 5357.529785
	Iteration 36Q: 3 clusters Score -7514432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -7514440.500000 Penalty: 5357.529785
	Iteration 37Q: 3 clusters Score -7514440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -7514439.000000 Penalty: 5357.529785
	Iteration 38Q: 3 clusters Score -7514439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -7514439.500000 Penalty: 5357.529785
	Iteration 39Q: 3 clusters Score -7514440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -7514447.500000 Penalty: 5357.529785
	Iteration 40F: 3 clusters Score -7514448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -7514447.000000 Penalty: 5357.529785
	Iteration 41Q: 3 clusters Score -7514447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -7514446.500000 Penalty: 5357.529785
	Iteration 42Q: 3 clusters Score -7514446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -7514446.500000 Penalty: 5357.529785
	Iteration 43F: 3 clusters Score -7514446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11482 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184207 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74915 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 45009 members 
Entering Unmasked Estep 
Score: -70321016.000000 Penalty: 136058.015625
Splitting cluster 2 changes total score from -70321000.000000 to -70321016.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 3 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -59490.976562 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -59490.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58098.578125 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -58098.58 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58571.800781 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -58571.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58976.921875 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -58976.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59586.246094 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -59586.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60012.406250 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -60012.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60130.761719 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -60130.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60212.312500 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -60212.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60289.281250 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -60289.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60369.542969 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -60369.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60478.707031 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -60478.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60584.695312 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -60584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60672.292969 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -60672.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60736.832031 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -60736.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60753.683594 Penalty: 3057.004150
	Iteration 13F: 3 clusters Score -60753.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60787.960938 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -60787.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60814.515625 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -60814.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60866.214844 Penalty: 3057.004150
	Iteration 16Q: 3 clusters Score -60866.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60880.535156 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -60880.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60883.519531 Penalty: 3057.004150
	Iteration 18F: 3 clusters Score -60883.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60900.570312 Penalty: 3057.004150
	Iteration 19Q: 3 clusters Score -60900.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60984.949219 Penalty: 3057.004150
	Iteration 20F: 3 clusters Score -60984.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61034.285156 Penalty: 3057.004150
	Iteration 21Q: 3 clusters Score -61034.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61064.691406 Penalty: 3057.004150
	Iteration 22Q: 3 clusters Score -61064.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61071.433594 Penalty: 3057.004150
	Iteration 23Q: 3 clusters Score -61071.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61080.031250 Penalty: 3057.004150
	Iteration 24Q: 3 clusters Score -61080.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61098.152344 Penalty: 3057.004150
	Iteration 25Q: 3 clusters Score -61098.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61098.937500 Penalty: 3057.004150
	Iteration 26F: 3 clusters Score -61098.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61104.265625 Penalty: 3057.004150
	Iteration 27Q: 3 clusters Score -61104.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61104.265625 Penalty: 3057.004150
	Iteration 28F: 3 clusters Score -61104.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 189 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11482 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184207 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74915 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 45009 members 
Mstep: Class 43 contains 286 members 
Entering Unmasked Estep 
Score: -70320896.000000 Penalty: 139297.500000
Splitting cluster 3 changes total score from -70321000.000000 to -70320896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -39033.230469 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39033.23 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 171 members 
Entering Unmasked Estep 
Score: -37761.019531 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -37761.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37903.597656 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -37903.6 nChanged 21
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: -37976.070312 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -37976.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37990.527344 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -37990.53 nChanged 3
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: -38006.554688 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38006.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38029.285156 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38029.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38037.832031 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -38037.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38046.281250 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -38046.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38051.574219 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -38051.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38055.667969 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -38055.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38055.667969 Penalty: 2882.325928
	Iteration 10F: 3 clusters Score -38055.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Entering Unmasked Estep 
Score: -3128934.250000 Penalty: 2457.363525
	Iteration 0F: 2 clusters Score -3128934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3114614.000000 Penalty: 4914.727051
	Iteration 0F: 3 clusters Score -3114614 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3119345.000000 Penalty: 4914.727051
	Iteration 1F: 3 clusters Score -3119345 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3119786.000000 Penalty: 4914.727051
	Iteration 2F: 3 clusters Score -3119786 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3120164.250000 Penalty: 4914.727051
	Iteration 3F: 3 clusters Score -3120164 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3120527.750000 Penalty: 4914.727051
	Iteration 4Q: 3 clusters Score -3120528 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3120919.750000 Penalty: 4914.727051
	Iteration 5Q: 3 clusters Score -3120920 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3121387.500000 Penalty: 4914.727051
	Iteration 6Q: 3 clusters Score -3121388 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3121991.500000 Penalty: 4914.727051
	Iteration 7F: 3 clusters Score -3121992 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3122767.500000 Penalty: 4914.727051
	Iteration 8F: 3 clusters Score -3122768 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3123695.750000 Penalty: 4914.727051
	Iteration 9F: 3 clusters Score -3123696 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3124669.500000 Penalty: 4914.727051
	Iteration 10F: 3 clusters Score -3124670 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3125506.250000 Penalty: 4914.727051
	Iteration 11Q: 3 clusters Score -3125506 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3126053.000000 Penalty: 4914.727051
	Iteration 12Q: 3 clusters Score -3126053 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3126348.750000 Penalty: 4914.727051
	Iteration 13Q: 3 clusters Score -3126349 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3126506.500000 Penalty: 4914.727051
	Iteration 14Q: 3 clusters Score -3126506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3126593.750000 Penalty: 4914.727051
	Iteration 15Q: 3 clusters Score -3126594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3126643.750000 Penalty: 4914.727051
	Iteration 16Q: 3 clusters Score -3126644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3126683.000000 Penalty: 4914.727051
	Iteration 17Q: 3 clusters Score -3126683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3126697.500000 Penalty: 4914.727051
	Iteration 18Q: 3 clusters Score -3126698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3126713.250000 Penalty: 4914.727051
	Iteration 19Q: 3 clusters Score -3126713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3126722.000000 Penalty: 4914.727051
	Iteration 20F: 3 clusters Score -3126722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3126734.000000 Penalty: 4914.727051
	Iteration 21Q: 3 clusters Score -3126734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3126741.750000 Penalty: 4914.727051
	Iteration 22Q: 3 clusters Score -3126742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3126743.750000 Penalty: 4914.727051
	Iteration 23Q: 3 clusters Score -3126744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3126746.000000 Penalty: 4914.727051
	Iteration 24Q: 3 clusters Score -3126746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3126750.250000 Penalty: 4914.727051
	Iteration 25Q: 3 clusters Score -3126750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3126749.500000 Penalty: 4914.727051
	Iteration 26Q: 3 clusters Score -3126750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3126758.250000 Penalty: 4914.727051
	Iteration 27Q: 3 clusters Score -3126758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3126760.500000 Penalty: 4914.727051
	Iteration 28Q: 3 clusters Score -3126760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3126765.000000 Penalty: 4914.727051
	Iteration 29Q: 3 clusters Score -3126765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3126769.500000 Penalty: 4914.727051
	Iteration 30Q: 3 clusters Score -3126770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3126770.750000 Penalty: 4914.727051
	Iteration 31Q: 3 clusters Score -3126771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3126774.000000 Penalty: 4914.727051
	Iteration 32Q: 3 clusters Score -3126774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3126775.750000 Penalty: 4914.727051
	Iteration 33Q: 3 clusters Score -3126776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3126775.750000 Penalty: 4914.727051
	Iteration 34F: 3 clusters Score -3126776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -804449.125000 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -804449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -799774.875000 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -799774.9 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -800953.937500 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -800953.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -801172.812500 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -801172.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -801293.125000 Penalty: 4246.265625
	Iteration 3Q: 3 clusters Score -801293.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -801392.125000 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -801392.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -801452.375000 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -801452.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -801500.062500 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -801500.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -801537.437500 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -801537.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -801573.562500 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -801573.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -801608.187500 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -801608.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -801645.562500 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -801645.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -801674.812500 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -801674.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -801702.750000 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -801702.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -801727.062500 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -801727.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -801755.500000 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -801755.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -801786.000000 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -801786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -801821.187500 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -801821.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -801860.625000 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -801860.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -801903.750000 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -801903.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -801937.437500 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -801937.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -801977.687500 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -801977.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -802027.375000 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -802027.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -802080.750000 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -802080.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -802138.875000 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -802138.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -802197.937500 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -802197.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -802242.437500 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -802242.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -802277.812500 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -802277.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -802309.062500 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -802309.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -802331.687500 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -802331.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -802356.000000 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -802356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -802382.812500 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -802382.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -802413.437500 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -802413.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -802441.687500 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -802441.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -802459.562500 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -802459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -802471.000000 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -802471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -802483.500000 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -802483.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -802494.625000 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -802494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -802508.250000 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -802508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -802517.437500 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -802517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -802522.625000 Penalty: 4246.265625
	Iteration 39Q: 3 clusters Score -802522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -802529.687500 Penalty: 4246.265625
	Iteration 40F: 3 clusters Score -802529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -802536.250000 Penalty: 4246.265625
	Iteration 41Q: 3 clusters Score -802536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -802535.687500 Penalty: 4246.265625
	Iteration 42Q: 3 clusters Score -802535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -802536.687500 Penalty: 4246.265625
	Iteration 43Q: 3 clusters Score -802536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -802541.312500 Penalty: 4246.265625
	Iteration 44Q: 3 clusters Score -802541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -802543.750000 Penalty: 4246.265625
	Iteration 45Q: 3 clusters Score -802543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -802548.250000 Penalty: 4246.265625
	Iteration 46Q: 3 clusters Score -802548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -802548.500000 Penalty: 4246.265625
	Iteration 47Q: 3 clusters Score -802548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -802549.875000 Penalty: 4246.265625
	Iteration 48Q: 3 clusters Score -802549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -802549.875000 Penalty: 4246.265625
	Iteration 49F: 3 clusters Score -802549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -39116.093750 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -39116.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38024.464844 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -38024.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38150.988281 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -38150.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38201.769531 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -38201.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38214.632812 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -38214.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38233.445312 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -38233.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38245.742188 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -38245.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38245.742188 Penalty: 2837.274658
	Iteration 6F: 3 clusters Score -38245.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -117301.226562 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -117301.2 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 400 members 
Entering Unmasked Estep 
Score: -115529.343750 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -115529.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115860.234375 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -115860.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116039.750000 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -116039.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116152.585938 Penalty: 3346.802979
	Iteration 3F: 3 clusters Score -116152.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -116221.273438 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -116221.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116263.890625 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -116263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -116290.335938 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -116290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -116306.585938 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -116306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -116315.820312 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -116315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116317.281250 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -116317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -116331.039062 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -116331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -116390.382812 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -116390.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116410.187500 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -116410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -116422.023438 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -116422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -116427.179688 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -116427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116427.992188 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -116428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -116430.250000 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -116430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -116431.218750 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -116431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -116434.914062 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -116434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -116436.226562 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -116436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -116436.226562 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -116436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -57259.261719 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -57259.26 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 210 members 
Entering Unmasked Estep 
Score: -55981.582031 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -55981.58 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56187.984375 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -56187.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56281.589844 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -56281.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56358.582031 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -56358.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56408.878906 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -56408.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56448.632812 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -56448.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56476.953125 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -56476.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56494.488281 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -56494.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56506.128906 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -56506.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56513.835938 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -56513.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56524.914062 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -56524.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56541.851562 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -56541.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56561.464844 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -56561.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56583.207031 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -56583.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56595.390625 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -56595.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56612.777344 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -56612.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56617.066406 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -56617.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56624.050781 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -56624.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56626.738281 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -56626.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56628.171875 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -56628.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56631.148438 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -56631.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56633.289062 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -56633.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56633.289062 Penalty: 3044.312744
	Iteration 22F: 3 clusters Score -56633.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -643215.062500 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -643215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -639153.875000 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -639153.9 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -640475.937500 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -640475.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -641170.625000 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -641170.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -642010.250000 Penalty: 4167.840820
	Iteration 3F: 3 clusters Score -642010.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -642615.937500 Penalty: 4167.840820
	Iteration 4F: 3 clusters Score -642615.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -642884.250000 Penalty: 4167.840820
	Iteration 5F: 3 clusters Score -642884.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -642959.187500 Penalty: 4167.840820
	Iteration 6Q: 3 clusters Score -642959.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -642988.875000 Penalty: 4167.840820
	Iteration 7Q: 3 clusters Score -642988.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -643008.500000 Penalty: 4167.840820
	Iteration 8Q: 3 clusters Score -643008.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -643014.937500 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -643014.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -643021.875000 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -643021.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -643028.625000 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -643028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -643030.625000 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -643030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -643032.000000 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -643032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -643032.062500 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -643032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -643035.437500 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -643035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -643034.500000 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -643034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -643034.375000 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -643034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -643036.375000 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -643036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -643038.187500 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -643038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -643037.562500 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -643037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -643039.062500 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -643039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -643040.437500 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -643040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -643041.250000 Penalty: 4167.840820
	Iteration 23Q: 3 clusters Score -643041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -643041.062500 Penalty: 4167.840820
	Iteration 24Q: 3 clusters Score -643041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -643041.062500 Penalty: 4167.840820
	Iteration 25F: 3 clusters Score -643041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -790831.062500 Penalty: 2132.769775
	Iteration 0F: 2 clusters Score -790831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -786075.062500 Penalty: 4265.539551
	Iteration 0F: 3 clusters Score -786075.1 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -787316.250000 Penalty: 4265.539551
	Iteration 1F: 3 clusters Score -787316.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -787712.000000 Penalty: 4265.539551
	Iteration 2F: 3 clusters Score -787712 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -788159.875000 Penalty: 4265.539551
	Iteration 3F: 3 clusters Score -788159.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -788559.000000 Penalty: 4265.539551
	Iteration 4F: 3 clusters Score -788559 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -788892.437500 Penalty: 4265.539551
	Iteration 5F: 3 clusters Score -788892.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -789137.375000 Penalty: 4265.539551
	Iteration 6F: 3 clusters Score -789137.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -789302.312500 Penalty: 4265.539551
	Iteration 7Q: 3 clusters Score -789302.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -789437.750000 Penalty: 4265.539551
	Iteration 8Q: 3 clusters Score -789437.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -789526.875000 Penalty: 4265.539551
	Iteration 9Q: 3 clusters Score -789526.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -789589.437500 Penalty: 4265.539551
	Iteration 10Q: 3 clusters Score -789589.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -789639.625000 Penalty: 4265.539551
	Iteration 11Q: 3 clusters Score -789639.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -789675.812500 Penalty: 4265.539551
	Iteration 12Q: 3 clusters Score -789675.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -789689.625000 Penalty: 4265.539551
	Iteration 13Q: 3 clusters Score -789689.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -789704.000000 Penalty: 4265.539551
	Iteration 14Q: 3 clusters Score -789704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -789715.625000 Penalty: 4265.539551
	Iteration 15Q: 3 clusters Score -789715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -789730.625000 Penalty: 4265.539551
	Iteration 16Q: 3 clusters Score -789730.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -789734.937500 Penalty: 4265.539551
	Iteration 17Q: 3 clusters Score -789734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -789739.500000 Penalty: 4265.539551
	Iteration 18Q: 3 clusters Score -789739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -789740.500000 Penalty: 4265.539551
	Iteration 19Q: 3 clusters Score -789740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -789741.562500 Penalty: 4265.539551
	Iteration 20F: 3 clusters Score -789741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -789742.500000 Penalty: 4265.539551
	Iteration 21Q: 3 clusters Score -789742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -789742.500000 Penalty: 4265.539551
	Iteration 22F: 3 clusters Score -789742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -214287.609375 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -214287.6 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 736 members 
Entering Unmasked Estep 
Score: -211996.734375 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -211996.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212411.031250 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -212411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -212548.921875 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -212548.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -212628.843750 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -212628.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -212714.187500 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -212714.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -212787.671875 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -212787.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -212864.937500 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -212864.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -212952.640625 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -212952.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -213003.031250 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -213003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -213055.062500 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -213055.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -213096.937500 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -213096.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213152.343750 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -213152.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213247.328125 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -213247.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213324.765625 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -213324.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213397.875000 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -213397.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213444.828125 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -213444.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213507.250000 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -213507.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213561.500000 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -213561.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -213602.343750 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -213602.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -213637.750000 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -213637.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -213677.718750 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -213677.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -213711.703125 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -213711.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -213750.906250 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -213750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213784.328125 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -213784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -213803.187500 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -213803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213823.625000 Penalty: 3633.927002
	Iteration 25Q: 3 clusters Score -213823.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213850.843750 Penalty: 3633.927002
	Iteration 26Q: 3 clusters Score -213850.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213878.156250 Penalty: 3633.927002
	Iteration 27Q: 3 clusters Score -213878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213903.906250 Penalty: 3633.927002
	Iteration 28Q: 3 clusters Score -213903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213910.953125 Penalty: 3633.927002
	Iteration 29Q: 3 clusters Score -213911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -213915.062500 Penalty: 3633.927002
	Iteration 30Q: 3 clusters Score -213915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -213918.937500 Penalty: 3633.927002
	Iteration 31Q: 3 clusters Score -213918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213920.187500 Penalty: 3633.927002
	Iteration 32Q: 3 clusters Score -213920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213920.187500 Penalty: 3633.927002
	Iteration 33F: 3 clusters Score -213920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -106805.421875 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -106805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105049.687500 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -105049.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105329.179688 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -105329.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105471.101562 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -105471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105565.101562 Penalty: 3287.508545
	Iteration 3Q: 3 clusters Score -105565.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105643.812500 Penalty: 3287.508545
	Iteration 4Q: 3 clusters Score -105643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105673.875000 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -105673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105684.726562 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -105684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105690.328125 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -105690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105700.156250 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -105700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105711.765625 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -105711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105722.320312 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -105722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105726.976562 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -105727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105729.507812 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -105729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -105732.062500 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -105732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -105735.976562 Penalty: 3287.508545
	Iteration 14Q: 3 clusters Score -105736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105738.164062 Penalty: 3287.508545
	Iteration 15Q: 3 clusters Score -105738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105738.164062 Penalty: 3287.508545
	Iteration 16F: 3 clusters Score -105738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Entering Unmasked Estep 
Score: -4423482.500000 Penalty: 2551.213379
	Iteration 0F: 2 clusters Score -4423482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4403305.500000 Penalty: 5102.426758
	Iteration 0F: 3 clusters Score -4403306 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4410469.500000 Penalty: 5102.426758
	Iteration 1F: 3 clusters Score -4410470 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4410963.000000 Penalty: 5102.426758
	Iteration 2Q: 3 clusters Score -4410963 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4411429.500000 Penalty: 5102.426758
	Iteration 3Q: 3 clusters Score -4411430 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4411908.500000 Penalty: 5102.426758
	Iteration 4Q: 3 clusters Score -4411908 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4412455.500000 Penalty: 5102.426758
	Iteration 5Q: 3 clusters Score -4412456 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4413149.500000 Penalty: 5102.426758
	Iteration 6Q: 3 clusters Score -4413150 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4414003.000000 Penalty: 5102.426758
	Iteration 7F: 3 clusters Score -4414003 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4414885.500000 Penalty: 5102.426758
	Iteration 8F: 3 clusters Score -4414886 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4415829.500000 Penalty: 5102.426758
	Iteration 9F: 3 clusters Score -4415830 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4416715.000000 Penalty: 5102.426758
	Iteration 10Q: 3 clusters Score -4416715 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4417499.000000 Penalty: 5102.426758
	Iteration 11Q: 3 clusters Score -4417499 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4418114.000000 Penalty: 5102.426758
	Iteration 12Q: 3 clusters Score -4418114 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4418663.000000 Penalty: 5102.426758
	Iteration 13Q: 3 clusters Score -4418663 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4419044.000000 Penalty: 5102.426758
	Iteration 14Q: 3 clusters Score -4419044 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4419438.000000 Penalty: 5102.426758
	Iteration 15Q: 3 clusters Score -4419438 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4419824.000000 Penalty: 5102.426758
	Iteration 16Q: 3 clusters Score -4419824 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4420178.500000 Penalty: 5102.426758
	Iteration 17Q: 3 clusters Score -4420178 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4420519.500000 Penalty: 5102.426758
	Iteration 18Q: 3 clusters Score -4420520 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4420770.500000 Penalty: 5102.426758
	Iteration 19Q: 3 clusters Score -4420770 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4420951.500000 Penalty: 5102.426758
	Iteration 20F: 3 clusters Score -4420952 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4421063.500000 Penalty: 5102.426758
	Iteration 21Q: 3 clusters Score -4421064 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4421156.500000 Penalty: 5102.426758
	Iteration 22Q: 3 clusters Score -4421156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4421227.500000 Penalty: 5102.426758
	Iteration 23Q: 3 clusters Score -4421228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4421283.500000 Penalty: 5102.426758
	Iteration 24Q: 3 clusters Score -4421284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4421309.500000 Penalty: 5102.426758
	Iteration 25Q: 3 clusters Score -4421310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4421341.500000 Penalty: 5102.426758
	Iteration 26Q: 3 clusters Score -4421342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4421369.000000 Penalty: 5102.426758
	Iteration 27Q: 3 clusters Score -4421369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4421382.000000 Penalty: 5102.426758
	Iteration 28Q: 3 clusters Score -4421382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4421388.000000 Penalty: 5102.426758
	Iteration 29Q: 3 clusters Score -4421388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4421400.500000 Penalty: 5102.426758
	Iteration 30Q: 3 clusters Score -4421400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4421408.500000 Penalty: 5102.426758
	Iteration 31Q: 3 clusters Score -4421408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4421417.500000 Penalty: 5102.426758
	Iteration 32Q: 3 clusters Score -4421418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4421428.000000 Penalty: 5102.426758
	Iteration 33Q: 3 clusters Score -4421428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4421428.500000 Penalty: 5102.426758
	Iteration 34Q: 3 clusters Score -4421428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4421429.000000 Penalty: 5102.426758
	Iteration 35Q: 3 clusters Score -4421429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4421426.500000 Penalty: 5102.426758
	Iteration 36Q: 3 clusters Score -4421426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4421429.500000 Penalty: 5102.426758
	Iteration 37Q: 3 clusters Score -4421430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4421436.500000 Penalty: 5102.426758
	Iteration 38Q: 3 clusters Score -4421436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4421434.500000 Penalty: 5102.426758
	Iteration 39Q: 3 clusters Score -4421434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4421447.000000 Penalty: 5102.426758
	Iteration 40F: 3 clusters Score -4421447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4421444.500000 Penalty: 5102.426758
	Iteration 41Q: 3 clusters Score -4421444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4421446.500000 Penalty: 5102.426758
	Iteration 42Q: 3 clusters Score -4421446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4421449.000000 Penalty: 5102.426758
	Iteration 43Q: 3 clusters Score -4421449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4421456.500000 Penalty: 5102.426758
	Iteration 44Q: 3 clusters Score -4421456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4421458.500000 Penalty: 5102.426758
	Iteration 45Q: 3 clusters Score -4421458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4421457.000000 Penalty: 5102.426758
	Iteration 46Q: 3 clusters Score -4421457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4421456.500000 Penalty: 5102.426758
	Iteration 47Q: 3 clusters Score -4421456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4421460.500000 Penalty: 5102.426758
	Iteration 48Q: 3 clusters Score -4421460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4421460.500000 Penalty: 5102.426758
	Iteration 49Q: 3 clusters Score -4421460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4421457.500000 Penalty: 5102.426758
	Iteration 50Q: 3 clusters Score -4421458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4421460.500000 Penalty: 5102.426758
	Iteration 51Q: 3 clusters Score -4421460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4421455.500000 Penalty: 5102.426758
	Iteration 52Q: 3 clusters Score -4421456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4421455.500000 Penalty: 5102.426758
	Iteration 53Q: 3 clusters Score -4421456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4421455.500000 Penalty: 5102.426758
	Iteration 54F: 3 clusters Score -4421456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Entering Unmasked Estep 
Score: -1361052.875000 Penalty: 2270.030029
	Iteration 0F: 2 clusters Score -1361053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1353625.125000 Penalty: 4540.060059
	Iteration 0F: 3 clusters Score -1353625 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1355869.375000 Penalty: 4540.060059
	Iteration 1F: 3 clusters Score -1355869 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1356278.625000 Penalty: 4540.060059
	Iteration 2F: 3 clusters Score -1356279 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1356652.000000 Penalty: 4540.060059
	Iteration 3F: 3 clusters Score -1356652 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1356948.875000 Penalty: 4540.060059
	Iteration 4F: 3 clusters Score -1356949 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1357166.250000 Penalty: 4540.060059
	Iteration 5Q: 3 clusters Score -1357166 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1357351.875000 Penalty: 4540.060059
	Iteration 6Q: 3 clusters Score -1357352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1357508.625000 Penalty: 4540.060059
	Iteration 7Q: 3 clusters Score -1357509 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1357657.500000 Penalty: 4540.060059
	Iteration 8Q: 3 clusters Score -1357658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1357779.500000 Penalty: 4540.060059
	Iteration 9Q: 3 clusters Score -1357780 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1357903.125000 Penalty: 4540.060059
	Iteration 10Q: 3 clusters Score -1357903 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1358014.875000 Penalty: 4540.060059
	Iteration 11Q: 3 clusters Score -1358015 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1358107.250000 Penalty: 4540.060059
	Iteration 12Q: 3 clusters Score -1358107 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1358180.625000 Penalty: 4540.060059
	Iteration 13Q: 3 clusters Score -1358181 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1358254.000000 Penalty: 4540.060059
	Iteration 14Q: 3 clusters Score -1358254 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1358334.000000 Penalty: 4540.060059
	Iteration 15Q: 3 clusters Score -1358334 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1358419.375000 Penalty: 4540.060059
	Iteration 16Q: 3 clusters Score -1358419 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1358486.750000 Penalty: 4540.060059
	Iteration 17Q: 3 clusters Score -1358487 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1358541.000000 Penalty: 4540.060059
	Iteration 18Q: 3 clusters Score -1358541 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1358589.375000 Penalty: 4540.060059
	Iteration 19Q: 3 clusters Score -1358589 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1358634.125000 Penalty: 4540.060059
	Iteration 20F: 3 clusters Score -1358634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1358679.875000 Penalty: 4540.060059
	Iteration 21Q: 3 clusters Score -1358680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1358736.000000 Penalty: 4540.060059
	Iteration 22Q: 3 clusters Score -1358736 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1358790.500000 Penalty: 4540.060059
	Iteration 23Q: 3 clusters Score -1358790 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1358838.500000 Penalty: 4540.060059
	Iteration 24Q: 3 clusters Score -1358838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1358889.625000 Penalty: 4540.060059
	Iteration 25Q: 3 clusters Score -1358890 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1358938.750000 Penalty: 4540.060059
	Iteration 26Q: 3 clusters Score -1358939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1358975.250000 Penalty: 4540.060059
	Iteration 27Q: 3 clusters Score -1358975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1359005.625000 Penalty: 4540.060059
	Iteration 28Q: 3 clusters Score -1359006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1359029.000000 Penalty: 4540.060059
	Iteration 29Q: 3 clusters Score -1359029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1359054.125000 Penalty: 4540.060059
	Iteration 30Q: 3 clusters Score -1359054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1359075.250000 Penalty: 4540.060059
	Iteration 31Q: 3 clusters Score -1359075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1359098.625000 Penalty: 4540.060059
	Iteration 32Q: 3 clusters Score -1359099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1359129.625000 Penalty: 4540.060059
	Iteration 33Q: 3 clusters Score -1359130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1359163.875000 Penalty: 4540.060059
	Iteration 34Q: 3 clusters Score -1359164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1359185.125000 Penalty: 4540.060059
	Iteration 35Q: 3 clusters Score -1359185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1359202.250000 Penalty: 4540.060059
	Iteration 36Q: 3 clusters Score -1359202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1359214.750000 Penalty: 4540.060059
	Iteration 37Q: 3 clusters Score -1359215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1359229.625000 Penalty: 4540.060059
	Iteration 38Q: 3 clusters Score -1359230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1359239.375000 Penalty: 4540.060059
	Iteration 39Q: 3 clusters Score -1359239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1359253.375000 Penalty: 4540.060059
	Iteration 40F: 3 clusters Score -1359253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1359269.375000 Penalty: 4540.060059
	Iteration 41Q: 3 clusters Score -1359269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1359288.375000 Penalty: 4540.060059
	Iteration 42Q: 3 clusters Score -1359288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1359304.000000 Penalty: 4540.060059
	Iteration 43Q: 3 clusters Score -1359304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1359332.250000 Penalty: 4540.060059
	Iteration 44Q: 3 clusters Score -1359332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1359357.750000 Penalty: 4540.060059
	Iteration 45Q: 3 clusters Score -1359358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1359374.000000 Penalty: 4540.060059
	Iteration 46Q: 3 clusters Score -1359374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1359394.375000 Penalty: 4540.060059
	Iteration 47Q: 3 clusters Score -1359394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1359410.125000 Penalty: 4540.060059
	Iteration 48Q: 3 clusters Score -1359410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1359415.500000 Penalty: 4540.060059
	Iteration 49Q: 3 clusters Score -1359416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1359426.250000 Penalty: 4540.060059
	Iteration 50Q: 3 clusters Score -1359426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1359432.625000 Penalty: 4540.060059
	Iteration 51Q: 3 clusters Score -1359433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1359439.125000 Penalty: 4540.060059
	Iteration 52Q: 3 clusters Score -1359439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1359445.000000 Penalty: 4540.060059
	Iteration 53Q: 3 clusters Score -1359445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1359448.750000 Penalty: 4540.060059
	Iteration 54Q: 3 clusters Score -1359449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1359455.250000 Penalty: 4540.060059
	Iteration 55Q: 3 clusters Score -1359455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1359458.000000 Penalty: 4540.060059
	Iteration 56Q: 3 clusters Score -1359458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1359463.375000 Penalty: 4540.060059
	Iteration 57Q: 3 clusters Score -1359463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1359465.500000 Penalty: 4540.060059
	Iteration 58Q: 3 clusters Score -1359466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1359467.500000 Penalty: 4540.060059
	Iteration 59Q: 3 clusters Score -1359468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1359468.875000 Penalty: 4540.060059
	Iteration 60F: 3 clusters Score -1359469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1359472.250000 Penalty: 4540.060059
	Iteration 61Q: 3 clusters Score -1359472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1359474.375000 Penalty: 4540.060059
	Iteration 62Q: 3 clusters Score -1359474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1359476.625000 Penalty: 4540.060059
	Iteration 63Q: 3 clusters Score -1359477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1359477.125000 Penalty: 4540.060059
	Iteration 64Q: 3 clusters Score -1359477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1359479.125000 Penalty: 4540.060059
	Iteration 65Q: 3 clusters Score -1359479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1359478.750000 Penalty: 4540.060059
	Iteration 66Q: 3 clusters Score -1359479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1359481.000000 Penalty: 4540.060059
	Iteration 67Q: 3 clusters Score -1359481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1359480.500000 Penalty: 4540.060059
	Iteration 68Q: 3 clusters Score -1359480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1359480.500000 Penalty: 4540.060059
	Iteration 69F: 3 clusters Score -1359480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -324709.937500 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -324709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -321993.937500 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -321993.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -322464.531250 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -322464.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -322577.875000 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -322577.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -322635.406250 Penalty: 3811.424805
	Iteration 3Q: 3 clusters Score -322635.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -322675.843750 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -322675.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -322716.781250 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -322716.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -322746.312500 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -322746.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -322770.937500 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -322770.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -322788.281250 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -322788.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322802.718750 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -322802.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322812.312500 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -322812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -322815.000000 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -322815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322818.312500 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -322818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322822.375000 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -322822.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -322827.312500 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -322827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -322829.625000 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -322829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322832.875000 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -322832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322834.406250 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -322834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322837.281250 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -322837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322839.062500 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -322839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322841.812500 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -322841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -322843.750000 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -322843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322846.906250 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -322846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -322848.406250 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -322848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322849.843750 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -322849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322852.031250 Penalty: 3811.424805
	Iteration 25Q: 3 clusters Score -322852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -322855.312500 Penalty: 3811.424805
	Iteration 26Q: 3 clusters Score -322855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -322858.343750 Penalty: 3811.424805
	Iteration 27Q: 3 clusters Score -322858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322858.437500 Penalty: 3811.424805
	Iteration 28Q: 3 clusters Score -322858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322858.437500 Penalty: 3811.424805
	Iteration 29F: 3 clusters Score -322858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Entering Unmasked Estep 
Score: -1730779.375000 Penalty: 2318.436768
	Iteration 0F: 2 clusters Score -1730779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1722111.500000 Penalty: 4636.873535
	Iteration 0F: 3 clusters Score -1722112 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1724634.375000 Penalty: 4636.873535
	Iteration 1F: 3 clusters Score -1724634 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1724937.000000 Penalty: 4636.873535
	Iteration 2F: 3 clusters Score -1724937 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1725135.250000 Penalty: 4636.873535
	Iteration 3Q: 3 clusters Score -1725135 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1725297.750000 Penalty: 4636.873535
	Iteration 4Q: 3 clusters Score -1725298 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1725438.250000 Penalty: 4636.873535
	Iteration 5Q: 3 clusters Score -1725438 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1725537.250000 Penalty: 4636.873535
	Iteration 6Q: 3 clusters Score -1725537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1725628.375000 Penalty: 4636.873535
	Iteration 7Q: 3 clusters Score -1725628 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1725728.375000 Penalty: 4636.873535
	Iteration 8Q: 3 clusters Score -1725728 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1725834.625000 Penalty: 4636.873535
	Iteration 9Q: 3 clusters Score -1725835 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1725952.750000 Penalty: 4636.873535
	Iteration 10Q: 3 clusters Score -1725953 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1726092.125000 Penalty: 4636.873535
	Iteration 11Q: 3 clusters Score -1726092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1726255.500000 Penalty: 4636.873535
	Iteration 12Q: 3 clusters Score -1726256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1726467.750000 Penalty: 4636.873535
	Iteration 13Q: 3 clusters Score -1726468 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1726703.250000 Penalty: 4636.873535
	Iteration 14Q: 3 clusters Score -1726703 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1726989.625000 Penalty: 4636.873535
	Iteration 15Q: 3 clusters Score -1726990 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1727281.125000 Penalty: 4636.873535
	Iteration 16Q: 3 clusters Score -1727281 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1727614.125000 Penalty: 4636.873535
	Iteration 17Q: 3 clusters Score -1727614 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1727919.500000 Penalty: 4636.873535
	Iteration 18Q: 3 clusters Score -1727920 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1728132.125000 Penalty: 4636.873535
	Iteration 19Q: 3 clusters Score -1728132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1728299.375000 Penalty: 4636.873535
	Iteration 20F: 3 clusters Score -1728299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1728411.875000 Penalty: 4636.873535
	Iteration 21Q: 3 clusters Score -1728412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1728488.875000 Penalty: 4636.873535
	Iteration 22Q: 3 clusters Score -1728489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1728553.125000 Penalty: 4636.873535
	Iteration 23Q: 3 clusters Score -1728553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1728606.000000 Penalty: 4636.873535
	Iteration 24Q: 3 clusters Score -1728606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1728635.500000 Penalty: 4636.873535
	Iteration 25Q: 3 clusters Score -1728636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1728650.625000 Penalty: 4636.873535
	Iteration 26Q: 3 clusters Score -1728651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1728666.125000 Penalty: 4636.873535
	Iteration 27Q: 3 clusters Score -1728666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1728678.250000 Penalty: 4636.873535
	Iteration 28Q: 3 clusters Score -1728678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1728688.375000 Penalty: 4636.873535
	Iteration 29Q: 3 clusters Score -1728688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1728692.750000 Penalty: 4636.873535
	Iteration 30Q: 3 clusters Score -1728693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1728703.625000 Penalty: 4636.873535
	Iteration 31Q: 3 clusters Score -1728704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1728711.625000 Penalty: 4636.873535
	Iteration 32Q: 3 clusters Score -1728712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1728717.625000 Penalty: 4636.873535
	Iteration 33Q: 3 clusters Score -1728718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1728728.500000 Penalty: 4636.873535
	Iteration 34Q: 3 clusters Score -1728728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1728732.875000 Penalty: 4636.873535
	Iteration 35Q: 3 clusters Score -1728733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1728736.750000 Penalty: 4636.873535
	Iteration 36Q: 3 clusters Score -1728737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1728739.000000 Penalty: 4636.873535
	Iteration 37Q: 3 clusters Score -1728739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1728742.375000 Penalty: 4636.873535
	Iteration 38Q: 3 clusters Score -1728742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1728745.000000 Penalty: 4636.873535
	Iteration 39Q: 3 clusters Score -1728745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1728746.625000 Penalty: 4636.873535
	Iteration 40F: 3 clusters Score -1728747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1728751.500000 Penalty: 4636.873535
	Iteration 41Q: 3 clusters Score -1728752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1728754.000000 Penalty: 4636.873535
	Iteration 42Q: 3 clusters Score -1728754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1728758.000000 Penalty: 4636.873535
	Iteration 43Q: 3 clusters Score -1728758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1728758.000000 Penalty: 4636.873535
	Iteration 44F: 3 clusters Score -1728758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Entering Unmasked Estep 
Score: -1458760.625000 Penalty: 2274.453613
	Iteration 0F: 2 clusters Score -1458761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1451488.875000 Penalty: 4548.907227
	Iteration 0F: 3 clusters Score -1451489 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1453803.000000 Penalty: 4548.907227
	Iteration 1F: 3 clusters Score -1453803 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1454332.250000 Penalty: 4548.907227
	Iteration 2F: 3 clusters Score -1454332 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1454763.375000 Penalty: 4548.907227
	Iteration 3F: 3 clusters Score -1454763 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1455107.250000 Penalty: 4548.907227
	Iteration 4F: 3 clusters Score -1455107 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1455380.625000 Penalty: 4548.907227
	Iteration 5Q: 3 clusters Score -1455381 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1455580.125000 Penalty: 4548.907227
	Iteration 6Q: 3 clusters Score -1455580 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1455726.875000 Penalty: 4548.907227
	Iteration 7Q: 3 clusters Score -1455727 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1455831.500000 Penalty: 4548.907227
	Iteration 8Q: 3 clusters Score -1455832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1455928.750000 Penalty: 4548.907227
	Iteration 9Q: 3 clusters Score -1455929 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1456011.375000 Penalty: 4548.907227
	Iteration 10Q: 3 clusters Score -1456011 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1456077.875000 Penalty: 4548.907227
	Iteration 11Q: 3 clusters Score -1456078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1456135.750000 Penalty: 4548.907227
	Iteration 12Q: 3 clusters Score -1456136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1456193.250000 Penalty: 4548.907227
	Iteration 13Q: 3 clusters Score -1456193 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1456241.500000 Penalty: 4548.907227
	Iteration 14Q: 3 clusters Score -1456242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1456286.125000 Penalty: 4548.907227
	Iteration 15Q: 3 clusters Score -1456286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1456329.000000 Penalty: 4548.907227
	Iteration 16Q: 3 clusters Score -1456329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1456387.375000 Penalty: 4548.907227
	Iteration 17Q: 3 clusters Score -1456387 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1456453.500000 Penalty: 4548.907227
	Iteration 18Q: 3 clusters Score -1456454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1456536.625000 Penalty: 4548.907227
	Iteration 19Q: 3 clusters Score -1456537 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1456622.250000 Penalty: 4548.907227
	Iteration 20F: 3 clusters Score -1456622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1456727.875000 Penalty: 4548.907227
	Iteration 21Q: 3 clusters Score -1456728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1456817.750000 Penalty: 4548.907227
	Iteration 22Q: 3 clusters Score -1456818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1456894.625000 Penalty: 4548.907227
	Iteration 23Q: 3 clusters Score -1456895 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1456956.875000 Penalty: 4548.907227
	Iteration 24Q: 3 clusters Score -1456957 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1457026.750000 Penalty: 4548.907227
	Iteration 25Q: 3 clusters Score -1457027 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1457094.375000 Penalty: 4548.907227
	Iteration 26Q: 3 clusters Score -1457094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1457173.875000 Penalty: 4548.907227
	Iteration 27Q: 3 clusters Score -1457174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1457238.000000 Penalty: 4548.907227
	Iteration 28Q: 3 clusters Score -1457238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1457291.125000 Penalty: 4548.907227
	Iteration 29Q: 3 clusters Score -1457291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1457330.625000 Penalty: 4548.907227
	Iteration 30Q: 3 clusters Score -1457331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1457363.125000 Penalty: 4548.907227
	Iteration 31Q: 3 clusters Score -1457363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1457391.250000 Penalty: 4548.907227
	Iteration 32Q: 3 clusters Score -1457391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1457412.125000 Penalty: 4548.907227
	Iteration 33Q: 3 clusters Score -1457412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1457426.250000 Penalty: 4548.907227
	Iteration 34Q: 3 clusters Score -1457426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1457443.500000 Penalty: 4548.907227
	Iteration 35Q: 3 clusters Score -1457444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1457453.625000 Penalty: 4548.907227
	Iteration 36Q: 3 clusters Score -1457454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1457457.250000 Penalty: 4548.907227
	Iteration 37Q: 3 clusters Score -1457457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1457463.375000 Penalty: 4548.907227
	Iteration 38Q: 3 clusters Score -1457463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1457464.000000 Penalty: 4548.907227
	Iteration 39Q: 3 clusters Score -1457464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1457463.875000 Penalty: 4548.907227
	Iteration 40F: 3 clusters Score -1457464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1457467.000000 Penalty: 4548.907227
	Iteration 41Q: 3 clusters Score -1457467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1457466.750000 Penalty: 4548.907227
	Iteration 42Q: 3 clusters Score -1457467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1457467.125000 Penalty: 4548.907227
	Iteration 43Q: 3 clusters Score -1457467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1457467.125000 Penalty: 4548.907227
	Iteration 44F: 3 clusters Score -1457467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -27021.863281 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -27021.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25973.181641 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -25973.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26543.812500 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -26543.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26885.136719 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -26885.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27118.876953 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -27118.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27203.708984 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -27203.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27271.664062 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -27271.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27324.580078 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -27324.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27383.435547 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -27383.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27383.435547 Penalty: 2846.937256
	Iteration 8F: 3 clusters Score -27383.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11482 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 184207 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74915 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 45009 members 
Mstep: Class 43 contains 107 members 
Entering Unmasked Estep 
Score: -70319544.000000 Penalty: 139297.500000
Splitting cluster 19 changes total score from -70321000.000000 to -70319544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (184207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Entering Unmasked Estep 
Score: -28116108.000000 Penalty: 3006.706299
	Iteration 0F: 2 clusters Score -2.811611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -27999346.000000 Penalty: 6013.412598
	Iteration 0F: 3 clusters Score -2.799935e+07 nChanged 88591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -28051798.000000 Penalty: 6013.412598
	Iteration 1F: 3 clusters Score -2.80518e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -28053092.000000 Penalty: 6013.412598
	Iteration 2Q: 3 clusters Score -2.805309e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -28054542.000000 Penalty: 6013.412598
	Iteration 3Q: 3 clusters Score -2.805454e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -28056174.000000 Penalty: 6013.412598
	Iteration 4Q: 3 clusters Score -2.805617e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -28058000.000000 Penalty: 6013.412598
	Iteration 5Q: 3 clusters Score -2.8058e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -28060418.000000 Penalty: 6013.412598
	Iteration 6Q: 3 clusters Score -2.806042e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -28063716.000000 Penalty: 6013.412598
	Iteration 7Q: 3 clusters Score -2.806372e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -28068398.000000 Penalty: 6013.412598
	Iteration 8Q: 3 clusters Score -2.80684e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -28075060.000000 Penalty: 6013.412598
	Iteration 9F: 3 clusters Score -2.807506e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 114210 members 
Entering Unmasked Estep 
Score: -28082920.000000 Penalty: 6013.412598
	Iteration 10F: 3 clusters Score -2.808292e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -28089088.000000 Penalty: 6013.412598
	Iteration 11F: 3 clusters Score -2.808909e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -28092518.000000 Penalty: 6013.412598
	Iteration 12Q: 3 clusters Score -2.809252e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 125763 members 
Entering Unmasked Estep 
Score: -28094214.000000 Penalty: 6013.412598
	Iteration 13Q: 3 clusters Score -2.809421e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -28095300.000000 Penalty: 6013.412598
	Iteration 14Q: 3 clusters Score -2.80953e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -28096360.000000 Penalty: 6013.412598
	Iteration 15Q: 3 clusters Score -2.809636e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 136028 members 
Entering Unmasked Estep 
Score: -28097372.000000 Penalty: 6013.412598
	Iteration 16Q: 3 clusters Score -2.809737e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -28098400.000000 Penalty: 6013.412598
	Iteration 17Q: 3 clusters Score -2.80984e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -28099584.000000 Penalty: 6013.412598
	Iteration 18Q: 3 clusters Score -2.809958e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -28100808.000000 Penalty: 6013.412598
	Iteration 19Q: 3 clusters Score -2.810081e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 150973 members 
Entering Unmasked Estep 
Score: -28101962.000000 Penalty: 6013.412598
	Iteration 20F: 3 clusters Score -2.810196e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -28103392.000000 Penalty: 6013.412598
	Iteration 21Q: 3 clusters Score -2.810339e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -28104738.000000 Penalty: 6013.412598
	Iteration 22Q: 3 clusters Score -2.810474e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -28106140.000000 Penalty: 6013.412598
	Iteration 23Q: 3 clusters Score -2.810614e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -28107496.000000 Penalty: 6013.412598
	Iteration 24Q: 3 clusters Score -2.81075e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 168218 members 
Entering Unmasked Estep 
Score: -28108428.000000 Penalty: 6013.412598
	Iteration 25Q: 3 clusters Score -2.810843e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -28109416.000000 Penalty: 6013.412598
	Iteration 26Q: 3 clusters Score -2.810942e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 173059 members 
Entering Unmasked Estep 
Score: -28110430.000000 Penalty: 6013.412598
	Iteration 27Q: 3 clusters Score -2.811043e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -28111536.000000 Penalty: 6013.412598
	Iteration 28Q: 3 clusters Score -2.811154e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 176775 members 
Entering Unmasked Estep 
Score: -28112650.000000 Penalty: 6013.412598
	Iteration 29Q: 3 clusters Score -2.811265e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 178105 members 
Entering Unmasked Estep 
Score: -28113682.000000 Penalty: 6013.412598
	Iteration 30Q: 3 clusters Score -2.811368e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -28114354.000000 Penalty: 6013.412598
	Iteration 31Q: 3 clusters Score -2.811435e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 179753 members 
Entering Unmasked Estep 
Score: -28114828.000000 Penalty: 6013.412598
	Iteration 32Q: 3 clusters Score -2.811483e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 180235 members 
Entering Unmasked Estep 
Score: -28115136.000000 Penalty: 6013.412598
	Iteration 33Q: 3 clusters Score -2.811514e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -28115290.000000 Penalty: 6013.412598
	Iteration 34Q: 3 clusters Score -2.811529e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 180841 members 
Entering Unmasked Estep 
Score: -28115348.000000 Penalty: 6013.412598
	Iteration 35Q: 3 clusters Score -2.811535e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 181002 members 
Entering Unmasked Estep 
Score: -28115318.000000 Penalty: 6013.412598
	Iteration 36Q: 3 clusters Score -2.811532e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -28115386.000000 Penalty: 6013.412598
	Iteration 37Q: 3 clusters Score -2.811539e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 181237 members 
Entering Unmasked Estep 
Score: -28115388.000000 Penalty: 6013.412598
	Iteration 38Q: 3 clusters Score -2.811539e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 181315 members 
Entering Unmasked Estep 
Score: -28115394.000000 Penalty: 6013.412598
	Iteration 39Q: 3 clusters Score -2.811539e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -28115386.000000 Penalty: 6013.412598
	Iteration 40F: 3 clusters Score -2.811539e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 181399 members 
Entering Unmasked Estep 
Score: -28115396.000000 Penalty: 6013.412598
	Iteration 41Q: 3 clusters Score -2.81154e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 181424 members 
Entering Unmasked Estep 
Score: -28115430.000000 Penalty: 6013.412598
	Iteration 42Q: 3 clusters Score -2.811543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 181438 members 
Entering Unmasked Estep 
Score: -28115432.000000 Penalty: 6013.412598
	Iteration 43Q: 3 clusters Score -2.811543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -28115428.000000 Penalty: 6013.412598
	Iteration 44Q: 3 clusters Score -2.811543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 181460 members 
Entering Unmasked Estep 
Score: -28115424.000000 Penalty: 6013.412598
	Iteration 45Q: 3 clusters Score -2.811542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 181465 members 
Entering Unmasked Estep 
Score: -28115428.000000 Penalty: 6013.412598
	Iteration 46Q: 3 clusters Score -2.811543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 181474 members 
Entering Unmasked Estep 
Score: -28115438.000000 Penalty: 6013.412598
	Iteration 47Q: 3 clusters Score -2.811544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 181481 members 
Entering Unmasked Estep 
Score: -28115428.000000 Penalty: 6013.412598
	Iteration 48Q: 3 clusters Score -2.811543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 181487 members 
Entering Unmasked Estep 
Score: -28115422.000000 Penalty: 6013.412598
	Iteration 49Q: 3 clusters Score -2.811542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -28115414.000000 Penalty: 6013.412598
	Iteration 50Q: 3 clusters Score -2.811541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 181493 members 
Entering Unmasked Estep 
Score: -28115420.000000 Penalty: 6013.412598
	Iteration 51Q: 3 clusters Score -2.811542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 181501 members 
Entering Unmasked Estep 
Score: -28115434.000000 Penalty: 6013.412598
	Iteration 52Q: 3 clusters Score -2.811543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 181507 members 
Entering Unmasked Estep 
Score: -28115448.000000 Penalty: 6013.412598
	Iteration 53Q: 3 clusters Score -2.811545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 181515 members 
Entering Unmasked Estep 
Score: -28115448.000000 Penalty: 6013.412598
	Iteration 54Q: 3 clusters Score -2.811545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 181518 members 
Entering Unmasked Estep 
Score: -28115456.000000 Penalty: 6013.412598
	Iteration 55Q: 3 clusters Score -2.811546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 181518 members 
Entering Unmasked Estep 
Score: -28115452.000000 Penalty: 6013.412598
	Iteration 56Q: 3 clusters Score -2.811545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 181522 members 
Entering Unmasked Estep 
Score: -28115442.000000 Penalty: 6013.412598
	Iteration 57Q: 3 clusters Score -2.811544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 181525 members 
Entering Unmasked Estep 
Score: -28115434.000000 Penalty: 6013.412598
	Iteration 58Q: 3 clusters Score -2.811543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 181525 members 
Entering Unmasked Estep 
Score: -28115434.000000 Penalty: 6013.412598
	Iteration 59F: 3 clusters Score -2.811543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -87524.554688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -87524.55 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 298 members 
Entering Unmasked Estep 
Score: -85912.351562 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -85912.35 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86192.976562 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -86192.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86290.570312 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -86290.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86384.031250 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -86384.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86560.117188 Penalty: 3212.578369
	Iteration 4F: 3 clusters Score -86560.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86790.945312 Penalty: 3212.578369
	Iteration 5F: 3 clusters Score -86790.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86977.109375 Penalty: 3212.578369
	Iteration 6F: 3 clusters Score -86977.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87156.632812 Penalty: 3212.578369
	Iteration 7F: 3 clusters Score -87156.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87228.570312 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -87228.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87256.500000 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -87256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87272.093750 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -87272.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87282.125000 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -87282.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87289.414062 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -87289.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87297.585938 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -87297.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87303.984375 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -87303.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87308.210938 Penalty: 3212.578369
	Iteration 15Q: 3 clusters Score -87308.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87313.085938 Penalty: 3212.578369
	Iteration 16Q: 3 clusters Score -87313.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87317.804688 Penalty: 3212.578369
	Iteration 17Q: 3 clusters Score -87317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87317.804688 Penalty: 3212.578369
	Iteration 18F: 3 clusters Score -87317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -42355.277344 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -42355.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41029.328125 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -41029.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41260.812500 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -41260.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41464.050781 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -41464.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41611.445312 Penalty: 2889.696045
	Iteration 3F: 3 clusters Score -41611.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41854.859375 Penalty: 2889.696045
	Iteration 4F: 3 clusters Score -41854.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -42140.066406 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -42140.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42207.347656 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -42207.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42270.714844 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -42270.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42293.343750 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -42293.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42299.410156 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -42299.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42299.410156 Penalty: 2889.696045
	Iteration 10F: 3 clusters Score -42299.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -95252.710938 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -95252.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93602.460938 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -93602.46 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93986.773438 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -93986.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -94200.390625 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -94200.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94345.531250 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -94345.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -94483.265625 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -94483.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -94663.828125 Penalty: 3274.883545
	Iteration 5F: 3 clusters Score -94663.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94870.351562 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -94870.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95000.789062 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -95000.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95065.273438 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -95065.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -95081.062500 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -95081.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -95087.984375 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -95087.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -95091.234375 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -95091.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -95091.234375 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -95091.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -89718.507812 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -89718.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88067.398438 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -88067.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88450.335938 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -88450.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88617.164062 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -88617.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88760.585938 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -88760.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88896.648438 Penalty: 3235.687012
	Iteration 4F: 3 clusters Score -88896.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -89035.007812 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -89035.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89154.234375 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -89154.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89199.554688 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -89199.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89236.570312 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -89236.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89236.570312 Penalty: 3235.687012
	Iteration 9F: 3 clusters Score -89236.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29858.427734 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29858.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28822.589844 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28822.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28970.025391 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28970.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29009.906250 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -29009.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29029.712891 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -29029.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29049.189453 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -29049.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29055.710938 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -29055.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29057.285156 Penalty: 2763.788330
	Iteration 6Q: 3 clusters Score -29057.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29057.285156 Penalty: 2763.788330
	Iteration 7F: 3 clusters Score -29057.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -81128.570312 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -81128.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79605.437500 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -79605.44 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79932.703125 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -79932.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80102.609375 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -80102.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80314.585938 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -80314.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80608.437500 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -80608.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -80723.625000 Penalty: 3191.535156
	Iteration 5F: 3 clusters Score -80723.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -80869.593750 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -80869.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80988.507812 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -80988.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -81035.687500 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -81035.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81059.187500 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -81059.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81099.406250 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -81099.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81111.421875 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -81111.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81114.421875 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -81114.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81117.601562 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -81117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -81132.890625 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -81132.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -81138.226562 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -81138.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -81146.210938 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -81146.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -81146.210938 Penalty: 3191.535156
	Iteration 17F: 3 clusters Score -81146.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11482 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184207 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74915 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 45009 members 
Mstep: Class 43 contains 175 members 
Entering Unmasked Estep 
Score: -70319384.000000 Penalty: 139297.500000
Splitting cluster 26 changes total score from -70321000.000000 to -70319384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -308202.250000 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -308202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -305547.218750 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -305547.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -306094.375000 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -306094.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -306262.843750 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -306262.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -306366.843750 Penalty: 3783.986084
	Iteration 3F: 3 clusters Score -306366.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -306426.093750 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -306426.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306478.218750 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -306478.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306514.687500 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -306514.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -306546.906250 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -306546.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306586.031250 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -306586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -306624.812500 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -306624.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -306651.468750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -306651.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -306666.843750 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -306666.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -306688.906250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -306688.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -306709.968750 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -306710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -306736.812500 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -306736.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -306747.500000 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -306747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -306756.406250 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -306756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -306765.218750 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -306765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -306773.218750 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -306773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -306776.593750 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -306776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -306781.625000 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -306781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -306787.937500 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -306787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -306797.062500 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -306797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -306801.687500 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -306801.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -306808.906250 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -306808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -306819.843750 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -306819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306829.437500 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -306829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306834.000000 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -306834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -306837.000000 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -306837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -306840.375000 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -306840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -306843.250000 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -306843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -306843.937500 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -306843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -306844.531250 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -306844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -306847.312500 Penalty: 3783.986084
	Iteration 33Q: 3 clusters Score -306847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -306853.125000 Penalty: 3783.986084
	Iteration 34Q: 3 clusters Score -306853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -306858.375000 Penalty: 3783.986084
	Iteration 35Q: 3 clusters Score -306858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -306865.687500 Penalty: 3783.986084
	Iteration 36Q: 3 clusters Score -306865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306875.750000 Penalty: 3783.986084
	Iteration 37Q: 3 clusters Score -306875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -306878.468750 Penalty: 3783.986084
	Iteration 38Q: 3 clusters Score -306878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -306886.343750 Penalty: 3783.986084
	Iteration 39Q: 3 clusters Score -306886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -306895.937500 Penalty: 3783.986084
	Iteration 40F: 3 clusters Score -306895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -306904.031250 Penalty: 3783.986084
	Iteration 41Q: 3 clusters Score -306904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -306907.062500 Penalty: 3783.986084
	Iteration 42Q: 3 clusters Score -306907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -306907.187500 Penalty: 3783.986084
	Iteration 43Q: 3 clusters Score -306907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306907.500000 Penalty: 3783.986084
	Iteration 44Q: 3 clusters Score -306907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306907.500000 Penalty: 3783.986084
	Iteration 45F: 3 clusters Score -306907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18522.015625 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18522.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18554.066406 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -18554.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18557.011719 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -18557.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18561.244141 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -18561.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18561.244141 Penalty: 2478.617432
	Iteration 4F: 3 clusters Score -18561.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -291258.031250 Penalty: 1885.643066
	Iteration 0F: 2 clusters Score -291258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -288596.406250 Penalty: 3771.286133
	Iteration 0F: 3 clusters Score -288596.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -289066.093750 Penalty: 3771.286133
	Iteration 1F: 3 clusters Score -289066.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -289184.218750 Penalty: 3771.286133
	Iteration 2F: 3 clusters Score -289184.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289245.718750 Penalty: 3771.286133
	Iteration 3Q: 3 clusters Score -289245.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -289283.375000 Penalty: 3771.286133
	Iteration 4Q: 3 clusters Score -289283.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289303.562500 Penalty: 3771.286133
	Iteration 5Q: 3 clusters Score -289303.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289322.468750 Penalty: 3771.286133
	Iteration 6Q: 3 clusters Score -289322.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -289339.781250 Penalty: 3771.286133
	Iteration 7Q: 3 clusters Score -289339.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289354.906250 Penalty: 3771.286133
	Iteration 8Q: 3 clusters Score -289354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289369.562500 Penalty: 3771.286133
	Iteration 9Q: 3 clusters Score -289369.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289382.250000 Penalty: 3771.286133
	Iteration 10Q: 3 clusters Score -289382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289400.968750 Penalty: 3771.286133
	Iteration 11Q: 3 clusters Score -289401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289411.625000 Penalty: 3771.286133
	Iteration 12Q: 3 clusters Score -289411.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289421.843750 Penalty: 3771.286133
	Iteration 13Q: 3 clusters Score -289421.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289435.687500 Penalty: 3771.286133
	Iteration 14Q: 3 clusters Score -289435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289448.468750 Penalty: 3771.286133
	Iteration 15Q: 3 clusters Score -289448.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -289456.500000 Penalty: 3771.286133
	Iteration 16Q: 3 clusters Score -289456.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289470.156250 Penalty: 3771.286133
	Iteration 17Q: 3 clusters Score -289470.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289479.125000 Penalty: 3771.286133
	Iteration 18Q: 3 clusters Score -289479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -289488.093750 Penalty: 3771.286133
	Iteration 19Q: 3 clusters Score -289488.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -289494.343750 Penalty: 3771.286133
	Iteration 20F: 3 clusters Score -289494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -289502.031250 Penalty: 3771.286133
	Iteration 21Q: 3 clusters Score -289502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -289508.656250 Penalty: 3771.286133
	Iteration 22Q: 3 clusters Score -289508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -289512.250000 Penalty: 3771.286133
	Iteration 23Q: 3 clusters Score -289512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -289520.437500 Penalty: 3771.286133
	Iteration 24Q: 3 clusters Score -289520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -289525.437500 Penalty: 3771.286133
	Iteration 25Q: 3 clusters Score -289525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289542.312500 Penalty: 3771.286133
	Iteration 26Q: 3 clusters Score -289542.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289560.312500 Penalty: 3771.286133
	Iteration 27Q: 3 clusters Score -289560.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289586.125000 Penalty: 3771.286133
	Iteration 28Q: 3 clusters Score -289586.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289602.593750 Penalty: 3771.286133
	Iteration 29Q: 3 clusters Score -289602.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -289625.312500 Penalty: 3771.286133
	Iteration 30Q: 3 clusters Score -289625.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289636.125000 Penalty: 3771.286133
	Iteration 31Q: 3 clusters Score -289636.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -289648.375000 Penalty: 3771.286133
	Iteration 32Q: 3 clusters Score -289648.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -289665.437500 Penalty: 3771.286133
	Iteration 33Q: 3 clusters Score -289665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -289686.437500 Penalty: 3771.286133
	Iteration 34Q: 3 clusters Score -289686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -289715.343750 Penalty: 3771.286133
	Iteration 35Q: 3 clusters Score -289715.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289740.937500 Penalty: 3771.286133
	Iteration 36Q: 3 clusters Score -289740.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -289757.031250 Penalty: 3771.286133
	Iteration 37Q: 3 clusters Score -289757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289771.750000 Penalty: 3771.286133
	Iteration 38Q: 3 clusters Score -289771.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -289785.437500 Penalty: 3771.286133
	Iteration 39Q: 3 clusters Score -289785.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289798.781250 Penalty: 3771.286133
	Iteration 40F: 3 clusters Score -289798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289814.625000 Penalty: 3771.286133
	Iteration 41Q: 3 clusters Score -289814.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -289829.875000 Penalty: 3771.286133
	Iteration 42Q: 3 clusters Score -289829.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289847.281250 Penalty: 3771.286133
	Iteration 43Q: 3 clusters Score -289847.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -289864.781250 Penalty: 3771.286133
	Iteration 44Q: 3 clusters Score -289864.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -289879.125000 Penalty: 3771.286133
	Iteration 45Q: 3 clusters Score -289879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289889.843750 Penalty: 3771.286133
	Iteration 46Q: 3 clusters Score -289889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289897.156250 Penalty: 3771.286133
	Iteration 47Q: 3 clusters Score -289897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289907.343750 Penalty: 3771.286133
	Iteration 48Q: 3 clusters Score -289907.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289916.531250 Penalty: 3771.286133
	Iteration 49Q: 3 clusters Score -289916.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -289922.843750 Penalty: 3771.286133
	Iteration 50Q: 3 clusters Score -289922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289934.812500 Penalty: 3771.286133
	Iteration 51Q: 3 clusters Score -289934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -289943.375000 Penalty: 3771.286133
	Iteration 52Q: 3 clusters Score -289943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289950.812500 Penalty: 3771.286133
	Iteration 53Q: 3 clusters Score -289950.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289964.593750 Penalty: 3771.286133
	Iteration 54Q: 3 clusters Score -289964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -289974.812500 Penalty: 3771.286133
	Iteration 55Q: 3 clusters Score -289974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -289984.562500 Penalty: 3771.286133
	Iteration 56Q: 3 clusters Score -289984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -289993.593750 Penalty: 3771.286133
	Iteration 57Q: 3 clusters Score -289993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -290000.031250 Penalty: 3771.286133
	Iteration 58Q: 3 clusters Score -290000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -290003.156250 Penalty: 3771.286133
	Iteration 59Q: 3 clusters Score -290003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -290004.968750 Penalty: 3771.286133
	Iteration 60F: 3 clusters Score -290005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -152098.421875 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -152098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -150087.093750 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -150087.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150379.562500 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -150379.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150485.218750 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -150485.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -150525.984375 Penalty: 3497.720459
	Iteration 3Q: 3 clusters Score -150526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150544.125000 Penalty: 3497.720459
	Iteration 4Q: 3 clusters Score -150544.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150562.578125 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -150562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150580.343750 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -150580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -150582.562500 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -150582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150583.062500 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -150583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150583.062500 Penalty: 3497.720459
	Iteration 9F: 3 clusters Score -150583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Entering Unmasked Estep 
Score: -5661167.000000 Penalty: 2609.941162
	Iteration 0F: 2 clusters Score -5661167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5635758.500000 Penalty: 5219.882324
	Iteration 0F: 3 clusters Score -5635758 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5645044.000000 Penalty: 5219.882324
	Iteration 1F: 3 clusters Score -5645044 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5645579.000000 Penalty: 5219.882324
	Iteration 2Q: 3 clusters Score -5645579 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -5646009.000000 Penalty: 5219.882324
	Iteration 3Q: 3 clusters Score -5646009 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5646486.000000 Penalty: 5219.882324
	Iteration 4Q: 3 clusters Score -5646486 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -5646995.000000 Penalty: 5219.882324
	Iteration 5Q: 3 clusters Score -5646995 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -5647521.000000 Penalty: 5219.882324
	Iteration 6Q: 3 clusters Score -5647521 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -5648136.000000 Penalty: 5219.882324
	Iteration 7Q: 3 clusters Score -5648136 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5648784.000000 Penalty: 5219.882324
	Iteration 8Q: 3 clusters Score -5648784 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5649602.500000 Penalty: 5219.882324
	Iteration 9Q: 3 clusters Score -5649602 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5650470.000000 Penalty: 5219.882324
	Iteration 10Q: 3 clusters Score -5650470 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5651525.000000 Penalty: 5219.882324
	Iteration 11Q: 3 clusters Score -5651525 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -5652579.500000 Penalty: 5219.882324
	Iteration 12Q: 3 clusters Score -5652580 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5653692.500000 Penalty: 5219.882324
	Iteration 13Q: 3 clusters Score -5653692 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5654732.500000 Penalty: 5219.882324
	Iteration 14Q: 3 clusters Score -5654732 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5655612.000000 Penalty: 5219.882324
	Iteration 15Q: 3 clusters Score -5655612 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5656208.000000 Penalty: 5219.882324
	Iteration 16Q: 3 clusters Score -5656208 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5656681.000000 Penalty: 5219.882324
	Iteration 17Q: 3 clusters Score -5656681 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -5656998.000000 Penalty: 5219.882324
	Iteration 18Q: 3 clusters Score -5656998 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -5657193.500000 Penalty: 5219.882324
	Iteration 19Q: 3 clusters Score -5657194 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5657362.000000 Penalty: 5219.882324
	Iteration 20F: 3 clusters Score -5657362 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5657496.000000 Penalty: 5219.882324
	Iteration 21Q: 3 clusters Score -5657496 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -5657624.000000 Penalty: 5219.882324
	Iteration 22Q: 3 clusters Score -5657624 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -5657697.500000 Penalty: 5219.882324
	Iteration 23Q: 3 clusters Score -5657698 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5657746.500000 Penalty: 5219.882324
	Iteration 24Q: 3 clusters Score -5657746 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -5657824.000000 Penalty: 5219.882324
	Iteration 25Q: 3 clusters Score -5657824 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5657879.500000 Penalty: 5219.882324
	Iteration 26Q: 3 clusters Score -5657880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5657917.500000 Penalty: 5219.882324
	Iteration 27Q: 3 clusters Score -5657918 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -5657989.500000 Penalty: 5219.882324
	Iteration 28Q: 3 clusters Score -5657990 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -5658039.500000 Penalty: 5219.882324
	Iteration 29Q: 3 clusters Score -5658040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -5658073.000000 Penalty: 5219.882324
	Iteration 30Q: 3 clusters Score -5658073 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5658094.000000 Penalty: 5219.882324
	Iteration 31Q: 3 clusters Score -5658094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -5658116.000000 Penalty: 5219.882324
	Iteration 32Q: 3 clusters Score -5658116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5658153.500000 Penalty: 5219.882324
	Iteration 33Q: 3 clusters Score -5658154 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5658165.500000 Penalty: 5219.882324
	Iteration 34Q: 3 clusters Score -5658166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -5658195.500000 Penalty: 5219.882324
	Iteration 35Q: 3 clusters Score -5658196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5658241.000000 Penalty: 5219.882324
	Iteration 36Q: 3 clusters Score -5658241 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5658269.000000 Penalty: 5219.882324
	Iteration 37Q: 3 clusters Score -5658269 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5658305.000000 Penalty: 5219.882324
	Iteration 38Q: 3 clusters Score -5658305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5658328.000000 Penalty: 5219.882324
	Iteration 39Q: 3 clusters Score -5658328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5658367.000000 Penalty: 5219.882324
	Iteration 40F: 3 clusters Score -5658367 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5658394.500000 Penalty: 5219.882324
	Iteration 41Q: 3 clusters Score -5658394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5658441.500000 Penalty: 5219.882324
	Iteration 42Q: 3 clusters Score -5658442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5658474.000000 Penalty: 5219.882324
	Iteration 43Q: 3 clusters Score -5658474 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5658513.500000 Penalty: 5219.882324
	Iteration 44Q: 3 clusters Score -5658514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5658536.500000 Penalty: 5219.882324
	Iteration 45Q: 3 clusters Score -5658536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5658576.500000 Penalty: 5219.882324
	Iteration 46Q: 3 clusters Score -5658576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5658599.500000 Penalty: 5219.882324
	Iteration 47Q: 3 clusters Score -5658600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5658622.000000 Penalty: 5219.882324
	Iteration 48Q: 3 clusters Score -5658622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5658660.000000 Penalty: 5219.882324
	Iteration 49Q: 3 clusters Score -5658660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5658711.000000 Penalty: 5219.882324
	Iteration 50Q: 3 clusters Score -5658711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5658741.000000 Penalty: 5219.882324
	Iteration 51Q: 3 clusters Score -5658741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5658778.000000 Penalty: 5219.882324
	Iteration 52Q: 3 clusters Score -5658778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5658813.500000 Penalty: 5219.882324
	Iteration 53Q: 3 clusters Score -5658814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5658847.500000 Penalty: 5219.882324
	Iteration 54Q: 3 clusters Score -5658848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5658879.500000 Penalty: 5219.882324
	Iteration 55Q: 3 clusters Score -5658880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5658883.500000 Penalty: 5219.882324
	Iteration 56Q: 3 clusters Score -5658884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5658917.500000 Penalty: 5219.882324
	Iteration 57Q: 3 clusters Score -5658918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5658946.000000 Penalty: 5219.882324
	Iteration 58Q: 3 clusters Score -5658946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5658997.500000 Penalty: 5219.882324
	Iteration 59Q: 3 clusters Score -5658998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5659033.000000 Penalty: 5219.882324
	Iteration 60F: 3 clusters Score -5659033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5659071.500000 Penalty: 5219.882324
	Iteration 61Q: 3 clusters Score -5659072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5659122.000000 Penalty: 5219.882324
	Iteration 62Q: 3 clusters Score -5659122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5659166.500000 Penalty: 5219.882324
	Iteration 63Q: 3 clusters Score -5659166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5659231.000000 Penalty: 5219.882324
	Iteration 64Q: 3 clusters Score -5659231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5659275.000000 Penalty: 5219.882324
	Iteration 65Q: 3 clusters Score -5659275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5659325.000000 Penalty: 5219.882324
	Iteration 66Q: 3 clusters Score -5659325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5659376.000000 Penalty: 5219.882324
	Iteration 67Q: 3 clusters Score -5659376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5659428.000000 Penalty: 5219.882324
	Iteration 68Q: 3 clusters Score -5659428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5659458.500000 Penalty: 5219.882324
	Iteration 69Q: 3 clusters Score -5659458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5659469.500000 Penalty: 5219.882324
	Iteration 70Q: 3 clusters Score -5659470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5659491.500000 Penalty: 5219.882324
	Iteration 71Q: 3 clusters Score -5659492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5659510.000000 Penalty: 5219.882324
	Iteration 72Q: 3 clusters Score -5659510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5659509.500000 Penalty: 5219.882324
	Iteration 73Q: 3 clusters Score -5659510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5659517.500000 Penalty: 5219.882324
	Iteration 74Q: 3 clusters Score -5659518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5659525.500000 Penalty: 5219.882324
	Iteration 75Q: 3 clusters Score -5659526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5659531.000000 Penalty: 5219.882324
	Iteration 76Q: 3 clusters Score -5659531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5659526.500000 Penalty: 5219.882324
	Iteration 77Q: 3 clusters Score -5659526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5659530.000000 Penalty: 5219.882324
	Iteration 78Q: 3 clusters Score -5659530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5659527.500000 Penalty: 5219.882324
	Iteration 79Q: 3 clusters Score -5659528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5659536.000000 Penalty: 5219.882324
	Iteration 80F: 3 clusters Score -5659536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5659531.000000 Penalty: 5219.882324
	Iteration 81Q: 3 clusters Score -5659531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5659531.000000 Penalty: 5219.882324
	Iteration 82Q: 3 clusters Score -5659531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5659529.000000 Penalty: 5219.882324
	Iteration 83Q: 3 clusters Score -5659529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5659528.500000 Penalty: 5219.882324
	Iteration 84Q: 3 clusters Score -5659528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5659527.500000 Penalty: 5219.882324
	Iteration 85Q: 3 clusters Score -5659528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5659530.500000 Penalty: 5219.882324
	Iteration 86Q: 3 clusters Score -5659530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5659536.000000 Penalty: 5219.882324
	Iteration 87Q: 3 clusters Score -5659536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5659536.000000 Penalty: 5219.882324
	Iteration 88F: 3 clusters Score -5659536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -18436.802734 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -18436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17459.695312 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -17459.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17527.347656 Penalty: 2558.891357
	Iteration 1F: 3 clusters Score -17527.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17581.142578 Penalty: 2558.891357
	Iteration 2Q: 3 clusters Score -17581.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17607.832031 Penalty: 2558.891357
	Iteration 3Q: 3 clusters Score -17607.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17607.832031 Penalty: 2558.891357
	Iteration 4F: 3 clusters Score -17607.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (74915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Entering Unmasked Estep 
Score: -11547036.000000 Penalty: 2783.579102
	Iteration 0F: 2 clusters Score -1.154704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -11497065.000000 Penalty: 5567.158203
	Iteration 0F: 3 clusters Score -1.149706e+07 nChanged 35185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -11517006.000000 Penalty: 5567.158203
	Iteration 1F: 3 clusters Score -1.151701e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -11517915.000000 Penalty: 5567.158203
	Iteration 2Q: 3 clusters Score -1.151792e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -11518933.000000 Penalty: 5567.158203
	Iteration 3Q: 3 clusters Score -1.151893e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -11520478.000000 Penalty: 5567.158203
	Iteration 4Q: 3 clusters Score -1.152048e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -11522319.000000 Penalty: 5567.158203
	Iteration 5Q: 3 clusters Score -1.152232e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -11524579.000000 Penalty: 5567.158203
	Iteration 6F: 3 clusters Score -1.152458e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -11527281.000000 Penalty: 5567.158203
	Iteration 7F: 3 clusters Score -1.152728e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -11530650.000000 Penalty: 5567.158203
	Iteration 8F: 3 clusters Score -1.153065e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -11534211.000000 Penalty: 5567.158203
	Iteration 9F: 3 clusters Score -1.153421e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -11537168.000000 Penalty: 5567.158203
	Iteration 10Q: 3 clusters Score -1.153717e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -11539324.000000 Penalty: 5567.158203
	Iteration 11Q: 3 clusters Score -1.153932e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -11540908.000000 Penalty: 5567.158203
	Iteration 12Q: 3 clusters Score -1.154091e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -11542003.000000 Penalty: 5567.158203
	Iteration 13Q: 3 clusters Score -1.1542e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -11542811.000000 Penalty: 5567.158203
	Iteration 14Q: 3 clusters Score -1.154281e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -11543288.000000 Penalty: 5567.158203
	Iteration 15Q: 3 clusters Score -1.154329e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -11543677.000000 Penalty: 5567.158203
	Iteration 16Q: 3 clusters Score -1.154368e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -11543892.000000 Penalty: 5567.158203
	Iteration 17Q: 3 clusters Score -1.154389e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -11544105.000000 Penalty: 5567.158203
	Iteration 18Q: 3 clusters Score -1.15441e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -11544238.000000 Penalty: 5567.158203
	Iteration 19Q: 3 clusters Score -1.154424e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -11544313.000000 Penalty: 5567.158203
	Iteration 20F: 3 clusters Score -1.154431e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -11544395.000000 Penalty: 5567.158203
	Iteration 21Q: 3 clusters Score -1.15444e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -11544428.000000 Penalty: 5567.158203
	Iteration 22Q: 3 clusters Score -1.154443e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -11544474.000000 Penalty: 5567.158203
	Iteration 23Q: 3 clusters Score -1.154447e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -11544484.000000 Penalty: 5567.158203
	Iteration 24Q: 3 clusters Score -1.154448e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -11544522.000000 Penalty: 5567.158203
	Iteration 25Q: 3 clusters Score -1.154452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -11544573.000000 Penalty: 5567.158203
	Iteration 26Q: 3 clusters Score -1.154457e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -11544609.000000 Penalty: 5567.158203
	Iteration 27Q: 3 clusters Score -1.154461e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -11544619.000000 Penalty: 5567.158203
	Iteration 28Q: 3 clusters Score -1.154462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -11544640.000000 Penalty: 5567.158203
	Iteration 29Q: 3 clusters Score -1.154464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -11544647.000000 Penalty: 5567.158203
	Iteration 30Q: 3 clusters Score -1.154465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -11544650.000000 Penalty: 5567.158203
	Iteration 31Q: 3 clusters Score -1.154465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -11544655.000000 Penalty: 5567.158203
	Iteration 32Q: 3 clusters Score -1.154466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -11544655.000000 Penalty: 5567.158203
	Iteration 33Q: 3 clusters Score -1.154466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -11544657.000000 Penalty: 5567.158203
	Iteration 34Q: 3 clusters Score -1.154466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -11544663.000000 Penalty: 5567.158203
	Iteration 35Q: 3 clusters Score -1.154466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -11544666.000000 Penalty: 5567.158203
	Iteration 36Q: 3 clusters Score -1.154467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -11544662.000000 Penalty: 5567.158203
	Iteration 37Q: 3 clusters Score -1.154466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -11544665.000000 Penalty: 5567.158203
	Iteration 38Q: 3 clusters Score -1.154466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -11544674.000000 Penalty: 5567.158203
	Iteration 39Q: 3 clusters Score -1.154467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -11544669.000000 Penalty: 5567.158203
	Iteration 40F: 3 clusters Score -1.154467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -11544671.000000 Penalty: 5567.158203
	Iteration 41Q: 3 clusters Score -1.154467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -11544673.000000 Penalty: 5567.158203
	Iteration 42Q: 3 clusters Score -1.154467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -11544677.000000 Penalty: 5567.158203
	Iteration 43Q: 3 clusters Score -1.154468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -11544672.000000 Penalty: 5567.158203
	Iteration 44Q: 3 clusters Score -1.154467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -11544670.000000 Penalty: 5567.158203
	Iteration 45Q: 3 clusters Score -1.154467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -11544673.000000 Penalty: 5567.158203
	Iteration 46Q: 3 clusters Score -1.154467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -11544680.000000 Penalty: 5567.158203
	Iteration 47Q: 3 clusters Score -1.154468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -11544682.000000 Penalty: 5567.158203
	Iteration 48Q: 3 clusters Score -1.154468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -11544681.000000 Penalty: 5567.158203
	Iteration 49Q: 3 clusters Score -1.154468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -11544684.000000 Penalty: 5567.158203
	Iteration 50Q: 3 clusters Score -1.154468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -11544695.000000 Penalty: 5567.158203
	Iteration 51Q: 3 clusters Score -1.15447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -11544705.000000 Penalty: 5567.158203
	Iteration 52Q: 3 clusters Score -1.15447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -11544702.000000 Penalty: 5567.158203
	Iteration 53Q: 3 clusters Score -1.15447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -11544702.000000 Penalty: 5567.158203
	Iteration 54F: 3 clusters Score -1.15447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -52800.007812 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -52800.01 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 191 members 
Entering Unmasked Estep 
Score: -51583.636719 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -51583.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51830.542969 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -51830.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51927.871094 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -51927.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51974.714844 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -51974.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51997.832031 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -51997.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52006.750000 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -52006.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52010.164062 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -52010.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52012.246094 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -52012.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52012.246094 Penalty: 2965.527344
	Iteration 8F: 3 clusters Score -52012.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -35569.539062 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -35569.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34422.746094 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -34422.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34671.121094 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -34671.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34738.074219 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -34738.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -34788.234375 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -34788.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34817.949219 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -34817.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34854.644531 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -34854.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34886.957031 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -34886.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -34914.718750 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -34914.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -34953.082031 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -34953.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -34963.820312 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -34963.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34968.847656 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -34968.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34971.113281 Penalty: 2846.937256
	Iteration 11F: 3 clusters Score -34971.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35002.406250 Penalty: 2846.937256
	Iteration 12Q: 3 clusters Score -35002.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35032.046875 Penalty: 2846.937256
	Iteration 13Q: 3 clusters Score -35032.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35045.281250 Penalty: 2846.937256
	Iteration 14Q: 3 clusters Score -35045.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35056.917969 Penalty: 2846.937256
	Iteration 15Q: 3 clusters Score -35056.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35063.433594 Penalty: 2846.937256
	Iteration 16Q: 3 clusters Score -35063.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35063.433594 Penalty: 2846.937256
	Iteration 17F: 3 clusters Score -35063.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -338148.593750 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -338148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -335350.125000 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -335350.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -335995.125000 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -335995.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -336245.031250 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -336245 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -336484.687500 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -336484.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -336738.812500 Penalty: 3844.304932
	Iteration 4F: 3 clusters Score -336738.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -336969.187500 Penalty: 3844.304932
	Iteration 5F: 3 clusters Score -336969.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -337128.093750 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -337128.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337246.062500 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -337246.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -337327.968750 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -337328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -337395.250000 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -337395.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337428.718750 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -337428.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -337464.562500 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -337464.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -337497.656250 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -337497.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -337522.656250 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -337522.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -337535.593750 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -337535.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -337547.656250 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -337547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -337555.343750 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -337555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -337558.968750 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -337559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -337566.281250 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -337566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337568.468750 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -337568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337571.906250 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -337571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337575.562500 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -337575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -337579.218750 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -337579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337579.843750 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -337579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337579.843750 Penalty: 3844.304932
	Iteration 24F: 3 clusters Score -337579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -342438.250000 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -342438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -339633.593750 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -339633.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -340135.281250 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -340135.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -340275.406250 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -340275.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -340372.125000 Penalty: 3835.255127
	Iteration 3Q: 3 clusters Score -340372.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -340436.906250 Penalty: 3835.255127
	Iteration 4Q: 3 clusters Score -340436.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340484.031250 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -340484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -340522.156250 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -340522.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -340554.968750 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -340555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -340586.125000 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -340586.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -340608.500000 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -340608.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -340620.343750 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -340620.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -340630.937500 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -340630.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -340638.906250 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -340638.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -340644.406250 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -340644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -340646.593750 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -340646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -340647.031250 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -340647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340649.281250 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -340649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -340649.656250 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -340649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -340649.656250 Penalty: 3835.255127
	Iteration 18F: 3 clusters Score -340649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -104355.734375 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -104355.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102592.140625 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -102592.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103042.875000 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -103042.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103296.890625 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -103296.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103438.546875 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -103438.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103521.710938 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -103521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103567.335938 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -103567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -103597.132812 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -103597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103635.195312 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -103635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103640.382812 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -103640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103640.382812 Penalty: 3364.529297
	Iteration 9F: 3 clusters Score -103640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 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 157 members 
Entering Unmasked Estep 
Score: -37110.941406 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37110.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37208.847656 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37208.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37239.140625 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37239.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37251.714844 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37251.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37257.261719 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37257.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37260.511719 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37260.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37260.511719 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -37260.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -31537.191406 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -31537.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30471.291016 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -30471.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30623.996094 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -30624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30690.021484 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -30690.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30711.958984 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -30711.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30730.007812 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -30730.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30732.990234 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -30732.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30732.990234 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -30732.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -260668.187500 Penalty: 1864.210327
	Iteration 0F: 2 clusters Score -260668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258214.953125 Penalty: 3728.420654
	Iteration 0F: 3 clusters Score -258215 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -258785.531250 Penalty: 3728.420654
	Iteration 1F: 3 clusters Score -258785.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -259076.937500 Penalty: 3728.420654
	Iteration 2F: 3 clusters Score -259076.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -259396.968750 Penalty: 3728.420654
	Iteration 3F: 3 clusters Score -259397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -259703.843750 Penalty: 3728.420654
	Iteration 4F: 3 clusters Score -259703.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -259976.796875 Penalty: 3728.420654
	Iteration 5F: 3 clusters Score -259976.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -260173.546875 Penalty: 3728.420654
	Iteration 6Q: 3 clusters Score -260173.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -260308.453125 Penalty: 3728.420654
	Iteration 7Q: 3 clusters Score -260308.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -260366.343750 Penalty: 3728.420654
	Iteration 8Q: 3 clusters Score -260366.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -260413.718750 Penalty: 3728.420654
	Iteration 9Q: 3 clusters Score -260413.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -260444.937500 Penalty: 3728.420654
	Iteration 10Q: 3 clusters Score -260444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -260458.828125 Penalty: 3728.420654
	Iteration 11Q: 3 clusters Score -260458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -260475.218750 Penalty: 3728.420654
	Iteration 12Q: 3 clusters Score -260475.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -260490.218750 Penalty: 3728.420654
	Iteration 13Q: 3 clusters Score -260490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -260498.015625 Penalty: 3728.420654
	Iteration 14Q: 3 clusters Score -260498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -260503.593750 Penalty: 3728.420654
	Iteration 15Q: 3 clusters Score -260503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -260507.750000 Penalty: 3728.420654
	Iteration 16Q: 3 clusters Score -260507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -260507.984375 Penalty: 3728.420654
	Iteration 17Q: 3 clusters Score -260508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -260510.312500 Penalty: 3728.420654
	Iteration 18Q: 3 clusters Score -260510.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -260518.437500 Penalty: 3728.420654
	Iteration 19Q: 3 clusters Score -260518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -260523.203125 Penalty: 3728.420654
	Iteration 20F: 3 clusters Score -260523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -260525.296875 Penalty: 3728.420654
	Iteration 21Q: 3 clusters Score -260525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -260526.125000 Penalty: 3728.420654
	Iteration 22Q: 3 clusters Score -260526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -260526.125000 Penalty: 3728.420654
	Iteration 23F: 3 clusters Score -260526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11482 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184207 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 74915 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2281 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322312.000000 Penalty: 136058.015625
Iteration 119Q: 43 clusters Score -7.032231e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20108 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29342 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 184353 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1155 members 
Mstep: Class 31 contains 37212 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 75087 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1843 members 
Mstep: Class 42 contains 43968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323368.000000 Penalty: 136058.015625
Iteration 120F: 43 clusters Score -7.032337e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20107 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29329 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 184179 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1156 members 
Mstep: Class 31 contains 37170 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 75098 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1845 members 
Mstep: Class 42 contains 43887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323864.000000 Penalty: 136058.015625
Iteration 121Q: 43 clusters Score -7.032386e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 335 members 
Mstep: Class 5 contains 20103 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29313 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11486 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 184036 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1156 members 
Mstep: Class 31 contains 37163 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 75126 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1848 members 
Mstep: Class 42 contains 43787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324000.000000 Penalty: 136058.015625
Iteration 122Q: 43 clusters Score -7.0324e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 335 members 
Mstep: Class 5 contains 20102 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29298 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11490 members 
Mstep: Class 18 contains 9614 members 
Mstep: Class 19 contains 303 members 
Mstep: Class 20 contains 183934 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2054 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 1156 members 
Mstep: Class 31 contains 37154 members 
Mstep: Class 32 contains 172 members 
Mstep: Class 33 contains 75159 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 321 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 43715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324128.000000 Penalty: 136058.015625
Iteration 123Q: 43 clusters Score -7.032413e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 335 members 
Mstep: Class 5 contains 20099 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29282 members 
Mstep: Class 15 contains 9690 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11487 members 
Mstep: Class 18 contains 9614 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183832 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 1157 members 
Mstep: Class 31 contains 37149 members 
Mstep: Class 32 contains 171 members 
Mstep: Class 33 contains 75211 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 43658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324272.000000 Penalty: 136058.015625
Iteration 124Q: 43 clusters Score -7.032427e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 335 members 
Mstep: Class 5 contains 20093 members 
Mstep: Class 6 contains 5235 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29265 members 
Mstep: Class 15 contains 9692 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11496 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183730 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1157 members 
Mstep: Class 31 contains 37146 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 75266 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1858 members 
Mstep: Class 42 contains 43629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324328.000000 Penalty: 136058.015625
Iteration 125Q: 43 clusters Score -7.032433e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 20087 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29256 members 
Mstep: Class 15 contains 9691 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11497 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183623 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 37137 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 75318 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 43610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324360.000000 Penalty: 136058.015625
Iteration 126Q: 43 clusters Score -7.032436e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 20076 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29241 members 
Mstep: Class 15 contains 9690 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11503 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183549 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2058 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 37133 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 75351 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 43594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324456.000000 Penalty: 136058.015625
Iteration 127Q: 43 clusters Score -7.032446e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 20067 members 
Mstep: Class 6 contains 5247 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29223 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11507 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183461 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 37136 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 75404 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1872 members 
Mstep: Class 42 contains 43582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324504.000000 Penalty: 136058.015625
Iteration 128Q: 43 clusters Score -7.03245e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 20063 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11509 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183384 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 37130 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 75438 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1876 members 
Mstep: Class 42 contains 43578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324632.000000 Penalty: 136058.015625
Iteration 129Q: 43 clusters Score -7.032463e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 20059 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29207 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11512 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183312 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 37129 members 
Mstep: Class 32 contains 165 members 
Mstep: Class 33 contains 75492 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1879 members 
Mstep: Class 42 contains 43568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324616.000000 Penalty: 136058.015625
Iteration 130Q: 43 clusters Score -7.032462e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 20053 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29202 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11516 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183250 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 37137 members 
Mstep: Class 32 contains 162 members 
Mstep: Class 33 contains 75531 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1883 members 
Mstep: Class 42 contains 43558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324616.000000 Penalty: 136058.015625
Iteration 131Q: 43 clusters Score -7.032462e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 20049 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29193 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11516 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183197 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 359 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 37143 members 
Mstep: Class 32 contains 158 members 
Mstep: Class 33 contains 75572 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1889 members 
Mstep: Class 42 contains 43551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324736.000000 Penalty: 136058.015625
Iteration 132Q: 43 clusters Score -7.032474e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20052 members 
Mstep: Class 6 contains 5250 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29180 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11517 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183150 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37151 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 75614 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1895 members 
Mstep: Class 42 contains 43549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324840.000000 Penalty: 136058.015625
Iteration 133Q: 43 clusters Score -7.032484e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20051 members 
Mstep: Class 6 contains 5244 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29170 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183090 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 37154 members 
Mstep: Class 32 contains 154 members 
Mstep: Class 33 contains 75652 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1900 members 
Mstep: Class 42 contains 43550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324968.000000 Penalty: 136058.015625
Iteration 134Q: 43 clusters Score -7.032497e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20050 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29165 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 183006 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 37155 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75711 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1908 members 
Mstep: Class 42 contains 43550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325024.000000 Penalty: 136058.015625
Iteration 135Q: 43 clusters Score -7.032502e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20052 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29152 members 
Mstep: Class 15 contains 9645 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 9609 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 182936 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 37154 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75769 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 43547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325128.000000 Penalty: 136058.015625
Iteration 136Q: 43 clusters Score -7.032513e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20052 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29135 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 182837 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37146 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75868 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2322 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 43547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325264.000000 Penalty: 136058.015625
Iteration 137Q: 43 clusters Score -7.032526e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20048 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29121 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 9612 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 182733 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37149 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75958 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1917 members 
Mstep: Class 42 contains 43546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325240.000000 Penalty: 136058.015625
Iteration 138Q: 43 clusters Score -7.032524e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20047 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29105 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 9613 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 182641 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37151 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76022 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1918 members 
Mstep: Class 42 contains 43550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325344.000000 Penalty: 136058.015625
Iteration 139Q: 43 clusters Score -7.032534e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20044 members 
Mstep: Class 6 contains 5238 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 182567 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2010 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37155 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76088 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 43545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325456.000000 Penalty: 136058.015625
Iteration 140F: 43 clusters Score -7.032546e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20045 members 
Mstep: Class 6 contains 5238 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29073 members 
Mstep: Class 15 contains 9626 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 182498 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37152 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76116 members 
Mstep: Class 34 contains 396 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1928 members 
Mstep: Class 42 contains 43547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325480.000000 Penalty: 136058.015625
Iteration 141Q: 43 clusters Score -7.032548e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6657 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20046 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29052 members 
Mstep: Class 15 contains 9620 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 9619 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 182460 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37149 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76123 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1929 members 
Mstep: Class 42 contains 43551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325472.000000 Penalty: 136058.015625
Iteration 142Q: 43 clusters Score -7.032547e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20046 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29037 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 182400 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37151 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76143 members 
Mstep: Class 34 contains 399 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325568.000000 Penalty: 136058.015625
Iteration 143Q: 43 clusters Score -7.032557e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20042 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29022 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11521 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 182362 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 623 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37148 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76157 members 
Mstep: Class 34 contains 399 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325512.000000 Penalty: 136058.015625
Iteration 144Q: 43 clusters Score -7.032551e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6825 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20042 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29014 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 182334 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 677 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2013 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 37146 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76164 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325704.000000 Penalty: 136058.015625
Iteration 145Q: 43 clusters Score -7.03257e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20041 members 
Mstep: Class 6 contains 5238 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 29005 members 
Mstep: Class 15 contains 9593 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11529 members 
Mstep: Class 18 contains 9619 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 182302 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 677 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2013 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 37144 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76159 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1941 members 
Mstep: Class 42 contains 43563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325736.000000 Penalty: 136058.015625
Iteration 146Q: 43 clusters Score -7.032574e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20041 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28992 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11530 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 182262 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 677 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1165 members 
Mstep: Class 31 contains 37137 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76181 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1944 members 
Mstep: Class 42 contains 43572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325704.000000 Penalty: 136058.015625
Iteration 147Q: 43 clusters Score -7.03257e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20037 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28989 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11530 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 182207 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 37139 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76220 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1949 members 
Mstep: Class 42 contains 43566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325672.000000 Penalty: 136058.015625
Iteration 148Q: 43 clusters Score -7.032567e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20028 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28978 members 
Mstep: Class 15 contains 9555 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11533 members 
Mstep: Class 18 contains 9621 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 182161 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 37148 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76231 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 43563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325688.000000 Penalty: 136058.015625
Iteration 149Q: 43 clusters Score -7.032569e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20026 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28971 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 9621 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 182089 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 1166 members 
Mstep: Class 31 contains 37154 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76259 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 43566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325784.000000 Penalty: 136058.015625
Iteration 150Q: 43 clusters Score -7.032578e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20029 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28964 members 
Mstep: Class 15 contains 9538 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11527 members 
Mstep: Class 18 contains 9621 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 182029 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 37158 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76290 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1958 members 
Mstep: Class 42 contains 43571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325744.000000 Penalty: 136058.015625
Iteration 151Q: 43 clusters Score -7.032574e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7211 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 9531 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11528 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 181991 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 37157 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76312 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1962 members 
Mstep: Class 42 contains 43574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325968.000000 Penalty: 136058.015625
Iteration 152Q: 43 clusters Score -7.032597e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28944 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11533 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 181951 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 37162 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76318 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1964 members 
Mstep: Class 42 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325920.000000 Penalty: 136058.015625
Iteration 153Q: 43 clusters Score -7.032592e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28931 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 181916 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2013 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 37163 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76314 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325976.000000 Penalty: 136058.015625
Iteration 154Q: 43 clusters Score -7.032598e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7368 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28921 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 9621 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181885 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 37168 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76295 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1973 members 
Mstep: Class 42 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326128.000000 Penalty: 136058.015625
Iteration 155Q: 43 clusters Score -7.032613e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28910 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 9621 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181857 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 37178 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76283 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1976 members 
Mstep: Class 42 contains 43595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326128.000000 Penalty: 136058.015625
Iteration 156Q: 43 clusters Score -7.032613e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28906 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181835 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37183 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76262 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 43599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326136.000000 Penalty: 136058.015625
Iteration 157Q: 43 clusters Score -7.032614e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28903 members 
Mstep: Class 15 contains 9451 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 9625 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37185 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76229 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 43601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326112.000000 Penalty: 136058.015625
Iteration 158Q: 43 clusters Score -7.032611e+07 nChanged 280
Entering ConstructFrom: 
Score: -70326112.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -708030.875000 Penalty: 2097.287842
	Iteration 0F: 2 clusters Score -708030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -703720.500000 Penalty: 4194.575684
	Iteration 0F: 3 clusters Score -703720.5 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -704739.625000 Penalty: 4194.575684
	Iteration 1F: 3 clusters Score -704739.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -704933.687500 Penalty: 4194.575684
	Iteration 2F: 3 clusters Score -704933.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -705043.437500 Penalty: 4194.575684
	Iteration 3Q: 3 clusters Score -705043.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -705132.937500 Penalty: 4194.575684
	Iteration 4Q: 3 clusters Score -705132.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -705187.500000 Penalty: 4194.575684
	Iteration 5Q: 3 clusters Score -705187.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -705228.125000 Penalty: 4194.575684
	Iteration 6Q: 3 clusters Score -705228.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -705264.937500 Penalty: 4194.575684
	Iteration 7Q: 3 clusters Score -705264.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -705298.875000 Penalty: 4194.575684
	Iteration 8Q: 3 clusters Score -705298.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -705332.500000 Penalty: 4194.575684
	Iteration 9Q: 3 clusters Score -705332.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -705355.562500 Penalty: 4194.575684
	Iteration 10Q: 3 clusters Score -705355.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -705376.062500 Penalty: 4194.575684
	Iteration 11Q: 3 clusters Score -705376.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -705394.125000 Penalty: 4194.575684
	Iteration 12Q: 3 clusters Score -705394.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -705410.312500 Penalty: 4194.575684
	Iteration 13Q: 3 clusters Score -705410.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -705418.437500 Penalty: 4194.575684
	Iteration 14Q: 3 clusters Score -705418.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -705426.375000 Penalty: 4194.575684
	Iteration 15Q: 3 clusters Score -705426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -705431.250000 Penalty: 4194.575684
	Iteration 16Q: 3 clusters Score -705431.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -705437.687500 Penalty: 4194.575684
	Iteration 17Q: 3 clusters Score -705437.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -705443.375000 Penalty: 4194.575684
	Iteration 18Q: 3 clusters Score -705443.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -705451.875000 Penalty: 4194.575684
	Iteration 19Q: 3 clusters Score -705451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -705456.000000 Penalty: 4194.575684
	Iteration 20F: 3 clusters Score -705456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -705461.312500 Penalty: 4194.575684
	Iteration 21Q: 3 clusters Score -705461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -705466.437500 Penalty: 4194.575684
	Iteration 22Q: 3 clusters Score -705466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -705471.187500 Penalty: 4194.575684
	Iteration 23Q: 3 clusters Score -705471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -705480.437500 Penalty: 4194.575684
	Iteration 24Q: 3 clusters Score -705480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -705485.250000 Penalty: 4194.575684
	Iteration 25Q: 3 clusters Score -705485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -705488.500000 Penalty: 4194.575684
	Iteration 26Q: 3 clusters Score -705488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -705490.437500 Penalty: 4194.575684
	Iteration 27Q: 3 clusters Score -705490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -705493.625000 Penalty: 4194.575684
	Iteration 28Q: 3 clusters Score -705493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -705494.250000 Penalty: 4194.575684
	Iteration 29Q: 3 clusters Score -705494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -705497.062500 Penalty: 4194.575684
	Iteration 30Q: 3 clusters Score -705497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -705497.875000 Penalty: 4194.575684
	Iteration 31Q: 3 clusters Score -705497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -705502.687500 Penalty: 4194.575684
	Iteration 32Q: 3 clusters Score -705502.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -705503.187500 Penalty: 4194.575684
	Iteration 33Q: 3 clusters Score -705503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -705507.000000 Penalty: 4194.575684
	Iteration 34Q: 3 clusters Score -705507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -705508.125000 Penalty: 4194.575684
	Iteration 35Q: 3 clusters Score -705508.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -705516.687500 Penalty: 4194.575684
	Iteration 36Q: 3 clusters Score -705516.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -705522.062500 Penalty: 4194.575684
	Iteration 37Q: 3 clusters Score -705522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -705531.875000 Penalty: 4194.575684
	Iteration 38Q: 3 clusters Score -705531.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -705536.875000 Penalty: 4194.575684
	Iteration 39Q: 3 clusters Score -705536.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -705545.687500 Penalty: 4194.575684
	Iteration 40F: 3 clusters Score -705545.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -705550.312500 Penalty: 4194.575684
	Iteration 41Q: 3 clusters Score -705550.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -705556.937500 Penalty: 4194.575684
	Iteration 42Q: 3 clusters Score -705556.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -705566.000000 Penalty: 4194.575684
	Iteration 43Q: 3 clusters Score -705566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -705580.437500 Penalty: 4194.575684
	Iteration 44Q: 3 clusters Score -705580.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -705590.687500 Penalty: 4194.575684
	Iteration 45Q: 3 clusters Score -705590.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -705599.187500 Penalty: 4194.575684
	Iteration 46Q: 3 clusters Score -705599.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -705608.750000 Penalty: 4194.575684
	Iteration 47Q: 3 clusters Score -705608.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -705615.625000 Penalty: 4194.575684
	Iteration 48Q: 3 clusters Score -705615.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -705622.062500 Penalty: 4194.575684
	Iteration 49Q: 3 clusters Score -705622.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -705635.375000 Penalty: 4194.575684
	Iteration 50Q: 3 clusters Score -705635.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -705652.312500 Penalty: 4194.575684
	Iteration 51Q: 3 clusters Score -705652.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -705665.937500 Penalty: 4194.575684
	Iteration 52Q: 3 clusters Score -705665.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -705683.812500 Penalty: 4194.575684
	Iteration 53Q: 3 clusters Score -705683.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -705708.625000 Penalty: 4194.575684
	Iteration 54Q: 3 clusters Score -705708.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -705729.625000 Penalty: 4194.575684
	Iteration 55Q: 3 clusters Score -705729.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -705758.375000 Penalty: 4194.575684
	Iteration 56Q: 3 clusters Score -705758.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -705784.000000 Penalty: 4194.575684
	Iteration 57Q: 3 clusters Score -705784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -705810.125000 Penalty: 4194.575684
	Iteration 58Q: 3 clusters Score -705810.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -705830.375000 Penalty: 4194.575684
	Iteration 59Q: 3 clusters Score -705830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -705848.750000 Penalty: 4194.575684
	Iteration 60F: 3 clusters Score -705848.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -705869.937500 Penalty: 4194.575684
	Iteration 61Q: 3 clusters Score -705869.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -705890.062500 Penalty: 4194.575684
	Iteration 62Q: 3 clusters Score -705890.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -705919.187500 Penalty: 4194.575684
	Iteration 63Q: 3 clusters Score -705919.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -705943.750000 Penalty: 4194.575684
	Iteration 64Q: 3 clusters Score -705943.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -705961.125000 Penalty: 4194.575684
	Iteration 65Q: 3 clusters Score -705961.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -705973.625000 Penalty: 4194.575684
	Iteration 66Q: 3 clusters Score -705973.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -705988.375000 Penalty: 4194.575684
	Iteration 67Q: 3 clusters Score -705988.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -706002.250000 Penalty: 4194.575684
	Iteration 68Q: 3 clusters Score -706002.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -706019.312500 Penalty: 4194.575684
	Iteration 69Q: 3 clusters Score -706019.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -706034.562500 Penalty: 4194.575684
	Iteration 70Q: 3 clusters Score -706034.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -706046.062500 Penalty: 4194.575684
	Iteration 71Q: 3 clusters Score -706046.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -706055.500000 Penalty: 4194.575684
	Iteration 72Q: 3 clusters Score -706055.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -706066.937500 Penalty: 4194.575684
	Iteration 73Q: 3 clusters Score -706066.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -706079.500000 Penalty: 4194.575684
	Iteration 74Q: 3 clusters Score -706079.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -706088.937500 Penalty: 4194.575684
	Iteration 75Q: 3 clusters Score -706088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -706093.562500 Penalty: 4194.575684
	Iteration 76Q: 3 clusters Score -706093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -706097.187500 Penalty: 4194.575684
	Iteration 77Q: 3 clusters Score -706097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -706099.937500 Penalty: 4194.575684
	Iteration 78Q: 3 clusters Score -706099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -706101.500000 Penalty: 4194.575684
	Iteration 79Q: 3 clusters Score -706101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -706102.750000 Penalty: 4194.575684
	Iteration 80F: 3 clusters Score -706102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -706103.500000 Penalty: 4194.575684
	Iteration 81Q: 3 clusters Score -706103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -706103.250000 Penalty: 4194.575684
	Iteration 82Q: 3 clusters Score -706103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -706104.000000 Penalty: 4194.575684
	Iteration 83Q: 3 clusters Score -706104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -706104.000000 Penalty: 4194.575684
	Iteration 84F: 3 clusters Score -706104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -1174016.750000 Penalty: 2216.234619
	Iteration 0F: 2 clusters Score -1174017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1167916.375000 Penalty: 4432.469238
	Iteration 0F: 3 clusters Score -1167916 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1169428.625000 Penalty: 4432.469238
	Iteration 1F: 3 clusters Score -1169429 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1169658.625000 Penalty: 4432.469238
	Iteration 2F: 3 clusters Score -1169659 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1169842.375000 Penalty: 4432.469238
	Iteration 3Q: 3 clusters Score -1169842 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1169968.875000 Penalty: 4432.469238
	Iteration 4Q: 3 clusters Score -1169969 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1170074.750000 Penalty: 4432.469238
	Iteration 5Q: 3 clusters Score -1170075 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1170159.500000 Penalty: 4432.469238
	Iteration 6Q: 3 clusters Score -1170160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1170234.750000 Penalty: 4432.469238
	Iteration 7Q: 3 clusters Score -1170235 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1170296.250000 Penalty: 4432.469238
	Iteration 8Q: 3 clusters Score -1170296 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1170367.000000 Penalty: 4432.469238
	Iteration 9Q: 3 clusters Score -1170367 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1170443.500000 Penalty: 4432.469238
	Iteration 10Q: 3 clusters Score -1170444 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1170531.750000 Penalty: 4432.469238
	Iteration 11Q: 3 clusters Score -1170532 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1170653.500000 Penalty: 4432.469238
	Iteration 12Q: 3 clusters Score -1170654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1170789.875000 Penalty: 4432.469238
	Iteration 13Q: 3 clusters Score -1170790 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1170934.625000 Penalty: 4432.469238
	Iteration 14Q: 3 clusters Score -1170935 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1171090.000000 Penalty: 4432.469238
	Iteration 15Q: 3 clusters Score -1171090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1171258.500000 Penalty: 4432.469238
	Iteration 16Q: 3 clusters Score -1171258 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1171425.875000 Penalty: 4432.469238
	Iteration 17Q: 3 clusters Score -1171426 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1171588.750000 Penalty: 4432.469238
	Iteration 18Q: 3 clusters Score -1171589 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1171732.750000 Penalty: 4432.469238
	Iteration 19Q: 3 clusters Score -1171733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1171835.625000 Penalty: 4432.469238
	Iteration 20F: 3 clusters Score -1171836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1171908.750000 Penalty: 4432.469238
	Iteration 21Q: 3 clusters Score -1171909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1171948.750000 Penalty: 4432.469238
	Iteration 22Q: 3 clusters Score -1171949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1171990.250000 Penalty: 4432.469238
	Iteration 23Q: 3 clusters Score -1171990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1172015.750000 Penalty: 4432.469238
	Iteration 24Q: 3 clusters Score -1172016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1172039.625000 Penalty: 4432.469238
	Iteration 25Q: 3 clusters Score -1172040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1172057.250000 Penalty: 4432.469238
	Iteration 26Q: 3 clusters Score -1172057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1172077.000000 Penalty: 4432.469238
	Iteration 27Q: 3 clusters Score -1172077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1172090.000000 Penalty: 4432.469238
	Iteration 28Q: 3 clusters Score -1172090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1172104.125000 Penalty: 4432.469238
	Iteration 29Q: 3 clusters Score -1172104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1172112.375000 Penalty: 4432.469238
	Iteration 30Q: 3 clusters Score -1172112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1172121.125000 Penalty: 4432.469238
	Iteration 31Q: 3 clusters Score -1172121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1172136.000000 Penalty: 4432.469238
	Iteration 32Q: 3 clusters Score -1172136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1172142.750000 Penalty: 4432.469238
	Iteration 33Q: 3 clusters Score -1172143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1172145.375000 Penalty: 4432.469238
	Iteration 34Q: 3 clusters Score -1172145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1172149.250000 Penalty: 4432.469238
	Iteration 35Q: 3 clusters Score -1172149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1172151.000000 Penalty: 4432.469238
	Iteration 36Q: 3 clusters Score -1172151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1172151.625000 Penalty: 4432.469238
	Iteration 37Q: 3 clusters Score -1172152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1172151.625000 Penalty: 4432.469238
	Iteration 38F: 3 clusters Score -1172152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -59490.976562 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -59490.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58226.703125 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -58226.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58984.746094 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -58984.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59563.398438 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -59563.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60213.136719 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -60213.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60672.742188 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -60672.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60905.589844 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -60905.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60941.980469 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -60941.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60952.007812 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -60952.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60960.542969 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -60960.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60966.207031 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -60966.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60966.207031 Penalty: 3057.004150
	Iteration 10F: 3 clusters Score -60966.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 295 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76177 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 43609 members 
Mstep: Class 43 contains 180 members 
Entering Unmasked Estep 
Score: -70325848.000000 Penalty: 139297.500000
Splitting cluster 3 changes total score from -70326112.000000 to -70325848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38725.644531 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -38725.64 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: -37517.710938 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -37517.71 nChanged 57
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: -37967.320312 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -37967.32 nChanged 29
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: -38150.820312 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -38150.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -38237.691406 Penalty: 2877.850586
	Iteration 3F: 3 clusters Score -38237.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38284.816406 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -38284.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38351.085938 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -38351.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38431.074219 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -38431.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38549.007812 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -38549.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -38566.527344 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -38566.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38578.132812 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -38578.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38585.183594 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -38585.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -38598.222656 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -38598.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38605.648438 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -38605.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38623.691406 Penalty: 2877.850586
	Iteration 13Q: 3 clusters Score -38623.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -38631.109375 Penalty: 2877.850586
	Iteration 14Q: 3 clusters Score -38631.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -38631.109375 Penalty: 2877.850586
	Iteration 15F: 3 clusters Score -38631.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Entering Unmasked Estep 
Score: -3116510.250000 Penalty: 2456.337402
	Iteration 0F: 2 clusters Score -3116510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3102355.500000 Penalty: 4912.674805
	Iteration 0F: 3 clusters Score -3102356 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3107038.250000 Penalty: 4912.674805
	Iteration 1F: 3 clusters Score -3107038 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3107398.000000 Penalty: 4912.674805
	Iteration 2F: 3 clusters Score -3107398 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3107633.500000 Penalty: 4912.674805
	Iteration 3Q: 3 clusters Score -3107634 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3107843.000000 Penalty: 4912.674805
	Iteration 4Q: 3 clusters Score -3107843 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3108093.750000 Penalty: 4912.674805
	Iteration 5Q: 3 clusters Score -3108094 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3108408.250000 Penalty: 4912.674805
	Iteration 6Q: 3 clusters Score -3108408 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3108843.750000 Penalty: 4912.674805
	Iteration 7Q: 3 clusters Score -3108844 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3109525.000000 Penalty: 4912.674805
	Iteration 8F: 3 clusters Score -3109525 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3110465.000000 Penalty: 4912.674805
	Iteration 9F: 3 clusters Score -3110465 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3111574.000000 Penalty: 4912.674805
	Iteration 10F: 3 clusters Score -3111574 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3112729.750000 Penalty: 4912.674805
	Iteration 11F: 3 clusters Score -3112730 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3113505.000000 Penalty: 4912.674805
	Iteration 12Q: 3 clusters Score -3113505 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3113949.500000 Penalty: 4912.674805
	Iteration 13Q: 3 clusters Score -3113950 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3114140.750000 Penalty: 4912.674805
	Iteration 14Q: 3 clusters Score -3114141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3114252.500000 Penalty: 4912.674805
	Iteration 15Q: 3 clusters Score -3114252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3114300.500000 Penalty: 4912.674805
	Iteration 16Q: 3 clusters Score -3114300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3114327.750000 Penalty: 4912.674805
	Iteration 17Q: 3 clusters Score -3114328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3114359.500000 Penalty: 4912.674805
	Iteration 18Q: 3 clusters Score -3114360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3114374.000000 Penalty: 4912.674805
	Iteration 19Q: 3 clusters Score -3114374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3114382.000000 Penalty: 4912.674805
	Iteration 20F: 3 clusters Score -3114382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3114382.250000 Penalty: 4912.674805
	Iteration 21Q: 3 clusters Score -3114382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3114383.500000 Penalty: 4912.674805
	Iteration 22Q: 3 clusters Score -3114384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3114383.500000 Penalty: 4912.674805
	Iteration 23F: 3 clusters Score -3114384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -805066.062500 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -805066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -800432.187500 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -800432.2 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -801582.312500 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -801582.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -801845.812500 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -801845.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -802047.437500 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -802047.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -802208.125000 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -802208.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -802339.375000 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -802339.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -802444.250000 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -802444.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -802541.312500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -802541.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -802659.125000 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -802659.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -802775.375000 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -802775.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -802879.000000 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -802879 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -802985.562500 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -802985.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -803058.125000 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -803058.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -803118.562500 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -803118.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -803167.062500 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -803167.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -803211.250000 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -803211.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -803248.187500 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -803248.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -803296.937500 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -803296.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -803338.562500 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -803338.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -803374.125000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -803374.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -803397.375000 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -803397.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -803422.812500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -803422.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -803462.000000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -803462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -803488.437500 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -803488.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -803507.125000 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -803507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -803518.937500 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -803518.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -803531.437500 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -803531.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -803546.062500 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -803546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -803554.375000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -803554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -803563.125000 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -803563.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -803571.062500 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -803571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -803574.312500 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -803574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -803578.187500 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -803578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -803579.125000 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -803579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -803579.375000 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -803579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -803583.062500 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -803583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -803585.000000 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -803585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -803586.875000 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -803586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -803589.875000 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -803589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -803591.937500 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -803591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -803593.187500 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -803593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -803596.375000 Penalty: 4246.550293
	Iteration 41Q: 3 clusters Score -803596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -803597.250000 Penalty: 4246.550293
	Iteration 42Q: 3 clusters Score -803597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -803597.062500 Penalty: 4246.550293
	Iteration 43Q: 3 clusters Score -803597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -803596.875000 Penalty: 4246.550293
	Iteration 44Q: 3 clusters Score -803596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -803598.187500 Penalty: 4246.550293
	Iteration 45Q: 3 clusters Score -803598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -803598.187500 Penalty: 4246.550293
	Iteration 46F: 3 clusters Score -803598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -38193.066406 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -38193.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37030.652344 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -37030.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37192.261719 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -37192.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37240.632812 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -37240.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37283.335938 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -37283.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37309.765625 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -37309.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37360.253906 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -37360.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37368.843750 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -37368.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37401.343750 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -37401.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37489.718750 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -37489.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37502.546875 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -37502.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37502.546875 Penalty: 2825.758301
	Iteration 10F: 3 clusters Score -37502.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -117162.187500 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -117162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115413.804688 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -115413.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -115775.101562 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -115775.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116001.500000 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -116001.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116175.187500 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -116175.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -116325.289062 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -116325.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -116414.734375 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -116414.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -116461.703125 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -116461.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -116495.445312 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -116495.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -116514.546875 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -116514.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -116525.890625 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -116525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116528.492188 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -116528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -116530.648438 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -116530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -116533.296875 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -116533.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -116533.296875 Penalty: 3346.220459
	Iteration 13F: 3 clusters Score -116533.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -59994.074219 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -59994.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58621.449219 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -58621.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58906.925781 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -58906.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59024.433594 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -59024.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59109.433594 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -59109.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59177.144531 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -59177.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59230.625000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -59230.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59271.925781 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -59271.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59309.421875 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -59309.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59336.496094 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -59336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59351.117188 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -59351.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59363.031250 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -59363.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59396.152344 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -59396.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59396.765625 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -59396.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59396.765625 Penalty: 3067.337891
	Iteration 13F: 3 clusters Score -59396.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -642339.187500 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -642339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -638065.000000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -638065 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -639152.937500 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -639152.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -639504.812500 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -639504.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -639781.187500 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -639781.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -640034.437500 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -640034.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -640269.562500 Penalty: 4167.172852
	Iteration 5F: 3 clusters Score -640269.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -640493.750000 Penalty: 4167.172852
	Iteration 6F: 3 clusters Score -640493.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -640684.312500 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -640684.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -640839.000000 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -640839 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -640982.437500 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -640982.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -641110.750000 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -641110.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -641187.562500 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -641187.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -641258.062500 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -641258.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -641326.875000 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -641326.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -641397.562500 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -641397.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -641473.000000 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -641473 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -641588.562500 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -641588.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -641727.250000 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -641727.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -641850.687500 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -641850.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -641927.687500 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -641927.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -642010.437500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -642010.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -642090.687500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -642090.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -642146.750000 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -642146.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -642224.687500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -642224.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -642277.875000 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -642277.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -642314.500000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -642314.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -642345.187500 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -642345.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -642368.125000 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -642368.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -642387.687500 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -642387.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -642400.750000 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -642400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -642415.125000 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -642415.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -642427.125000 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -642427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -642435.187500 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -642435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -642441.312500 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -642441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -642442.875000 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -642442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -642446.625000 Penalty: 4167.172852
	Iteration 35Q: 3 clusters Score -642446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -642448.312500 Penalty: 4167.172852
	Iteration 36Q: 3 clusters Score -642448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -642451.750000 Penalty: 4167.172852
	Iteration 37Q: 3 clusters Score -642451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -642453.875000 Penalty: 4167.172852
	Iteration 38Q: 3 clusters Score -642453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -642455.250000 Penalty: 4167.172852
	Iteration 39Q: 3 clusters Score -642455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -642464.687500 Penalty: 4167.172852
	Iteration 40F: 3 clusters Score -642464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -642474.125000 Penalty: 4167.172852
	Iteration 41Q: 3 clusters Score -642474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -642477.937500 Penalty: 4167.172852
	Iteration 42Q: 3 clusters Score -642477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -642486.875000 Penalty: 4167.172852
	Iteration 43Q: 3 clusters Score -642486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -642503.125000 Penalty: 4167.172852
	Iteration 44Q: 3 clusters Score -642503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -642510.687500 Penalty: 4167.172852
	Iteration 45Q: 3 clusters Score -642510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -642515.750000 Penalty: 4167.172852
	Iteration 46Q: 3 clusters Score -642515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -642519.875000 Penalty: 4167.172852
	Iteration 47Q: 3 clusters Score -642519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -642529.375000 Penalty: 4167.172852
	Iteration 48Q: 3 clusters Score -642529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -642533.062500 Penalty: 4167.172852
	Iteration 49Q: 3 clusters Score -642533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -642538.937500 Penalty: 4167.172852
	Iteration 50Q: 3 clusters Score -642538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -642546.687500 Penalty: 4167.172852
	Iteration 51Q: 3 clusters Score -642546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -642556.625000 Penalty: 4167.172852
	Iteration 52Q: 3 clusters Score -642556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -642559.062500 Penalty: 4167.172852
	Iteration 53Q: 3 clusters Score -642559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -642562.062500 Penalty: 4167.172852
	Iteration 54Q: 3 clusters Score -642562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -642565.687500 Penalty: 4167.172852
	Iteration 55Q: 3 clusters Score -642565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -642568.375000 Penalty: 4167.172852
	Iteration 56Q: 3 clusters Score -642568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -642568.187500 Penalty: 4167.172852
	Iteration 57Q: 3 clusters Score -642568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -642568.437500 Penalty: 4167.172852
	Iteration 58Q: 3 clusters Score -642568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -642568.437500 Penalty: 4167.172852
	Iteration 59F: 3 clusters Score -642568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76177 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 43609 members 
Mstep: Class 43 contains 1518 members 
Entering Unmasked Estep 
Score: -70325376.000000 Penalty: 139297.500000
Splitting cluster 10 changes total score from -70326112.000000 to -70325376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -792003.312500 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -792003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -787251.750000 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -787251.8 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -788398.750000 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -788398.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -788694.625000 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -788694.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -788909.000000 Penalty: 4266.087402
	Iteration 3F: 3 clusters Score -788909 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -789079.625000 Penalty: 4266.087402
	Iteration 4F: 3 clusters Score -789079.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -789202.437500 Penalty: 4266.087402
	Iteration 5Q: 3 clusters Score -789202.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -789329.125000 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -789329.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -789440.812500 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -789440.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -789553.000000 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -789553 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -789674.875000 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -789674.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -789788.312500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -789788.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -789906.312500 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -789906.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -790030.250000 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -790030.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -790132.000000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -790132 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -790231.937500 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -790231.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -790319.000000 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -790319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -790438.625000 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -790438.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -790518.812500 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -790518.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -790581.250000 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -790581.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -790620.500000 Penalty: 4266.087402
	Iteration 19Q: 3 clusters Score -790620.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -790650.062500 Penalty: 4266.087402
	Iteration 20F: 3 clusters Score -790650.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -790679.937500 Penalty: 4266.087402
	Iteration 21Q: 3 clusters Score -790679.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -790704.812500 Penalty: 4266.087402
	Iteration 22Q: 3 clusters Score -790704.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -790722.000000 Penalty: 4266.087402
	Iteration 23Q: 3 clusters Score -790722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -790745.625000 Penalty: 4266.087402
	Iteration 24Q: 3 clusters Score -790745.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -790761.312500 Penalty: 4266.087402
	Iteration 25Q: 3 clusters Score -790761.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -790776.812500 Penalty: 4266.087402
	Iteration 26Q: 3 clusters Score -790776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -790786.750000 Penalty: 4266.087402
	Iteration 27Q: 3 clusters Score -790786.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -790799.125000 Penalty: 4266.087402
	Iteration 28Q: 3 clusters Score -790799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -790804.687500 Penalty: 4266.087402
	Iteration 29Q: 3 clusters Score -790804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -790813.062500 Penalty: 4266.087402
	Iteration 30Q: 3 clusters Score -790813.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -790816.937500 Penalty: 4266.087402
	Iteration 31Q: 3 clusters Score -790816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -790817.250000 Penalty: 4266.087402
	Iteration 32Q: 3 clusters Score -790817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -790818.500000 Penalty: 4266.087402
	Iteration 33Q: 3 clusters Score -790818.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -790820.875000 Penalty: 4266.087402
	Iteration 34Q: 3 clusters Score -790820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -790823.000000 Penalty: 4266.087402
	Iteration 35Q: 3 clusters Score -790823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -790824.500000 Penalty: 4266.087402
	Iteration 36Q: 3 clusters Score -790824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -790824.437500 Penalty: 4266.087402
	Iteration 37Q: 3 clusters Score -790824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -790824.437500 Penalty: 4266.087402
	Iteration 38F: 3 clusters Score -790824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -214275.359375 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -214275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -212033.109375 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -212033.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -212481.609375 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -212481.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -212642.453125 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -212642.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -212722.968750 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -212723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212819.984375 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -212820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212924.687500 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -212924.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213013.484375 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -213013.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213101.703125 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -213101.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -213189.312500 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -213189.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213281.640625 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -213281.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213371.796875 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -213371.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -213463.109375 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -213463.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -213561.906250 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -213561.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -213649.953125 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -213650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213709.281250 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -213709.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -213738.078125 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -213738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -213764.515625 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -213764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213794.671875 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -213794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -213812.828125 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -213812.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213826.375000 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -213826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213835.250000 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -213835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213843.734375 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -213843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213848.593750 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -213848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -213852.343750 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -213852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213856.515625 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -213856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213858.265625 Penalty: 3633.927002
	Iteration 25Q: 3 clusters Score -213858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -213860.375000 Penalty: 3633.927002
	Iteration 26Q: 3 clusters Score -213860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213861.265625 Penalty: 3633.927002
	Iteration 27Q: 3 clusters Score -213861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213861.265625 Penalty: 3633.927002
	Iteration 28F: 3 clusters Score -213861.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -106516.828125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -106516.8 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 375 members 
Entering Unmasked Estep 
Score: -104825.851562 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -104825.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105187.210938 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -105187.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105340.343750 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -105340.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105462.992188 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -105463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105550.023438 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -105550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105591.500000 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -105591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -105626.648438 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -105626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105665.796875 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -105665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105691.523438 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -105691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105706.921875 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -105706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -105721.765625 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -105721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105728.796875 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -105728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105734.460938 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -105734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -105742.695312 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -105742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -105744.679688 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -105744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -105745.671875 Penalty: 3286.194580
	Iteration 15Q: 3 clusters Score -105745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -105747.390625 Penalty: 3286.194580
	Iteration 16Q: 3 clusters Score -105747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105751.335938 Penalty: 3286.194580
	Iteration 17Q: 3 clusters Score -105751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105751.335938 Penalty: 3286.194580
	Iteration 18F: 3 clusters Score -105751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Entering Unmasked Estep 
Score: -4354772.000000 Penalty: 2547.347412
	Iteration 0F: 2 clusters Score -4354772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4334945.000000 Penalty: 5094.694824
	Iteration 0F: 3 clusters Score -4334945 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4341913.500000 Penalty: 5094.694824
	Iteration 1F: 3 clusters Score -4341914 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4342434.000000 Penalty: 5094.694824
	Iteration 2Q: 3 clusters Score -4342434 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4342910.500000 Penalty: 5094.694824
	Iteration 3Q: 3 clusters Score -4342910 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4343398.500000 Penalty: 5094.694824
	Iteration 4Q: 3 clusters Score -4343398 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4343919.000000 Penalty: 5094.694824
	Iteration 5Q: 3 clusters Score -4343919 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4344491.000000 Penalty: 5094.694824
	Iteration 6Q: 3 clusters Score -4344491 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -4345128.500000 Penalty: 5094.694824
	Iteration 7Q: 3 clusters Score -4345128 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4345836.000000 Penalty: 5094.694824
	Iteration 8Q: 3 clusters Score -4345836 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4346527.500000 Penalty: 5094.694824
	Iteration 9Q: 3 clusters Score -4346528 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4347227.500000 Penalty: 5094.694824
	Iteration 10Q: 3 clusters Score -4347228 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -4347898.000000 Penalty: 5094.694824
	Iteration 11Q: 3 clusters Score -4347898 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4348505.000000 Penalty: 5094.694824
	Iteration 12Q: 3 clusters Score -4348505 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -4349029.500000 Penalty: 5094.694824
	Iteration 13Q: 3 clusters Score -4349030 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4349502.500000 Penalty: 5094.694824
	Iteration 14Q: 3 clusters Score -4349502 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4349948.500000 Penalty: 5094.694824
	Iteration 15Q: 3 clusters Score -4349948 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4350345.000000 Penalty: 5094.694824
	Iteration 16Q: 3 clusters Score -4350345 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4350684.000000 Penalty: 5094.694824
	Iteration 17Q: 3 clusters Score -4350684 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4350993.500000 Penalty: 5094.694824
	Iteration 18Q: 3 clusters Score -4350994 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4351293.000000 Penalty: 5094.694824
	Iteration 19Q: 3 clusters Score -4351293 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4351556.500000 Penalty: 5094.694824
	Iteration 20F: 3 clusters Score -4351556 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4351791.000000 Penalty: 5094.694824
	Iteration 21Q: 3 clusters Score -4351791 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4351935.000000 Penalty: 5094.694824
	Iteration 22Q: 3 clusters Score -4351935 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4352056.500000 Penalty: 5094.694824
	Iteration 23Q: 3 clusters Score -4352056 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4352170.000000 Penalty: 5094.694824
	Iteration 24Q: 3 clusters Score -4352170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4352266.000000 Penalty: 5094.694824
	Iteration 25Q: 3 clusters Score -4352266 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4352330.500000 Penalty: 5094.694824
	Iteration 26Q: 3 clusters Score -4352330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4352402.000000 Penalty: 5094.694824
	Iteration 27Q: 3 clusters Score -4352402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4352453.500000 Penalty: 5094.694824
	Iteration 28Q: 3 clusters Score -4352454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4352480.000000 Penalty: 5094.694824
	Iteration 29Q: 3 clusters Score -4352480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4352506.500000 Penalty: 5094.694824
	Iteration 30Q: 3 clusters Score -4352506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4352539.500000 Penalty: 5094.694824
	Iteration 31Q: 3 clusters Score -4352540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4352565.500000 Penalty: 5094.694824
	Iteration 32Q: 3 clusters Score -4352566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4352573.500000 Penalty: 5094.694824
	Iteration 33Q: 3 clusters Score -4352574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4352588.500000 Penalty: 5094.694824
	Iteration 34Q: 3 clusters Score -4352588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4352601.000000 Penalty: 5094.694824
	Iteration 35Q: 3 clusters Score -4352601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4352612.000000 Penalty: 5094.694824
	Iteration 36Q: 3 clusters Score -4352612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4352628.500000 Penalty: 5094.694824
	Iteration 37Q: 3 clusters Score -4352628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4352627.000000 Penalty: 5094.694824
	Iteration 38Q: 3 clusters Score -4352627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4352628.000000 Penalty: 5094.694824
	Iteration 39Q: 3 clusters Score -4352628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4352635.500000 Penalty: 5094.694824
	Iteration 40F: 3 clusters Score -4352636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4352643.500000 Penalty: 5094.694824
	Iteration 41Q: 3 clusters Score -4352644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4352648.500000 Penalty: 5094.694824
	Iteration 42Q: 3 clusters Score -4352648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4352649.500000 Penalty: 5094.694824
	Iteration 43Q: 3 clusters Score -4352650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4352651.500000 Penalty: 5094.694824
	Iteration 44Q: 3 clusters Score -4352652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4352653.000000 Penalty: 5094.694824
	Iteration 45Q: 3 clusters Score -4352653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4352654.000000 Penalty: 5094.694824
	Iteration 46Q: 3 clusters Score -4352654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4352655.000000 Penalty: 5094.694824
	Iteration 47Q: 3 clusters Score -4352655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4352658.000000 Penalty: 5094.694824
	Iteration 48Q: 3 clusters Score -4352658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4352659.500000 Penalty: 5094.694824
	Iteration 49Q: 3 clusters Score -4352660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4352660.500000 Penalty: 5094.694824
	Iteration 50Q: 3 clusters Score -4352660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4352659.500000 Penalty: 5094.694824
	Iteration 51Q: 3 clusters Score -4352660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4352665.500000 Penalty: 5094.694824
	Iteration 52Q: 3 clusters Score -4352666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4352661.000000 Penalty: 5094.694824
	Iteration 53Q: 3 clusters Score -4352661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4352666.500000 Penalty: 5094.694824
	Iteration 54Q: 3 clusters Score -4352666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4352669.000000 Penalty: 5094.694824
	Iteration 55Q: 3 clusters Score -4352669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4352670.000000 Penalty: 5094.694824
	Iteration 56Q: 3 clusters Score -4352670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4352674.500000 Penalty: 5094.694824
	Iteration 57Q: 3 clusters Score -4352674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4352670.500000 Penalty: 5094.694824
	Iteration 58Q: 3 clusters Score -4352670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4352670.500000 Penalty: 5094.694824
	Iteration 59F: 3 clusters Score -4352670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Entering Unmasked Estep 
Score: -1360561.000000 Penalty: 2269.845947
	Iteration 0F: 2 clusters Score -1360561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1353246.625000 Penalty: 4539.691895
	Iteration 0F: 3 clusters Score -1353247 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1355675.250000 Penalty: 4539.691895
	Iteration 1F: 3 clusters Score -1355675 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1356251.375000 Penalty: 4539.691895
	Iteration 2F: 3 clusters Score -1356251 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1356683.500000 Penalty: 4539.691895
	Iteration 3F: 3 clusters Score -1356684 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1357039.500000 Penalty: 4539.691895
	Iteration 4F: 3 clusters Score -1357040 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1357367.125000 Penalty: 4539.691895
	Iteration 5F: 3 clusters Score -1357367 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1357625.250000 Penalty: 4539.691895
	Iteration 6Q: 3 clusters Score -1357625 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1357898.500000 Penalty: 4539.691895
	Iteration 7Q: 3 clusters Score -1357898 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1358168.750000 Penalty: 4539.691895
	Iteration 8Q: 3 clusters Score -1358169 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1358411.000000 Penalty: 4539.691895
	Iteration 9Q: 3 clusters Score -1358411 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1358645.250000 Penalty: 4539.691895
	Iteration 10Q: 3 clusters Score -1358645 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1358864.875000 Penalty: 4539.691895
	Iteration 11Q: 3 clusters Score -1358865 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1359014.375000 Penalty: 4539.691895
	Iteration 12Q: 3 clusters Score -1359014 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1359126.625000 Penalty: 4539.691895
	Iteration 13Q: 3 clusters Score -1359127 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1359215.750000 Penalty: 4539.691895
	Iteration 14Q: 3 clusters Score -1359216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1359274.625000 Penalty: 4539.691895
	Iteration 15Q: 3 clusters Score -1359275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1359328.250000 Penalty: 4539.691895
	Iteration 16Q: 3 clusters Score -1359328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1359360.375000 Penalty: 4539.691895
	Iteration 17Q: 3 clusters Score -1359360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1359396.125000 Penalty: 4539.691895
	Iteration 18Q: 3 clusters Score -1359396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1359425.125000 Penalty: 4539.691895
	Iteration 19Q: 3 clusters Score -1359425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1359455.750000 Penalty: 4539.691895
	Iteration 20F: 3 clusters Score -1359456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1359475.000000 Penalty: 4539.691895
	Iteration 21Q: 3 clusters Score -1359475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1359483.875000 Penalty: 4539.691895
	Iteration 22Q: 3 clusters Score -1359484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1359489.375000 Penalty: 4539.691895
	Iteration 23Q: 3 clusters Score -1359489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1359491.375000 Penalty: 4539.691895
	Iteration 24Q: 3 clusters Score -1359491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1359494.750000 Penalty: 4539.691895
	Iteration 25Q: 3 clusters Score -1359495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1359496.125000 Penalty: 4539.691895
	Iteration 26Q: 3 clusters Score -1359496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1359496.875000 Penalty: 4539.691895
	Iteration 27Q: 3 clusters Score -1359497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1359501.250000 Penalty: 4539.691895
	Iteration 28Q: 3 clusters Score -1359501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1359506.250000 Penalty: 4539.691895
	Iteration 29Q: 3 clusters Score -1359506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1359509.500000 Penalty: 4539.691895
	Iteration 30Q: 3 clusters Score -1359510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1359515.375000 Penalty: 4539.691895
	Iteration 31Q: 3 clusters Score -1359515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1359520.000000 Penalty: 4539.691895
	Iteration 32Q: 3 clusters Score -1359520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1359524.625000 Penalty: 4539.691895
	Iteration 33Q: 3 clusters Score -1359525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1359528.750000 Penalty: 4539.691895
	Iteration 34Q: 3 clusters Score -1359529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1359533.625000 Penalty: 4539.691895
	Iteration 35Q: 3 clusters Score -1359534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1359534.875000 Penalty: 4539.691895
	Iteration 36Q: 3 clusters Score -1359535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1359538.000000 Penalty: 4539.691895
	Iteration 37Q: 3 clusters Score -1359538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1359539.625000 Penalty: 4539.691895
	Iteration 38Q: 3 clusters Score -1359540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1359541.000000 Penalty: 4539.691895
	Iteration 39Q: 3 clusters Score -1359541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1359541.625000 Penalty: 4539.691895
	Iteration 40F: 3 clusters Score -1359542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1359547.250000 Penalty: 4539.691895
	Iteration 41Q: 3 clusters Score -1359547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1359548.250000 Penalty: 4539.691895
	Iteration 42Q: 3 clusters Score -1359548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1359549.000000 Penalty: 4539.691895
	Iteration 43Q: 3 clusters Score -1359549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1359550.500000 Penalty: 4539.691895
	Iteration 44Q: 3 clusters Score -1359550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1359551.000000 Penalty: 4539.691895
	Iteration 45Q: 3 clusters Score -1359551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1359551.000000 Penalty: 4539.691895
	Iteration 46F: 3 clusters Score -1359551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -324414.750000 Penalty: 1905.484009
	Iteration 0F: 2 clusters Score -324414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -321695.906250 Penalty: 3810.968018
	Iteration 0F: 3 clusters Score -321695.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -322174.812500 Penalty: 3810.968018
	Iteration 1F: 3 clusters Score -322174.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -322291.718750 Penalty: 3810.968018
	Iteration 2F: 3 clusters Score -322291.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -322369.125000 Penalty: 3810.968018
	Iteration 3Q: 3 clusters Score -322369.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -322416.062500 Penalty: 3810.968018
	Iteration 4Q: 3 clusters Score -322416.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -322440.343750 Penalty: 3810.968018
	Iteration 5Q: 3 clusters Score -322440.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -322470.437500 Penalty: 3810.968018
	Iteration 6Q: 3 clusters Score -322470.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -322496.500000 Penalty: 3810.968018
	Iteration 7Q: 3 clusters Score -322496.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -322529.718750 Penalty: 3810.968018
	Iteration 8Q: 3 clusters Score -322529.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -322552.906250 Penalty: 3810.968018
	Iteration 9Q: 3 clusters Score -322552.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -322572.156250 Penalty: 3810.968018
	Iteration 10Q: 3 clusters Score -322572.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -322589.187500 Penalty: 3810.968018
	Iteration 11Q: 3 clusters Score -322589.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322604.593750 Penalty: 3810.968018
	Iteration 12Q: 3 clusters Score -322604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322616.250000 Penalty: 3810.968018
	Iteration 13Q: 3 clusters Score -322616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322623.000000 Penalty: 3810.968018
	Iteration 14Q: 3 clusters Score -322623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -322629.406250 Penalty: 3810.968018
	Iteration 15Q: 3 clusters Score -322629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -322639.718750 Penalty: 3810.968018
	Iteration 16Q: 3 clusters Score -322639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322645.468750 Penalty: 3810.968018
	Iteration 17Q: 3 clusters Score -322645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322649.593750 Penalty: 3810.968018
	Iteration 18Q: 3 clusters Score -322649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -322652.281250 Penalty: 3810.968018
	Iteration 19Q: 3 clusters Score -322652.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -322658.312500 Penalty: 3810.968018
	Iteration 20F: 3 clusters Score -322658.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -322663.750000 Penalty: 3810.968018
	Iteration 21Q: 3 clusters Score -322663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -322668.156250 Penalty: 3810.968018
	Iteration 22Q: 3 clusters Score -322668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -322670.656250 Penalty: 3810.968018
	Iteration 23Q: 3 clusters Score -322670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322672.750000 Penalty: 3810.968018
	Iteration 24Q: 3 clusters Score -322672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322676.593750 Penalty: 3810.968018
	Iteration 25Q: 3 clusters Score -322676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -322677.687500 Penalty: 3810.968018
	Iteration 26Q: 3 clusters Score -322677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -322677.687500 Penalty: 3810.968018
	Iteration 27F: 3 clusters Score -322677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Entering Unmasked Estep 
Score: -1738825.750000 Penalty: 2319.578857
	Iteration 0F: 2 clusters Score -1738826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1730178.000000 Penalty: 4639.157715
	Iteration 0F: 3 clusters Score -1730178 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1732814.875000 Penalty: 4639.157715
	Iteration 1F: 3 clusters Score -1732815 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1733065.875000 Penalty: 4639.157715
	Iteration 2F: 3 clusters Score -1733066 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1733230.500000 Penalty: 4639.157715
	Iteration 3Q: 3 clusters Score -1733230 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1733345.750000 Penalty: 4639.157715
	Iteration 4Q: 3 clusters Score -1733346 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1733449.125000 Penalty: 4639.157715
	Iteration 5Q: 3 clusters Score -1733449 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1733554.250000 Penalty: 4639.157715
	Iteration 6Q: 3 clusters Score -1733554 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1733654.625000 Penalty: 4639.157715
	Iteration 7Q: 3 clusters Score -1733655 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1733763.250000 Penalty: 4639.157715
	Iteration 8Q: 3 clusters Score -1733763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1733893.625000 Penalty: 4639.157715
	Iteration 9Q: 3 clusters Score -1733894 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1734031.125000 Penalty: 4639.157715
	Iteration 10Q: 3 clusters Score -1734031 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1734197.500000 Penalty: 4639.157715
	Iteration 11Q: 3 clusters Score -1734198 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1734425.375000 Penalty: 4639.157715
	Iteration 12Q: 3 clusters Score -1734425 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1734702.250000 Penalty: 4639.157715
	Iteration 13Q: 3 clusters Score -1734702 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1735014.125000 Penalty: 4639.157715
	Iteration 14Q: 3 clusters Score -1735014 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1735297.750000 Penalty: 4639.157715
	Iteration 15Q: 3 clusters Score -1735298 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1735585.375000 Penalty: 4639.157715
	Iteration 16Q: 3 clusters Score -1735585 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1735850.250000 Penalty: 4639.157715
	Iteration 17Q: 3 clusters Score -1735850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1736075.750000 Penalty: 4639.157715
	Iteration 18Q: 3 clusters Score -1736076 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1736241.000000 Penalty: 4639.157715
	Iteration 19Q: 3 clusters Score -1736241 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1736335.875000 Penalty: 4639.157715
	Iteration 20F: 3 clusters Score -1736336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1736419.750000 Penalty: 4639.157715
	Iteration 21Q: 3 clusters Score -1736420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1736480.250000 Penalty: 4639.157715
	Iteration 22Q: 3 clusters Score -1736480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1736528.625000 Penalty: 4639.157715
	Iteration 23Q: 3 clusters Score -1736529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1736558.125000 Penalty: 4639.157715
	Iteration 24Q: 3 clusters Score -1736558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1736602.125000 Penalty: 4639.157715
	Iteration 25Q: 3 clusters Score -1736602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1736633.875000 Penalty: 4639.157715
	Iteration 26Q: 3 clusters Score -1736634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1736657.000000 Penalty: 4639.157715
	Iteration 27Q: 3 clusters Score -1736657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1736679.625000 Penalty: 4639.157715
	Iteration 28Q: 3 clusters Score -1736680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1736702.750000 Penalty: 4639.157715
	Iteration 29Q: 3 clusters Score -1736703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1736729.375000 Penalty: 4639.157715
	Iteration 30Q: 3 clusters Score -1736729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1736746.125000 Penalty: 4639.157715
	Iteration 31Q: 3 clusters Score -1736746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1736759.250000 Penalty: 4639.157715
	Iteration 32Q: 3 clusters Score -1736759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1736767.750000 Penalty: 4639.157715
	Iteration 33Q: 3 clusters Score -1736768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1736781.625000 Penalty: 4639.157715
	Iteration 34Q: 3 clusters Score -1736782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1736789.875000 Penalty: 4639.157715
	Iteration 35Q: 3 clusters Score -1736790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1736795.875000 Penalty: 4639.157715
	Iteration 36Q: 3 clusters Score -1736796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1736798.750000 Penalty: 4639.157715
	Iteration 37Q: 3 clusters Score -1736799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1736798.375000 Penalty: 4639.157715
	Iteration 38Q: 3 clusters Score -1736798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1736800.000000 Penalty: 4639.157715
	Iteration 39Q: 3 clusters Score -1736800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1736799.750000 Penalty: 4639.157715
	Iteration 40F: 3 clusters Score -1736800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Entering Unmasked Estep 
Score: -1460536.625000 Penalty: 2274.762939
	Iteration 0F: 2 clusters Score -1460537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1453066.750000 Penalty: 4549.525879
	Iteration 0F: 3 clusters Score -1453067 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1455226.125000 Penalty: 4549.525879
	Iteration 1F: 3 clusters Score -1455226 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1455640.000000 Penalty: 4549.525879
	Iteration 2F: 3 clusters Score -1455640 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1455993.000000 Penalty: 4549.525879
	Iteration 3F: 3 clusters Score -1455993 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1456250.500000 Penalty: 4549.525879
	Iteration 4Q: 3 clusters Score -1456250 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1456465.875000 Penalty: 4549.525879
	Iteration 5Q: 3 clusters Score -1456466 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1456630.625000 Penalty: 4549.525879
	Iteration 6Q: 3 clusters Score -1456631 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1456757.875000 Penalty: 4549.525879
	Iteration 7Q: 3 clusters Score -1456758 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1456863.500000 Penalty: 4549.525879
	Iteration 8Q: 3 clusters Score -1456864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1456959.750000 Penalty: 4549.525879
	Iteration 9Q: 3 clusters Score -1456960 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1457066.375000 Penalty: 4549.525879
	Iteration 10Q: 3 clusters Score -1457066 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1457183.625000 Penalty: 4549.525879
	Iteration 11Q: 3 clusters Score -1457184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1457278.250000 Penalty: 4549.525879
	Iteration 12Q: 3 clusters Score -1457278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1457377.000000 Penalty: 4549.525879
	Iteration 13Q: 3 clusters Score -1457377 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1457471.125000 Penalty: 4549.525879
	Iteration 14Q: 3 clusters Score -1457471 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1457555.375000 Penalty: 4549.525879
	Iteration 15Q: 3 clusters Score -1457555 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1457643.125000 Penalty: 4549.525879
	Iteration 16Q: 3 clusters Score -1457643 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1457725.750000 Penalty: 4549.525879
	Iteration 17Q: 3 clusters Score -1457726 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1457828.625000 Penalty: 4549.525879
	Iteration 18Q: 3 clusters Score -1457829 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1457930.875000 Penalty: 4549.525879
	Iteration 19Q: 3 clusters Score -1457931 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1458034.500000 Penalty: 4549.525879
	Iteration 20F: 3 clusters Score -1458034 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1458163.500000 Penalty: 4549.525879
	Iteration 21Q: 3 clusters Score -1458164 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1458306.250000 Penalty: 4549.525879
	Iteration 22Q: 3 clusters Score -1458306 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1458456.250000 Penalty: 4549.525879
	Iteration 23Q: 3 clusters Score -1458456 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1458578.000000 Penalty: 4549.525879
	Iteration 24Q: 3 clusters Score -1458578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1458667.625000 Penalty: 4549.525879
	Iteration 25Q: 3 clusters Score -1458668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1458731.375000 Penalty: 4549.525879
	Iteration 26Q: 3 clusters Score -1458731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1458775.250000 Penalty: 4549.525879
	Iteration 27Q: 3 clusters Score -1458775 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1458812.125000 Penalty: 4549.525879
	Iteration 28Q: 3 clusters Score -1458812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1458844.875000 Penalty: 4549.525879
	Iteration 29Q: 3 clusters Score -1458845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1458864.250000 Penalty: 4549.525879
	Iteration 30Q: 3 clusters Score -1458864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1458890.625000 Penalty: 4549.525879
	Iteration 31Q: 3 clusters Score -1458891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1458908.125000 Penalty: 4549.525879
	Iteration 32Q: 3 clusters Score -1458908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1458916.875000 Penalty: 4549.525879
	Iteration 33Q: 3 clusters Score -1458917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1458926.000000 Penalty: 4549.525879
	Iteration 34Q: 3 clusters Score -1458926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1458935.750000 Penalty: 4549.525879
	Iteration 35Q: 3 clusters Score -1458936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1458940.750000 Penalty: 4549.525879
	Iteration 36Q: 3 clusters Score -1458941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1458942.500000 Penalty: 4549.525879
	Iteration 37Q: 3 clusters Score -1458942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1458950.000000 Penalty: 4549.525879
	Iteration 38Q: 3 clusters Score -1458950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1458953.250000 Penalty: 4549.525879
	Iteration 39Q: 3 clusters Score -1458953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1458957.875000 Penalty: 4549.525879
	Iteration 40F: 3 clusters Score -1458958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1458963.875000 Penalty: 4549.525879
	Iteration 41Q: 3 clusters Score -1458964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1458965.375000 Penalty: 4549.525879
	Iteration 42Q: 3 clusters Score -1458965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1458973.750000 Penalty: 4549.525879
	Iteration 43Q: 3 clusters Score -1458974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1458978.250000 Penalty: 4549.525879
	Iteration 44Q: 3 clusters Score -1458978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1458981.750000 Penalty: 4549.525879
	Iteration 45Q: 3 clusters Score -1458982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1458985.750000 Penalty: 4549.525879
	Iteration 46Q: 3 clusters Score -1458986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1458994.250000 Penalty: 4549.525879
	Iteration 47Q: 3 clusters Score -1458994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1458996.375000 Penalty: 4549.525879
	Iteration 48Q: 3 clusters Score -1458996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1459002.125000 Penalty: 4549.525879
	Iteration 49Q: 3 clusters Score -1459002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1459002.500000 Penalty: 4549.525879
	Iteration 50Q: 3 clusters Score -1459002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1459008.625000 Penalty: 4549.525879
	Iteration 51Q: 3 clusters Score -1459009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1459014.125000 Penalty: 4549.525879
	Iteration 52Q: 3 clusters Score -1459014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1459018.000000 Penalty: 4549.525879
	Iteration 53Q: 3 clusters Score -1459018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1459017.250000 Penalty: 4549.525879
	Iteration 54Q: 3 clusters Score -1459017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1459023.125000 Penalty: 4549.525879
	Iteration 55Q: 3 clusters Score -1459023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1459022.625000 Penalty: 4549.525879
	Iteration 56Q: 3 clusters Score -1459023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1459028.375000 Penalty: 4549.525879
	Iteration 57Q: 3 clusters Score -1459028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1459029.375000 Penalty: 4549.525879
	Iteration 58Q: 3 clusters Score -1459029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1459035.250000 Penalty: 4549.525879
	Iteration 59Q: 3 clusters Score -1459035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1459036.250000 Penalty: 4549.525879
	Iteration 60F: 3 clusters Score -1459036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1459042.625000 Penalty: 4549.525879
	Iteration 61Q: 3 clusters Score -1459043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1459046.375000 Penalty: 4549.525879
	Iteration 62Q: 3 clusters Score -1459046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1459048.375000 Penalty: 4549.525879
	Iteration 63Q: 3 clusters Score -1459048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1459051.875000 Penalty: 4549.525879
	Iteration 64Q: 3 clusters Score -1459052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1459054.750000 Penalty: 4549.525879
	Iteration 65Q: 3 clusters Score -1459055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1459053.375000 Penalty: 4549.525879
	Iteration 66Q: 3 clusters Score -1459053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1459054.375000 Penalty: 4549.525879
	Iteration 67Q: 3 clusters Score -1459054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1459055.000000 Penalty: 4549.525879
	Iteration 68Q: 3 clusters Score -1459055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1459054.625000 Penalty: 4549.525879
	Iteration 69Q: 3 clusters Score -1459055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1459058.125000 Penalty: 4549.525879
	Iteration 70Q: 3 clusters Score -1459058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1459057.500000 Penalty: 4549.525879
	Iteration 71Q: 3 clusters Score -1459058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1459059.375000 Penalty: 4549.525879
	Iteration 72Q: 3 clusters Score -1459059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1459060.000000 Penalty: 4549.525879
	Iteration 73Q: 3 clusters Score -1459060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1459060.625000 Penalty: 4549.525879
	Iteration 74Q: 3 clusters Score -1459061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1459064.875000 Penalty: 4549.525879
	Iteration 75Q: 3 clusters Score -1459065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1459065.875000 Penalty: 4549.525879
	Iteration 76Q: 3 clusters Score -1459066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1459064.625000 Penalty: 4549.525879
	Iteration 77Q: 3 clusters Score -1459065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1459065.750000 Penalty: 4549.525879
	Iteration 78Q: 3 clusters Score -1459066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1459065.625000 Penalty: 4549.525879
	Iteration 79Q: 3 clusters Score -1459066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1459069.875000 Penalty: 4549.525879
	Iteration 80F: 3 clusters Score -1459070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1459070.250000 Penalty: 4549.525879
	Iteration 81Q: 3 clusters Score -1459070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1459070.625000 Penalty: 4549.525879
	Iteration 82Q: 3 clusters Score -1459071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1459074.250000 Penalty: 4549.525879
	Iteration 83Q: 3 clusters Score -1459074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1459072.500000 Penalty: 4549.525879
	Iteration 84Q: 3 clusters Score -1459072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1459072.500000 Penalty: 4549.525879
	Iteration 85Q: 3 clusters Score -1459072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1459072.500000 Penalty: 4549.525879
	Iteration 86F: 3 clusters Score -1459072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -24685.212891 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -24685.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23710.242188 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -23710.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23981.017578 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -23981.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24074.138672 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -24074.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24129.580078 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -24129.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24164.718750 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -24164.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24173.939453 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -24173.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24179.140625 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -24179.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24189.904297 Penalty: 2817.365479
	Iteration 7Q: 3 clusters Score -24189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24191.021484 Penalty: 2817.365479
	Iteration 8F: 3 clusters Score -24191.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24237.882812 Penalty: 2817.365479
	Iteration 9Q: 3 clusters Score -24237.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24246.812500 Penalty: 2817.365479
	Iteration 10Q: 3 clusters Score -24246.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24262.035156 Penalty: 2817.365479
	Iteration 11Q: 3 clusters Score -24262.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24262.035156 Penalty: 2817.365479
	Iteration 12F: 3 clusters Score -24262.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (181809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181809 members 
Entering Unmasked Estep 
Score: -27754838.000000 Penalty: 3003.456543
	Iteration 0F: 2 clusters Score -2.775484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -27639512.000000 Penalty: 6006.913086
	Iteration 0F: 3 clusters Score -2.763951e+07 nChanged 87128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -27690990.000000 Penalty: 6006.913086
	Iteration 1F: 3 clusters Score -2.769099e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -27692896.000000 Penalty: 6006.913086
	Iteration 2Q: 3 clusters Score -2.76929e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -27695892.000000 Penalty: 6006.913086
	Iteration 3Q: 3 clusters Score -2.769589e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -27700526.000000 Penalty: 6006.913086
	Iteration 4F: 3 clusters Score -2.770053e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 120274 members 
Entering Unmasked Estep 
Score: -27707362.000000 Penalty: 6006.913086
	Iteration 5F: 3 clusters Score -2.770736e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 131557 members 
Entering Unmasked Estep 
Score: -27716232.000000 Penalty: 6006.913086
	Iteration 6F: 3 clusters Score -2.771623e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 143817 members 
Entering Unmasked Estep 
Score: -27725264.000000 Penalty: 6006.913086
	Iteration 7F: 3 clusters Score -2.772526e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -27733464.000000 Penalty: 6006.913086
	Iteration 8F: 3 clusters Score -2.773346e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -27740186.000000 Penalty: 6006.913086
	Iteration 9F: 3 clusters Score -2.774019e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 172552 members 
Entering Unmasked Estep 
Score: -27745280.000000 Penalty: 6006.913086
	Iteration 10Q: 3 clusters Score -2.774528e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -27748724.000000 Penalty: 6006.913086
	Iteration 11Q: 3 clusters Score -2.774872e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -27750488.000000 Penalty: 6006.913086
	Iteration 12Q: 3 clusters Score -2.775049e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 180137 members 
Entering Unmasked Estep 
Score: -27751284.000000 Penalty: 6006.913086
	Iteration 13Q: 3 clusters Score -2.775128e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 180577 members 
Entering Unmasked Estep 
Score: -27751710.000000 Penalty: 6006.913086
	Iteration 14Q: 3 clusters Score -2.775171e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 180800 members 
Entering Unmasked Estep 
Score: -27751866.000000 Penalty: 6006.913086
	Iteration 15Q: 3 clusters Score -2.775187e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -27751992.000000 Penalty: 6006.913086
	Iteration 16Q: 3 clusters Score -2.775199e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -27752064.000000 Penalty: 6006.913086
	Iteration 17Q: 3 clusters Score -2.775206e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 181051 members 
Entering Unmasked Estep 
Score: -27752174.000000 Penalty: 6006.913086
	Iteration 18Q: 3 clusters Score -2.775217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 181098 members 
Entering Unmasked Estep 
Score: -27752218.000000 Penalty: 6006.913086
	Iteration 19Q: 3 clusters Score -2.775222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 181128 members 
Entering Unmasked Estep 
Score: -27752290.000000 Penalty: 6006.913086
	Iteration 20F: 3 clusters Score -2.775229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 181142 members 
Entering Unmasked Estep 
Score: -27752306.000000 Penalty: 6006.913086
	Iteration 21Q: 3 clusters Score -2.775231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -27752344.000000 Penalty: 6006.913086
	Iteration 22Q: 3 clusters Score -2.775234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 181164 members 
Entering Unmasked Estep 
Score: -27752358.000000 Penalty: 6006.913086
	Iteration 23Q: 3 clusters Score -2.775236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 181174 members 
Entering Unmasked Estep 
Score: -27752380.000000 Penalty: 6006.913086
	Iteration 24Q: 3 clusters Score -2.775238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 181182 members 
Entering Unmasked Estep 
Score: -27752400.000000 Penalty: 6006.913086
	Iteration 25Q: 3 clusters Score -2.77524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 181188 members 
Entering Unmasked Estep 
Score: -27752410.000000 Penalty: 6006.913086
	Iteration 26Q: 3 clusters Score -2.775241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 181195 members 
Entering Unmasked Estep 
Score: -27752412.000000 Penalty: 6006.913086
	Iteration 27Q: 3 clusters Score -2.775241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 181198 members 
Entering Unmasked Estep 
Score: -27752422.000000 Penalty: 6006.913086
	Iteration 28Q: 3 clusters Score -2.775242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 181198 members 
Entering Unmasked Estep 
Score: -27752422.000000 Penalty: 6006.913086
	Iteration 29F: 3 clusters Score -2.775242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -87524.554688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -87524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85930.171875 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -85930.17 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86251.015625 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -86251.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86404.109375 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -86404.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86554.890625 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -86554.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86774.875000 Penalty: 3212.578369
	Iteration 4F: 3 clusters Score -86774.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87015.460938 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -87015.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87205.000000 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -87205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87264.921875 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -87264.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87322.093750 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -87322.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87334.539062 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -87334.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87345.570312 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -87345.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87349.250000 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -87349.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87349.250000 Penalty: 3212.578369
	Iteration 12F: 3 clusters Score -87349.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -45462.468750 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -45462.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44112.457031 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -44112.46 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44479.300781 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -44479.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44788.375000 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -44788.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44898.886719 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -44898.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45020.832031 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -45020.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45057.132812 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -45057.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45075.726562 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -45075.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45081.996094 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -45082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45084.562500 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -45084.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45089.085938 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -45089.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45089.085938 Penalty: 2926.349121
	Iteration 10F: 3 clusters Score -45089.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -95352.359375 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -95352.36 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 376 members 
Entering Unmasked Estep 
Score: -93690.789062 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -93690.79 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94109.289062 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -94109.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94492.023438 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -94492.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94836.687500 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -94836.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95035.437500 Penalty: 3275.556152
	Iteration 4F: 3 clusters Score -95035.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95140.671875 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -95140.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95195.289062 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -95195.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95255.460938 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -95255.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95312.335938 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -95312.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95346.734375 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -95346.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95363.250000 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -95363.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95368.539062 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -95368.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95373.804688 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -95373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95374.695312 Penalty: 3275.556152
	Iteration 13F: 3 clusters Score -95374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95378.367188 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -95378.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95380.570312 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -95380.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95380.570312 Penalty: 3275.556152
	Iteration 16F: 3 clusters Score -95380.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76177 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 43609 members 
Mstep: Class 43 contains 532 members 
Entering Unmasked Estep 
Score: -70324504.000000 Penalty: 139297.500000
Splitting cluster 23 changes total score from -70326112.000000 to -70324504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -90246.757812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -90246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88589.250000 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -88589.25 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88837.007812 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -88837.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88919.437500 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -88919.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88979.523438 Penalty: 3238.591797
	Iteration 3Q: 3 clusters Score -88979.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89021.523438 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -89021.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89074.039062 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -89074.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89128.367188 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -89128.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89160.062500 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -89160.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89212.054688 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -89212.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89271.437500 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -89271.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89338.335938 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -89338.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89398.867188 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -89398.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89456.320312 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -89456.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89549.460938 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -89549.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89715.015625 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -89715.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89786.375000 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -89786.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89814.500000 Penalty: 3238.591797
	Iteration 16Q: 3 clusters Score -89814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89823.382812 Penalty: 3238.591797
	Iteration 17Q: 3 clusters Score -89823.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89826.734375 Penalty: 3238.591797
	Iteration 18Q: 3 clusters Score -89826.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89840.656250 Penalty: 3238.591797
	Iteration 19F: 3 clusters Score -89840.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89890.523438 Penalty: 3238.591797
	Iteration 20F: 3 clusters Score -89890.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89916.835938 Penalty: 3238.591797
	Iteration 21Q: 3 clusters Score -89916.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89918.460938 Penalty: 3238.591797
	Iteration 22Q: 3 clusters Score -89918.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89924.820312 Penalty: 3238.591797
	Iteration 23Q: 3 clusters Score -89924.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89934.687500 Penalty: 3238.591797
	Iteration 24Q: 3 clusters Score -89934.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89940.820312 Penalty: 3238.591797
	Iteration 25Q: 3 clusters Score -89940.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89940.820312 Penalty: 3238.591797
	Iteration 26F: 3 clusters Score -89940.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29858.427734 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29858.43 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 140 members 
Entering Unmasked Estep 
Score: -28701.628906 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28701.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28888.097656 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28888.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28992.781250 Penalty: 2763.788330
	Iteration 2F: 3 clusters Score -28992.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29012.599609 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -29012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29024.009766 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -29024.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29035.937500 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -29035.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29035.937500 Penalty: 2763.788330
	Iteration 6F: 3 clusters Score -29035.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -81243.546875 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -81243.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79735.195312 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -79735.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80176.343750 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -80176.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80511.476562 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -80511.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80760.085938 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -80760.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -80872.664062 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -80872.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80980.734375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -80980.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -81033.625000 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -81033.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81083.898438 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -81083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -81160.640625 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -81160.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -81223.414062 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -81223.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -81244.054688 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -81244.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -81246.710938 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -81246.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -81253.367188 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -81253.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -81254.054688 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -81254.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -81264.843750 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -81264.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -81284.164062 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -81284.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -81286.757812 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -81286.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -81286.757812 Penalty: 3192.330566
	Iteration 17F: 3 clusters Score -81286.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76177 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 43609 members 
Mstep: Class 43 contains 163 members 
Entering Unmasked Estep 
Score: -70324488.000000 Penalty: 139297.500000
Splitting cluster 26 changes total score from -70326112.000000 to -70324488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -309602.875000 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -309602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306976.906250 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -306976.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -307507.437500 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -307507.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -307661.375000 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -307661.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -307724.656250 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -307724.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -307762.812500 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -307762.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -307787.500000 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -307787.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -307809.906250 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -307809.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -307820.375000 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -307820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307827.250000 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -307827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -307833.218750 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -307833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -307835.812500 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -307835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -307838.937500 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -307838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -307840.031250 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -307840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307839.937500 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -307839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307839.937500 Penalty: 3786.151367
	Iteration 14F: 3 clusters Score -307839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 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 72 members 
Entering Unmasked Estep 
Score: -18464.130859 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18464.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18512.214844 Penalty: 2478.617432
	Iteration 1F: 3 clusters Score -18512.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18519.650391 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -18519.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18522.996094 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -18523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18526.591797 Penalty: 2478.617432
	Iteration 4Q: 3 clusters Score -18526.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18526.591797 Penalty: 2478.617432
	Iteration 5F: 3 clusters Score -18526.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -292668.375000 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -292668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -290036.812500 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -290036.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -290537.406250 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -290537.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290687.625000 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -290687.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290776.031250 Penalty: 3773.753906
	Iteration 3Q: 3 clusters Score -290776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290848.968750 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -290849 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -290908.218750 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -290908.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -290959.812500 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -290959.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -291000.562500 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -291000.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -291040.156250 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -291040.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -291063.562500 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -291063.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -291090.531250 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -291090.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -291113.937500 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -291113.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -291141.906250 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -291141.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -291168.781250 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -291168.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -291207.437500 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -291207.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291248.093750 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -291248.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291287.968750 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -291288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -291327.656250 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -291327.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291359.937500 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -291359.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291396.375000 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -291396.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -291440.281250 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -291440.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -291484.187500 Penalty: 3773.753906
	Iteration 21Q: 3 clusters Score -291484.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -291524.312500 Penalty: 3773.753906
	Iteration 22Q: 3 clusters Score -291524.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -291560.593750 Penalty: 3773.753906
	Iteration 23Q: 3 clusters Score -291560.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -291586.937500 Penalty: 3773.753906
	Iteration 24Q: 3 clusters Score -291586.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -291610.093750 Penalty: 3773.753906
	Iteration 25Q: 3 clusters Score -291610.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291657.406250 Penalty: 3773.753906
	Iteration 26Q: 3 clusters Score -291657.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -291723.500000 Penalty: 3773.753906
	Iteration 27Q: 3 clusters Score -291723.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -291799.343750 Penalty: 3773.753906
	Iteration 28Q: 3 clusters Score -291799.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -291841.281250 Penalty: 3773.753906
	Iteration 29Q: 3 clusters Score -291841.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -291871.000000 Penalty: 3773.753906
	Iteration 30Q: 3 clusters Score -291871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -291892.343750 Penalty: 3773.753906
	Iteration 31Q: 3 clusters Score -291892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291906.187500 Penalty: 3773.753906
	Iteration 32Q: 3 clusters Score -291906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -291912.531250 Penalty: 3773.753906
	Iteration 33Q: 3 clusters Score -291912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -291913.843750 Penalty: 3773.753906
	Iteration 34Q: 3 clusters Score -291913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -291915.468750 Penalty: 3773.753906
	Iteration 35Q: 3 clusters Score -291915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -291916.531250 Penalty: 3773.753906
	Iteration 36Q: 3 clusters Score -291916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291917.687500 Penalty: 3773.753906
	Iteration 37Q: 3 clusters Score -291917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -291918.187500 Penalty: 3773.753906
	Iteration 38Q: 3 clusters Score -291918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -291919.031250 Penalty: 3773.753906
	Iteration 39Q: 3 clusters Score -291919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -291919.750000 Penalty: 3773.753906
	Iteration 40F: 3 clusters Score -291919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291921.312500 Penalty: 3773.753906
	Iteration 41Q: 3 clusters Score -291921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291921.312500 Penalty: 3773.753906
	Iteration 42F: 3 clusters Score -291921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -154581.625000 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -154581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152575.859375 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -152575.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152944.718750 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -152944.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153104.312500 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -153104.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153324.421875 Penalty: 3505.390625
	Iteration 3F: 3 clusters Score -153324.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -153488.312500 Penalty: 3505.390625
	Iteration 4F: 3 clusters Score -153488.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153603.312500 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -153603.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153670.984375 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -153671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153706.656250 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -153706.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -153723.968750 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -153724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -153730.625000 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -153730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153738.703125 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -153738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -153748.578125 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -153748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -153756.937500 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -153756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153762.593750 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -153762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -153767.281250 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -153767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -153767.281250 Penalty: 3505.390625
	Iteration 15F: 3 clusters Score -153767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Entering Unmasked Estep 
Score: -5660633.500000 Penalty: 2609.894531
	Iteration 0F: 2 clusters Score -5660634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5635474.500000 Penalty: 5219.789062
	Iteration 0F: 3 clusters Score -5635474 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5644587.000000 Penalty: 5219.789062
	Iteration 1F: 3 clusters Score -5644587 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5645075.500000 Penalty: 5219.789062
	Iteration 2Q: 3 clusters Score -5645076 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -5645570.500000 Penalty: 5219.789062
	Iteration 3Q: 3 clusters Score -5645570 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5646036.500000 Penalty: 5219.789062
	Iteration 4Q: 3 clusters Score -5646036 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -5646553.500000 Penalty: 5219.789062
	Iteration 5Q: 3 clusters Score -5646554 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5647187.000000 Penalty: 5219.789062
	Iteration 6Q: 3 clusters Score -5647187 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -5647967.000000 Penalty: 5219.789062
	Iteration 7Q: 3 clusters Score -5647967 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5649161.500000 Penalty: 5219.789062
	Iteration 8F: 3 clusters Score -5649162 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5650663.500000 Penalty: 5219.789062
	Iteration 9F: 3 clusters Score -5650664 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5652579.500000 Penalty: 5219.789062
	Iteration 10F: 3 clusters Score -5652580 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5654550.000000 Penalty: 5219.789062
	Iteration 11F: 3 clusters Score -5654550 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5656238.500000 Penalty: 5219.789062
	Iteration 12F: 3 clusters Score -5656238 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5657309.000000 Penalty: 5219.789062
	Iteration 13Q: 3 clusters Score -5657309 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5657836.500000 Penalty: 5219.789062
	Iteration 14Q: 3 clusters Score -5657836 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5658111.000000 Penalty: 5219.789062
	Iteration 15Q: 3 clusters Score -5658111 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5658263.500000 Penalty: 5219.789062
	Iteration 16Q: 3 clusters Score -5658264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5658335.000000 Penalty: 5219.789062
	Iteration 17Q: 3 clusters Score -5658335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5658365.500000 Penalty: 5219.789062
	Iteration 18Q: 3 clusters Score -5658366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5658393.500000 Penalty: 5219.789062
	Iteration 19Q: 3 clusters Score -5658394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5658414.000000 Penalty: 5219.789062
	Iteration 20F: 3 clusters Score -5658414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5658434.500000 Penalty: 5219.789062
	Iteration 21Q: 3 clusters Score -5658434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5658454.000000 Penalty: 5219.789062
	Iteration 22Q: 3 clusters Score -5658454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5658459.000000 Penalty: 5219.789062
	Iteration 23Q: 3 clusters Score -5658459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5658457.500000 Penalty: 5219.789062
	Iteration 24Q: 3 clusters Score -5658458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5658465.000000 Penalty: 5219.789062
	Iteration 25Q: 3 clusters Score -5658465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5658460.000000 Penalty: 5219.789062
	Iteration 26Q: 3 clusters Score -5658460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5658460.000000 Penalty: 5219.789062
	Iteration 27F: 3 clusters Score -5658460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -15944.556641 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -15944.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15013.378906 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -15013.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15069.964844 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -15069.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15086.568359 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -15086.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15092.141602 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -15092.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15092.141602 Penalty: 2495.097168
	Iteration 4F: 3 clusters Score -15092.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (76177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Entering Unmasked Estep 
Score: -11737827.000000 Penalty: 2787.722168
	Iteration 0F: 2 clusters Score -1.173783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -11686998.000000 Penalty: 5575.444336
	Iteration 0F: 3 clusters Score -1.1687e+07 nChanged 35686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -11707072.000000 Penalty: 5575.444336
	Iteration 1F: 3 clusters Score -1.170707e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -11707679.000000 Penalty: 5575.444336
	Iteration 2Q: 3 clusters Score -1.170768e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -11708318.000000 Penalty: 5575.444336
	Iteration 3Q: 3 clusters Score -1.170832e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -11708958.000000 Penalty: 5575.444336
	Iteration 4Q: 3 clusters Score -1.170896e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -11709680.000000 Penalty: 5575.444336
	Iteration 5Q: 3 clusters Score -1.170968e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -11710633.000000 Penalty: 5575.444336
	Iteration 6Q: 3 clusters Score -1.171063e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -11712100.000000 Penalty: 5575.444336
	Iteration 7Q: 3 clusters Score -1.17121e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -11714503.000000 Penalty: 5575.444336
	Iteration 8F: 3 clusters Score -1.17145e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -11717598.000000 Penalty: 5575.444336
	Iteration 9F: 3 clusters Score -1.17176e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -11721453.000000 Penalty: 5575.444336
	Iteration 10F: 3 clusters Score -1.172145e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -11725356.000000 Penalty: 5575.444336
	Iteration 11F: 3 clusters Score -1.172536e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -11728555.000000 Penalty: 5575.444336
	Iteration 12F: 3 clusters Score -1.172856e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -11730717.000000 Penalty: 5575.444336
	Iteration 13Q: 3 clusters Score -1.173072e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -11731921.000000 Penalty: 5575.444336
	Iteration 14Q: 3 clusters Score -1.173192e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -11732599.000000 Penalty: 5575.444336
	Iteration 15Q: 3 clusters Score -1.17326e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -11732969.000000 Penalty: 5575.444336
	Iteration 16Q: 3 clusters Score -1.173297e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -11733250.000000 Penalty: 5575.444336
	Iteration 17Q: 3 clusters Score -1.173325e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -11733431.000000 Penalty: 5575.444336
	Iteration 18Q: 3 clusters Score -1.173343e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -11733545.000000 Penalty: 5575.444336
	Iteration 19Q: 3 clusters Score -1.173354e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -11733643.000000 Penalty: 5575.444336
	Iteration 20F: 3 clusters Score -1.173364e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -11733755.000000 Penalty: 5575.444336
	Iteration 21Q: 3 clusters Score -1.173376e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -11733857.000000 Penalty: 5575.444336
	Iteration 22Q: 3 clusters Score -1.173386e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -11733975.000000 Penalty: 5575.444336
	Iteration 23Q: 3 clusters Score -1.173398e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -11734092.000000 Penalty: 5575.444336
	Iteration 24Q: 3 clusters Score -1.173409e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -11734131.000000 Penalty: 5575.444336
	Iteration 25Q: 3 clusters Score -1.173413e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11734247.000000 Penalty: 5575.444336
	Iteration 26Q: 3 clusters Score -1.173425e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -11734311.000000 Penalty: 5575.444336
	Iteration 27Q: 3 clusters Score -1.173431e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -11734409.000000 Penalty: 5575.444336
	Iteration 28Q: 3 clusters Score -1.173441e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -11734468.000000 Penalty: 5575.444336
	Iteration 29Q: 3 clusters Score -1.173447e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -11734521.000000 Penalty: 5575.444336
	Iteration 30Q: 3 clusters Score -1.173452e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -11734589.000000 Penalty: 5575.444336
	Iteration 31Q: 3 clusters Score -1.173459e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -11734692.000000 Penalty: 5575.444336
	Iteration 32Q: 3 clusters Score -1.173469e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -11734725.000000 Penalty: 5575.444336
	Iteration 33Q: 3 clusters Score -1.173472e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -11734795.000000 Penalty: 5575.444336
	Iteration 34Q: 3 clusters Score -1.17348e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -11734849.000000 Penalty: 5575.444336
	Iteration 35Q: 3 clusters Score -1.173485e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -11734928.000000 Penalty: 5575.444336
	Iteration 36Q: 3 clusters Score -1.173493e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -11734986.000000 Penalty: 5575.444336
	Iteration 37Q: 3 clusters Score -1.173499e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -11735024.000000 Penalty: 5575.444336
	Iteration 38Q: 3 clusters Score -1.173502e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -11735076.000000 Penalty: 5575.444336
	Iteration 39Q: 3 clusters Score -1.173508e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -11735108.000000 Penalty: 5575.444336
	Iteration 40F: 3 clusters Score -1.173511e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -11735125.000000 Penalty: 5575.444336
	Iteration 41Q: 3 clusters Score -1.173512e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -11735157.000000 Penalty: 5575.444336
	Iteration 42Q: 3 clusters Score -1.173516e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11735182.000000 Penalty: 5575.444336
	Iteration 43Q: 3 clusters Score -1.173518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11735227.000000 Penalty: 5575.444336
	Iteration 44Q: 3 clusters Score -1.173523e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11735247.000000 Penalty: 5575.444336
	Iteration 45Q: 3 clusters Score -1.173525e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11735294.000000 Penalty: 5575.444336
	Iteration 46Q: 3 clusters Score -1.173529e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -11735297.000000 Penalty: 5575.444336
	Iteration 47Q: 3 clusters Score -1.17353e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -11735329.000000 Penalty: 5575.444336
	Iteration 48Q: 3 clusters Score -1.173533e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -11735367.000000 Penalty: 5575.444336
	Iteration 49Q: 3 clusters Score -1.173537e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -11735380.000000 Penalty: 5575.444336
	Iteration 50Q: 3 clusters Score -1.173538e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11735401.000000 Penalty: 5575.444336
	Iteration 51Q: 3 clusters Score -1.17354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -11735418.000000 Penalty: 5575.444336
	Iteration 52Q: 3 clusters Score -1.173542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -11735415.000000 Penalty: 5575.444336
	Iteration 53Q: 3 clusters Score -1.173542e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -11735435.000000 Penalty: 5575.444336
	Iteration 54Q: 3 clusters Score -1.173544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -11735455.000000 Penalty: 5575.444336
	Iteration 55Q: 3 clusters Score -1.173546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11735492.000000 Penalty: 5575.444336
	Iteration 56Q: 3 clusters Score -1.173549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11735480.000000 Penalty: 5575.444336
	Iteration 57Q: 3 clusters Score -1.173548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11735491.000000 Penalty: 5575.444336
	Iteration 58Q: 3 clusters Score -1.173549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11735484.000000 Penalty: 5575.444336
	Iteration 59Q: 3 clusters Score -1.173548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11735500.000000 Penalty: 5575.444336
	Iteration 60F: 3 clusters Score -1.17355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11735516.000000 Penalty: 5575.444336
	Iteration 61Q: 3 clusters Score -1.173552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -11735530.000000 Penalty: 5575.444336
	Iteration 62Q: 3 clusters Score -1.173553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -11735539.000000 Penalty: 5575.444336
	Iteration 63Q: 3 clusters Score -1.173554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11735544.000000 Penalty: 5575.444336
	Iteration 64Q: 3 clusters Score -1.173554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -11735540.000000 Penalty: 5575.444336
	Iteration 65Q: 3 clusters Score -1.173554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11735538.000000 Penalty: 5575.444336
	Iteration 66Q: 3 clusters Score -1.173554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11735546.000000 Penalty: 5575.444336
	Iteration 67Q: 3 clusters Score -1.173555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11735554.000000 Penalty: 5575.444336
	Iteration 68Q: 3 clusters Score -1.173555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -11735567.000000 Penalty: 5575.444336
	Iteration 69Q: 3 clusters Score -1.173557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11735577.000000 Penalty: 5575.444336
	Iteration 70Q: 3 clusters Score -1.173558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11735585.000000 Penalty: 5575.444336
	Iteration 71Q: 3 clusters Score -1.173558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11735597.000000 Penalty: 5575.444336
	Iteration 72Q: 3 clusters Score -1.17356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -11735607.000000 Penalty: 5575.444336
	Iteration 73Q: 3 clusters Score -1.173561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11735609.000000 Penalty: 5575.444336
	Iteration 74Q: 3 clusters Score -1.173561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11735619.000000 Penalty: 5575.444336
	Iteration 75Q: 3 clusters Score -1.173562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11735653.000000 Penalty: 5575.444336
	Iteration 76Q: 3 clusters Score -1.173565e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11735672.000000 Penalty: 5575.444336
	Iteration 77Q: 3 clusters Score -1.173567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11735698.000000 Penalty: 5575.444336
	Iteration 78Q: 3 clusters Score -1.17357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11735744.000000 Penalty: 5575.444336
	Iteration 79Q: 3 clusters Score -1.173574e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11735798.000000 Penalty: 5575.444336
	Iteration 80F: 3 clusters Score -1.17358e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11735859.000000 Penalty: 5575.444336
	Iteration 81Q: 3 clusters Score -1.173586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11735946.000000 Penalty: 5575.444336
	Iteration 82Q: 3 clusters Score -1.173595e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11736004.000000 Penalty: 5575.444336
	Iteration 83Q: 3 clusters Score -1.1736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11736068.000000 Penalty: 5575.444336
	Iteration 84Q: 3 clusters Score -1.173607e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11736100.000000 Penalty: 5575.444336
	Iteration 85Q: 3 clusters Score -1.17361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11736128.000000 Penalty: 5575.444336
	Iteration 86Q: 3 clusters Score -1.173613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11736129.000000 Penalty: 5575.444336
	Iteration 87Q: 3 clusters Score -1.173613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11736133.000000 Penalty: 5575.444336
	Iteration 88Q: 3 clusters Score -1.173613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11736141.000000 Penalty: 5575.444336
	Iteration 89Q: 3 clusters Score -1.173614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11736146.000000 Penalty: 5575.444336
	Iteration 90Q: 3 clusters Score -1.173615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11736150.000000 Penalty: 5575.444336
	Iteration 91Q: 3 clusters Score -1.173615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11736156.000000 Penalty: 5575.444336
	Iteration 92Q: 3 clusters Score -1.173616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11736158.000000 Penalty: 5575.444336
	Iteration 93Q: 3 clusters Score -1.173616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11736169.000000 Penalty: 5575.444336
	Iteration 94Q: 3 clusters Score -1.173617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11736169.000000 Penalty: 5575.444336
	Iteration 95Q: 3 clusters Score -1.173617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11736174.000000 Penalty: 5575.444336
	Iteration 96Q: 3 clusters Score -1.173617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11736171.000000 Penalty: 5575.444336
	Iteration 97Q: 3 clusters Score -1.173617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11736170.000000 Penalty: 5575.444336
	Iteration 98Q: 3 clusters Score -1.173617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11736171.000000 Penalty: 5575.444336
	Iteration 99Q: 3 clusters Score -1.173617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11736172.000000 Penalty: 5575.444336
	Iteration 100F: 3 clusters Score -1.173617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11736173.000000 Penalty: 5575.444336
	Iteration 101Q: 3 clusters Score -1.173617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11736186.000000 Penalty: 5575.444336
	Iteration 102Q: 3 clusters Score -1.173619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11736179.000000 Penalty: 5575.444336
	Iteration 103Q: 3 clusters Score -1.173618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11736178.000000 Penalty: 5575.444336
	Iteration 104Q: 3 clusters Score -1.173618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11736183.000000 Penalty: 5575.444336
	Iteration 105Q: 3 clusters Score -1.173618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11736184.000000 Penalty: 5575.444336
	Iteration 106Q: 3 clusters Score -1.173618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11736176.000000 Penalty: 5575.444336
	Iteration 107Q: 3 clusters Score -1.173618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11736171.000000 Penalty: 5575.444336
	Iteration 108Q: 3 clusters Score -1.173617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11736174.000000 Penalty: 5575.444336
	Iteration 109Q: 3 clusters Score -1.173617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11736176.000000 Penalty: 5575.444336
	Iteration 110Q: 3 clusters Score -1.173618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11736181.000000 Penalty: 5575.444336
	Iteration 111Q: 3 clusters Score -1.173618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11736188.000000 Penalty: 5575.444336
	Iteration 112Q: 3 clusters Score -1.173619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11736185.000000 Penalty: 5575.444336
	Iteration 113Q: 3 clusters Score -1.173618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11736181.000000 Penalty: 5575.444336
	Iteration 114Q: 3 clusters Score -1.173618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11736185.000000 Penalty: 5575.444336
	Iteration 115Q: 3 clusters Score -1.173618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11736187.000000 Penalty: 5575.444336
	Iteration 116Q: 3 clusters Score -1.173619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11736192.000000 Penalty: 5575.444336
	Iteration 117Q: 3 clusters Score -1.173619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11736194.000000 Penalty: 5575.444336
	Iteration 118Q: 3 clusters Score -1.173619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -11736191.000000 Penalty: 5575.444336
	Iteration 119Q: 3 clusters Score -1.173619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11736187.000000 Penalty: 5575.444336
	Iteration 120F: 3 clusters Score -1.173619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11736195.000000 Penalty: 5575.444336
	Iteration 121Q: 3 clusters Score -1.17362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11736194.000000 Penalty: 5575.444336
	Iteration 122Q: 3 clusters Score -1.173619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11736194.000000 Penalty: 5575.444336
	Iteration 123F: 3 clusters Score -1.173619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -54080.269531 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -54080.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52818.289062 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -52818.29 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52994.140625 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -52994.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53034.332031 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -53034.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53053.132812 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -53053.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53064.644531 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -53064.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53071.714844 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -53071.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53082.031250 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -53082.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53094.464844 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -53094.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53097.765625 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -53097.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53100.718750 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -53100.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53100.718750 Penalty: 2976.701660
	Iteration 10F: 3 clusters Score -53100.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -36626.781250 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -36626.78 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 151 members 
Entering Unmasked Estep 
Score: -35499.398438 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -35499.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35694.160156 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -35694.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35768.964844 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -35768.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35850.074219 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -35850.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35887.156250 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -35887.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35931.988281 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -35931.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -35977.265625 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -35977.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36029.917969 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -36029.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36071.945312 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -36071.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36103.140625 Penalty: 2865.715576
	Iteration 9Q: 3 clusters Score -36103.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36150.511719 Penalty: 2865.715576
	Iteration 10Q: 3 clusters Score -36150.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36165.117188 Penalty: 2865.715576
	Iteration 11Q: 3 clusters Score -36165.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36177.625000 Penalty: 2865.715576
	Iteration 12Q: 3 clusters Score -36177.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36181.378906 Penalty: 2865.715576
	Iteration 13Q: 3 clusters Score -36181.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36208.824219 Penalty: 2865.715576
	Iteration 14Q: 3 clusters Score -36208.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36221.882812 Penalty: 2865.715576
	Iteration 15Q: 3 clusters Score -36221.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36221.882812 Penalty: 2865.715576
	Iteration 16F: 3 clusters Score -36221.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -337598.875000 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -337598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -334804.593750 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -334804.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -335448.687500 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -335448.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -335795.875000 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -335795.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -336126.468750 Penalty: 3843.450195
	Iteration 3F: 3 clusters Score -336126.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -336366.281250 Penalty: 3843.450195
	Iteration 4F: 3 clusters Score -336366.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -336523.343750 Penalty: 3843.450195
	Iteration 5F: 3 clusters Score -336523.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -336674.125000 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -336674.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -336798.875000 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -336798.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -336861.281250 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -336861.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -336895.531250 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -336895.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -336934.531250 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -336934.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -336972.781250 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -336972.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -336998.062500 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -336998.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -337009.437500 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -337009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337016.468750 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -337016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -337019.093750 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -337019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -337020.406250 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -337020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -337021.875000 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -337021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -337022.062500 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -337022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -337022.312500 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -337022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -337022.312500 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -337022.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -343227.156250 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -343227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -340416.218750 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -340416.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -340975.656250 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -340975.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -341179.781250 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -341179.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -341333.187500 Penalty: 3836.341309
	Iteration 3F: 3 clusters Score -341333.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -341440.968750 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -341441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -341554.500000 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -341554.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -341685.343750 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -341685.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -341768.468750 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -341768.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -341830.187500 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -341830.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -341876.312500 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -341876.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -341921.906250 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -341921.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -341970.031250 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -341970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -342013.468750 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -342013.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -342055.875000 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -342055.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -342082.875000 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -342082.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342095.875000 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -342095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -342101.093750 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -342101.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342105.843750 Penalty: 3836.341309
	Iteration 17Q: 3 clusters Score -342105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -342107.531250 Penalty: 3836.341309
	Iteration 18Q: 3 clusters Score -342107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342109.343750 Penalty: 3836.341309
	Iteration 19Q: 3 clusters Score -342109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342111.562500 Penalty: 3836.341309
	Iteration 20F: 3 clusters Score -342111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -342113.187500 Penalty: 3836.341309
	Iteration 21Q: 3 clusters Score -342113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342114.093750 Penalty: 3836.341309
	Iteration 22Q: 3 clusters Score -342114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -342115.531250 Penalty: 3836.341309
	Iteration 23Q: 3 clusters Score -342115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342116.437500 Penalty: 3836.341309
	Iteration 24Q: 3 clusters Score -342116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -342118.437500 Penalty: 3836.341309
	Iteration 25Q: 3 clusters Score -342118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342119.343750 Penalty: 3836.341309
	Iteration 26Q: 3 clusters Score -342119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -342121.562500 Penalty: 3836.341309
	Iteration 27Q: 3 clusters Score -342121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -342123.343750 Penalty: 3836.341309
	Iteration 28Q: 3 clusters Score -342123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -342124.562500 Penalty: 3836.341309
	Iteration 29Q: 3 clusters Score -342124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -342125.062500 Penalty: 3836.341309
	Iteration 30Q: 3 clusters Score -342125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -342125.062500 Penalty: 3836.341309
	Iteration 31F: 3 clusters Score -342125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -104355.734375 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -104355.7 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 431 members 
Entering Unmasked Estep 
Score: -102588.343750 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -102588.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103052.664062 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -103052.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103366.523438 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -103366.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103593.562500 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -103593.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103752.273438 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -103752.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103941.593750 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -103941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104033.125000 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -104033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -104115.781250 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -104115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104158.742188 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -104158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104173.523438 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -104173.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -104187.507812 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -104187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -104190.867188 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -104190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104193.531250 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -104193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104193.531250 Penalty: 3364.529297
	Iteration 13F: 3 clusters Score -104193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 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 154 members 
Entering Unmasked Estep 
Score: -37102.605469 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37102.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37198.335938 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37198.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37229.394531 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37229.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37241.871094 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37241.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37253.484375 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37253.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37254.898438 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37254.898438 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -37254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -31537.191406 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -31537.19 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 144 members 
Entering Unmasked Estep 
Score: -30499.093750 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -30499.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30794.617188 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -30794.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30922.197266 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -30922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30988.857422 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -30988.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31039.015625 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -31039.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31052.228516 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -31052.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31060.310547 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -31060.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31060.310547 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -31060.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -281692.062500 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -281692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -279077.437500 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -279077.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279847.093750 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -279847.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -280410.437500 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -280410.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280865.218750 Penalty: 3765.563477
	Iteration 3F: 3 clusters Score -280865.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -281115.750000 Penalty: 3765.563477
	Iteration 4F: 3 clusters Score -281115.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281275.406250 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -281275.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -281404.906250 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -281404.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -281519.593750 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -281519.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -281629.468750 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -281629.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -281752.906250 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -281752.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -281865.843750 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -281865.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -281928.531250 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -281928.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -281979.156250 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -281979.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -282013.437500 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -282013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282047.562500 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -282047.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282066.875000 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -282066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282084.406250 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -282084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -282090.406250 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -282090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282097.906250 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -282097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -282101.500000 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -282101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -282102.593750 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -282102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76177 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 907 members 
Mstep: Class 42 contains 43609 members 
Mstep: Class 43 contains 1075 members 
Entering Unmasked Estep 
Score: -70325000.000000 Penalty: 139297.500000
Splitting cluster 41 changes total score from -70326112.000000 to -70325000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (43609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Entering Unmasked Estep 
Score: -6688116.000000 Penalty: 2649.388672
	Iteration 0F: 2 clusters Score -6688116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -6658657.000000 Penalty: 5298.777344
	Iteration 0F: 3 clusters Score -6658657 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -6669813.500000 Penalty: 5298.777344
	Iteration 1F: 3 clusters Score -6669814 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -6670317.500000 Penalty: 5298.777344
	Iteration 2Q: 3 clusters Score -6670318 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6670947.500000 Penalty: 5298.777344
	Iteration 3Q: 3 clusters Score -6670948 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -6671673.500000 Penalty: 5298.777344
	Iteration 4Q: 3 clusters Score -6671674 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6672579.000000 Penalty: 5298.777344
	Iteration 5Q: 3 clusters Score -6672579 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -6673779.000000 Penalty: 5298.777344
	Iteration 6F: 3 clusters Score -6673779 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -6675511.500000 Penalty: 5298.777344
	Iteration 7F: 3 clusters Score -6675512 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6677655.000000 Penalty: 5298.777344
	Iteration 8F: 3 clusters Score -6677655 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6680195.000000 Penalty: 5298.777344
	Iteration 9F: 3 clusters Score -6680195 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -6682532.500000 Penalty: 5298.777344
	Iteration 10F: 3 clusters Score -6682532 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6684086.500000 Penalty: 5298.777344
	Iteration 11Q: 3 clusters Score -6684086 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -6684985.500000 Penalty: 5298.777344
	Iteration 12Q: 3 clusters Score -6684986 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -6685437.000000 Penalty: 5298.777344
	Iteration 13Q: 3 clusters Score -6685437 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -6685651.000000 Penalty: 5298.777344
	Iteration 14Q: 3 clusters Score -6685651 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -6685729.000000 Penalty: 5298.777344
	Iteration 15Q: 3 clusters Score -6685729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -6685765.000000 Penalty: 5298.777344
	Iteration 16Q: 3 clusters Score -6685765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -6685806.500000 Penalty: 5298.777344
	Iteration 17Q: 3 clusters Score -6685806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -6685827.000000 Penalty: 5298.777344
	Iteration 18Q: 3 clusters Score -6685827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -6685857.000000 Penalty: 5298.777344
	Iteration 19Q: 3 clusters Score -6685857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -6685871.000000 Penalty: 5298.777344
	Iteration 20F: 3 clusters Score -6685871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -6685881.000000 Penalty: 5298.777344
	Iteration 21Q: 3 clusters Score -6685881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -6685885.500000 Penalty: 5298.777344
	Iteration 22Q: 3 clusters Score -6685886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -6685884.000000 Penalty: 5298.777344
	Iteration 23Q: 3 clusters Score -6685884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6685891.000000 Penalty: 5298.777344
	Iteration 24Q: 3 clusters Score -6685891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -6685890.500000 Penalty: 5298.777344
	Iteration 25Q: 3 clusters Score -6685890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6685895.500000 Penalty: 5298.777344
	Iteration 26Q: 3 clusters Score -6685896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6685908.000000 Penalty: 5298.777344
	Iteration 27Q: 3 clusters Score -6685908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -6685908.500000 Penalty: 5298.777344
	Iteration 28Q: 3 clusters Score -6685908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6685910.000000 Penalty: 5298.777344
	Iteration 29Q: 3 clusters Score -6685910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6685917.000000 Penalty: 5298.777344
	Iteration 30Q: 3 clusters Score -6685917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6685917.000000 Penalty: 5298.777344
	Iteration 31F: 3 clusters Score -6685917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181809 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76177 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 43609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326096.000000 Penalty: 136058.015625
Iteration 159Q: 43 clusters Score -7.03261e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5229 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28891 members 
Mstep: Class 15 contains 9432 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9632 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 181799 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37190 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76124 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1984 members 
Mstep: Class 42 contains 43619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326160.000000 Penalty: 136058.015625
Iteration 160F: 43 clusters Score -7.032616e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7727 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28884 members 
Mstep: Class 15 contains 9430 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 9634 members 
Mstep: Class 19 contains 291 members 
Mstep: Class 20 contains 181782 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37194 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76090 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 43633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326232.000000 Penalty: 136058.015625
Iteration 161Q: 43 clusters Score -7.032623e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7790 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20020 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28877 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 9634 members 
Mstep: Class 19 contains 292 members 
Mstep: Class 20 contains 181777 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37204 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76039 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 327 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1991 members 
Mstep: Class 42 contains 43640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326360.000000 Penalty: 136058.015625
Iteration 162Q: 43 clusters Score -7.032636e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7835 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20019 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28872 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 288 members 
Mstep: Class 20 contains 181766 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 624 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37210 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 76013 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 286 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 43647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326376.000000 Penalty: 136058.015625
Iteration 163Q: 43 clusters Score -7.032638e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7886 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28872 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11542 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 286 members 
Mstep: Class 20 contains 181743 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37218 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75986 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 327 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1993 members 
Mstep: Class 42 contains 43659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326368.000000 Penalty: 136058.015625
Iteration 164Q: 43 clusters Score -7.032637e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7923 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28872 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181724 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37222 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75973 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1995 members 
Mstep: Class 42 contains 43664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326376.000000 Penalty: 136058.015625
Iteration 165Q: 43 clusters Score -7.032638e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7961 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 5223 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28870 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181698 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37227 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75957 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 43669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326400.000000 Penalty: 136058.015625
Iteration 166Q: 43 clusters Score -7.03264e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28864 members 
Mstep: Class 15 contains 9410 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181696 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37230 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75931 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1999 members 
Mstep: Class 42 contains 43671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326456.000000 Penalty: 136058.015625
Iteration 167Q: 43 clusters Score -7.032646e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28860 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 9634 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181678 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37228 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75917 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 43678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326416.000000 Penalty: 136058.015625
Iteration 168Q: 43 clusters Score -7.032642e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8057 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 5212 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28858 members 
Mstep: Class 15 contains 9403 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 9633 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181664 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37230 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75904 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 43682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326448.000000 Penalty: 136058.015625
Iteration 169Q: 43 clusters Score -7.032645e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20020 members 
Mstep: Class 6 contains 5210 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28857 members 
Mstep: Class 15 contains 9395 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 9633 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181664 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2073 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37232 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75874 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 43685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326440.000000 Penalty: 136058.015625
Iteration 170Q: 43 clusters Score -7.032644e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20019 members 
Mstep: Class 6 contains 5204 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28859 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181651 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2073 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37238 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75857 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 43690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326384.000000 Penalty: 136058.015625
Iteration 171Q: 43 clusters Score -7.032638e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8157 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 5204 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28859 members 
Mstep: Class 15 contains 9390 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181623 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37239 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75841 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 43691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326392.000000 Penalty: 136058.015625
Iteration 172Q: 43 clusters Score -7.032639e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8188 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28857 members 
Mstep: Class 15 contains 9381 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181607 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37246 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75820 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2001 members 
Mstep: Class 42 contains 43698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326496.000000 Penalty: 136058.015625
Iteration 173Q: 43 clusters Score -7.03265e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8209 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28854 members 
Mstep: Class 15 contains 9373 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181610 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37250 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75781 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2002 members 
Mstep: Class 42 contains 43711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326448.000000 Penalty: 136058.015625
Iteration 174Q: 43 clusters Score -7.032645e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28850 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181619 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37250 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75738 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2003 members 
Mstep: Class 42 contains 43721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326432.000000 Penalty: 136058.015625
Iteration 175Q: 43 clusters Score -7.032643e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20028 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28848 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181628 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37251 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75695 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2003 members 
Mstep: Class 42 contains 43727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326464.000000 Penalty: 136058.015625
Iteration 176Q: 43 clusters Score -7.032646e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8299 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28846 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181654 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37255 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75646 members 
Mstep: Class 34 contains 404 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2003 members 
Mstep: Class 42 contains 43731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326400.000000 Penalty: 136058.015625
Iteration 177Q: 43 clusters Score -7.03264e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28844 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181684 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37256 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75595 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2004 members 
Mstep: Class 42 contains 43739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326336.000000 Penalty: 136058.015625
Iteration 178Q: 43 clusters Score -7.032634e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28842 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11544 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181694 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37253 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75563 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2004 members 
Mstep: Class 42 contains 43742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326328.000000 Penalty: 136058.015625
Iteration 179Q: 43 clusters Score -7.032633e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28843 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 181689 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 37252 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75541 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2005 members 
Mstep: Class 42 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70328872.000000 Penalty: 136058.015625
Iteration 180F: 43 clusters Score -7.032887e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28841 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 181683 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37251 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75525 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2005 members 
Mstep: Class 42 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332192.000000 Penalty: 136058.015625
Iteration 181Q: 43 clusters Score -7.033219e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 5199 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28838 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 181679 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37252 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75509 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2004 members 
Mstep: Class 42 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332376.000000 Penalty: 136058.015625
Iteration 182Q: 43 clusters Score -7.033238e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28836 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11544 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181676 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37255 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75493 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 314 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 2006 members 
Mstep: Class 42 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332400.000000 Penalty: 136058.015625
Iteration 183Q: 43 clusters Score -7.03324e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8467 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28834 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181670 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37258 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75472 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 2320 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2010 members 
Mstep: Class 42 contains 43747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332336.000000 Penalty: 136058.015625
Iteration 184Q: 43 clusters Score -7.033234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28831 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11542 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181675 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37263 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75439 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2012 members 
Mstep: Class 42 contains 43751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332400.000000 Penalty: 136058.015625
Iteration 185Q: 43 clusters Score -7.03324e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28832 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181665 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37264 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75418 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 2322 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 43754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332376.000000 Penalty: 136058.015625
Iteration 186Q: 43 clusters Score -7.033238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8543 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28830 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181661 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37267 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75400 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2322 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 43754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332456.000000 Penalty: 136058.015625
Iteration 187Q: 43 clusters Score -7.033246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28829 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181674 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75377 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 43754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332360.000000 Penalty: 136058.015625
Iteration 188Q: 43 clusters Score -7.033236e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8583 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20030 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28826 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181689 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75344 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2016 members 
Mstep: Class 42 contains 43755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332336.000000 Penalty: 136058.015625
Iteration 189Q: 43 clusters Score -7.033234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8599 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20033 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28823 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181700 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37267 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75322 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332400.000000 Penalty: 136058.015625
Iteration 190Q: 43 clusters Score -7.03324e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8614 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20034 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28821 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181720 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75293 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2016 members 
Mstep: Class 42 contains 43758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332360.000000 Penalty: 136058.015625
Iteration 191Q: 43 clusters Score -7.033236e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20036 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28821 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11550 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181733 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75264 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 43759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332352.000000 Penalty: 136058.015625
Iteration 192Q: 43 clusters Score -7.033235e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8650 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20036 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28821 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11550 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181736 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75239 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2016 members 
Mstep: Class 42 contains 43761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332280.000000 Penalty: 136058.015625
Iteration 193Q: 43 clusters Score -7.033228e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8663 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20033 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28821 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181758 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75206 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332272.000000 Penalty: 136058.015625
Iteration 194Q: 43 clusters Score -7.033227e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20035 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28819 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11551 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181771 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37264 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75174 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332240.000000 Penalty: 136058.015625
Iteration 195Q: 43 clusters Score -7.033224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20038 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28817 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11553 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181783 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37264 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75144 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332240.000000 Penalty: 136058.015625
Iteration 196Q: 43 clusters Score -7.033224e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20041 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5424 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28816 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11556 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181798 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37265 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75111 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332256.000000 Penalty: 136058.015625
Iteration 197Q: 43 clusters Score -7.033226e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20042 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28816 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11559 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181799 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37265 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75089 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332280.000000 Penalty: 136058.015625
Iteration 198Q: 43 clusters Score -7.033228e+07 nChanged 55
Entering ConstructFrom: 
Score: -70332280.000000 Penalty: 136058.015625
Entering ConstructFrom: 
Trying to split cluster 1 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -688566.437500 Penalty: 2090.558594
	Iteration 0F: 2 clusters Score -688566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -684299.750000 Penalty: 4181.117188
	Iteration 0F: 3 clusters Score -684299.8 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -685245.750000 Penalty: 4181.117188
	Iteration 1F: 3 clusters Score -685245.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -685431.500000 Penalty: 4181.117188
	Iteration 2F: 3 clusters Score -685431.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -685561.187500 Penalty: 4181.117188
	Iteration 3Q: 3 clusters Score -685561.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -685641.562500 Penalty: 4181.117188
	Iteration 4Q: 3 clusters Score -685641.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -685697.875000 Penalty: 4181.117188
	Iteration 5Q: 3 clusters Score -685697.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -685749.062500 Penalty: 4181.117188
	Iteration 6Q: 3 clusters Score -685749.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -685796.437500 Penalty: 4181.117188
	Iteration 7Q: 3 clusters Score -685796.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -685840.437500 Penalty: 4181.117188
	Iteration 8Q: 3 clusters Score -685840.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -685873.812500 Penalty: 4181.117188
	Iteration 9Q: 3 clusters Score -685873.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -685907.812500 Penalty: 4181.117188
	Iteration 10Q: 3 clusters Score -685907.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -685938.062500 Penalty: 4181.117188
	Iteration 11Q: 3 clusters Score -685938.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -685972.625000 Penalty: 4181.117188
	Iteration 12Q: 3 clusters Score -685972.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -686000.437500 Penalty: 4181.117188
	Iteration 13Q: 3 clusters Score -686000.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -686027.812500 Penalty: 4181.117188
	Iteration 14Q: 3 clusters Score -686027.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -686050.187500 Penalty: 4181.117188
	Iteration 15Q: 3 clusters Score -686050.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -686075.875000 Penalty: 4181.117188
	Iteration 16Q: 3 clusters Score -686075.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -686101.625000 Penalty: 4181.117188
	Iteration 17Q: 3 clusters Score -686101.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -686124.625000 Penalty: 4181.117188
	Iteration 18Q: 3 clusters Score -686124.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -686152.187500 Penalty: 4181.117188
	Iteration 19Q: 3 clusters Score -686152.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -686179.875000 Penalty: 4181.117188
	Iteration 20F: 3 clusters Score -686179.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -686205.750000 Penalty: 4181.117188
	Iteration 21Q: 3 clusters Score -686205.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -686243.750000 Penalty: 4181.117188
	Iteration 22Q: 3 clusters Score -686243.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -686291.125000 Penalty: 4181.117188
	Iteration 23Q: 3 clusters Score -686291.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -686343.875000 Penalty: 4181.117188
	Iteration 24Q: 3 clusters Score -686343.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -686389.875000 Penalty: 4181.117188
	Iteration 25Q: 3 clusters Score -686389.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -686430.625000 Penalty: 4181.117188
	Iteration 26Q: 3 clusters Score -686430.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -686467.187500 Penalty: 4181.117188
	Iteration 27Q: 3 clusters Score -686467.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -686499.125000 Penalty: 4181.117188
	Iteration 28Q: 3 clusters Score -686499.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -686530.562500 Penalty: 4181.117188
	Iteration 29Q: 3 clusters Score -686530.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -686561.125000 Penalty: 4181.117188
	Iteration 30Q: 3 clusters Score -686561.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -686592.562500 Penalty: 4181.117188
	Iteration 31Q: 3 clusters Score -686592.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -686621.312500 Penalty: 4181.117188
	Iteration 32Q: 3 clusters Score -686621.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -686640.500000 Penalty: 4181.117188
	Iteration 33Q: 3 clusters Score -686640.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -686656.437500 Penalty: 4181.117188
	Iteration 34Q: 3 clusters Score -686656.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -686675.750000 Penalty: 4181.117188
	Iteration 35Q: 3 clusters Score -686675.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -686690.687500 Penalty: 4181.117188
	Iteration 36Q: 3 clusters Score -686690.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -686695.562500 Penalty: 4181.117188
	Iteration 37Q: 3 clusters Score -686695.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -686708.250000 Penalty: 4181.117188
	Iteration 38Q: 3 clusters Score -686708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -686720.750000 Penalty: 4181.117188
	Iteration 39Q: 3 clusters Score -686720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -686728.812500 Penalty: 4181.117188
	Iteration 40F: 3 clusters Score -686728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -686733.625000 Penalty: 4181.117188
	Iteration 41Q: 3 clusters Score -686733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -686734.437500 Penalty: 4181.117188
	Iteration 42Q: 3 clusters Score -686734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -686735.750000 Penalty: 4181.117188
	Iteration 43Q: 3 clusters Score -686735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -686737.937500 Penalty: 4181.117188
	Iteration 44Q: 3 clusters Score -686737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -686740.625000 Penalty: 4181.117188
	Iteration 45Q: 3 clusters Score -686740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -686742.187500 Penalty: 4181.117188
	Iteration 46Q: 3 clusters Score -686742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -686747.937500 Penalty: 4181.117188
	Iteration 47Q: 3 clusters Score -686747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -686754.812500 Penalty: 4181.117188
	Iteration 48Q: 3 clusters Score -686754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -686760.312500 Penalty: 4181.117188
	Iteration 49Q: 3 clusters Score -686760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -686765.937500 Penalty: 4181.117188
	Iteration 50Q: 3 clusters Score -686765.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -686773.687500 Penalty: 4181.117188
	Iteration 51Q: 3 clusters Score -686773.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -686779.375000 Penalty: 4181.117188
	Iteration 52Q: 3 clusters Score -686779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -686784.562500 Penalty: 4181.117188
	Iteration 53Q: 3 clusters Score -686784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -686787.000000 Penalty: 4181.117188
	Iteration 54Q: 3 clusters Score -686787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -686787.312500 Penalty: 4181.117188
	Iteration 55Q: 3 clusters Score -686787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -686791.625000 Penalty: 4181.117188
	Iteration 56Q: 3 clusters Score -686791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -686795.125000 Penalty: 4181.117188
	Iteration 57Q: 3 clusters Score -686795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -686795.625000 Penalty: 4181.117188
	Iteration 58Q: 3 clusters Score -686795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -686798.937500 Penalty: 4181.117188
	Iteration 59Q: 3 clusters Score -686798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -686802.812500 Penalty: 4181.117188
	Iteration 60F: 3 clusters Score -686802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -686806.250000 Penalty: 4181.117188
	Iteration 61Q: 3 clusters Score -686806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -686807.250000 Penalty: 4181.117188
	Iteration 62Q: 3 clusters Score -686807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -686807.250000 Penalty: 4181.117188
	Iteration 63F: 3 clusters Score -686807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -1346397.750000 Penalty: 2250.083252
	Iteration 0F: 2 clusters Score -1346398 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 4420 members 
Entering Unmasked Estep 
Score: -1339542.375000 Penalty: 4500.166504
	Iteration 0F: 3 clusters Score -1339542 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1341375.625000 Penalty: 4500.166504
	Iteration 1F: 3 clusters Score -1341376 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1341664.500000 Penalty: 4500.166504
	Iteration 2F: 3 clusters Score -1341664 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1341908.500000 Penalty: 4500.166504
	Iteration 3F: 3 clusters Score -1341908 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1342087.750000 Penalty: 4500.166504
	Iteration 4Q: 3 clusters Score -1342088 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1342235.625000 Penalty: 4500.166504
	Iteration 5Q: 3 clusters Score -1342236 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1342417.625000 Penalty: 4500.166504
	Iteration 6Q: 3 clusters Score -1342418 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1342583.625000 Penalty: 4500.166504
	Iteration 7Q: 3 clusters Score -1342584 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1342723.750000 Penalty: 4500.166504
	Iteration 8Q: 3 clusters Score -1342724 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1342851.750000 Penalty: 4500.166504
	Iteration 9Q: 3 clusters Score -1342852 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1342976.750000 Penalty: 4500.166504
	Iteration 10Q: 3 clusters Score -1342977 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1343090.500000 Penalty: 4500.166504
	Iteration 11Q: 3 clusters Score -1343090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1343199.875000 Penalty: 4500.166504
	Iteration 12Q: 3 clusters Score -1343200 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1343318.250000 Penalty: 4500.166504
	Iteration 13Q: 3 clusters Score -1343318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1343421.500000 Penalty: 4500.166504
	Iteration 14Q: 3 clusters Score -1343422 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1343523.250000 Penalty: 4500.166504
	Iteration 15Q: 3 clusters Score -1343523 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1343617.125000 Penalty: 4500.166504
	Iteration 16Q: 3 clusters Score -1343617 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1343724.375000 Penalty: 4500.166504
	Iteration 17Q: 3 clusters Score -1343724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1343818.000000 Penalty: 4500.166504
	Iteration 18Q: 3 clusters Score -1343818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1343912.750000 Penalty: 4500.166504
	Iteration 19Q: 3 clusters Score -1343913 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1343998.500000 Penalty: 4500.166504
	Iteration 20F: 3 clusters Score -1343998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1344066.750000 Penalty: 4500.166504
	Iteration 21Q: 3 clusters Score -1344067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1344130.250000 Penalty: 4500.166504
	Iteration 22Q: 3 clusters Score -1344130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1344186.500000 Penalty: 4500.166504
	Iteration 23Q: 3 clusters Score -1344186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1344226.875000 Penalty: 4500.166504
	Iteration 24Q: 3 clusters Score -1344227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1344249.125000 Penalty: 4500.166504
	Iteration 25Q: 3 clusters Score -1344249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1344279.000000 Penalty: 4500.166504
	Iteration 26Q: 3 clusters Score -1344279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1344294.625000 Penalty: 4500.166504
	Iteration 27Q: 3 clusters Score -1344295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1344311.750000 Penalty: 4500.166504
	Iteration 28Q: 3 clusters Score -1344312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1344323.375000 Penalty: 4500.166504
	Iteration 29Q: 3 clusters Score -1344323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1344336.250000 Penalty: 4500.166504
	Iteration 30Q: 3 clusters Score -1344336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1344341.250000 Penalty: 4500.166504
	Iteration 31Q: 3 clusters Score -1344341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1344350.000000 Penalty: 4500.166504
	Iteration 32Q: 3 clusters Score -1344350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1344355.125000 Penalty: 4500.166504
	Iteration 33Q: 3 clusters Score -1344355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1344360.375000 Penalty: 4500.166504
	Iteration 34Q: 3 clusters Score -1344360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1344370.000000 Penalty: 4500.166504
	Iteration 35Q: 3 clusters Score -1344370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1344382.500000 Penalty: 4500.166504
	Iteration 36Q: 3 clusters Score -1344382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1344384.250000 Penalty: 4500.166504
	Iteration 37Q: 3 clusters Score -1344384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1344392.875000 Penalty: 4500.166504
	Iteration 38Q: 3 clusters Score -1344393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1344395.250000 Penalty: 4500.166504
	Iteration 39Q: 3 clusters Score -1344395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1344397.125000 Penalty: 4500.166504
	Iteration 40F: 3 clusters Score -1344397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1344397.125000 Penalty: 4500.166504
	Iteration 41Q: 3 clusters Score -1344397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1344399.375000 Penalty: 4500.166504
	Iteration 42Q: 3 clusters Score -1344399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1344399.375000 Penalty: 4500.166504
	Iteration 43F: 3 clusters Score -1344399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -59362.339844 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -59362.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58007.097656 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -58007.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58578.687500 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -58578.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59063.535156 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -59063.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59670.773438 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -59670.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60165.671875 Penalty: 3055.958740
	Iteration 4F: 3 clusters Score -60165.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60574.160156 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -60574.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60869.519531 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -60869.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61000.960938 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -61000.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61000.960938 Penalty: 3055.958740
	Iteration 8F: 3 clusters Score -61000.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28815 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11560 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 181801 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75075 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43773 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
Score: -70332296.000000 Penalty: 139297.500000
Splitting cluster 3 changes total score from -70332280.000000 to -70332296.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38725.644531 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -38725.64 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 160 members 
Entering Unmasked Estep 
Score: -37510.613281 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -37510.61 nChanged 52
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: -37668.078125 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -37668.08 nChanged 17
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: -37803.937500 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -37803.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38070.324219 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -38070.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -38195.796875 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -38195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38320.515625 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -38320.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38406.515625 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -38406.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38502.417969 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -38502.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38541.656250 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -38541.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38565.500000 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -38565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -38581.960938 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -38581.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -38589.605469 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -38589.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -38589.605469 Penalty: 2877.850586
	Iteration 12F: 3 clusters Score -38589.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Entering Unmasked Estep 
Score: -3119885.000000 Penalty: 2456.597412
	Iteration 0F: 2 clusters Score -3119885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3105820.500000 Penalty: 4913.194824
	Iteration 0F: 3 clusters Score -3105820 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3110446.250000 Penalty: 4913.194824
	Iteration 1F: 3 clusters Score -3110446 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3110794.250000 Penalty: 4913.194824
	Iteration 2F: 3 clusters Score -3110794 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3111083.750000 Penalty: 4913.194824
	Iteration 3Q: 3 clusters Score -3111084 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3111359.750000 Penalty: 4913.194824
	Iteration 4Q: 3 clusters Score -3111360 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3111630.250000 Penalty: 4913.194824
	Iteration 5Q: 3 clusters Score -3111630 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3111912.750000 Penalty: 4913.194824
	Iteration 6Q: 3 clusters Score -3111913 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3112328.000000 Penalty: 4913.194824
	Iteration 7Q: 3 clusters Score -3112328 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3112854.000000 Penalty: 4913.194824
	Iteration 8Q: 3 clusters Score -3112854 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3113570.500000 Penalty: 4913.194824
	Iteration 9F: 3 clusters Score -3113570 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3114479.000000 Penalty: 4913.194824
	Iteration 10F: 3 clusters Score -3114479 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3115449.000000 Penalty: 4913.194824
	Iteration 11F: 3 clusters Score -3115449 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3116227.750000 Penalty: 4913.194824
	Iteration 12Q: 3 clusters Score -3116228 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3116821.250000 Penalty: 4913.194824
	Iteration 13Q: 3 clusters Score -3116821 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3117185.000000 Penalty: 4913.194824
	Iteration 14Q: 3 clusters Score -3117185 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3117389.000000 Penalty: 4913.194824
	Iteration 15Q: 3 clusters Score -3117389 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3117517.750000 Penalty: 4913.194824
	Iteration 16Q: 3 clusters Score -3117518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3117587.750000 Penalty: 4913.194824
	Iteration 17Q: 3 clusters Score -3117588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3117625.500000 Penalty: 4913.194824
	Iteration 18Q: 3 clusters Score -3117626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3117670.500000 Penalty: 4913.194824
	Iteration 19Q: 3 clusters Score -3117670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3117695.250000 Penalty: 4913.194824
	Iteration 20F: 3 clusters Score -3117695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3117723.000000 Penalty: 4913.194824
	Iteration 21Q: 3 clusters Score -3117723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3117740.250000 Penalty: 4913.194824
	Iteration 22Q: 3 clusters Score -3117740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3117744.500000 Penalty: 4913.194824
	Iteration 23Q: 3 clusters Score -3117744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3117756.000000 Penalty: 4913.194824
	Iteration 24Q: 3 clusters Score -3117756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3117765.750000 Penalty: 4913.194824
	Iteration 25Q: 3 clusters Score -3117766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3117773.500000 Penalty: 4913.194824
	Iteration 26Q: 3 clusters Score -3117774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3117773.500000 Penalty: 4913.194824
	Iteration 27F: 3 clusters Score -3117774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -801889.687500 Penalty: 2122.229004
	Iteration 0F: 2 clusters Score -801889.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -797277.125000 Penalty: 4244.458008
	Iteration 0F: 3 clusters Score -797277.1 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -798428.687500 Penalty: 4244.458008
	Iteration 1F: 3 clusters Score -798428.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -798646.375000 Penalty: 4244.458008
	Iteration 2F: 3 clusters Score -798646.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -798775.062500 Penalty: 4244.458008
	Iteration 3Q: 3 clusters Score -798775.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -798866.312500 Penalty: 4244.458008
	Iteration 4Q: 3 clusters Score -798866.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -798933.500000 Penalty: 4244.458008
	Iteration 5Q: 3 clusters Score -798933.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -798976.625000 Penalty: 4244.458008
	Iteration 6Q: 3 clusters Score -798976.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -799008.625000 Penalty: 4244.458008
	Iteration 7Q: 3 clusters Score -799008.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -799030.437500 Penalty: 4244.458008
	Iteration 8Q: 3 clusters Score -799030.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -799054.250000 Penalty: 4244.458008
	Iteration 9Q: 3 clusters Score -799054.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -799083.500000 Penalty: 4244.458008
	Iteration 10Q: 3 clusters Score -799083.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -799117.125000 Penalty: 4244.458008
	Iteration 11Q: 3 clusters Score -799117.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -799145.937500 Penalty: 4244.458008
	Iteration 12Q: 3 clusters Score -799145.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -799180.062500 Penalty: 4244.458008
	Iteration 13Q: 3 clusters Score -799180.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -799220.500000 Penalty: 4244.458008
	Iteration 14Q: 3 clusters Score -799220.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -799258.125000 Penalty: 4244.458008
	Iteration 15Q: 3 clusters Score -799258.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -799294.312500 Penalty: 4244.458008
	Iteration 16Q: 3 clusters Score -799294.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -799327.000000 Penalty: 4244.458008
	Iteration 17Q: 3 clusters Score -799327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -799358.437500 Penalty: 4244.458008
	Iteration 18Q: 3 clusters Score -799358.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -799389.062500 Penalty: 4244.458008
	Iteration 19Q: 3 clusters Score -799389.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -799416.500000 Penalty: 4244.458008
	Iteration 20F: 3 clusters Score -799416.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -799444.437500 Penalty: 4244.458008
	Iteration 21Q: 3 clusters Score -799444.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -799471.125000 Penalty: 4244.458008
	Iteration 22Q: 3 clusters Score -799471.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -799494.812500 Penalty: 4244.458008
	Iteration 23Q: 3 clusters Score -799494.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -799524.375000 Penalty: 4244.458008
	Iteration 24Q: 3 clusters Score -799524.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -799546.375000 Penalty: 4244.458008
	Iteration 25Q: 3 clusters Score -799546.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -799567.062500 Penalty: 4244.458008
	Iteration 26Q: 3 clusters Score -799567.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -799591.062500 Penalty: 4244.458008
	Iteration 27Q: 3 clusters Score -799591.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -799609.250000 Penalty: 4244.458008
	Iteration 28Q: 3 clusters Score -799609.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -799626.812500 Penalty: 4244.458008
	Iteration 29Q: 3 clusters Score -799626.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -799640.812500 Penalty: 4244.458008
	Iteration 30Q: 3 clusters Score -799640.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -799657.375000 Penalty: 4244.458008
	Iteration 31Q: 3 clusters Score -799657.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -799669.687500 Penalty: 4244.458008
	Iteration 32Q: 3 clusters Score -799669.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -799684.000000 Penalty: 4244.458008
	Iteration 33Q: 3 clusters Score -799684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -799697.687500 Penalty: 4244.458008
	Iteration 34Q: 3 clusters Score -799697.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -799706.312500 Penalty: 4244.458008
	Iteration 35Q: 3 clusters Score -799706.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -799712.750000 Penalty: 4244.458008
	Iteration 36Q: 3 clusters Score -799712.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -799718.500000 Penalty: 4244.458008
	Iteration 37Q: 3 clusters Score -799718.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -799723.312500 Penalty: 4244.458008
	Iteration 38Q: 3 clusters Score -799723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -799727.375000 Penalty: 4244.458008
	Iteration 39Q: 3 clusters Score -799727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -799733.125000 Penalty: 4244.458008
	Iteration 40F: 3 clusters Score -799733.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -799737.437500 Penalty: 4244.458008
	Iteration 41Q: 3 clusters Score -799737.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -799743.437500 Penalty: 4244.458008
	Iteration 42Q: 3 clusters Score -799743.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -799747.187500 Penalty: 4244.458008
	Iteration 43Q: 3 clusters Score -799747.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -799749.562500 Penalty: 4244.458008
	Iteration 44Q: 3 clusters Score -799749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -799752.000000 Penalty: 4244.458008
	Iteration 45Q: 3 clusters Score -799752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -799753.125000 Penalty: 4244.458008
	Iteration 46Q: 3 clusters Score -799753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -799755.750000 Penalty: 4244.458008
	Iteration 47Q: 3 clusters Score -799755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -799756.312500 Penalty: 4244.458008
	Iteration 48Q: 3 clusters Score -799756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -799756.562500 Penalty: 4244.458008
	Iteration 49Q: 3 clusters Score -799756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -799758.437500 Penalty: 4244.458008
	Iteration 50Q: 3 clusters Score -799758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -799758.187500 Penalty: 4244.458008
	Iteration 51Q: 3 clusters Score -799758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -799757.875000 Penalty: 4244.458008
	Iteration 52Q: 3 clusters Score -799757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -799758.437500 Penalty: 4244.458008
	Iteration 53Q: 3 clusters Score -799758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -799759.187500 Penalty: 4244.458008
	Iteration 54Q: 3 clusters Score -799759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -799759.187500 Penalty: 4244.458008
	Iteration 55F: 3 clusters Score -799759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -37511.804688 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -37511.8 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 134 members 
Entering Unmasked Estep 
Score: -36519.660156 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -36519.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36831.855469 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -36831.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36925.699219 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -36925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36953.968750 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -36953.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36970.734375 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -36970.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36977.523438 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -36977.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36979.890625 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -36979.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36979.890625 Penalty: 2817.365479
	Iteration 7F: 3 clusters Score -36979.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -117445.921875 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -117445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115631.906250 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -115631.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -115917.351562 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -115917.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116011.570312 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -116011.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116101.679688 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -116101.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116157.257812 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -116157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -116173.140625 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -116173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116201.078125 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -116201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -116216.148438 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -116216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116223.718750 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -116223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116227.812500 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -116227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116237.093750 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -116237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116244.375000 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -116244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116247.039062 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -116247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116247.890625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -116247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116247.890625 Penalty: 3347.384766
	Iteration 14F: 3 clusters Score -116247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -63043.312500 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -63043.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61664.117188 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -61664.12 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61926.347656 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -61926.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62068.765625 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -62068.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62166.148438 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -62166.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62216.082031 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -62216.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62295.394531 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -62295.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62348.550781 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -62348.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62383.308594 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -62383.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62446.062500 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -62446.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62508.222656 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -62508.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62543.675781 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -62543.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62574.523438 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -62574.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62601.460938 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -62601.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62616.816406 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -62616.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62629.632812 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -62629.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62642.281250 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -62642.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62649.394531 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -62649.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62652.714844 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -62652.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62654.074219 Penalty: 3092.267822
	Iteration 18F: 3 clusters Score -62654.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62661.113281 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -62661.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62663.523438 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -62663.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -642058.500000 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -642058.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -637870.500000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -637870.5 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -638978.937500 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -638978.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -639411.500000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -639411.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -639792.062500 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -639792.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -640147.875000 Penalty: 4166.949707
	Iteration 4F: 3 clusters Score -640147.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -640393.875000 Penalty: 4166.949707
	Iteration 5F: 3 clusters Score -640393.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -640530.375000 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -640530.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -640622.625000 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -640622.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -640685.375000 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -640685.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -640731.625000 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -640731.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -640765.312500 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -640765.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -640791.937500 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -640791.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -640815.687500 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -640815.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -640828.875000 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -640828.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -640838.125000 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -640838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -640844.562500 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -640844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -640851.750000 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -640851.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -640859.687500 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -640859.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -640868.062500 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -640868.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -640875.937500 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -640875.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -640885.687500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -640885.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -640901.562500 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -640901.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -640929.312500 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -640929.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -640963.250000 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -640963.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -641002.437500 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -641002.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -641102.875000 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -641102.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -641296.125000 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -641296.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -641453.875000 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -641453.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -641574.062500 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -641574.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -641661.812500 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -641661.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -641718.687500 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -641718.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -641759.375000 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -641759.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -641781.562500 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -641781.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -641792.187500 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -641792.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -641798.687500 Penalty: 4166.949707
	Iteration 34Q: 3 clusters Score -641798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -641803.375000 Penalty: 4166.949707
	Iteration 35Q: 3 clusters Score -641803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -641805.187500 Penalty: 4166.949707
	Iteration 36Q: 3 clusters Score -641805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -641806.000000 Penalty: 4166.949707
	Iteration 37Q: 3 clusters Score -641806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -641808.250000 Penalty: 4166.949707
	Iteration 38Q: 3 clusters Score -641808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -641809.375000 Penalty: 4166.949707
	Iteration 39Q: 3 clusters Score -641809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -641810.062500 Penalty: 4166.949707
	Iteration 40F: 3 clusters Score -641810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -641810.125000 Penalty: 4166.949707
	Iteration 41Q: 3 clusters Score -641810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -641810.125000 Penalty: 4166.949707
	Iteration 42F: 3 clusters Score -641810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -790481.125000 Penalty: 2132.587158
	Iteration 0F: 2 clusters Score -790481.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -785633.812500 Penalty: 4265.174316
	Iteration 0F: 3 clusters Score -785633.8 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -786921.750000 Penalty: 4265.174316
	Iteration 1F: 3 clusters Score -786921.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -787172.125000 Penalty: 4265.174316
	Iteration 2F: 3 clusters Score -787172.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -787343.812500 Penalty: 4265.174316
	Iteration 3F: 3 clusters Score -787343.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -787479.375000 Penalty: 4265.174316
	Iteration 4Q: 3 clusters Score -787479.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -787575.625000 Penalty: 4265.174316
	Iteration 5Q: 3 clusters Score -787575.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -787646.062500 Penalty: 4265.174316
	Iteration 6Q: 3 clusters Score -787646.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -787690.375000 Penalty: 4265.174316
	Iteration 7Q: 3 clusters Score -787690.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -787722.250000 Penalty: 4265.174316
	Iteration 8Q: 3 clusters Score -787722.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -787753.062500 Penalty: 4265.174316
	Iteration 9Q: 3 clusters Score -787753.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -787786.687500 Penalty: 4265.174316
	Iteration 10Q: 3 clusters Score -787786.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -787814.750000 Penalty: 4265.174316
	Iteration 11Q: 3 clusters Score -787814.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -787839.375000 Penalty: 4265.174316
	Iteration 12Q: 3 clusters Score -787839.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -787860.125000 Penalty: 4265.174316
	Iteration 13Q: 3 clusters Score -787860.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -787882.000000 Penalty: 4265.174316
	Iteration 14Q: 3 clusters Score -787882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -787903.375000 Penalty: 4265.174316
	Iteration 15Q: 3 clusters Score -787903.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -787925.250000 Penalty: 4265.174316
	Iteration 16Q: 3 clusters Score -787925.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -787944.500000 Penalty: 4265.174316
	Iteration 17Q: 3 clusters Score -787944.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -787960.187500 Penalty: 4265.174316
	Iteration 18Q: 3 clusters Score -787960.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -787977.375000 Penalty: 4265.174316
	Iteration 19Q: 3 clusters Score -787977.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -787997.062500 Penalty: 4265.174316
	Iteration 20F: 3 clusters Score -787997.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -788019.500000 Penalty: 4265.174316
	Iteration 21Q: 3 clusters Score -788019.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -788056.312500 Penalty: 4265.174316
	Iteration 22Q: 3 clusters Score -788056.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -788085.375000 Penalty: 4265.174316
	Iteration 23Q: 3 clusters Score -788085.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -788113.000000 Penalty: 4265.174316
	Iteration 24Q: 3 clusters Score -788113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -788142.875000 Penalty: 4265.174316
	Iteration 25Q: 3 clusters Score -788142.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -788186.187500 Penalty: 4265.174316
	Iteration 26Q: 3 clusters Score -788186.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -788249.125000 Penalty: 4265.174316
	Iteration 27Q: 3 clusters Score -788249.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -788326.937500 Penalty: 4265.174316
	Iteration 28Q: 3 clusters Score -788326.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -788438.437500 Penalty: 4265.174316
	Iteration 29Q: 3 clusters Score -788438.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -788569.000000 Penalty: 4265.174316
	Iteration 30Q: 3 clusters Score -788569 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -788698.750000 Penalty: 4265.174316
	Iteration 31Q: 3 clusters Score -788698.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -788821.250000 Penalty: 4265.174316
	Iteration 32Q: 3 clusters Score -788821.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -788946.125000 Penalty: 4265.174316
	Iteration 33Q: 3 clusters Score -788946.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -789053.312500 Penalty: 4265.174316
	Iteration 34Q: 3 clusters Score -789053.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -789123.000000 Penalty: 4265.174316
	Iteration 35Q: 3 clusters Score -789123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -789176.437500 Penalty: 4265.174316
	Iteration 36Q: 3 clusters Score -789176.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -789213.625000 Penalty: 4265.174316
	Iteration 37Q: 3 clusters Score -789213.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -789237.375000 Penalty: 4265.174316
	Iteration 38Q: 3 clusters Score -789237.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -789251.312500 Penalty: 4265.174316
	Iteration 39Q: 3 clusters Score -789251.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -789271.687500 Penalty: 4265.174316
	Iteration 40F: 3 clusters Score -789271.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -789285.062500 Penalty: 4265.174316
	Iteration 41Q: 3 clusters Score -789285.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -789291.500000 Penalty: 4265.174316
	Iteration 42Q: 3 clusters Score -789291.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -789302.625000 Penalty: 4265.174316
	Iteration 43Q: 3 clusters Score -789302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -789311.687500 Penalty: 4265.174316
	Iteration 44Q: 3 clusters Score -789311.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -789317.625000 Penalty: 4265.174316
	Iteration 45Q: 3 clusters Score -789317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -789325.500000 Penalty: 4265.174316
	Iteration 46Q: 3 clusters Score -789325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -789327.937500 Penalty: 4265.174316
	Iteration 47Q: 3 clusters Score -789327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -789332.312500 Penalty: 4265.174316
	Iteration 48Q: 3 clusters Score -789332.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -789333.187500 Penalty: 4265.174316
	Iteration 49Q: 3 clusters Score -789333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -789334.625000 Penalty: 4265.174316
	Iteration 50Q: 3 clusters Score -789334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -789334.625000 Penalty: 4265.174316
	Iteration 51F: 3 clusters Score -789334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -214356.390625 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -214356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -212063.406250 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -212063.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212627.734375 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -212627.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -212895.468750 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -212895.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213105.812500 Penalty: 3634.253174
	Iteration 3F: 3 clusters Score -213105.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213250.765625 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -213250.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213386.593750 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -213386.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -213474.234375 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -213474.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -213529.328125 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -213529.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -213580.843750 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -213580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -213608.453125 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -213608.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213623.796875 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -213623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -213631.875000 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -213631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -213636.421875 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -213636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -213638.015625 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -213638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213644.390625 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -213644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -213648.500000 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -213648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213651.875000 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -213651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213652.578125 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -213652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -213653.250000 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -213653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213654.328125 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -213654.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213654.328125 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -213654.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -106516.828125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -106516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104811.890625 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -104811.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105100.296875 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -105100.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105231.781250 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -105231.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105331.195312 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -105331.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105431.273438 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -105431.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105506.617188 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -105506.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105553.789062 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -105553.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105589.312500 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -105589.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105646.429688 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -105646.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105688.289062 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -105688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105728.421875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -105728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105750.343750 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -105750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105767.796875 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -105767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105781.945312 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -105781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105797.250000 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -105797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105806.289062 Penalty: 3286.194580
	Iteration 15Q: 3 clusters Score -105806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105815.000000 Penalty: 3286.194580
	Iteration 16Q: 3 clusters Score -105815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105820.460938 Penalty: 3286.194580
	Iteration 17Q: 3 clusters Score -105820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105823.164062 Penalty: 3286.194580
	Iteration 18Q: 3 clusters Score -105823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105828.382812 Penalty: 3286.194580
	Iteration 19Q: 3 clusters Score -105828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105833.507812 Penalty: 3286.194580
	Iteration 20F: 3 clusters Score -105833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105842.710938 Penalty: 3286.194580
	Iteration 21Q: 3 clusters Score -105842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105858.234375 Penalty: 3286.194580
	Iteration 22Q: 3 clusters Score -105858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105863.031250 Penalty: 3286.194580
	Iteration 23Q: 3 clusters Score -105863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105865.468750 Penalty: 3286.194580
	Iteration 24Q: 3 clusters Score -105865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105865.468750 Penalty: 3286.194580
	Iteration 25F: 3 clusters Score -105865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Entering Unmasked Estep 
Score: -4342012.000000 Penalty: 2546.625488
	Iteration 0F: 2 clusters Score -4342012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4322240.000000 Penalty: 5093.250977
	Iteration 0F: 3 clusters Score -4322240 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4329228.500000 Penalty: 5093.250977
	Iteration 1F: 3 clusters Score -4329228 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4329712.500000 Penalty: 5093.250977
	Iteration 2Q: 3 clusters Score -4329712 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4330237.500000 Penalty: 5093.250977
	Iteration 3Q: 3 clusters Score -4330238 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4330868.000000 Penalty: 5093.250977
	Iteration 4Q: 3 clusters Score -4330868 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4331795.500000 Penalty: 5093.250977
	Iteration 5F: 3 clusters Score -4331796 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4333150.500000 Penalty: 5093.250977
	Iteration 6F: 3 clusters Score -4333150 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4334895.500000 Penalty: 5093.250977
	Iteration 7F: 3 clusters Score -4334896 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4336889.000000 Penalty: 5093.250977
	Iteration 8F: 3 clusters Score -4336889 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4338425.000000 Penalty: 5093.250977
	Iteration 9F: 3 clusters Score -4338425 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4339232.500000 Penalty: 5093.250977
	Iteration 10Q: 3 clusters Score -4339232 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4339585.000000 Penalty: 5093.250977
	Iteration 11Q: 3 clusters Score -4339585 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4339741.000000 Penalty: 5093.250977
	Iteration 12Q: 3 clusters Score -4339741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4339842.500000 Penalty: 5093.250977
	Iteration 13Q: 3 clusters Score -4339842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4339886.000000 Penalty: 5093.250977
	Iteration 14Q: 3 clusters Score -4339886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4339904.500000 Penalty: 5093.250977
	Iteration 15Q: 3 clusters Score -4339904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4339927.000000 Penalty: 5093.250977
	Iteration 16Q: 3 clusters Score -4339927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4339934.000000 Penalty: 5093.250977
	Iteration 17Q: 3 clusters Score -4339934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4339943.000000 Penalty: 5093.250977
	Iteration 18Q: 3 clusters Score -4339943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4339937.500000 Penalty: 5093.250977
	Iteration 19Q: 3 clusters Score -4339938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4339943.500000 Penalty: 5093.250977
	Iteration 20F: 3 clusters Score -4339944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4339942.000000 Penalty: 5093.250977
	Iteration 21Q: 3 clusters Score -4339942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4339942.000000 Penalty: 5093.250977
	Iteration 22F: 3 clusters Score -4339942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Entering Unmasked Estep 
Score: -1348375.500000 Penalty: 2267.602783
	Iteration 0F: 2 clusters Score -1348376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1341162.750000 Penalty: 4535.205566
	Iteration 0F: 3 clusters Score -1341163 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1343500.375000 Penalty: 4535.205566
	Iteration 1F: 3 clusters Score -1343500 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1344072.250000 Penalty: 4535.205566
	Iteration 2F: 3 clusters Score -1344072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1344533.000000 Penalty: 4535.205566
	Iteration 3F: 3 clusters Score -1344533 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1344883.000000 Penalty: 4535.205566
	Iteration 4F: 3 clusters Score -1344883 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1345196.875000 Penalty: 4535.205566
	Iteration 5Q: 3 clusters Score -1345197 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1345478.125000 Penalty: 4535.205566
	Iteration 6Q: 3 clusters Score -1345478 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1345716.500000 Penalty: 4535.205566
	Iteration 7Q: 3 clusters Score -1345716 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1345925.125000 Penalty: 4535.205566
	Iteration 8Q: 3 clusters Score -1345925 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1346116.125000 Penalty: 4535.205566
	Iteration 9Q: 3 clusters Score -1346116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1346281.125000 Penalty: 4535.205566
	Iteration 10Q: 3 clusters Score -1346281 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1346449.250000 Penalty: 4535.205566
	Iteration 11Q: 3 clusters Score -1346449 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1346592.625000 Penalty: 4535.205566
	Iteration 12Q: 3 clusters Score -1346593 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1346719.250000 Penalty: 4535.205566
	Iteration 13Q: 3 clusters Score -1346719 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1346814.500000 Penalty: 4535.205566
	Iteration 14Q: 3 clusters Score -1346814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1346884.375000 Penalty: 4535.205566
	Iteration 15Q: 3 clusters Score -1346884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1346944.375000 Penalty: 4535.205566
	Iteration 16Q: 3 clusters Score -1346944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1346995.625000 Penalty: 4535.205566
	Iteration 17Q: 3 clusters Score -1346996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1347038.875000 Penalty: 4535.205566
	Iteration 18Q: 3 clusters Score -1347039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1347069.875000 Penalty: 4535.205566
	Iteration 19Q: 3 clusters Score -1347070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1347096.500000 Penalty: 4535.205566
	Iteration 20F: 3 clusters Score -1347096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1347118.125000 Penalty: 4535.205566
	Iteration 21Q: 3 clusters Score -1347118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1347143.750000 Penalty: 4535.205566
	Iteration 22Q: 3 clusters Score -1347144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1347161.500000 Penalty: 4535.205566
	Iteration 23Q: 3 clusters Score -1347162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1347174.000000 Penalty: 4535.205566
	Iteration 24Q: 3 clusters Score -1347174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1347186.000000 Penalty: 4535.205566
	Iteration 25Q: 3 clusters Score -1347186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1347202.625000 Penalty: 4535.205566
	Iteration 26Q: 3 clusters Score -1347203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1347212.875000 Penalty: 4535.205566
	Iteration 27Q: 3 clusters Score -1347213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1347233.625000 Penalty: 4535.205566
	Iteration 28Q: 3 clusters Score -1347234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1347238.375000 Penalty: 4535.205566
	Iteration 29Q: 3 clusters Score -1347238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1347241.375000 Penalty: 4535.205566
	Iteration 30Q: 3 clusters Score -1347241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1347247.875000 Penalty: 4535.205566
	Iteration 31Q: 3 clusters Score -1347248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1347254.500000 Penalty: 4535.205566
	Iteration 32Q: 3 clusters Score -1347254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1347262.625000 Penalty: 4535.205566
	Iteration 33Q: 3 clusters Score -1347263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1347268.000000 Penalty: 4535.205566
	Iteration 34Q: 3 clusters Score -1347268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1347278.625000 Penalty: 4535.205566
	Iteration 35Q: 3 clusters Score -1347279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1347286.875000 Penalty: 4535.205566
	Iteration 36Q: 3 clusters Score -1347287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1347297.000000 Penalty: 4535.205566
	Iteration 37Q: 3 clusters Score -1347297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1347302.625000 Penalty: 4535.205566
	Iteration 38Q: 3 clusters Score -1347303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1347310.750000 Penalty: 4535.205566
	Iteration 39Q: 3 clusters Score -1347311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1347315.000000 Penalty: 4535.205566
	Iteration 40F: 3 clusters Score -1347315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1347323.500000 Penalty: 4535.205566
	Iteration 41Q: 3 clusters Score -1347324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1347331.750000 Penalty: 4535.205566
	Iteration 42Q: 3 clusters Score -1347332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1347338.875000 Penalty: 4535.205566
	Iteration 43Q: 3 clusters Score -1347339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1347345.125000 Penalty: 4535.205566
	Iteration 44Q: 3 clusters Score -1347345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1347355.125000 Penalty: 4535.205566
	Iteration 45Q: 3 clusters Score -1347355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1347359.500000 Penalty: 4535.205566
	Iteration 46Q: 3 clusters Score -1347360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1347365.750000 Penalty: 4535.205566
	Iteration 47Q: 3 clusters Score -1347366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1347370.500000 Penalty: 4535.205566
	Iteration 48Q: 3 clusters Score -1347370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1347371.125000 Penalty: 4535.205566
	Iteration 49Q: 3 clusters Score -1347371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1347375.625000 Penalty: 4535.205566
	Iteration 50Q: 3 clusters Score -1347376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1347376.625000 Penalty: 4535.205566
	Iteration 51Q: 3 clusters Score -1347377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1347380.125000 Penalty: 4535.205566
	Iteration 52Q: 3 clusters Score -1347380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1347380.000000 Penalty: 4535.205566
	Iteration 53Q: 3 clusters Score -1347380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1347380.625000 Penalty: 4535.205566
	Iteration 54Q: 3 clusters Score -1347381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1347379.125000 Penalty: 4535.205566
	Iteration 55Q: 3 clusters Score -1347379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1347380.375000 Penalty: 4535.205566
	Iteration 56Q: 3 clusters Score -1347380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1347380.375000 Penalty: 4535.205566
	Iteration 57F: 3 clusters Score -1347380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -324271.687500 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -324271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -321502.531250 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -321502.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -322024.843750 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -322024.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322204.250000 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -322204.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -322288.000000 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -322288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -322338.843750 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -322338.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322371.031250 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -322371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -322400.093750 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -322400.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -322432.000000 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -322432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -322457.906250 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -322457.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -322474.250000 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -322474.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -322483.750000 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -322483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -322493.593750 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -322493.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -322502.531250 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -322502.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -322512.187500 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -322512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -322526.718750 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -322526.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -322550.937500 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -322550.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -322579.125000 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -322579.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -322610.125000 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -322610.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -322645.718750 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -322645.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322683.000000 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -322683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -322718.625000 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -322718.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -322748.531250 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -322748.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322778.437500 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -322778.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -322829.062500 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -322829.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -322870.437500 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -322870.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -322909.343750 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -322909.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -322950.750000 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -322950.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -323010.656250 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -323010.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -323087.250000 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -323087.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -323152.343750 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -323152.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -323201.031250 Penalty: 3810.739990
	Iteration 30Q: 3 clusters Score -323201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -323239.468750 Penalty: 3810.739990
	Iteration 31Q: 3 clusters Score -323239.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -323272.218750 Penalty: 3810.739990
	Iteration 32Q: 3 clusters Score -323272.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -323296.875000 Penalty: 3810.739990
	Iteration 33Q: 3 clusters Score -323296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -323322.312500 Penalty: 3810.739990
	Iteration 34Q: 3 clusters Score -323322.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -323341.031250 Penalty: 3810.739990
	Iteration 35Q: 3 clusters Score -323341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323349.750000 Penalty: 3810.739990
	Iteration 36Q: 3 clusters Score -323349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -323352.281250 Penalty: 3810.739990
	Iteration 37Q: 3 clusters Score -323352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323353.875000 Penalty: 3810.739990
	Iteration 38Q: 3 clusters Score -323353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -323354.000000 Penalty: 3810.739990
	Iteration 39Q: 3 clusters Score -323354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -323354.625000 Penalty: 3810.739990
	Iteration 40F: 3 clusters Score -323354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323355.562500 Penalty: 3810.739990
	Iteration 41Q: 3 clusters Score -323355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -323356.000000 Penalty: 3810.739990
	Iteration 42Q: 3 clusters Score -323356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -323358.718750 Penalty: 3810.739990
	Iteration 43Q: 3 clusters Score -323358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -323362.093750 Penalty: 3810.739990
	Iteration 44Q: 3 clusters Score -323362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -323362.437500 Penalty: 3810.739990
	Iteration 45Q: 3 clusters Score -323362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -323362.437500 Penalty: 3810.739990
	Iteration 46F: 3 clusters Score -323362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Entering Unmasked Estep 
Score: -1742640.875000 Penalty: 2320.115967
	Iteration 0F: 2 clusters Score -1742641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1734134.750000 Penalty: 4640.231934
	Iteration 0F: 3 clusters Score -1734135 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1736613.375000 Penalty: 4640.231934
	Iteration 1F: 3 clusters Score -1736613 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1736881.125000 Penalty: 4640.231934
	Iteration 2F: 3 clusters Score -1736881 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1737057.750000 Penalty: 4640.231934
	Iteration 3Q: 3 clusters Score -1737058 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1737202.125000 Penalty: 4640.231934
	Iteration 4Q: 3 clusters Score -1737202 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1737332.500000 Penalty: 4640.231934
	Iteration 5Q: 3 clusters Score -1737332 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1737479.250000 Penalty: 4640.231934
	Iteration 6Q: 3 clusters Score -1737479 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1737667.250000 Penalty: 4640.231934
	Iteration 7Q: 3 clusters Score -1737667 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1737918.500000 Penalty: 4640.231934
	Iteration 8Q: 3 clusters Score -1737918 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1738194.625000 Penalty: 4640.231934
	Iteration 9Q: 3 clusters Score -1738195 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1738537.625000 Penalty: 4640.231934
	Iteration 10Q: 3 clusters Score -1738538 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1738964.375000 Penalty: 4640.231934
	Iteration 11Q: 3 clusters Score -1738964 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1739373.000000 Penalty: 4640.231934
	Iteration 12Q: 3 clusters Score -1739373 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1739724.500000 Penalty: 4640.231934
	Iteration 13Q: 3 clusters Score -1739724 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1739989.750000 Penalty: 4640.231934
	Iteration 14Q: 3 clusters Score -1739990 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1740190.250000 Penalty: 4640.231934
	Iteration 15Q: 3 clusters Score -1740190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1740352.250000 Penalty: 4640.231934
	Iteration 16Q: 3 clusters Score -1740352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1740436.625000 Penalty: 4640.231934
	Iteration 17Q: 3 clusters Score -1740437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1740486.250000 Penalty: 4640.231934
	Iteration 18Q: 3 clusters Score -1740486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1740519.375000 Penalty: 4640.231934
	Iteration 19Q: 3 clusters Score -1740519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1740538.000000 Penalty: 4640.231934
	Iteration 20F: 3 clusters Score -1740538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1740548.375000 Penalty: 4640.231934
	Iteration 21Q: 3 clusters Score -1740548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1740565.500000 Penalty: 4640.231934
	Iteration 22Q: 3 clusters Score -1740566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1740578.125000 Penalty: 4640.231934
	Iteration 23Q: 3 clusters Score -1740578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1740587.000000 Penalty: 4640.231934
	Iteration 24Q: 3 clusters Score -1740587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1740593.250000 Penalty: 4640.231934
	Iteration 25Q: 3 clusters Score -1740593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1740595.500000 Penalty: 4640.231934
	Iteration 26Q: 3 clusters Score -1740596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1740602.000000 Penalty: 4640.231934
	Iteration 27Q: 3 clusters Score -1740602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1740600.875000 Penalty: 4640.231934
	Iteration 28Q: 3 clusters Score -1740601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1740604.250000 Penalty: 4640.231934
	Iteration 29Q: 3 clusters Score -1740604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1740604.500000 Penalty: 4640.231934
	Iteration 30Q: 3 clusters Score -1740604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1740604.500000 Penalty: 4640.231934
	Iteration 31F: 3 clusters Score -1740604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Entering Unmasked Estep 
Score: -1461881.875000 Penalty: 2274.994629
	Iteration 0F: 2 clusters Score -1461882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1454447.625000 Penalty: 4549.989258
	Iteration 0F: 3 clusters Score -1454448 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1456884.000000 Penalty: 4549.989258
	Iteration 1F: 3 clusters Score -1456884 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1457439.375000 Penalty: 4549.989258
	Iteration 2F: 3 clusters Score -1457439 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1457945.875000 Penalty: 4549.989258
	Iteration 3F: 3 clusters Score -1457946 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1458450.625000 Penalty: 4549.989258
	Iteration 4F: 3 clusters Score -1458451 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1458941.875000 Penalty: 4549.989258
	Iteration 5F: 3 clusters Score -1458942 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1459420.125000 Penalty: 4549.989258
	Iteration 6F: 3 clusters Score -1459420 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1459767.250000 Penalty: 4549.989258
	Iteration 7Q: 3 clusters Score -1459767 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1459992.875000 Penalty: 4549.989258
	Iteration 8Q: 3 clusters Score -1459993 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1460130.875000 Penalty: 4549.989258
	Iteration 9Q: 3 clusters Score -1460131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1460226.250000 Penalty: 4549.989258
	Iteration 10Q: 3 clusters Score -1460226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1460285.750000 Penalty: 4549.989258
	Iteration 11Q: 3 clusters Score -1460286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1460329.625000 Penalty: 4549.989258
	Iteration 12Q: 3 clusters Score -1460330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1460360.625000 Penalty: 4549.989258
	Iteration 13Q: 3 clusters Score -1460361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1460373.750000 Penalty: 4549.989258
	Iteration 14Q: 3 clusters Score -1460374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1460389.250000 Penalty: 4549.989258
	Iteration 15Q: 3 clusters Score -1460389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1460407.375000 Penalty: 4549.989258
	Iteration 16Q: 3 clusters Score -1460407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1460420.250000 Penalty: 4549.989258
	Iteration 17Q: 3 clusters Score -1460420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1460434.125000 Penalty: 4549.989258
	Iteration 18Q: 3 clusters Score -1460434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1460440.250000 Penalty: 4549.989258
	Iteration 19Q: 3 clusters Score -1460440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1460442.375000 Penalty: 4549.989258
	Iteration 20F: 3 clusters Score -1460442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1460447.000000 Penalty: 4549.989258
	Iteration 21Q: 3 clusters Score -1460447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1460449.125000 Penalty: 4549.989258
	Iteration 22Q: 3 clusters Score -1460449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1460452.375000 Penalty: 4549.989258
	Iteration 23Q: 3 clusters Score -1460452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1460455.875000 Penalty: 4549.989258
	Iteration 24Q: 3 clusters Score -1460456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1460455.625000 Penalty: 4549.989258
	Iteration 25Q: 3 clusters Score -1460456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1460457.500000 Penalty: 4549.989258
	Iteration 26Q: 3 clusters Score -1460458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1460461.375000 Penalty: 4549.989258
	Iteration 27Q: 3 clusters Score -1460461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1460464.625000 Penalty: 4549.989258
	Iteration 28Q: 3 clusters Score -1460465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1460464.625000 Penalty: 4549.989258
	Iteration 29F: 3 clusters Score -1460465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -28483.511719 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -28483.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27399.080078 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -27399.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27818.779297 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -27818.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27959.675781 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -27959.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28034.142578 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -28034.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28076.951172 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -28076.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28093.976562 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -28093.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28093.976562 Penalty: 2902.692383
	Iteration 6F: 3 clusters Score -28093.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (181801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Entering Unmasked Estep 
Score: -27754514.000000 Penalty: 3003.445801
	Iteration 0F: 2 clusters Score -2.775451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -27638926.000000 Penalty: 6006.891602
	Iteration 0F: 3 clusters Score -2.763893e+07 nChanged 87529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -27689954.000000 Penalty: 6006.891602
	Iteration 1F: 3 clusters Score -2.768995e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -27691734.000000 Penalty: 6006.891602
	Iteration 2Q: 3 clusters Score -2.769173e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -27693970.000000 Penalty: 6006.891602
	Iteration 3Q: 3 clusters Score -2.769397e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -27697632.000000 Penalty: 6006.891602
	Iteration 4Q: 3 clusters Score -2.769763e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107396 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -27702740.000000 Penalty: 6006.891602
	Iteration 5F: 3 clusters Score -2.770274e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -27710948.000000 Penalty: 6006.891602
	Iteration 6F: 3 clusters Score -2.771095e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -27721750.000000 Penalty: 6006.891602
	Iteration 7F: 3 clusters Score -2.772175e+07 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -27733598.000000 Penalty: 6006.891602
	Iteration 8F: 3 clusters Score -2.77336e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144527 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -27742168.000000 Penalty: 6006.891602
	Iteration 9F: 3 clusters Score -2.774217e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -27747510.000000 Penalty: 6006.891602
	Iteration 10Q: 3 clusters Score -2.774751e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -27750288.000000 Penalty: 6006.891602
	Iteration 11Q: 3 clusters Score -2.775029e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -27752082.000000 Penalty: 6006.891602
	Iteration 12Q: 3 clusters Score -2.775208e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161114 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -27753196.000000 Penalty: 6006.891602
	Iteration 13Q: 3 clusters Score -2.77532e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -27753904.000000 Penalty: 6006.891602
	Iteration 14Q: 3 clusters Score -2.77539e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -27754426.000000 Penalty: 6006.891602
	Iteration 15Q: 3 clusters Score -2.775443e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166936 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -27754706.000000 Penalty: 6006.891602
	Iteration 16Q: 3 clusters Score -2.775471e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -27754886.000000 Penalty: 6006.891602
	Iteration 17Q: 3 clusters Score -2.775489e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -27754928.000000 Penalty: 6006.891602
	Iteration 18Q: 3 clusters Score -2.775493e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -27754866.000000 Penalty: 6006.891602
	Iteration 19Q: 3 clusters Score -2.775487e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -27754972.000000 Penalty: 6006.891602
	Iteration 20F: 3 clusters Score -2.775497e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -27754986.000000 Penalty: 6006.891602
	Iteration 21Q: 3 clusters Score -2.775499e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172611 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -27754960.000000 Penalty: 6006.891602
	Iteration 22Q: 3 clusters Score -2.775496e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173132 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -27754922.000000 Penalty: 6006.891602
	Iteration 23Q: 3 clusters Score -2.775492e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173569 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -27754930.000000 Penalty: 6006.891602
	Iteration 24Q: 3 clusters Score -2.775493e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173948 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -27754918.000000 Penalty: 6006.891602
	Iteration 25Q: 3 clusters Score -2.775492e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -27754860.000000 Penalty: 6006.891602
	Iteration 26Q: 3 clusters Score -2.775486e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174557 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -27754894.000000 Penalty: 6006.891602
	Iteration 27Q: 3 clusters Score -2.775489e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -27754862.000000 Penalty: 6006.891602
	Iteration 28Q: 3 clusters Score -2.775486e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -27754720.000000 Penalty: 6006.891602
	Iteration 29Q: 3 clusters Score -2.775472e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175208 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -27754698.000000 Penalty: 6006.891602
	Iteration 30Q: 3 clusters Score -2.77547e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -27754692.000000 Penalty: 6006.891602
	Iteration 31Q: 3 clusters Score -2.775469e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -27754704.000000 Penalty: 6006.891602
	Iteration 32Q: 3 clusters Score -2.77547e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -27754682.000000 Penalty: 6006.891602
	Iteration 33Q: 3 clusters Score -2.775468e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -27754654.000000 Penalty: 6006.891602
	Iteration 34Q: 3 clusters Score -2.775465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -27754646.000000 Penalty: 6006.891602
	Iteration 35Q: 3 clusters Score -2.775465e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -27754672.000000 Penalty: 6006.891602
	Iteration 36Q: 3 clusters Score -2.775467e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -27754644.000000 Penalty: 6006.891602
	Iteration 37Q: 3 clusters Score -2.775464e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175942 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -27754664.000000 Penalty: 6006.891602
	Iteration 38Q: 3 clusters Score -2.775466e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -27754636.000000 Penalty: 6006.891602
	Iteration 39Q: 3 clusters Score -2.775464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176048 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -27754628.000000 Penalty: 6006.891602
	Iteration 40F: 3 clusters Score -2.775463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176096 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -27754668.000000 Penalty: 6006.891602
	Iteration 41Q: 3 clusters Score -2.775467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176135 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -27754662.000000 Penalty: 6006.891602
	Iteration 42Q: 3 clusters Score -2.775466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -27754668.000000 Penalty: 6006.891602
	Iteration 43Q: 3 clusters Score -2.775467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -27754638.000000 Penalty: 6006.891602
	Iteration 44Q: 3 clusters Score -2.775464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176239 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -27754646.000000 Penalty: 6006.891602
	Iteration 45Q: 3 clusters Score -2.775465e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -27754636.000000 Penalty: 6006.891602
	Iteration 46Q: 3 clusters Score -2.775464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176305 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -27754632.000000 Penalty: 6006.891602
	Iteration 47Q: 3 clusters Score -2.775463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -27754588.000000 Penalty: 6006.891602
	Iteration 48Q: 3 clusters Score -2.775459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176353 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -27754584.000000 Penalty: 6006.891602
	Iteration 49Q: 3 clusters Score -2.775458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176370 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -27754598.000000 Penalty: 6006.891602
	Iteration 50Q: 3 clusters Score -2.77546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176392 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -27754606.000000 Penalty: 6006.891602
	Iteration 51Q: 3 clusters Score -2.775461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -27754582.000000 Penalty: 6006.891602
	Iteration 52Q: 3 clusters Score -2.775458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -27754588.000000 Penalty: 6006.891602
	Iteration 53Q: 3 clusters Score -2.775459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -27754606.000000 Penalty: 6006.891602
	Iteration 54Q: 3 clusters Score -2.775461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176449 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -27754582.000000 Penalty: 6006.891602
	Iteration 55Q: 3 clusters Score -2.775458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -27754588.000000 Penalty: 6006.891602
	Iteration 56Q: 3 clusters Score -2.775459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176460 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -27754592.000000 Penalty: 6006.891602
	Iteration 57Q: 3 clusters Score -2.775459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -27754594.000000 Penalty: 6006.891602
	Iteration 58Q: 3 clusters Score -2.775459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -27754592.000000 Penalty: 6006.891602
	Iteration 59Q: 3 clusters Score -2.775459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -27754586.000000 Penalty: 6006.891602
	Iteration 60F: 3 clusters Score -2.775459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -27754586.000000 Penalty: 6006.891602
	Iteration 61Q: 3 clusters Score -2.775459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176471 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -27754590.000000 Penalty: 6006.891602
	Iteration 62Q: 3 clusters Score -2.775459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176472 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -27754590.000000 Penalty: 6006.891602
	Iteration 63Q: 3 clusters Score -2.775459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176474 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -27754594.000000 Penalty: 6006.891602
	Iteration 64Q: 3 clusters Score -2.775459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176475 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -27754598.000000 Penalty: 6006.891602
	Iteration 65Q: 3 clusters Score -2.77546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176475 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -27754598.000000 Penalty: 6006.891602
	Iteration 66F: 3 clusters Score -2.77546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28815 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11560 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 176475 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75075 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43773 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 5326 members 
Entering Unmasked Estep 
Score: -70332384.000000 Penalty: 142536.968750
Splitting cluster 20 changes total score from -70332280.000000 to -70332384.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 21 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -87524.554688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -87524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85933.398438 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -85933.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86135.632812 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -86135.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86193.203125 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -86193.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86229.234375 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -86229.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86269.953125 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -86269.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86286.304688 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -86286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86294.437500 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -86294.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86295.390625 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -86295.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86304.218750 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -86304.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86306.671875 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -86306.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86311.625000 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -86311.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86314.226562 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -86314.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86324.656250 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -86324.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86326.914062 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -86326.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86326.914062 Penalty: 3212.578369
	Iteration 14F: 3 clusters Score -86326.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -45462.468750 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -45462.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44103.277344 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -44103.28 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44312.117188 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -44312.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44449.402344 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -44449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44593.039062 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -44593.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44889.593750 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -44889.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44966.074219 Penalty: 2926.349121
	Iteration 5F: 3 clusters Score -44966.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45088.683594 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -45088.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45248.917969 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -45248.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45271.699219 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -45271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45303.703125 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -45303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45307.570312 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -45307.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45307.570312 Penalty: 2926.349121
	Iteration 11F: 3 clusters Score -45307.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -95352.359375 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -95352.36 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 369 members 
Entering Unmasked Estep 
Score: -93716.875000 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -93716.88 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94174.515625 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -94174.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94397.015625 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -94397.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94515.648438 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -94515.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94584.054688 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -94584.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94635.078125 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -94635.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94680.445312 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -94680.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94716.804688 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -94716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94763.492188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -94763.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94799.523438 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -94799.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94804.828125 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -94804.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94806.171875 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -94806.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94808.179688 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -94808.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94813.125000 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -94813.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94818.968750 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -94818.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94818.968750 Penalty: 3275.556152
	Iteration 15F: 3 clusters Score -94818.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -90105.375000 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -90105.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88437.742188 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -88437.74 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88718.937500 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -88718.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88804.859375 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -88804.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88845.718750 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -88845.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88862.304688 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -88862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -88883.773438 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -88883.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88898.617188 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -88898.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88920.906250 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -88920.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88947.828125 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -88947.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88971.109375 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -88971.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88999.851562 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -88999.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89046.585938 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -89046.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89086.710938 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -89086.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89144.117188 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -89144.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89181.437500 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -89181.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89212.710938 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -89212.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89232.640625 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -89232.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89252.671875 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -89252.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89262.632812 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -89262.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89267.828125 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -89267.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89278.078125 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -89278.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89307.359375 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -89307.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89316.218750 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -89316.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89320.218750 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -89320.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89321.125000 Penalty: 3237.867188
	Iteration 24Q: 3 clusters Score -89321.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89322.343750 Penalty: 3237.867188
	Iteration 25Q: 3 clusters Score -89322.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89322.343750 Penalty: 3237.867188
	Iteration 26F: 3 clusters Score -89322.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -29958.365234 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -29958.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28945.550781 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -28945.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29185.726562 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29185.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29269.712891 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -29269.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29304.572266 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29304.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29357.097656 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -29357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29417.044922 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -29417.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29440.695312 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -29440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29532.886719 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -29532.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29629.296875 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -29629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29629.296875 Penalty: 2765.670898
	Iteration 9F: 3 clusters Score -29629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -81724.093750 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -81724.09 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 306 members 
Entering Unmasked Estep 
Score: -80276.234375 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -80276.23 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80640.390625 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -80640.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80867.109375 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -80867.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81010.492188 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -81010.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81145.820312 Penalty: 3195.500000
	Iteration 4F: 3 clusters Score -81145.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81265.140625 Penalty: 3195.500000
	Iteration 5F: 3 clusters Score -81265.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81313.320312 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -81313.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -81336.023438 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -81336.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81366.484375 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -81366.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -81390.757812 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -81390.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81392.578125 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -81392.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81392.578125 Penalty: 3195.500000
	Iteration 11F: 3 clusters Score -81392.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -310775.125000 Penalty: 1894.034058
	Iteration 0F: 2 clusters Score -310775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -308131.125000 Penalty: 3788.068115
	Iteration 0F: 3 clusters Score -308131.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -308641.656250 Penalty: 3788.068115
	Iteration 1F: 3 clusters Score -308641.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -308773.000000 Penalty: 3788.068115
	Iteration 2F: 3 clusters Score -308773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -308840.437500 Penalty: 3788.068115
	Iteration 3Q: 3 clusters Score -308840.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -308897.968750 Penalty: 3788.068115
	Iteration 4Q: 3 clusters Score -308898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -308932.343750 Penalty: 3788.068115
	Iteration 5Q: 3 clusters Score -308932.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -308956.312500 Penalty: 3788.068115
	Iteration 6Q: 3 clusters Score -308956.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -308975.000000 Penalty: 3788.068115
	Iteration 7Q: 3 clusters Score -308975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -308987.343750 Penalty: 3788.068115
	Iteration 8Q: 3 clusters Score -308987.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -309001.968750 Penalty: 3788.068115
	Iteration 9Q: 3 clusters Score -309002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -309021.093750 Penalty: 3788.068115
	Iteration 10Q: 3 clusters Score -309021.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -309037.750000 Penalty: 3788.068115
	Iteration 11Q: 3 clusters Score -309037.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -309060.906250 Penalty: 3788.068115
	Iteration 12Q: 3 clusters Score -309060.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -309088.250000 Penalty: 3788.068115
	Iteration 13Q: 3 clusters Score -309088.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -309112.687500 Penalty: 3788.068115
	Iteration 14Q: 3 clusters Score -309112.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -309139.781250 Penalty: 3788.068115
	Iteration 15Q: 3 clusters Score -309139.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -309174.656250 Penalty: 3788.068115
	Iteration 16Q: 3 clusters Score -309174.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309199.312500 Penalty: 3788.068115
	Iteration 17Q: 3 clusters Score -309199.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -309232.187500 Penalty: 3788.068115
	Iteration 18Q: 3 clusters Score -309232.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -309256.812500 Penalty: 3788.068115
	Iteration 19Q: 3 clusters Score -309256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -309271.062500 Penalty: 3788.068115
	Iteration 20F: 3 clusters Score -309271.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -309280.343750 Penalty: 3788.068115
	Iteration 21Q: 3 clusters Score -309280.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -309294.218750 Penalty: 3788.068115
	Iteration 22Q: 3 clusters Score -309294.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -309312.437500 Penalty: 3788.068115
	Iteration 23Q: 3 clusters Score -309312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -309328.062500 Penalty: 3788.068115
	Iteration 24Q: 3 clusters Score -309328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -309340.937500 Penalty: 3788.068115
	Iteration 25Q: 3 clusters Score -309340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -309351.281250 Penalty: 3788.068115
	Iteration 26Q: 3 clusters Score -309351.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -309359.843750 Penalty: 3788.068115
	Iteration 27Q: 3 clusters Score -309359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -309370.718750 Penalty: 3788.068115
	Iteration 28Q: 3 clusters Score -309370.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309378.343750 Penalty: 3788.068115
	Iteration 29Q: 3 clusters Score -309378.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -309388.250000 Penalty: 3788.068115
	Iteration 30Q: 3 clusters Score -309388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309400.406250 Penalty: 3788.068115
	Iteration 31Q: 3 clusters Score -309400.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309414.656250 Penalty: 3788.068115
	Iteration 32Q: 3 clusters Score -309414.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -309428.718750 Penalty: 3788.068115
	Iteration 33Q: 3 clusters Score -309428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -309442.500000 Penalty: 3788.068115
	Iteration 34Q: 3 clusters Score -309442.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309455.656250 Penalty: 3788.068115
	Iteration 35Q: 3 clusters Score -309455.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -309467.812500 Penalty: 3788.068115
	Iteration 36Q: 3 clusters Score -309467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -309477.093750 Penalty: 3788.068115
	Iteration 37Q: 3 clusters Score -309477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -309479.906250 Penalty: 3788.068115
	Iteration 38Q: 3 clusters Score -309479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -309481.500000 Penalty: 3788.068115
	Iteration 39Q: 3 clusters Score -309481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -309482.718750 Penalty: 3788.068115
	Iteration 40F: 3 clusters Score -309482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -309482.718750 Penalty: 3788.068115
	Iteration 41Q: 3 clusters Score -309482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309484.562500 Penalty: 3788.068115
	Iteration 42Q: 3 clusters Score -309484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309485.937500 Penalty: 3788.068115
	Iteration 43Q: 3 clusters Score -309485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -309487.718750 Penalty: 3788.068115
	Iteration 44Q: 3 clusters Score -309487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -309490.843750 Penalty: 3788.068115
	Iteration 45Q: 3 clusters Score -309490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -309490.875000 Penalty: 3788.068115
	Iteration 46Q: 3 clusters Score -309490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -309490.875000 Penalty: 3788.068115
	Iteration 47F: 3 clusters Score -309490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 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 77 members 
Entering Unmasked Estep 
Score: -18475.847656 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18475.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18508.070312 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -18508.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18513.740234 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -18513.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18513.740234 Penalty: 2478.617432
	Iteration 3F: 3 clusters Score -18513.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -292515.718750 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -292515.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -289917.687500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -289917.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -290480.218750 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -290480.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290635.531250 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -290635.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -290743.218750 Penalty: 3773.507568
	Iteration 3F: 3 clusters Score -290743.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -290800.968750 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -290801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290860.281250 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -290860.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -290907.656250 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -290907.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -290947.281250 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -290947.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290997.656250 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -290997.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -291062.218750 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -291062.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -291168.093750 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -291168.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291279.750000 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -291279.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -291410.906250 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -291410.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -291515.937500 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -291515.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -291582.125000 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -291582.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -291641.187500 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -291641.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -291682.218750 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -291682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -291731.781250 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -291731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -291756.750000 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -291756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -291771.937500 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -291771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -291777.093750 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -291777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -291779.031250 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -291779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -291779.718750 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -291779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -291783.750000 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -291783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -291791.062500 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -291791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -291793.500000 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -291793.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -291793.500000 Penalty: 3773.507568
	Iteration 26F: 3 clusters Score -291793.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -154443.796875 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -154443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152440.578125 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -152440.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152863.312500 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -152863.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -153021.843750 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -153021.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153124.265625 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -153124.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -153195.109375 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -153195.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -153233.609375 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -153233.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -153276.953125 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -153277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153327.765625 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -153327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -153386.703125 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -153386.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153453.453125 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -153453.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -153482.828125 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -153482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -153502.000000 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -153502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -153518.593750 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -153518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153524.750000 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -153524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153526.484375 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -153526.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -153528.515625 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -153528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -153528.968750 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -153529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -153528.968750 Penalty: 3504.967529
	Iteration 17F: 3 clusters Score -153529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Entering Unmasked Estep 
Score: -5672205.500000 Penalty: 2610.407471
	Iteration 0F: 2 clusters Score -5672206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -5646828.500000 Penalty: 5220.814941
	Iteration 0F: 3 clusters Score -5646828 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -5656258.500000 Penalty: 5220.814941
	Iteration 1F: 3 clusters Score -5656258 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5657042.000000 Penalty: 5220.814941
	Iteration 2Q: 3 clusters Score -5657042 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -5658013.500000 Penalty: 5220.814941
	Iteration 3F: 3 clusters Score -5658014 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5659091.500000 Penalty: 5220.814941
	Iteration 4F: 3 clusters Score -5659092 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -5660223.000000 Penalty: 5220.814941
	Iteration 5F: 3 clusters Score -5660223 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -5661292.000000 Penalty: 5220.814941
	Iteration 6F: 3 clusters Score -5661292 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -5662352.000000 Penalty: 5220.814941
	Iteration 7F: 3 clusters Score -5662352 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -5663448.500000 Penalty: 5220.814941
	Iteration 8Q: 3 clusters Score -5663448 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5664572.000000 Penalty: 5220.814941
	Iteration 9Q: 3 clusters Score -5664572 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -5665857.500000 Penalty: 5220.814941
	Iteration 10Q: 3 clusters Score -5665858 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5666899.500000 Penalty: 5220.814941
	Iteration 11Q: 3 clusters Score -5666900 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5667416.500000 Penalty: 5220.814941
	Iteration 12Q: 3 clusters Score -5667416 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5667637.500000 Penalty: 5220.814941
	Iteration 13Q: 3 clusters Score -5667638 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -5667828.000000 Penalty: 5220.814941
	Iteration 14Q: 3 clusters Score -5667828 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5667958.000000 Penalty: 5220.814941
	Iteration 15Q: 3 clusters Score -5667958 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5668108.500000 Penalty: 5220.814941
	Iteration 16Q: 3 clusters Score -5668108 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -5668216.000000 Penalty: 5220.814941
	Iteration 17Q: 3 clusters Score -5668216 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5668331.000000 Penalty: 5220.814941
	Iteration 18Q: 3 clusters Score -5668331 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -5668436.500000 Penalty: 5220.814941
	Iteration 19Q: 3 clusters Score -5668436 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5668567.000000 Penalty: 5220.814941
	Iteration 20F: 3 clusters Score -5668567 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5668692.000000 Penalty: 5220.814941
	Iteration 21Q: 3 clusters Score -5668692 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -5668824.000000 Penalty: 5220.814941
	Iteration 22Q: 3 clusters Score -5668824 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5668950.500000 Penalty: 5220.814941
	Iteration 23Q: 3 clusters Score -5668950 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -5669033.000000 Penalty: 5220.814941
	Iteration 24Q: 3 clusters Score -5669033 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -5669134.500000 Penalty: 5220.814941
	Iteration 25Q: 3 clusters Score -5669134 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -5669207.500000 Penalty: 5220.814941
	Iteration 26Q: 3 clusters Score -5669208 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -5669302.500000 Penalty: 5220.814941
	Iteration 27Q: 3 clusters Score -5669302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -5669424.000000 Penalty: 5220.814941
	Iteration 28Q: 3 clusters Score -5669424 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5669501.000000 Penalty: 5220.814941
	Iteration 29Q: 3 clusters Score -5669501 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5669573.000000 Penalty: 5220.814941
	Iteration 30Q: 3 clusters Score -5669573 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5669624.500000 Penalty: 5220.814941
	Iteration 31Q: 3 clusters Score -5669624 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -5669668.000000 Penalty: 5220.814941
	Iteration 32Q: 3 clusters Score -5669668 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -5669741.000000 Penalty: 5220.814941
	Iteration 33Q: 3 clusters Score -5669741 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5669793.500000 Penalty: 5220.814941
	Iteration 34Q: 3 clusters Score -5669794 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5669822.500000 Penalty: 5220.814941
	Iteration 35Q: 3 clusters Score -5669822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5669870.500000 Penalty: 5220.814941
	Iteration 36Q: 3 clusters Score -5669870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5669913.000000 Penalty: 5220.814941
	Iteration 37Q: 3 clusters Score -5669913 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5669963.000000 Penalty: 5220.814941
	Iteration 38Q: 3 clusters Score -5669963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5669991.000000 Penalty: 5220.814941
	Iteration 39Q: 3 clusters Score -5669991 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5670013.500000 Penalty: 5220.814941
	Iteration 40F: 3 clusters Score -5670014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5670025.000000 Penalty: 5220.814941
	Iteration 41Q: 3 clusters Score -5670025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5670041.500000 Penalty: 5220.814941
	Iteration 42Q: 3 clusters Score -5670042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5670066.500000 Penalty: 5220.814941
	Iteration 43Q: 3 clusters Score -5670066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5670084.000000 Penalty: 5220.814941
	Iteration 44Q: 3 clusters Score -5670084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5670101.500000 Penalty: 5220.814941
	Iteration 45Q: 3 clusters Score -5670102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5670127.000000 Penalty: 5220.814941
	Iteration 46Q: 3 clusters Score -5670127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5670153.000000 Penalty: 5220.814941
	Iteration 47Q: 3 clusters Score -5670153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5670181.500000 Penalty: 5220.814941
	Iteration 48Q: 3 clusters Score -5670182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5670193.500000 Penalty: 5220.814941
	Iteration 49Q: 3 clusters Score -5670194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5670240.500000 Penalty: 5220.814941
	Iteration 50Q: 3 clusters Score -5670240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5670256.000000 Penalty: 5220.814941
	Iteration 51Q: 3 clusters Score -5670256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5670269.500000 Penalty: 5220.814941
	Iteration 52Q: 3 clusters Score -5670270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5670279.000000 Penalty: 5220.814941
	Iteration 53Q: 3 clusters Score -5670279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5670285.000000 Penalty: 5220.814941
	Iteration 54Q: 3 clusters Score -5670285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5670289.500000 Penalty: 5220.814941
	Iteration 55Q: 3 clusters Score -5670290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5670304.000000 Penalty: 5220.814941
	Iteration 56Q: 3 clusters Score -5670304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5670309.000000 Penalty: 5220.814941
	Iteration 57Q: 3 clusters Score -5670309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5670318.000000 Penalty: 5220.814941
	Iteration 58Q: 3 clusters Score -5670318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5670335.000000 Penalty: 5220.814941
	Iteration 59Q: 3 clusters Score -5670335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5670356.500000 Penalty: 5220.814941
	Iteration 60F: 3 clusters Score -5670356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5670366.500000 Penalty: 5220.814941
	Iteration 61Q: 3 clusters Score -5670366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5670368.000000 Penalty: 5220.814941
	Iteration 62Q: 3 clusters Score -5670368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5670368.500000 Penalty: 5220.814941
	Iteration 63Q: 3 clusters Score -5670368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5670375.000000 Penalty: 5220.814941
	Iteration 64Q: 3 clusters Score -5670375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5670370.000000 Penalty: 5220.814941
	Iteration 65Q: 3 clusters Score -5670370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5670377.000000 Penalty: 5220.814941
	Iteration 66Q: 3 clusters Score -5670377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5670380.500000 Penalty: 5220.814941
	Iteration 67Q: 3 clusters Score -5670380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5670389.500000 Penalty: 5220.814941
	Iteration 68Q: 3 clusters Score -5670390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5670393.500000 Penalty: 5220.814941
	Iteration 69Q: 3 clusters Score -5670394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5670396.000000 Penalty: 5220.814941
	Iteration 70Q: 3 clusters Score -5670396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5670393.500000 Penalty: 5220.814941
	Iteration 71Q: 3 clusters Score -5670394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5670396.500000 Penalty: 5220.814941
	Iteration 72Q: 3 clusters Score -5670396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5670398.500000 Penalty: 5220.814941
	Iteration 73Q: 3 clusters Score -5670398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5670397.500000 Penalty: 5220.814941
	Iteration 74Q: 3 clusters Score -5670398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5670401.500000 Penalty: 5220.814941
	Iteration 75Q: 3 clusters Score -5670402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5670400.500000 Penalty: 5220.814941
	Iteration 76Q: 3 clusters Score -5670400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5670402.500000 Penalty: 5220.814941
	Iteration 77Q: 3 clusters Score -5670402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5670404.500000 Penalty: 5220.814941
	Iteration 78Q: 3 clusters Score -5670404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5670405.000000 Penalty: 5220.814941
	Iteration 79Q: 3 clusters Score -5670405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5670410.000000 Penalty: 5220.814941
	Iteration 80F: 3 clusters Score -5670410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -15944.556641 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -15944.56 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 77 members 
Entering Unmasked Estep 
Score: -15015.481445 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -15015.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15079.380859 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -15079.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15089.982422 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -15089.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15089.982422 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -15089.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (75075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Entering Unmasked Estep 
Score: -11568103.000000 Penalty: 2784.108154
	Iteration 0F: 2 clusters Score -1.15681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -11517873.000000 Penalty: 5568.216309
	Iteration 0F: 3 clusters Score -1.151787e+07 nChanged 35214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -11538234.000000 Penalty: 5568.216309
	Iteration 1F: 3 clusters Score -1.153823e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -11539232.000000 Penalty: 5568.216309
	Iteration 2Q: 3 clusters Score -1.153923e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -11540435.000000 Penalty: 5568.216309
	Iteration 3Q: 3 clusters Score -1.154044e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -11541970.000000 Penalty: 5568.216309
	Iteration 4Q: 3 clusters Score -1.154197e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -11543870.000000 Penalty: 5568.216309
	Iteration 5Q: 3 clusters Score -1.154387e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -11546137.000000 Penalty: 5568.216309
	Iteration 6F: 3 clusters Score -1.154614e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -11548895.000000 Penalty: 5568.216309
	Iteration 7F: 3 clusters Score -1.15489e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -11551591.000000 Penalty: 5568.216309
	Iteration 8F: 3 clusters Score -1.155159e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -11553886.000000 Penalty: 5568.216309
	Iteration 9F: 3 clusters Score -1.155389e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -11555558.000000 Penalty: 5568.216309
	Iteration 10Q: 3 clusters Score -1.155556e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -11556550.000000 Penalty: 5568.216309
	Iteration 11Q: 3 clusters Score -1.155655e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -11557230.000000 Penalty: 5568.216309
	Iteration 12Q: 3 clusters Score -1.155723e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -11557602.000000 Penalty: 5568.216309
	Iteration 13Q: 3 clusters Score -1.15576e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -11557875.000000 Penalty: 5568.216309
	Iteration 14Q: 3 clusters Score -1.155788e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -11558083.000000 Penalty: 5568.216309
	Iteration 15Q: 3 clusters Score -1.155808e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -11558407.000000 Penalty: 5568.216309
	Iteration 16Q: 3 clusters Score -1.155841e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -11558692.000000 Penalty: 5568.216309
	Iteration 17Q: 3 clusters Score -1.155869e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -11558948.000000 Penalty: 5568.216309
	Iteration 18Q: 3 clusters Score -1.155895e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -11559266.000000 Penalty: 5568.216309
	Iteration 19Q: 3 clusters Score -1.155927e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -11559587.000000 Penalty: 5568.216309
	Iteration 20F: 3 clusters Score -1.155959e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -11559899.000000 Penalty: 5568.216309
	Iteration 21Q: 3 clusters Score -1.15599e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -11560230.000000 Penalty: 5568.216309
	Iteration 22Q: 3 clusters Score -1.156023e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -11560602.000000 Penalty: 5568.216309
	Iteration 23Q: 3 clusters Score -1.15606e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -11560973.000000 Penalty: 5568.216309
	Iteration 24Q: 3 clusters Score -1.156097e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -11561400.000000 Penalty: 5568.216309
	Iteration 25Q: 3 clusters Score -1.15614e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -11561869.000000 Penalty: 5568.216309
	Iteration 26Q: 3 clusters Score -1.156187e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -11562355.000000 Penalty: 5568.216309
	Iteration 27Q: 3 clusters Score -1.156236e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -11562856.000000 Penalty: 5568.216309
	Iteration 28Q: 3 clusters Score -1.156286e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -11563259.000000 Penalty: 5568.216309
	Iteration 29Q: 3 clusters Score -1.156326e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -11563680.000000 Penalty: 5568.216309
	Iteration 30Q: 3 clusters Score -1.156368e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -11564059.000000 Penalty: 5568.216309
	Iteration 31Q: 3 clusters Score -1.156406e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -11564363.000000 Penalty: 5568.216309
	Iteration 32Q: 3 clusters Score -1.156436e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -11564600.000000 Penalty: 5568.216309
	Iteration 33Q: 3 clusters Score -1.15646e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -11564867.000000 Penalty: 5568.216309
	Iteration 34Q: 3 clusters Score -1.156487e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11565050.000000 Penalty: 5568.216309
	Iteration 35Q: 3 clusters Score -1.156505e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11565206.000000 Penalty: 5568.216309
	Iteration 36Q: 3 clusters Score -1.156521e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11565310.000000 Penalty: 5568.216309
	Iteration 37Q: 3 clusters Score -1.156531e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11565372.000000 Penalty: 5568.216309
	Iteration 38Q: 3 clusters Score -1.156537e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11565457.000000 Penalty: 5568.216309
	Iteration 39Q: 3 clusters Score -1.156546e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11565500.000000 Penalty: 5568.216309
	Iteration 40F: 3 clusters Score -1.15655e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11565547.000000 Penalty: 5568.216309
	Iteration 41Q: 3 clusters Score -1.156555e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11565600.000000 Penalty: 5568.216309
	Iteration 42Q: 3 clusters Score -1.15656e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11565613.000000 Penalty: 5568.216309
	Iteration 43Q: 3 clusters Score -1.156561e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11565657.000000 Penalty: 5568.216309
	Iteration 44Q: 3 clusters Score -1.156566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11565689.000000 Penalty: 5568.216309
	Iteration 45Q: 3 clusters Score -1.156569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11565706.000000 Penalty: 5568.216309
	Iteration 46Q: 3 clusters Score -1.156571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11565706.000000 Penalty: 5568.216309
	Iteration 47Q: 3 clusters Score -1.156571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11565709.000000 Penalty: 5568.216309
	Iteration 48Q: 3 clusters Score -1.156571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11565718.000000 Penalty: 5568.216309
	Iteration 49Q: 3 clusters Score -1.156572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11565717.000000 Penalty: 5568.216309
	Iteration 50Q: 3 clusters Score -1.156572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11565725.000000 Penalty: 5568.216309
	Iteration 51Q: 3 clusters Score -1.156572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11565739.000000 Penalty: 5568.216309
	Iteration 52Q: 3 clusters Score -1.156574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11565741.000000 Penalty: 5568.216309
	Iteration 53Q: 3 clusters Score -1.156574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11565745.000000 Penalty: 5568.216309
	Iteration 54Q: 3 clusters Score -1.156574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11565750.000000 Penalty: 5568.216309
	Iteration 55Q: 3 clusters Score -1.156575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11565760.000000 Penalty: 5568.216309
	Iteration 56Q: 3 clusters Score -1.156576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11565772.000000 Penalty: 5568.216309
	Iteration 57Q: 3 clusters Score -1.156577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11565789.000000 Penalty: 5568.216309
	Iteration 58Q: 3 clusters Score -1.156579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11565781.000000 Penalty: 5568.216309
	Iteration 59Q: 3 clusters Score -1.156578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11565785.000000 Penalty: 5568.216309
	Iteration 60F: 3 clusters Score -1.156578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11565785.000000 Penalty: 5568.216309
	Iteration 61Q: 3 clusters Score -1.156578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11565780.000000 Penalty: 5568.216309
	Iteration 62Q: 3 clusters Score -1.156578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11565792.000000 Penalty: 5568.216309
	Iteration 63Q: 3 clusters Score -1.156579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11565805.000000 Penalty: 5568.216309
	Iteration 64Q: 3 clusters Score -1.15658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11565803.000000 Penalty: 5568.216309
	Iteration 65Q: 3 clusters Score -1.15658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11565814.000000 Penalty: 5568.216309
	Iteration 66Q: 3 clusters Score -1.156581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 5568.216309
	Iteration 67Q: 3 clusters Score -1.156582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11565820.000000 Penalty: 5568.216309
	Iteration 68Q: 3 clusters Score -1.156582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11565825.000000 Penalty: 5568.216309
	Iteration 69Q: 3 clusters Score -1.156582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11565823.000000 Penalty: 5568.216309
	Iteration 70Q: 3 clusters Score -1.156582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11565825.000000 Penalty: 5568.216309
	Iteration 71Q: 3 clusters Score -1.156582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11565824.000000 Penalty: 5568.216309
	Iteration 72Q: 3 clusters Score -1.156582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11565822.000000 Penalty: 5568.216309
	Iteration 73Q: 3 clusters Score -1.156582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11565822.000000 Penalty: 5568.216309
	Iteration 74Q: 3 clusters Score -1.156582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11565835.000000 Penalty: 5568.216309
	Iteration 75Q: 3 clusters Score -1.156584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11565825.000000 Penalty: 5568.216309
	Iteration 76Q: 3 clusters Score -1.156582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11565839.000000 Penalty: 5568.216309
	Iteration 77Q: 3 clusters Score -1.156584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11565838.000000 Penalty: 5568.216309
	Iteration 78Q: 3 clusters Score -1.156584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11565833.000000 Penalty: 5568.216309
	Iteration 79Q: 3 clusters Score -1.156583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11565830.000000 Penalty: 5568.216309
	Iteration 80F: 3 clusters Score -1.156583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -54224.945312 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -54224.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52964.878906 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -52964.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53119.105469 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -53119.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53180.890625 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -53180.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53203.480469 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -53203.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53214.898438 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -53214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53226.804688 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -53226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53258.734375 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -53258.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53309.542969 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -53309.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53329.890625 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -53329.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53365.460938 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -53365.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53428.429688 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -53428.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53500.718750 Penalty: 2977.927979
	Iteration 11Q: 3 clusters Score -53500.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53557.746094 Penalty: 2977.927979
	Iteration 12Q: 3 clusters Score -53557.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53605.609375 Penalty: 2977.927979
	Iteration 13Q: 3 clusters Score -53605.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53626.261719 Penalty: 2977.927979
	Iteration 14Q: 3 clusters Score -53626.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53634.171875 Penalty: 2977.927979
	Iteration 15Q: 3 clusters Score -53634.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53634.171875 Penalty: 2977.927979
	Iteration 16F: 3 clusters Score -53634.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -33865.070312 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -33865.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32790.507812 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -32790.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33083.781250 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -33083.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33201.644531 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -33201.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33258.750000 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -33258.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33288.363281 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -33288.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33337.339844 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -33337.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33354.984375 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -33354.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33355.750000 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -33355.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33389.093750 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -33389.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33393.968750 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -33393.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33393.968750 Penalty: 2837.274658
	Iteration 10F: 3 clusters Score -33393.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -337781.625000 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -337781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -334986.093750 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -334986.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -335534.937500 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -335534.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -335718.000000 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -335718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -335819.656250 Penalty: 3843.877686
	Iteration 3F: 3 clusters Score -335819.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -335892.656250 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -335892.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -335952.062500 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -335952.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -336006.750000 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -336006.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -336037.312500 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -336037.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -336067.125000 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -336067.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -336098.750000 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -336098.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -336129.906250 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -336129.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -336168.906250 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -336168.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -336210.656250 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -336210.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -336252.593750 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -336252.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -336300.375000 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -336300.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -336348.781250 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -336348.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -336411.125000 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -336411.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -336506.000000 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -336506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336597.812500 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -336597.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -336690.750000 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -336690.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -336791.968750 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -336792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -336879.437500 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -336879.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -336938.281250 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -336938.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -337004.468750 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -337004.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -337053.937500 Penalty: 3843.877686
	Iteration 24Q: 3 clusters Score -337053.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -337081.687500 Penalty: 3843.877686
	Iteration 25Q: 3 clusters Score -337081.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -337104.312500 Penalty: 3843.877686
	Iteration 26Q: 3 clusters Score -337104.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -337130.843750 Penalty: 3843.877686
	Iteration 27Q: 3 clusters Score -337130.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -337149.843750 Penalty: 3843.877686
	Iteration 28Q: 3 clusters Score -337149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337163.093750 Penalty: 3843.877686
	Iteration 29Q: 3 clusters Score -337163.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -337174.125000 Penalty: 3843.877686
	Iteration 30Q: 3 clusters Score -337174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -337184.625000 Penalty: 3843.877686
	Iteration 31Q: 3 clusters Score -337184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -337200.156250 Penalty: 3843.877686
	Iteration 32Q: 3 clusters Score -337200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -337207.593750 Penalty: 3843.877686
	Iteration 33Q: 3 clusters Score -337207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -337214.843750 Penalty: 3843.877686
	Iteration 34Q: 3 clusters Score -337214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -337223.656250 Penalty: 3843.877686
	Iteration 35Q: 3 clusters Score -337223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -337234.062500 Penalty: 3843.877686
	Iteration 36Q: 3 clusters Score -337234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -337244.593750 Penalty: 3843.877686
	Iteration 37Q: 3 clusters Score -337244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -337247.500000 Penalty: 3843.877686
	Iteration 38Q: 3 clusters Score -337247.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337248.593750 Penalty: 3843.877686
	Iteration 39Q: 3 clusters Score -337248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337248.593750 Penalty: 3843.877686
	Iteration 40F: 3 clusters Score -337248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -343077.000000 Penalty: 1918.062134
	Iteration 0F: 2 clusters Score -343077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -340244.843750 Penalty: 3836.124268
	Iteration 0F: 3 clusters Score -340244.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -340712.875000 Penalty: 3836.124268
	Iteration 1F: 3 clusters Score -340712.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -340853.906250 Penalty: 3836.124268
	Iteration 2F: 3 clusters Score -340853.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -340939.218750 Penalty: 3836.124268
	Iteration 3Q: 3 clusters Score -340939.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -341005.187500 Penalty: 3836.124268
	Iteration 4Q: 3 clusters Score -341005.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -341051.250000 Penalty: 3836.124268
	Iteration 5Q: 3 clusters Score -341051.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -341074.218750 Penalty: 3836.124268
	Iteration 6Q: 3 clusters Score -341074.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -341090.812500 Penalty: 3836.124268
	Iteration 7Q: 3 clusters Score -341090.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -341102.500000 Penalty: 3836.124268
	Iteration 8Q: 3 clusters Score -341102.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -341111.406250 Penalty: 3836.124268
	Iteration 9Q: 3 clusters Score -341111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -341119.843750 Penalty: 3836.124268
	Iteration 10Q: 3 clusters Score -341119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -341124.406250 Penalty: 3836.124268
	Iteration 11Q: 3 clusters Score -341124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -341129.687500 Penalty: 3836.124268
	Iteration 12Q: 3 clusters Score -341129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -341137.062500 Penalty: 3836.124268
	Iteration 13Q: 3 clusters Score -341137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -341143.093750 Penalty: 3836.124268
	Iteration 14Q: 3 clusters Score -341143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -341151.843750 Penalty: 3836.124268
	Iteration 15Q: 3 clusters Score -341151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -341160.750000 Penalty: 3836.124268
	Iteration 16Q: 3 clusters Score -341160.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -341171.906250 Penalty: 3836.124268
	Iteration 17Q: 3 clusters Score -341171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -341178.843750 Penalty: 3836.124268
	Iteration 18Q: 3 clusters Score -341178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -341184.656250 Penalty: 3836.124268
	Iteration 19Q: 3 clusters Score -341184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -341187.718750 Penalty: 3836.124268
	Iteration 20F: 3 clusters Score -341187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -341189.656250 Penalty: 3836.124268
	Iteration 21Q: 3 clusters Score -341189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -341191.375000 Penalty: 3836.124268
	Iteration 22Q: 3 clusters Score -341191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -341192.312500 Penalty: 3836.124268
	Iteration 23Q: 3 clusters Score -341192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -341192.468750 Penalty: 3836.124268
	Iteration 24Q: 3 clusters Score -341192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341193.312500 Penalty: 3836.124268
	Iteration 25Q: 3 clusters Score -341193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -341193.562500 Penalty: 3836.124268
	Iteration 26Q: 3 clusters Score -341193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341194.687500 Penalty: 3836.124268
	Iteration 27Q: 3 clusters Score -341194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -341194.625000 Penalty: 3836.124268
	Iteration 28Q: 3 clusters Score -341194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341194.812500 Penalty: 3836.124268
	Iteration 29Q: 3 clusters Score -341194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341194.812500 Penalty: 3836.124268
	Iteration 30F: 3 clusters Score -341194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -104700.406250 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -104700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102952.062500 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -102952.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103305.859375 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -103305.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103516.523438 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -103516.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103824.585938 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -103824.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104001.648438 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -104001.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104125.757812 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -104125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104216.273438 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -104216.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104278.453125 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -104278.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104320.648438 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -104320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104335.445312 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -104335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104351.132812 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -104351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104361.593750 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -104361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104383.140625 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -104383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104401.898438 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -104401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104416.906250 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -104416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104442.085938 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -104442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104457.398438 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -104457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104464.593750 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -104464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104467.632812 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -104467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104475.335938 Penalty: 3366.211670
	Iteration 19F: 3 clusters Score -104475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104483.843750 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -104483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104490.546875 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -104490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104493.164062 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -104493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104504.093750 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -104504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104508.281250 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -104508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104508.281250 Penalty: 3366.211670
	Iteration 25F: 3 clusters Score -104508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 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 147 members 
Entering Unmasked Estep 
Score: -37106.140625 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37106.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37210.078125 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37210.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37255.734375 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37255.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37258.417969 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37258.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37263.613281 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37263.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37270.355469 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37270.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37273.839844 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -37273.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37276.160156 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -37276.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37276.160156 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -37276.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -31779.066406 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -31779.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30667.500000 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -30667.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30855.162109 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -30855.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30910.742188 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -30910.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30921.443359 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -30921.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30922.539062 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -30922.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30922.539062 Penalty: 2808.828369
	Iteration 5F: 3 clusters Score -30922.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -286731.687500 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -286731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -284176.125000 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -284176.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -284869.125000 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -284869.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -285341.093750 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -285341.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -285912.875000 Penalty: 3774.245850
	Iteration 3F: 3 clusters Score -285912.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -286340.031250 Penalty: 3774.245850
	Iteration 4F: 3 clusters Score -286340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -286622.156250 Penalty: 3774.245850
	Iteration 5F: 3 clusters Score -286622.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -286767.718750 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -286767.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -286857.125000 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -286857.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -286921.718750 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -286921.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -286989.437500 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -286989.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -287051.156250 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -287051.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -287102.093750 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -287102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -287138.406250 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -287138.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -287155.437500 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -287155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -287159.250000 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -287159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287161.312500 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -287161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287163.250000 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -287163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -287164.437500 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -287164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -287168.406250 Penalty: 3774.245850
	Iteration 18Q: 3 clusters Score -287168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287170.812500 Penalty: 3774.245850
	Iteration 19Q: 3 clusters Score -287170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -287171.968750 Penalty: 3774.245850
	Iteration 20F: 3 clusters Score -287172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -287173.781250 Penalty: 3774.245850
	Iteration 21Q: 3 clusters Score -287173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -287174.093750 Penalty: 3774.245850
	Iteration 22Q: 3 clusters Score -287174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -287174.093750 Penalty: 3774.245850
	Iteration 23F: 3 clusters Score -287174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28815 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11560 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 176475 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75075 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 1153 members 
Mstep: Class 42 contains 43773 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 5326 members 
Mstep: Class 45 contains 864 members 
Entering Unmasked Estep 
Score: -70331352.000000 Penalty: 145776.453125
Splitting cluster 41 changes total score from -70332280.000000 to -70331352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (43773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Entering Unmasked Estep 
Score: -6713025.500000 Penalty: 2650.319580
	Iteration 0F: 2 clusters Score -6713026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6683474.000000 Penalty: 5300.639160
	Iteration 0F: 3 clusters Score -6683474 nChanged 20181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -6694794.000000 Penalty: 5300.639160
	Iteration 1F: 3 clusters Score -6694794 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -6695360.500000 Penalty: 5300.639160
	Iteration 2Q: 3 clusters Score -6695360 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -6695854.000000 Penalty: 5300.639160
	Iteration 3Q: 3 clusters Score -6695854 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -6696319.500000 Penalty: 5300.639160
	Iteration 4Q: 3 clusters Score -6696320 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -6696776.500000 Penalty: 5300.639160
	Iteration 5Q: 3 clusters Score -6696776 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -6697306.000000 Penalty: 5300.639160
	Iteration 6Q: 3 clusters Score -6697306 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -6698023.500000 Penalty: 5300.639160
	Iteration 7Q: 3 clusters Score -6698024 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6699075.000000 Penalty: 5300.639160
	Iteration 8Q: 3 clusters Score -6699075 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -6700470.500000 Penalty: 5300.639160
	Iteration 9F: 3 clusters Score -6700470 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -6702251.000000 Penalty: 5300.639160
	Iteration 10F: 3 clusters Score -6702251 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -6704097.000000 Penalty: 5300.639160
	Iteration 11F: 3 clusters Score -6704097 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -6705707.500000 Penalty: 5300.639160
	Iteration 12Q: 3 clusters Score -6705708 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6706952.500000 Penalty: 5300.639160
	Iteration 13Q: 3 clusters Score -6706952 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -6707909.500000 Penalty: 5300.639160
	Iteration 14Q: 3 clusters Score -6707910 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6708618.000000 Penalty: 5300.639160
	Iteration 15Q: 3 clusters Score -6708618 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6709216.000000 Penalty: 5300.639160
	Iteration 16Q: 3 clusters Score -6709216 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6709583.000000 Penalty: 5300.639160
	Iteration 17Q: 3 clusters Score -6709583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6709888.500000 Penalty: 5300.639160
	Iteration 18Q: 3 clusters Score -6709888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6710090.500000 Penalty: 5300.639160
	Iteration 19Q: 3 clusters Score -6710090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6710258.500000 Penalty: 5300.639160
	Iteration 20F: 3 clusters Score -6710258 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6710359.000000 Penalty: 5300.639160
	Iteration 21Q: 3 clusters Score -6710359 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6710471.000000 Penalty: 5300.639160
	Iteration 22Q: 3 clusters Score -6710471 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6710551.500000 Penalty: 5300.639160
	Iteration 23Q: 3 clusters Score -6710552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6710593.500000 Penalty: 5300.639160
	Iteration 24Q: 3 clusters Score -6710594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6710638.500000 Penalty: 5300.639160
	Iteration 25Q: 3 clusters Score -6710638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6710658.500000 Penalty: 5300.639160
	Iteration 26Q: 3 clusters Score -6710658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6710674.500000 Penalty: 5300.639160
	Iteration 27Q: 3 clusters Score -6710674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6710698.500000 Penalty: 5300.639160
	Iteration 28Q: 3 clusters Score -6710698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6710705.500000 Penalty: 5300.639160
	Iteration 29Q: 3 clusters Score -6710706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6710719.500000 Penalty: 5300.639160
	Iteration 30Q: 3 clusters Score -6710720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6710738.000000 Penalty: 5300.639160
	Iteration 31Q: 3 clusters Score -6710738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6710750.000000 Penalty: 5300.639160
	Iteration 32Q: 3 clusters Score -6710750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6710757.500000 Penalty: 5300.639160
	Iteration 33Q: 3 clusters Score -6710758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6710766.500000 Penalty: 5300.639160
	Iteration 34Q: 3 clusters Score -6710766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6710769.000000 Penalty: 5300.639160
	Iteration 35Q: 3 clusters Score -6710769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6710772.500000 Penalty: 5300.639160
	Iteration 36Q: 3 clusters Score -6710772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6710772.000000 Penalty: 5300.639160
	Iteration 37Q: 3 clusters Score -6710772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6710785.000000 Penalty: 5300.639160
	Iteration 38Q: 3 clusters Score -6710785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6710789.500000 Penalty: 5300.639160
	Iteration 39Q: 3 clusters Score -6710790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6710796.000000 Penalty: 5300.639160
	Iteration 40F: 3 clusters Score -6710796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6710798.500000 Penalty: 5300.639160
	Iteration 41Q: 3 clusters Score -6710798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6710799.000000 Penalty: 5300.639160
	Iteration 42Q: 3 clusters Score -6710799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6710804.500000 Penalty: 5300.639160
	Iteration 43Q: 3 clusters Score -6710804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6710800.500000 Penalty: 5300.639160
	Iteration 44Q: 3 clusters Score -6710800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6710803.000000 Penalty: 5300.639160
	Iteration 45Q: 3 clusters Score -6710803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6710806.000000 Penalty: 5300.639160
	Iteration 46Q: 3 clusters Score -6710806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6710811.500000 Penalty: 5300.639160
	Iteration 47Q: 3 clusters Score -6710812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6710811.000000 Penalty: 5300.639160
	Iteration 48Q: 3 clusters Score -6710811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6710811.000000 Penalty: 5300.639160
	Iteration 49F: 3 clusters Score -6710811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28815 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11560 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 176475 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37266 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75075 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 43773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332608.000000 Penalty: 142536.968750
Iteration 199Q: 45 clusters Score -7.033261e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8754 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20033 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28446 members 
Mstep: Class 15 contains 9393 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 176228 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37487 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75325 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 2020 members 
Mstep: Class 42 contains 43796 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 5294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335824.000000 Penalty: 142536.968750
Iteration 200F: 45 clusters Score -7.033582e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8785 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 28170 members 
Mstep: Class 15 contains 9374 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11607 members 
Mstep: Class 18 contains 9638 members 
Mstep: Class 19 contains 391 members 
Mstep: Class 20 contains 176108 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 37288 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 75272 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 1993 members 
Mstep: Class 42 contains 43785 members 
Mstep: Class 43 contains 167 members 
Mstep: Class 44 contains 6001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70337608.000000 Penalty: 142536.968750
Iteration 201Q: 45 clusters Score -7.033761e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20014 members 
Mstep: Class 6 contains 5199 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27979 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11605 members 
Mstep: Class 18 contains 9641 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 176061 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 629 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 37086 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75237 members 
Mstep: Class 34 contains 388 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 1980 members 
Mstep: Class 42 contains 43785 members 
Mstep: Class 43 contains 168 members 
Mstep: Class 44 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70338024.000000 Penalty: 142536.968750
Iteration 202Q: 45 clusters Score -7.033802e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20007 members 
Mstep: Class 6 contains 5199 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27805 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11615 members 
Mstep: Class 18 contains 9650 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 176013 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2016 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 36888 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75208 members 
Mstep: Class 34 contains 388 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1972 members 
Mstep: Class 42 contains 43783 members 
Mstep: Class 43 contains 169 members 
Mstep: Class 44 contains 6895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70338304.000000 Penalty: 142536.968750
Iteration 203Q: 45 clusters Score -7.03383e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8859 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 20003 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27674 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11620 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175924 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 36702 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75167 members 
Mstep: Class 34 contains 388 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1971 members 
Mstep: Class 42 contains 43788 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 7300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70338648.000000 Penalty: 142536.968750
Iteration 204Q: 45 clusters Score -7.033865e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27576 members 
Mstep: Class 15 contains 9374 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11618 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175833 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 1175 members 
Mstep: Class 31 contains 36559 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75133 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 43791 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 7629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70338696.000000 Penalty: 142536.968750
Iteration 205Q: 45 clusters Score -7.03387e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19991 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27490 members 
Mstep: Class 15 contains 9378 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11625 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175779 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1177 members 
Mstep: Class 31 contains 36420 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75087 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 294 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 43799 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 7921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70338776.000000 Penalty: 142536.968750
Iteration 206Q: 45 clusters Score -7.033878e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8920 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27416 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11630 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175682 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 1178 members 
Mstep: Class 31 contains 36307 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75058 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 43812 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70338952.000000 Penalty: 142536.968750
Iteration 207Q: 45 clusters Score -7.033895e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8938 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19998 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27374 members 
Mstep: Class 15 contains 9393 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9687 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175532 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 1179 members 
Mstep: Class 31 contains 36224 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75034 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 292 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 43826 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 8424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339080.000000 Penalty: 142536.968750
Iteration 208Q: 45 clusters Score -7.033908e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19990 members 
Mstep: Class 6 contains 5210 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27340 members 
Mstep: Class 15 contains 9396 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9693 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175423 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2003 members 
Mstep: Class 30 contains 1181 members 
Mstep: Class 31 contains 36152 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 75005 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 291 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1950 members 
Mstep: Class 42 contains 43837 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 8647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339176.000000 Penalty: 142536.968750
Iteration 209Q: 45 clusters Score -7.033918e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8962 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19985 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27316 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11636 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175309 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2001 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 36092 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74975 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1946 members 
Mstep: Class 42 contains 43853 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 8849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339360.000000 Penalty: 142536.968750
Iteration 210Q: 45 clusters Score -7.033936e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8976 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 5217 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27296 members 
Mstep: Class 15 contains 9393 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11629 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175204 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2000 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 36041 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74946 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1945 members 
Mstep: Class 42 contains 43871 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339256.000000 Penalty: 142536.968750
Iteration 211Q: 45 clusters Score -7.033926e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8987 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19982 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 9392 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11630 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175106 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 35992 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74941 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1946 members 
Mstep: Class 42 contains 43885 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339456.000000 Penalty: 142536.968750
Iteration 212Q: 45 clusters Score -7.033946e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8990 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27249 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11626 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 175052 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 2000 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 35958 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74920 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2328 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1945 members 
Mstep: Class 42 contains 43895 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339608.000000 Penalty: 142536.968750
Iteration 213Q: 45 clusters Score -7.033961e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8995 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19981 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27232 members 
Mstep: Class 15 contains 9379 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11623 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174998 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35925 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74910 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1941 members 
Mstep: Class 42 contains 43903 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339480.000000 Penalty: 142536.968750
Iteration 214Q: 45 clusters Score -7.033948e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9001 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19985 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27221 members 
Mstep: Class 15 contains 9378 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11626 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174916 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35905 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74911 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43909 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339520.000000 Penalty: 142536.968750
Iteration 215Q: 45 clusters Score -7.033952e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9008 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27207 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11627 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174852 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35880 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74914 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43920 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339496.000000 Penalty: 142536.968750
Iteration 216Q: 45 clusters Score -7.03395e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9018 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27188 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11628 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174782 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35865 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74924 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43928 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339544.000000 Penalty: 142536.968750
Iteration 217Q: 45 clusters Score -7.033954e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9028 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5502 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27174 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11628 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174721 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35848 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74922 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43928 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339568.000000 Penalty: 142536.968750
Iteration 218Q: 45 clusters Score -7.033957e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19984 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11631 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174634 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35833 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74924 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43932 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70339560.000000 Penalty: 142536.968750
Iteration 219Q: 45 clusters Score -7.033956e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5506 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27156 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11632 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 174565 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35823 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74928 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43933 members 
Mstep: Class 43 contains 170 members 
Mstep: Class 44 contains 9910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340048.000000 Penalty: 142536.968750
Iteration 220F: 45 clusters Score -7.034005e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 19979 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27153 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11632 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174511 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35810 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 74913 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43937 members 
Mstep: Class 43 contains 172 members 
Mstep: Class 44 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340800.000000 Penalty: 142536.968750
Iteration 221Q: 45 clusters Score -7.03408e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 19980 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27149 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11631 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174464 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35801 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74903 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 290 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43938 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70340896.000000 Penalty: 142536.968750
Iteration 222Q: 45 clusters Score -7.03409e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 19977 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27142 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11631 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174427 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35796 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74895 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43937 members 
Mstep: Class 43 contains 180 members 
Mstep: Class 44 contains 10093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341192.000000 Penalty: 142536.968750
Iteration 223Q: 45 clusters Score -7.034119e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9085 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 326 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27127 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11634 members 
Mstep: Class 18 contains 9708 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174400 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35787 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74881 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43938 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341456.000000 Penalty: 142536.968750
Iteration 224Q: 45 clusters Score -7.034146e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 9094 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 19974 members 
Mstep: Class 6 contains 5250 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5506 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27117 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11636 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174359 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35778 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74877 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43940 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341424.000000 Penalty: 142536.968750
Iteration 225Q: 45 clusters Score -7.034142e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9096 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27112 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174302 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35767 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74871 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43941 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341464.000000 Penalty: 142536.968750
Iteration 226Q: 45 clusters Score -7.034146e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 314 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27107 members 
Mstep: Class 15 contains 9349 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174260 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35758 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74865 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43938 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341464.000000 Penalty: 142536.968750
Iteration 227Q: 45 clusters Score -7.034146e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27099 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174225 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35750 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74852 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43939 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341488.000000 Penalty: 142536.968750
Iteration 228Q: 45 clusters Score -7.034149e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9105 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27091 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174186 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35738 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74846 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43943 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341472.000000 Penalty: 142536.968750
Iteration 229Q: 45 clusters Score -7.034147e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 5506 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27079 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174155 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35725 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74852 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43940 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341584.000000 Penalty: 142536.968750
Iteration 230Q: 45 clusters Score -7.034158e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27068 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174126 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35713 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74848 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43938 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341560.000000 Penalty: 142536.968750
Iteration 231Q: 45 clusters Score -7.034156e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27054 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174096 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35699 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74845 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43938 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341592.000000 Penalty: 142536.968750
Iteration 232Q: 45 clusters Score -7.034159e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27044 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174054 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35688 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74851 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43937 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341648.000000 Penalty: 142536.968750
Iteration 233Q: 45 clusters Score -7.034165e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27036 members 
Mstep: Class 15 contains 9344 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 174011 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35682 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74860 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43938 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341688.000000 Penalty: 142536.968750
Iteration 234Q: 45 clusters Score -7.034169e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27031 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173972 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35676 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74851 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43941 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341736.000000 Penalty: 142536.968750
Iteration 235Q: 45 clusters Score -7.034174e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5515 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27026 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9708 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173935 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35678 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74843 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43943 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341712.000000 Penalty: 142536.968750
Iteration 236Q: 45 clusters Score -7.034171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9132 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27020 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9709 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173915 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35672 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74837 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43946 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341712.000000 Penalty: 142536.968750
Iteration 237Q: 45 clusters Score -7.034171e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27013 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9709 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173905 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 35670 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74828 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43945 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341728.000000 Penalty: 142536.968750
Iteration 238Q: 45 clusters Score -7.034173e+07 nChanged 65
Entering ConstructFrom: 
Score: -70341728.000000 Penalty: 142536.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -692214.000000 Penalty: 2091.962402
	Iteration 0F: 2 clusters Score -692214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -687939.125000 Penalty: 4183.924805
	Iteration 0F: 3 clusters Score -687939.1 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -688979.812500 Penalty: 4183.924805
	Iteration 1F: 3 clusters Score -688979.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -689202.187500 Penalty: 4183.924805
	Iteration 2F: 3 clusters Score -689202.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -689315.562500 Penalty: 4183.924805
	Iteration 3Q: 3 clusters Score -689315.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -689389.562500 Penalty: 4183.924805
	Iteration 4Q: 3 clusters Score -689389.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -689443.750000 Penalty: 4183.924805
	Iteration 5Q: 3 clusters Score -689443.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -689486.687500 Penalty: 4183.924805
	Iteration 6Q: 3 clusters Score -689486.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -689530.250000 Penalty: 4183.924805
	Iteration 7Q: 3 clusters Score -689530.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -689566.000000 Penalty: 4183.924805
	Iteration 8Q: 3 clusters Score -689566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -689592.437500 Penalty: 4183.924805
	Iteration 9Q: 3 clusters Score -689592.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -689620.375000 Penalty: 4183.924805
	Iteration 10Q: 3 clusters Score -689620.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -689642.000000 Penalty: 4183.924805
	Iteration 11Q: 3 clusters Score -689642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -689663.687500 Penalty: 4183.924805
	Iteration 12Q: 3 clusters Score -689663.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -689695.250000 Penalty: 4183.924805
	Iteration 13Q: 3 clusters Score -689695.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -689723.812500 Penalty: 4183.924805
	Iteration 14Q: 3 clusters Score -689723.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -689768.000000 Penalty: 4183.924805
	Iteration 15Q: 3 clusters Score -689768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -689811.875000 Penalty: 4183.924805
	Iteration 16Q: 3 clusters Score -689811.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -689852.000000 Penalty: 4183.924805
	Iteration 17Q: 3 clusters Score -689852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -689888.375000 Penalty: 4183.924805
	Iteration 18Q: 3 clusters Score -689888.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -689913.125000 Penalty: 4183.924805
	Iteration 19Q: 3 clusters Score -689913.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -689941.125000 Penalty: 4183.924805
	Iteration 20F: 3 clusters Score -689941.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -689966.250000 Penalty: 4183.924805
	Iteration 21Q: 3 clusters Score -689966.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -689991.562500 Penalty: 4183.924805
	Iteration 22Q: 3 clusters Score -689991.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -690016.125000 Penalty: 4183.924805
	Iteration 23Q: 3 clusters Score -690016.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -690052.750000 Penalty: 4183.924805
	Iteration 24Q: 3 clusters Score -690052.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -690096.437500 Penalty: 4183.924805
	Iteration 25Q: 3 clusters Score -690096.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -690129.875000 Penalty: 4183.924805
	Iteration 26Q: 3 clusters Score -690129.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -690159.000000 Penalty: 4183.924805
	Iteration 27Q: 3 clusters Score -690159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -690197.187500 Penalty: 4183.924805
	Iteration 28Q: 3 clusters Score -690197.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690241.125000 Penalty: 4183.924805
	Iteration 29Q: 3 clusters Score -690241.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -690279.250000 Penalty: 4183.924805
	Iteration 30Q: 3 clusters Score -690279.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -690315.687500 Penalty: 4183.924805
	Iteration 31Q: 3 clusters Score -690315.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -690340.000000 Penalty: 4183.924805
	Iteration 32Q: 3 clusters Score -690340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -690363.000000 Penalty: 4183.924805
	Iteration 33Q: 3 clusters Score -690363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -690378.187500 Penalty: 4183.924805
	Iteration 34Q: 3 clusters Score -690378.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -690384.000000 Penalty: 4183.924805
	Iteration 35Q: 3 clusters Score -690384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -690388.500000 Penalty: 4183.924805
	Iteration 36Q: 3 clusters Score -690388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -690392.812500 Penalty: 4183.924805
	Iteration 37Q: 3 clusters Score -690392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -690399.750000 Penalty: 4183.924805
	Iteration 38Q: 3 clusters Score -690399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -690401.875000 Penalty: 4183.924805
	Iteration 39Q: 3 clusters Score -690401.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -690403.062500 Penalty: 4183.924805
	Iteration 40F: 3 clusters Score -690403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -690408.000000 Penalty: 4183.924805
	Iteration 41Q: 3 clusters Score -690408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -690409.500000 Penalty: 4183.924805
	Iteration 42Q: 3 clusters Score -690409.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -690411.062500 Penalty: 4183.924805
	Iteration 43Q: 3 clusters Score -690411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -690414.562500 Penalty: 4183.924805
	Iteration 44Q: 3 clusters Score -690414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -690416.250000 Penalty: 4183.924805
	Iteration 45Q: 3 clusters Score -690416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -690420.125000 Penalty: 4183.924805
	Iteration 46Q: 3 clusters Score -690420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -690422.687500 Penalty: 4183.924805
	Iteration 47Q: 3 clusters Score -690422.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -690425.437500 Penalty: 4183.924805
	Iteration 48Q: 3 clusters Score -690425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -690426.125000 Penalty: 4183.924805
	Iteration 49Q: 3 clusters Score -690426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -690427.625000 Penalty: 4183.924805
	Iteration 50Q: 3 clusters Score -690427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -690427.625000 Penalty: 4183.924805
	Iteration 51F: 3 clusters Score -690427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Entering Unmasked Estep 
Score: -1412511.750000 Penalty: 2261.971680
	Iteration 0F: 2 clusters Score -1412512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1405253.500000 Penalty: 4523.943359
	Iteration 0F: 3 clusters Score -1405254 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1407294.000000 Penalty: 4523.943359
	Iteration 1F: 3 clusters Score -1407294 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1407595.250000 Penalty: 4523.943359
	Iteration 2F: 3 clusters Score -1407595 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1407802.500000 Penalty: 4523.943359
	Iteration 3F: 3 clusters Score -1407802 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1407928.500000 Penalty: 4523.943359
	Iteration 4Q: 3 clusters Score -1407928 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1408029.625000 Penalty: 4523.943359
	Iteration 5Q: 3 clusters Score -1408030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1408127.750000 Penalty: 4523.943359
	Iteration 6Q: 3 clusters Score -1408128 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1408202.875000 Penalty: 4523.943359
	Iteration 7Q: 3 clusters Score -1408203 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1408263.250000 Penalty: 4523.943359
	Iteration 8Q: 3 clusters Score -1408263 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1408316.500000 Penalty: 4523.943359
	Iteration 9Q: 3 clusters Score -1408316 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1408368.000000 Penalty: 4523.943359
	Iteration 10Q: 3 clusters Score -1408368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1408422.750000 Penalty: 4523.943359
	Iteration 11Q: 3 clusters Score -1408423 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1408473.000000 Penalty: 4523.943359
	Iteration 12Q: 3 clusters Score -1408473 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1408534.625000 Penalty: 4523.943359
	Iteration 13Q: 3 clusters Score -1408535 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1408603.500000 Penalty: 4523.943359
	Iteration 14Q: 3 clusters Score -1408604 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1408697.625000 Penalty: 4523.943359
	Iteration 15Q: 3 clusters Score -1408698 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1408786.750000 Penalty: 4523.943359
	Iteration 16Q: 3 clusters Score -1408787 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1408880.375000 Penalty: 4523.943359
	Iteration 17Q: 3 clusters Score -1408880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1408988.500000 Penalty: 4523.943359
	Iteration 18Q: 3 clusters Score -1408988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1409103.875000 Penalty: 4523.943359
	Iteration 19Q: 3 clusters Score -1409104 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1409229.125000 Penalty: 4523.943359
	Iteration 20F: 3 clusters Score -1409229 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1409340.875000 Penalty: 4523.943359
	Iteration 21Q: 3 clusters Score -1409341 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1409468.875000 Penalty: 4523.943359
	Iteration 22Q: 3 clusters Score -1409469 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1409595.125000 Penalty: 4523.943359
	Iteration 23Q: 3 clusters Score -1409595 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1409700.000000 Penalty: 4523.943359
	Iteration 24Q: 3 clusters Score -1409700 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1409803.875000 Penalty: 4523.943359
	Iteration 25Q: 3 clusters Score -1409804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1409862.750000 Penalty: 4523.943359
	Iteration 26Q: 3 clusters Score -1409863 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1409935.875000 Penalty: 4523.943359
	Iteration 27Q: 3 clusters Score -1409936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1410003.125000 Penalty: 4523.943359
	Iteration 28Q: 3 clusters Score -1410003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1410060.000000 Penalty: 4523.943359
	Iteration 29Q: 3 clusters Score -1410060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1410122.000000 Penalty: 4523.943359
	Iteration 30Q: 3 clusters Score -1410122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1410181.875000 Penalty: 4523.943359
	Iteration 31Q: 3 clusters Score -1410182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1410223.875000 Penalty: 4523.943359
	Iteration 32Q: 3 clusters Score -1410224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1410257.500000 Penalty: 4523.943359
	Iteration 33Q: 3 clusters Score -1410258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1410282.625000 Penalty: 4523.943359
	Iteration 34Q: 3 clusters Score -1410283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1410302.750000 Penalty: 4523.943359
	Iteration 35Q: 3 clusters Score -1410303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1410317.375000 Penalty: 4523.943359
	Iteration 36Q: 3 clusters Score -1410317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1410338.000000 Penalty: 4523.943359
	Iteration 37Q: 3 clusters Score -1410338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1410356.000000 Penalty: 4523.943359
	Iteration 38Q: 3 clusters Score -1410356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1410377.000000 Penalty: 4523.943359
	Iteration 39Q: 3 clusters Score -1410377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1410389.375000 Penalty: 4523.943359
	Iteration 40F: 3 clusters Score -1410389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1410399.625000 Penalty: 4523.943359
	Iteration 41Q: 3 clusters Score -1410400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1410403.875000 Penalty: 4523.943359
	Iteration 42Q: 3 clusters Score -1410404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1410412.250000 Penalty: 4523.943359
	Iteration 43Q: 3 clusters Score -1410412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1410415.000000 Penalty: 4523.943359
	Iteration 44Q: 3 clusters Score -1410415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1410419.500000 Penalty: 4523.943359
	Iteration 45Q: 3 clusters Score -1410420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1410425.375000 Penalty: 4523.943359
	Iteration 46Q: 3 clusters Score -1410425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1410429.500000 Penalty: 4523.943359
	Iteration 47Q: 3 clusters Score -1410430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1410429.750000 Penalty: 4523.943359
	Iteration 48Q: 3 clusters Score -1410430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1410431.750000 Penalty: 4523.943359
	Iteration 49Q: 3 clusters Score -1410432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1410434.125000 Penalty: 4523.943359
	Iteration 50Q: 3 clusters Score -1410434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1410436.000000 Penalty: 4523.943359
	Iteration 51Q: 3 clusters Score -1410436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1410439.125000 Penalty: 4523.943359
	Iteration 52Q: 3 clusters Score -1410439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1410446.750000 Penalty: 4523.943359
	Iteration 53Q: 3 clusters Score -1410447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1410455.750000 Penalty: 4523.943359
	Iteration 54Q: 3 clusters Score -1410456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1410454.625000 Penalty: 4523.943359
	Iteration 55Q: 3 clusters Score -1410455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1410462.750000 Penalty: 4523.943359
	Iteration 56Q: 3 clusters Score -1410463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1410465.250000 Penalty: 4523.943359
	Iteration 57Q: 3 clusters Score -1410465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1410468.875000 Penalty: 4523.943359
	Iteration 58Q: 3 clusters Score -1410469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1410473.625000 Penalty: 4523.943359
	Iteration 59Q: 3 clusters Score -1410474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1410476.875000 Penalty: 4523.943359
	Iteration 60F: 3 clusters Score -1410477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1410479.625000 Penalty: 4523.943359
	Iteration 61Q: 3 clusters Score -1410480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1410481.875000 Penalty: 4523.943359
	Iteration 62Q: 3 clusters Score -1410482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1410485.875000 Penalty: 4523.943359
	Iteration 63Q: 3 clusters Score -1410486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1410491.125000 Penalty: 4523.943359
	Iteration 64Q: 3 clusters Score -1410491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1410496.500000 Penalty: 4523.943359
	Iteration 65Q: 3 clusters Score -1410496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1410499.625000 Penalty: 4523.943359
	Iteration 66Q: 3 clusters Score -1410500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1410502.250000 Penalty: 4523.943359
	Iteration 67Q: 3 clusters Score -1410502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1410508.375000 Penalty: 4523.943359
	Iteration 68Q: 3 clusters Score -1410508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1410512.500000 Penalty: 4523.943359
	Iteration 69Q: 3 clusters Score -1410512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1410517.500000 Penalty: 4523.943359
	Iteration 70Q: 3 clusters Score -1410518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1410517.375000 Penalty: 4523.943359
	Iteration 71Q: 3 clusters Score -1410517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1410518.375000 Penalty: 4523.943359
	Iteration 72Q: 3 clusters Score -1410518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1410519.500000 Penalty: 4523.943359
	Iteration 73Q: 3 clusters Score -1410520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1410523.875000 Penalty: 4523.943359
	Iteration 74Q: 3 clusters Score -1410524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1410526.000000 Penalty: 4523.943359
	Iteration 75Q: 3 clusters Score -1410526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1410526.500000 Penalty: 4523.943359
	Iteration 76Q: 3 clusters Score -1410526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1410528.250000 Penalty: 4523.943359
	Iteration 77Q: 3 clusters Score -1410528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1410531.250000 Penalty: 4523.943359
	Iteration 78Q: 3 clusters Score -1410531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1410535.375000 Penalty: 4523.943359
	Iteration 79Q: 3 clusters Score -1410535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1410536.875000 Penalty: 4523.943359
	Iteration 80F: 3 clusters Score -1410537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1410538.000000 Penalty: 4523.943359
	Iteration 81Q: 3 clusters Score -1410538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1410538.375000 Penalty: 4523.943359
	Iteration 82Q: 3 clusters Score -1410538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1410540.750000 Penalty: 4523.943359
	Iteration 83Q: 3 clusters Score -1410541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1410540.750000 Penalty: 4523.943359
	Iteration 84F: 3 clusters Score -1410541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -42571.746094 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -42571.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41270.570312 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -41270.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41391.640625 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -41391.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41440.699219 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -41440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41509.050781 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -41509.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41599.417969 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -41599.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41614.171875 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -41614.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41617.796875 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -41617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41626.769531 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -41626.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41636.281250 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -41636.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41642.800781 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -41642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41645.550781 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -41645.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41645.550781 Penalty: 2851.698975
	Iteration 11F: 3 clusters Score -41645.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -36274.445312 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -36274.45 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 161 members 
Entering Unmasked Estep 
Score: -35265.972656 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -35265.97 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35547.292969 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -35547.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35668.503906 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -35668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35704.730469 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -35704.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35716.820312 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -35716.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35716.820312 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -35716.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Entering Unmasked Estep 
Score: -3108693.000000 Penalty: 2455.705078
	Iteration 0F: 2 clusters Score -3108693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3094742.750000 Penalty: 4911.410156
	Iteration 0F: 3 clusters Score -3094743 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3099459.750000 Penalty: 4911.410156
	Iteration 1F: 3 clusters Score -3099460 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3099851.500000 Penalty: 4911.410156
	Iteration 2F: 3 clusters Score -3099852 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3100181.000000 Penalty: 4911.410156
	Iteration 3Q: 3 clusters Score -3100181 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3100536.000000 Penalty: 4911.410156
	Iteration 4Q: 3 clusters Score -3100536 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3100976.250000 Penalty: 4911.410156
	Iteration 5Q: 3 clusters Score -3100976 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3101513.750000 Penalty: 4911.410156
	Iteration 6Q: 3 clusters Score -3101514 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3102271.000000 Penalty: 4911.410156
	Iteration 7F: 3 clusters Score -3102271 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3103189.750000 Penalty: 4911.410156
	Iteration 8F: 3 clusters Score -3103190 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3104222.750000 Penalty: 4911.410156
	Iteration 9F: 3 clusters Score -3104223 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3105166.500000 Penalty: 4911.410156
	Iteration 10F: 3 clusters Score -3105166 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3105790.250000 Penalty: 4911.410156
	Iteration 11Q: 3 clusters Score -3105790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3106098.250000 Penalty: 4911.410156
	Iteration 12Q: 3 clusters Score -3106098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3106264.500000 Penalty: 4911.410156
	Iteration 13Q: 3 clusters Score -3106264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3106361.250000 Penalty: 4911.410156
	Iteration 14Q: 3 clusters Score -3106361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3106417.750000 Penalty: 4911.410156
	Iteration 15Q: 3 clusters Score -3106418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3106448.250000 Penalty: 4911.410156
	Iteration 16Q: 3 clusters Score -3106448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3106472.000000 Penalty: 4911.410156
	Iteration 17Q: 3 clusters Score -3106472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3106487.750000 Penalty: 4911.410156
	Iteration 18Q: 3 clusters Score -3106488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3106503.000000 Penalty: 4911.410156
	Iteration 19Q: 3 clusters Score -3106503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3106501.250000 Penalty: 4911.410156
	Iteration 20F: 3 clusters Score -3106501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3106501.750000 Penalty: 4911.410156
	Iteration 21Q: 3 clusters Score -3106502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3106501.750000 Penalty: 4911.410156
	Iteration 22F: 3 clusters Score -3106502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -810290.625000 Penalty: 2124.788818
	Iteration 0F: 2 clusters Score -810290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -805615.687500 Penalty: 4249.577637
	Iteration 0F: 3 clusters Score -805615.7 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -806811.000000 Penalty: 4249.577637
	Iteration 1F: 3 clusters Score -806811 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -807103.625000 Penalty: 4249.577637
	Iteration 2F: 3 clusters Score -807103.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -807258.750000 Penalty: 4249.577637
	Iteration 3F: 3 clusters Score -807258.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -807347.000000 Penalty: 4249.577637
	Iteration 4Q: 3 clusters Score -807347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -807410.687500 Penalty: 4249.577637
	Iteration 5Q: 3 clusters Score -807410.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -807480.500000 Penalty: 4249.577637
	Iteration 6Q: 3 clusters Score -807480.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -807547.937500 Penalty: 4249.577637
	Iteration 7Q: 3 clusters Score -807547.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -807612.750000 Penalty: 4249.577637
	Iteration 8Q: 3 clusters Score -807612.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -807674.187500 Penalty: 4249.577637
	Iteration 9Q: 3 clusters Score -807674.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -807724.125000 Penalty: 4249.577637
	Iteration 10Q: 3 clusters Score -807724.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -807805.250000 Penalty: 4249.577637
	Iteration 11Q: 3 clusters Score -807805.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -807913.062500 Penalty: 4249.577637
	Iteration 12Q: 3 clusters Score -807913.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -807988.687500 Penalty: 4249.577637
	Iteration 13Q: 3 clusters Score -807988.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -808064.500000 Penalty: 4249.577637
	Iteration 14Q: 3 clusters Score -808064.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -808156.250000 Penalty: 4249.577637
	Iteration 15Q: 3 clusters Score -808156.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -808238.687500 Penalty: 4249.577637
	Iteration 16Q: 3 clusters Score -808238.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -808312.062500 Penalty: 4249.577637
	Iteration 17Q: 3 clusters Score -808312.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -808365.062500 Penalty: 4249.577637
	Iteration 18Q: 3 clusters Score -808365.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -808416.750000 Penalty: 4249.577637
	Iteration 19Q: 3 clusters Score -808416.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -808470.437500 Penalty: 4249.577637
	Iteration 20F: 3 clusters Score -808470.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -808516.125000 Penalty: 4249.577637
	Iteration 21Q: 3 clusters Score -808516.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -808554.375000 Penalty: 4249.577637
	Iteration 22Q: 3 clusters Score -808554.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -808593.500000 Penalty: 4249.577637
	Iteration 23Q: 3 clusters Score -808593.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -808624.125000 Penalty: 4249.577637
	Iteration 24Q: 3 clusters Score -808624.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -808647.687500 Penalty: 4249.577637
	Iteration 25Q: 3 clusters Score -808647.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -808664.812500 Penalty: 4249.577637
	Iteration 26Q: 3 clusters Score -808664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -808681.750000 Penalty: 4249.577637
	Iteration 27Q: 3 clusters Score -808681.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -808696.687500 Penalty: 4249.577637
	Iteration 28Q: 3 clusters Score -808696.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -808712.062500 Penalty: 4249.577637
	Iteration 29Q: 3 clusters Score -808712.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -808733.687500 Penalty: 4249.577637
	Iteration 30Q: 3 clusters Score -808733.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -808746.000000 Penalty: 4249.577637
	Iteration 31Q: 3 clusters Score -808746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -808761.187500 Penalty: 4249.577637
	Iteration 32Q: 3 clusters Score -808761.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -808772.375000 Penalty: 4249.577637
	Iteration 33Q: 3 clusters Score -808772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -808784.437500 Penalty: 4249.577637
	Iteration 34Q: 3 clusters Score -808784.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -808788.625000 Penalty: 4249.577637
	Iteration 35Q: 3 clusters Score -808788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -808794.625000 Penalty: 4249.577637
	Iteration 36Q: 3 clusters Score -808794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -808796.687500 Penalty: 4249.577637
	Iteration 37Q: 3 clusters Score -808796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -808801.125000 Penalty: 4249.577637
	Iteration 38Q: 3 clusters Score -808801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -808805.000000 Penalty: 4249.577637
	Iteration 39Q: 3 clusters Score -808805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -808806.625000 Penalty: 4249.577637
	Iteration 40F: 3 clusters Score -808806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -808807.875000 Penalty: 4249.577637
	Iteration 41Q: 3 clusters Score -808807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -808810.187500 Penalty: 4249.577637
	Iteration 42Q: 3 clusters Score -808810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -808810.187500 Penalty: 4249.577637
	Iteration 43F: 3 clusters Score -808810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -37113.867188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -37113.87 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 130 members 
Entering Unmasked Estep 
Score: -35987.351562 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -35987.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36074.035156 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -36074.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36100.894531 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -36100.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36121.847656 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -36121.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36137.949219 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -36137.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36141.824219 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -36141.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36141.824219 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -36141.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -117587.859375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -117587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115830.546875 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -115830.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116346.546875 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -116346.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116615.625000 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -116615.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116796.812500 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -116796.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -116921.843750 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -116921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -117001.820312 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -117001.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -117046.992188 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -117047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -117080.500000 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -117080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -117099.476562 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -117099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -117109.585938 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -117109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -117111.539062 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -117111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -117113.164062 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -117113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -117116.062500 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -117116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -117116.062500 Penalty: 3347.965820
	Iteration 13F: 3 clusters Score -117116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -65662.750000 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -65662.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64175.628906 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -64175.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64464.976562 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -64464.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64599.214844 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -64599.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64688.519531 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -64688.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64774.289062 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -64774.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64811.203125 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -64811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64817.816406 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -64817.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64830.855469 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -64830.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64840.355469 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -64840.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64844.542969 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -64844.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64858.187500 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -64858.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64860.996094 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -64861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64860.996094 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -64861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -641464.812500 Penalty: 2083.251953
	Iteration 0F: 2 clusters Score -641464.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -637273.562500 Penalty: 4166.503906
	Iteration 0F: 3 clusters Score -637273.6 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -638289.000000 Penalty: 4166.503906
	Iteration 1F: 3 clusters Score -638289 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -638622.687500 Penalty: 4166.503906
	Iteration 2F: 3 clusters Score -638622.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -639025.812500 Penalty: 4166.503906
	Iteration 3F: 3 clusters Score -639025.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -639554.500000 Penalty: 4166.503906
	Iteration 4F: 3 clusters Score -639554.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -640063.562500 Penalty: 4166.503906
	Iteration 5F: 3 clusters Score -640063.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -640530.812500 Penalty: 4166.503906
	Iteration 6F: 3 clusters Score -640530.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -640809.875000 Penalty: 4166.503906
	Iteration 7F: 3 clusters Score -640809.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -640962.250000 Penalty: 4166.503906
	Iteration 8Q: 3 clusters Score -640962.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -641045.187500 Penalty: 4166.503906
	Iteration 9Q: 3 clusters Score -641045.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -641079.750000 Penalty: 4166.503906
	Iteration 10Q: 3 clusters Score -641079.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -641094.312500 Penalty: 4166.503906
	Iteration 11Q: 3 clusters Score -641094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -641101.562500 Penalty: 4166.503906
	Iteration 12Q: 3 clusters Score -641101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -641104.375000 Penalty: 4166.503906
	Iteration 13Q: 3 clusters Score -641104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -641104.875000 Penalty: 4166.503906
	Iteration 14Q: 3 clusters Score -641104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -641105.312500 Penalty: 4166.503906
	Iteration 15Q: 3 clusters Score -641105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -641105.312500 Penalty: 4166.503906
	Iteration 16F: 3 clusters Score -641105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Entering Unmasked Estep 
Score: -804092.250000 Penalty: 2136.710938
	Iteration 0F: 2 clusters Score -804092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -799172.625000 Penalty: 4273.421875
	Iteration 0F: 3 clusters Score -799172.6 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -800427.687500 Penalty: 4273.421875
	Iteration 1F: 3 clusters Score -800427.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -800709.250000 Penalty: 4273.421875
	Iteration 2F: 3 clusters Score -800709.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -800993.875000 Penalty: 4273.421875
	Iteration 3F: 3 clusters Score -800993.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -801268.875000 Penalty: 4273.421875
	Iteration 4F: 3 clusters Score -801268.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -801533.312500 Penalty: 4273.421875
	Iteration 5F: 3 clusters Score -801533.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -801773.312500 Penalty: 4273.421875
	Iteration 6F: 3 clusters Score -801773.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -801949.125000 Penalty: 4273.421875
	Iteration 7Q: 3 clusters Score -801949.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -802092.187500 Penalty: 4273.421875
	Iteration 8Q: 3 clusters Score -802092.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -802202.625000 Penalty: 4273.421875
	Iteration 9Q: 3 clusters Score -802202.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -802287.062500 Penalty: 4273.421875
	Iteration 10Q: 3 clusters Score -802287.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -802359.937500 Penalty: 4273.421875
	Iteration 11Q: 3 clusters Score -802359.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -802423.187500 Penalty: 4273.421875
	Iteration 12Q: 3 clusters Score -802423.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -802471.500000 Penalty: 4273.421875
	Iteration 13Q: 3 clusters Score -802471.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -802503.812500 Penalty: 4273.421875
	Iteration 14Q: 3 clusters Score -802503.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -802537.375000 Penalty: 4273.421875
	Iteration 15Q: 3 clusters Score -802537.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -802571.062500 Penalty: 4273.421875
	Iteration 16Q: 3 clusters Score -802571.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -802598.875000 Penalty: 4273.421875
	Iteration 17Q: 3 clusters Score -802598.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -802632.750000 Penalty: 4273.421875
	Iteration 18Q: 3 clusters Score -802632.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -802679.312500 Penalty: 4273.421875
	Iteration 19Q: 3 clusters Score -802679.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -802724.500000 Penalty: 4273.421875
	Iteration 20F: 3 clusters Score -802724.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -802754.312500 Penalty: 4273.421875
	Iteration 21Q: 3 clusters Score -802754.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -802775.437500 Penalty: 4273.421875
	Iteration 22Q: 3 clusters Score -802775.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -802796.562500 Penalty: 4273.421875
	Iteration 23Q: 3 clusters Score -802796.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -802806.750000 Penalty: 4273.421875
	Iteration 24Q: 3 clusters Score -802806.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -802819.250000 Penalty: 4273.421875
	Iteration 25Q: 3 clusters Score -802819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -802826.125000 Penalty: 4273.421875
	Iteration 26Q: 3 clusters Score -802826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -802831.750000 Penalty: 4273.421875
	Iteration 27Q: 3 clusters Score -802831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -802832.000000 Penalty: 4273.421875
	Iteration 28Q: 3 clusters Score -802832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -802836.562500 Penalty: 4273.421875
	Iteration 29Q: 3 clusters Score -802836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -802840.312500 Penalty: 4273.421875
	Iteration 30Q: 3 clusters Score -802840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -802842.875000 Penalty: 4273.421875
	Iteration 31Q: 3 clusters Score -802842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -802848.687500 Penalty: 4273.421875
	Iteration 32Q: 3 clusters Score -802848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -802853.937500 Penalty: 4273.421875
	Iteration 33Q: 3 clusters Score -802853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -802860.750000 Penalty: 4273.421875
	Iteration 34Q: 3 clusters Score -802860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -802864.750000 Penalty: 4273.421875
	Iteration 35Q: 3 clusters Score -802864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -802870.187500 Penalty: 4273.421875
	Iteration 36Q: 3 clusters Score -802870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -802873.125000 Penalty: 4273.421875
	Iteration 37Q: 3 clusters Score -802873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -802872.937500 Penalty: 4273.421875
	Iteration 38Q: 3 clusters Score -802872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -802874.437500 Penalty: 4273.421875
	Iteration 39Q: 3 clusters Score -802874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -802877.000000 Penalty: 4273.421875
	Iteration 40F: 3 clusters Score -802877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -802877.812500 Penalty: 4273.421875
	Iteration 41Q: 3 clusters Score -802877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -802876.812500 Penalty: 4273.421875
	Iteration 42Q: 3 clusters Score -802876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -802878.375000 Penalty: 4273.421875
	Iteration 43Q: 3 clusters Score -802878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -802879.937500 Penalty: 4273.421875
	Iteration 44Q: 3 clusters Score -802879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -802883.125000 Penalty: 4273.421875
	Iteration 45Q: 3 clusters Score -802883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -802882.687500 Penalty: 4273.421875
	Iteration 46Q: 3 clusters Score -802882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -802884.250000 Penalty: 4273.421875
	Iteration 47Q: 3 clusters Score -802884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -802885.562500 Penalty: 4273.421875
	Iteration 48Q: 3 clusters Score -802885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -802885.812500 Penalty: 4273.421875
	Iteration 49Q: 3 clusters Score -802885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -802887.437500 Penalty: 4273.421875
	Iteration 50Q: 3 clusters Score -802887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -802890.250000 Penalty: 4273.421875
	Iteration 51Q: 3 clusters Score -802890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -802894.437500 Penalty: 4273.421875
	Iteration 52Q: 3 clusters Score -802894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -802894.625000 Penalty: 4273.421875
	Iteration 53Q: 3 clusters Score -802894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -802897.937500 Penalty: 4273.421875
	Iteration 54Q: 3 clusters Score -802897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -802897.562500 Penalty: 4273.421875
	Iteration 55Q: 3 clusters Score -802897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -802897.562500 Penalty: 4273.421875
	Iteration 56Q: 3 clusters Score -802897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -802900.000000 Penalty: 4273.421875
	Iteration 57Q: 3 clusters Score -802900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -802900.000000 Penalty: 4273.421875
	Iteration 58F: 3 clusters Score -802900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -211247.328125 Penalty: 1813.513184
	Iteration 0F: 2 clusters Score -211247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209009.656250 Penalty: 3627.026367
	Iteration 0F: 3 clusters Score -209009.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -209459.296875 Penalty: 3627.026367
	Iteration 1F: 3 clusters Score -209459.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -209696.453125 Penalty: 3627.026367
	Iteration 2F: 3 clusters Score -209696.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209874.921875 Penalty: 3627.026367
	Iteration 3F: 3 clusters Score -209874.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210007.000000 Penalty: 3627.026367
	Iteration 4F: 3 clusters Score -210007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -210108.296875 Penalty: 3627.026367
	Iteration 5Q: 3 clusters Score -210108.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210204.718750 Penalty: 3627.026367
	Iteration 6Q: 3 clusters Score -210204.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -210283.968750 Penalty: 3627.026367
	Iteration 7Q: 3 clusters Score -210284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -210363.500000 Penalty: 3627.026367
	Iteration 8Q: 3 clusters Score -210363.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -210411.781250 Penalty: 3627.026367
	Iteration 9Q: 3 clusters Score -210411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210461.812500 Penalty: 3627.026367
	Iteration 10Q: 3 clusters Score -210461.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -210509.531250 Penalty: 3627.026367
	Iteration 11Q: 3 clusters Score -210509.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210547.531250 Penalty: 3627.026367
	Iteration 12Q: 3 clusters Score -210547.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -210576.015625 Penalty: 3627.026367
	Iteration 13Q: 3 clusters Score -210576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210600.281250 Penalty: 3627.026367
	Iteration 14Q: 3 clusters Score -210600.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210620.312500 Penalty: 3627.026367
	Iteration 15Q: 3 clusters Score -210620.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210655.921875 Penalty: 3627.026367
	Iteration 16Q: 3 clusters Score -210655.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210690.875000 Penalty: 3627.026367
	Iteration 17Q: 3 clusters Score -210690.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210706.937500 Penalty: 3627.026367
	Iteration 18Q: 3 clusters Score -210706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210713.656250 Penalty: 3627.026367
	Iteration 19Q: 3 clusters Score -210713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -210719.218750 Penalty: 3627.026367
	Iteration 20F: 3 clusters Score -210719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210732.468750 Penalty: 3627.026367
	Iteration 21Q: 3 clusters Score -210732.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -210745.843750 Penalty: 3627.026367
	Iteration 22Q: 3 clusters Score -210745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210761.765625 Penalty: 3627.026367
	Iteration 23Q: 3 clusters Score -210761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -210771.312500 Penalty: 3627.026367
	Iteration 24Q: 3 clusters Score -210771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210779.781250 Penalty: 3627.026367
	Iteration 25Q: 3 clusters Score -210779.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -210785.140625 Penalty: 3627.026367
	Iteration 26Q: 3 clusters Score -210785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -210785.140625 Penalty: 3627.026367
	Iteration 27F: 3 clusters Score -210785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -106516.828125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -106516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104744.148438 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -104744.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105054.898438 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -105054.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105202.804688 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -105202.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105326.031250 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -105326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105448.804688 Penalty: 3286.194580
	Iteration 4F: 3 clusters Score -105448.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105591.617188 Penalty: 3286.194580
	Iteration 5F: 3 clusters Score -105591.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105688.406250 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -105688.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105769.453125 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -105769.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105800.500000 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -105800.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105819.351562 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -105819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105820.515625 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -105820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105822.273438 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -105822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105823.843750 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -105823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105823.843750 Penalty: 3286.194580
	Iteration 13F: 3 clusters Score -105823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Entering Unmasked Estep 
Score: -4068756.250000 Penalty: 2530.564209
	Iteration 0F: 2 clusters Score -4068756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4050216.750000 Penalty: 5061.128418
	Iteration 0F: 3 clusters Score -4050217 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4056757.000000 Penalty: 5061.128418
	Iteration 1F: 3 clusters Score -4056757 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4057380.750000 Penalty: 5061.128418
	Iteration 2F: 3 clusters Score -4057381 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -4058186.000000 Penalty: 5061.128418
	Iteration 3F: 3 clusters Score -4058186 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4059309.250000 Penalty: 5061.128418
	Iteration 4F: 3 clusters Score -4059309 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4060827.000000 Penalty: 5061.128418
	Iteration 5F: 3 clusters Score -4060827 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4062710.750000 Penalty: 5061.128418
	Iteration 6F: 3 clusters Score -4062711 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4064500.500000 Penalty: 5061.128418
	Iteration 7F: 3 clusters Score -4064500 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4065592.250000 Penalty: 5061.128418
	Iteration 8Q: 3 clusters Score -4065592 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4066190.250000 Penalty: 5061.128418
	Iteration 9Q: 3 clusters Score -4066190 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4066430.500000 Penalty: 5061.128418
	Iteration 10Q: 3 clusters Score -4066430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4066521.500000 Penalty: 5061.128418
	Iteration 11Q: 3 clusters Score -4066522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4066557.000000 Penalty: 5061.128418
	Iteration 12Q: 3 clusters Score -4066557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4066590.500000 Penalty: 5061.128418
	Iteration 13Q: 3 clusters Score -4066590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4066622.250000 Penalty: 5061.128418
	Iteration 14Q: 3 clusters Score -4066622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4066631.500000 Penalty: 5061.128418
	Iteration 15Q: 3 clusters Score -4066632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4066642.250000 Penalty: 5061.128418
	Iteration 16Q: 3 clusters Score -4066642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4066645.250000 Penalty: 5061.128418
	Iteration 17Q: 3 clusters Score -4066645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4066652.000000 Penalty: 5061.128418
	Iteration 18Q: 3 clusters Score -4066652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4066653.750000 Penalty: 5061.128418
	Iteration 19Q: 3 clusters Score -4066654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4066657.500000 Penalty: 5061.128418
	Iteration 20F: 3 clusters Score -4066658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4066668.750000 Penalty: 5061.128418
	Iteration 21Q: 3 clusters Score -4066669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4066672.750000 Penalty: 5061.128418
	Iteration 22Q: 3 clusters Score -4066673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4066675.000000 Penalty: 5061.128418
	Iteration 23Q: 3 clusters Score -4066675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4066676.750000 Penalty: 5061.128418
	Iteration 24Q: 3 clusters Score -4066677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4066676.750000 Penalty: 5061.128418
	Iteration 25Q: 3 clusters Score -4066677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4066676.750000 Penalty: 5061.128418
	Iteration 26F: 3 clusters Score -4066677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Entering Unmasked Estep 
Score: -1346132.375000 Penalty: 2267.178223
	Iteration 0F: 2 clusters Score -1346132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1338923.250000 Penalty: 4534.356445
	Iteration 0F: 3 clusters Score -1338923 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1341348.625000 Penalty: 4534.356445
	Iteration 1F: 3 clusters Score -1341349 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1341939.250000 Penalty: 4534.356445
	Iteration 2F: 3 clusters Score -1341939 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1342446.375000 Penalty: 4534.356445
	Iteration 3F: 3 clusters Score -1342446 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1342944.875000 Penalty: 4534.356445
	Iteration 4F: 3 clusters Score -1342945 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1343370.750000 Penalty: 4534.356445
	Iteration 5F: 3 clusters Score -1343371 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1343688.125000 Penalty: 4534.356445
	Iteration 6Q: 3 clusters Score -1343688 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1343941.000000 Penalty: 4534.356445
	Iteration 7Q: 3 clusters Score -1343941 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1344137.000000 Penalty: 4534.356445
	Iteration 8Q: 3 clusters Score -1344137 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1344297.750000 Penalty: 4534.356445
	Iteration 9Q: 3 clusters Score -1344298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1344445.250000 Penalty: 4534.356445
	Iteration 10Q: 3 clusters Score -1344445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1344551.750000 Penalty: 4534.356445
	Iteration 11Q: 3 clusters Score -1344552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1344626.500000 Penalty: 4534.356445
	Iteration 12Q: 3 clusters Score -1344626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1344690.500000 Penalty: 4534.356445
	Iteration 13Q: 3 clusters Score -1344690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1344733.750000 Penalty: 4534.356445
	Iteration 14Q: 3 clusters Score -1344734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1344764.125000 Penalty: 4534.356445
	Iteration 15Q: 3 clusters Score -1344764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1344783.250000 Penalty: 4534.356445
	Iteration 16Q: 3 clusters Score -1344783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1344797.625000 Penalty: 4534.356445
	Iteration 17Q: 3 clusters Score -1344798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1344814.750000 Penalty: 4534.356445
	Iteration 18Q: 3 clusters Score -1344815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1344825.250000 Penalty: 4534.356445
	Iteration 19Q: 3 clusters Score -1344825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1344838.625000 Penalty: 4534.356445
	Iteration 20F: 3 clusters Score -1344839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1344842.875000 Penalty: 4534.356445
	Iteration 21Q: 3 clusters Score -1344843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1344849.625000 Penalty: 4534.356445
	Iteration 22Q: 3 clusters Score -1344850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1344852.750000 Penalty: 4534.356445
	Iteration 23Q: 3 clusters Score -1344853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1344856.750000 Penalty: 4534.356445
	Iteration 24Q: 3 clusters Score -1344857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1344861.875000 Penalty: 4534.356445
	Iteration 25Q: 3 clusters Score -1344862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1344865.125000 Penalty: 4534.356445
	Iteration 26Q: 3 clusters Score -1344865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1344868.875000 Penalty: 4534.356445
	Iteration 27Q: 3 clusters Score -1344869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1344868.625000 Penalty: 4534.356445
	Iteration 28Q: 3 clusters Score -1344869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1344869.500000 Penalty: 4534.356445
	Iteration 29Q: 3 clusters Score -1344870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1344872.375000 Penalty: 4534.356445
	Iteration 30Q: 3 clusters Score -1344872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1344872.875000 Penalty: 4534.356445
	Iteration 31Q: 3 clusters Score -1344873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1344871.875000 Penalty: 4534.356445
	Iteration 32Q: 3 clusters Score -1344872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1344871.875000 Penalty: 4534.356445
	Iteration 33F: 3 clusters Score -1344872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -324271.687500 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -324271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321536.968750 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -321537 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -322061.718750 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -322061.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -322193.593750 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -322193.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -322273.937500 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -322273.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322334.812500 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -322334.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -322386.250000 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -322386.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -322428.843750 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -322428.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -322454.281250 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -322454.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -322481.250000 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -322481.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -322502.062500 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -322502.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -322518.593750 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -322518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -322534.093750 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -322534.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -322549.750000 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -322549.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -322564.531250 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -322564.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -322577.968750 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -322578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -322590.343750 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -322590.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -322603.375000 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -322603.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -322618.875000 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -322618.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -322628.375000 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -322628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -322637.968750 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -322638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -322651.812500 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -322651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -322661.875000 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -322661.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -322671.968750 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -322672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -322681.375000 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -322681.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -322687.375000 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -322687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -322693.593750 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -322693.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -322703.906250 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -322703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -322714.375000 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -322714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -322725.468750 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -322725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -322736.562500 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -322736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -322746.406250 Penalty: 3810.739990
	Iteration 30Q: 3 clusters Score -322746.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -322761.750000 Penalty: 3810.739990
	Iteration 31Q: 3 clusters Score -322761.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322772.750000 Penalty: 3810.739990
	Iteration 32Q: 3 clusters Score -322772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -322779.187500 Penalty: 3810.739990
	Iteration 33Q: 3 clusters Score -322779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -322788.406250 Penalty: 3810.739990
	Iteration 34Q: 3 clusters Score -322788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -322799.375000 Penalty: 3810.739990
	Iteration 35Q: 3 clusters Score -322799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -322806.375000 Penalty: 3810.739990
	Iteration 36Q: 3 clusters Score -322806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -322812.062500 Penalty: 3810.739990
	Iteration 37Q: 3 clusters Score -322812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -322820.718750 Penalty: 3810.739990
	Iteration 38Q: 3 clusters Score -322820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -322823.093750 Penalty: 3810.739990
	Iteration 39Q: 3 clusters Score -322823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -322827.031250 Penalty: 3810.739990
	Iteration 40F: 3 clusters Score -322827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -322835.343750 Penalty: 3810.739990
	Iteration 41Q: 3 clusters Score -322835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -322842.250000 Penalty: 3810.739990
	Iteration 42Q: 3 clusters Score -322842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -322848.093750 Penalty: 3810.739990
	Iteration 43Q: 3 clusters Score -322848.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -322856.343750 Penalty: 3810.739990
	Iteration 44Q: 3 clusters Score -322856.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -322864.843750 Penalty: 3810.739990
	Iteration 45Q: 3 clusters Score -322864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -322879.625000 Penalty: 3810.739990
	Iteration 46Q: 3 clusters Score -322879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -322892.250000 Penalty: 3810.739990
	Iteration 47Q: 3 clusters Score -322892.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -322900.437500 Penalty: 3810.739990
	Iteration 48Q: 3 clusters Score -322900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -322904.875000 Penalty: 3810.739990
	Iteration 49Q: 3 clusters Score -322904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -322906.781250 Penalty: 3810.739990
	Iteration 50Q: 3 clusters Score -322906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -322908.750000 Penalty: 3810.739990
	Iteration 51Q: 3 clusters Score -322908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -322909.812500 Penalty: 3810.739990
	Iteration 52Q: 3 clusters Score -322909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -322910.687500 Penalty: 3810.739990
	Iteration 53Q: 3 clusters Score -322910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -322911.750000 Penalty: 3810.739990
	Iteration 54Q: 3 clusters Score -322911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -322911.750000 Penalty: 3810.739990
	Iteration 55F: 3 clusters Score -322911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Entering Unmasked Estep 
Score: -1754914.000000 Penalty: 2321.868896
	Iteration 0F: 2 clusters Score -1754914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1746261.500000 Penalty: 4643.737793
	Iteration 0F: 3 clusters Score -1746262 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1748822.250000 Penalty: 4643.737793
	Iteration 1F: 3 clusters Score -1748822 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1749109.750000 Penalty: 4643.737793
	Iteration 2F: 3 clusters Score -1749110 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1749301.250000 Penalty: 4643.737793
	Iteration 3Q: 3 clusters Score -1749301 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1749431.500000 Penalty: 4643.737793
	Iteration 4Q: 3 clusters Score -1749432 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1749558.625000 Penalty: 4643.737793
	Iteration 5Q: 3 clusters Score -1749559 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1749679.250000 Penalty: 4643.737793
	Iteration 6Q: 3 clusters Score -1749679 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1749800.250000 Penalty: 4643.737793
	Iteration 7Q: 3 clusters Score -1749800 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1749900.125000 Penalty: 4643.737793
	Iteration 8Q: 3 clusters Score -1749900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1750003.625000 Penalty: 4643.737793
	Iteration 9Q: 3 clusters Score -1750004 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1750150.875000 Penalty: 4643.737793
	Iteration 10Q: 3 clusters Score -1750151 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1750336.250000 Penalty: 4643.737793
	Iteration 11Q: 3 clusters Score -1750336 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1750512.000000 Penalty: 4643.737793
	Iteration 12Q: 3 clusters Score -1750512 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1750683.750000 Penalty: 4643.737793
	Iteration 13Q: 3 clusters Score -1750684 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1750868.875000 Penalty: 4643.737793
	Iteration 14Q: 3 clusters Score -1750869 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1751060.375000 Penalty: 4643.737793
	Iteration 15Q: 3 clusters Score -1751060 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1751273.125000 Penalty: 4643.737793
	Iteration 16Q: 3 clusters Score -1751273 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1751490.750000 Penalty: 4643.737793
	Iteration 17Q: 3 clusters Score -1751491 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1751702.000000 Penalty: 4643.737793
	Iteration 18Q: 3 clusters Score -1751702 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1751896.250000 Penalty: 4643.737793
	Iteration 19Q: 3 clusters Score -1751896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1752103.750000 Penalty: 4643.737793
	Iteration 20F: 3 clusters Score -1752104 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1752287.500000 Penalty: 4643.737793
	Iteration 21Q: 3 clusters Score -1752288 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1752446.375000 Penalty: 4643.737793
	Iteration 22Q: 3 clusters Score -1752446 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1752558.500000 Penalty: 4643.737793
	Iteration 23Q: 3 clusters Score -1752558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1752639.500000 Penalty: 4643.737793
	Iteration 24Q: 3 clusters Score -1752640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1752692.000000 Penalty: 4643.737793
	Iteration 25Q: 3 clusters Score -1752692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1752728.750000 Penalty: 4643.737793
	Iteration 26Q: 3 clusters Score -1752729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1752762.000000 Penalty: 4643.737793
	Iteration 27Q: 3 clusters Score -1752762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1752800.250000 Penalty: 4643.737793
	Iteration 28Q: 3 clusters Score -1752800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1752830.875000 Penalty: 4643.737793
	Iteration 29Q: 3 clusters Score -1752831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1752855.125000 Penalty: 4643.737793
	Iteration 30Q: 3 clusters Score -1752855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1752871.750000 Penalty: 4643.737793
	Iteration 31Q: 3 clusters Score -1752872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1752881.750000 Penalty: 4643.737793
	Iteration 32Q: 3 clusters Score -1752882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1752882.750000 Penalty: 4643.737793
	Iteration 33Q: 3 clusters Score -1752883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1752887.875000 Penalty: 4643.737793
	Iteration 34Q: 3 clusters Score -1752888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1752888.875000 Penalty: 4643.737793
	Iteration 35Q: 3 clusters Score -1752889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1752891.750000 Penalty: 4643.737793
	Iteration 36Q: 3 clusters Score -1752892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1752893.125000 Penalty: 4643.737793
	Iteration 37Q: 3 clusters Score -1752893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1752890.625000 Penalty: 4643.737793
	Iteration 38Q: 3 clusters Score -1752891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1752890.625000 Penalty: 4643.737793
	Iteration 39F: 3 clusters Score -1752891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Entering Unmasked Estep 
Score: -1472936.875000 Penalty: 2276.891602
	Iteration 0F: 2 clusters Score -1472937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1465452.875000 Penalty: 4553.783203
	Iteration 0F: 3 clusters Score -1465453 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1467659.375000 Penalty: 4553.783203
	Iteration 1F: 3 clusters Score -1467659 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1468010.125000 Penalty: 4553.783203
	Iteration 2F: 3 clusters Score -1468010 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1468373.625000 Penalty: 4553.783203
	Iteration 3F: 3 clusters Score -1468374 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1468737.375000 Penalty: 4553.783203
	Iteration 4F: 3 clusters Score -1468737 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1469071.000000 Penalty: 4553.783203
	Iteration 5F: 3 clusters Score -1469071 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1469379.500000 Penalty: 4553.783203
	Iteration 6F: 3 clusters Score -1469380 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1469672.000000 Penalty: 4553.783203
	Iteration 7Q: 3 clusters Score -1469672 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1469986.250000 Penalty: 4553.783203
	Iteration 8Q: 3 clusters Score -1469986 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1470281.375000 Penalty: 4553.783203
	Iteration 9Q: 3 clusters Score -1470281 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1470576.000000 Penalty: 4553.783203
	Iteration 10Q: 3 clusters Score -1470576 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1470844.000000 Penalty: 4553.783203
	Iteration 11Q: 3 clusters Score -1470844 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1471036.875000 Penalty: 4553.783203
	Iteration 12Q: 3 clusters Score -1471037 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1471195.500000 Penalty: 4553.783203
	Iteration 13Q: 3 clusters Score -1471196 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1471309.250000 Penalty: 4553.783203
	Iteration 14Q: 3 clusters Score -1471309 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1471396.875000 Penalty: 4553.783203
	Iteration 15Q: 3 clusters Score -1471397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1471459.375000 Penalty: 4553.783203
	Iteration 16Q: 3 clusters Score -1471459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1471510.125000 Penalty: 4553.783203
	Iteration 17Q: 3 clusters Score -1471510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1471547.625000 Penalty: 4553.783203
	Iteration 18Q: 3 clusters Score -1471548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1471568.500000 Penalty: 4553.783203
	Iteration 19Q: 3 clusters Score -1471568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1471594.250000 Penalty: 4553.783203
	Iteration 20F: 3 clusters Score -1471594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1471614.375000 Penalty: 4553.783203
	Iteration 21Q: 3 clusters Score -1471614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1471629.750000 Penalty: 4553.783203
	Iteration 22Q: 3 clusters Score -1471630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1471644.000000 Penalty: 4553.783203
	Iteration 23Q: 3 clusters Score -1471644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1471649.375000 Penalty: 4553.783203
	Iteration 24Q: 3 clusters Score -1471649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1471662.000000 Penalty: 4553.783203
	Iteration 25Q: 3 clusters Score -1471662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1471665.375000 Penalty: 4553.783203
	Iteration 26Q: 3 clusters Score -1471665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1471667.125000 Penalty: 4553.783203
	Iteration 27Q: 3 clusters Score -1471667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1471670.375000 Penalty: 4553.783203
	Iteration 28Q: 3 clusters Score -1471670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1471671.125000 Penalty: 4553.783203
	Iteration 29Q: 3 clusters Score -1471671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1471671.875000 Penalty: 4553.783203
	Iteration 30Q: 3 clusters Score -1471672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1471673.750000 Penalty: 4553.783203
	Iteration 31Q: 3 clusters Score -1471674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1471674.250000 Penalty: 4553.783203
	Iteration 32Q: 3 clusters Score -1471674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1471672.625000 Penalty: 4553.783203
	Iteration 33Q: 3 clusters Score -1471673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1471676.000000 Penalty: 4553.783203
	Iteration 34Q: 3 clusters Score -1471676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1471676.000000 Penalty: 4553.783203
	Iteration 35F: 3 clusters Score -1471676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -31840.433594 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -31840.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30906.671875 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -30906.67 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31778.132812 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -31778.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32136.242188 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -32136.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32389.787109 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -32389.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32463.626953 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -32463.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32521.486328 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -32521.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32553.070312 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -32553.07 nChanged 3
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: -32573.296875 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -32573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32583.347656 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -32583.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32586.324219 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -32586.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32592.246094 Penalty: 2992.410889
	Iteration 10F: 3 clusters Score -32592.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32632.896484 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -32632.9 nChanged 1
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: -32651.224609 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -32651.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32659.771484 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -32659.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32662.417969 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -32662.42 nChanged 1
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: -32668.097656 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -32668.1 nChanged 1
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: -32671.703125 Penalty: 2992.410889
	Iteration 16Q: 3 clusters Score -32671.7 nChanged 1
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: -32675.398438 Penalty: 2992.410889
	Iteration 17Q: 3 clusters Score -32675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32681.443359 Penalty: 2992.410889
	Iteration 18Q: 3 clusters Score -32681.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32687.240234 Penalty: 2992.410889
	Iteration 19F: 3 clusters Score -32687.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32806.125000 Penalty: 2992.410889
	Iteration 20F: 3 clusters Score -32806.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32812.773438 Penalty: 2992.410889
	Iteration 21Q: 3 clusters Score -32812.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32812.773438 Penalty: 2992.410889
	Iteration 22F: 3 clusters Score -32812.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27008 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 173889 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35669 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74828 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43943 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10856 members 
Mstep: Class 45 contains 148 members 
Entering Unmasked Estep 
Score: -70340992.000000 Penalty: 145776.453125
Splitting cluster 19 changes total score from -70341728.000000 to -70340992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (173889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Entering Unmasked Estep 
Score: -26556038.000000 Penalty: 2992.410889
	Iteration 0F: 2 clusters Score -2.655604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -26444552.000000 Penalty: 5984.821777
	Iteration 0F: 3 clusters Score -2.644455e+07 nChanged 83247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -26492500.000000 Penalty: 5984.821777
	Iteration 1F: 3 clusters Score -2.64925e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -26493582.000000 Penalty: 5984.821777
	Iteration 2Q: 3 clusters Score -2.649358e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -26495424.000000 Penalty: 5984.821777
	Iteration 3Q: 3 clusters Score -2.649542e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -26498812.000000 Penalty: 5984.821777
	Iteration 4Q: 3 clusters Score -2.649881e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -26505110.000000 Penalty: 5984.821777
	Iteration 5F: 3 clusters Score -2.650511e+07 nChanged 14740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132726 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -26516712.000000 Penalty: 5984.821777
	Iteration 6F: 3 clusters Score -2.651671e+07 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149587 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -26532138.000000 Penalty: 5984.821777
	Iteration 7F: 3 clusters Score -2.653214e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -26544640.000000 Penalty: 5984.821777
	Iteration 8F: 3 clusters Score -2.654464e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -26550704.000000 Penalty: 5984.821777
	Iteration 9Q: 3 clusters Score -2.65507e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173035 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -26552496.000000 Penalty: 5984.821777
	Iteration 10Q: 3 clusters Score -2.65525e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173539 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26552958.000000 Penalty: 5984.821777
	Iteration 11Q: 3 clusters Score -2.655296e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173649 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26553152.000000 Penalty: 5984.821777
	Iteration 12Q: 3 clusters Score -2.655315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26553192.000000 Penalty: 5984.821777
	Iteration 13Q: 3 clusters Score -2.655319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26553204.000000 Penalty: 5984.821777
	Iteration 14Q: 3 clusters Score -2.65532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173681 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26553204.000000 Penalty: 5984.821777
	Iteration 15Q: 3 clusters Score -2.65532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173683 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26553222.000000 Penalty: 5984.821777
	Iteration 16Q: 3 clusters Score -2.655322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173683 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26553228.000000 Penalty: 5984.821777
	Iteration 17Q: 3 clusters Score -2.655323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173684 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26553226.000000 Penalty: 5984.821777
	Iteration 18Q: 3 clusters Score -2.655323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173684 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26553226.000000 Penalty: 5984.821777
	Iteration 19F: 3 clusters Score -2.655323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -87662.804688 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -87662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86072.351562 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -86072.35 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86345.304688 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -86345.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86405.023438 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -86405.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86432.132812 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -86432.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86450.968750 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -86450.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86467.609375 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -86467.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86480.460938 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -86480.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86498.984375 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -86498.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86540.882812 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -86540.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -86615.546875 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -86615.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86734.968750 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -86734.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -86860.460938 Penalty: 3213.340576
	Iteration 11F: 3 clusters Score -86860.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -87083.367188 Penalty: 3213.340576
	Iteration 12F: 3 clusters Score -87083.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -87330.718750 Penalty: 3213.340576
	Iteration 13F: 3 clusters Score -87330.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -87436.945312 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -87436.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87474.828125 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -87474.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -87488.000000 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -87488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -87496.578125 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -87496.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87498.851562 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -87498.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87498.851562 Penalty: 3213.340576
	Iteration 19F: 3 clusters Score -87498.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -46782.371094 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -46782.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45425.460938 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -45425.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45561.375000 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -45561.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45598.562500 Penalty: 2931.755127
	Iteration 2Q: 3 clusters Score -45598.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45635.070312 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -45635.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45660.480469 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -45660.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45678.765625 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -45678.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45682.929688 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -45682.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45691.542969 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -45691.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45696.632812 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -45696.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45696.632812 Penalty: 2931.755127
	Iteration 9F: 3 clusters Score -45696.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -94982.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -94982.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93294.343750 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -93294.34 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93766.593750 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -93766.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93940.265625 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -93940.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94011.929688 Penalty: 3273.535889
	Iteration 3Q: 3 clusters Score -94011.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94053.921875 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -94053.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94078.046875 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -94078.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94102.609375 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -94102.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94145.460938 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -94145.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94173.906250 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -94173.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94182.406250 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -94182.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94182.406250 Penalty: 3273.535889
	Iteration 10F: 3 clusters Score -94182.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -89384.429688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -89384.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87754.234375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -87754.23 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88144.820312 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -88144.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88372.578125 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -88372.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88656.929688 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -88656.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88829.101562 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -88829.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88951.820312 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -88951.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89027.414062 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -89027.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89061.171875 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -89061.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89070.515625 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -89070.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89091.578125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -89091.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89097.609375 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -89097.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89099.078125 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -89099.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89099.945312 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -89099.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89110.453125 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -89110.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89115.117188 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -89115.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89115.398438 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -89115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89115.398438 Penalty: 3234.228271
	Iteration 16F: 3 clusters Score -89115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30053.828125 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30053.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28998.101562 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -28998.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29185.005859 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29185.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29292.914062 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -29292.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29344.441406 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29344.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29360.113281 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29360.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29363.058594 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -29363.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29365.312500 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -29365.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29365.312500 Penalty: 2767.546143
	Iteration 7F: 3 clusters Score -29365.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -82485.312500 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -82485.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80981.859375 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -80981.86 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81259.960938 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -81259.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81344.156250 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -81344.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81393.226562 Penalty: 3200.216309
	Iteration 3Q: 3 clusters Score -81393.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81448.328125 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -81448.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81534.851562 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -81534.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81650.000000 Penalty: 3200.216309
	Iteration 6F: 3 clusters Score -81650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81750.484375 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -81750.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81967.007812 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -81967.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82159.648438 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -82159.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82232.484375 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -82232.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82243.085938 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -82243.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82249.445312 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -82249.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82280.554688 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -82280.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82282.062500 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -82282.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82335.218750 Penalty: 3200.216309
	Iteration 15F: 3 clusters Score -82335.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82512.195312 Penalty: 3200.216309
	Iteration 16Q: 3 clusters Score -82512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82589.148438 Penalty: 3200.216309
	Iteration 17Q: 3 clusters Score -82589.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82627.507812 Penalty: 3200.216309
	Iteration 18Q: 3 clusters Score -82627.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82642.132812 Penalty: 3200.216309
	Iteration 19Q: 3 clusters Score -82642.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82642.132812 Penalty: 3200.216309
	Iteration 20F: 3 clusters Score -82642.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27008 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173889 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 383 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35669 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74828 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43943 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10856 members 
Mstep: Class 45 contains 251 members 
Entering Unmasked Estep 
Score: -70340256.000000 Penalty: 145776.453125
Splitting cluster 26 changes total score from -70341728.000000 to -70340256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -310181.468750 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -310181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -307533.125000 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -307533.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -307998.718750 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -307998.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -308128.281250 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -308128.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -308212.218750 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -308212.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -308266.468750 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -308266.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -308295.906250 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -308295.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -308325.437500 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -308325.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -308348.218750 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -308348.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -308368.500000 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -308368.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -308381.031250 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -308381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -308387.281250 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -308387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -308395.656250 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -308395.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -308406.875000 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -308406.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -308420.781250 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -308420.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -308444.593750 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -308444.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -308463.343750 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -308463.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -308482.375000 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -308482.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -308497.781250 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -308497.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -308513.687500 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -308513.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -308536.156250 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -308536.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -308548.343750 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -308548.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -308559.843750 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -308559.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -308574.093750 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -308574.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -308592.937500 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -308592.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308607.375000 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -308607.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -308620.656250 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -308620.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -308637.968750 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -308638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -308656.250000 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -308656.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -308665.875000 Penalty: 3787.110840
	Iteration 28Q: 3 clusters Score -308665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -308678.031250 Penalty: 3787.110840
	Iteration 29Q: 3 clusters Score -308678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -308695.843750 Penalty: 3787.110840
	Iteration 30Q: 3 clusters Score -308695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -308718.187500 Penalty: 3787.110840
	Iteration 31Q: 3 clusters Score -308718.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -308735.593750 Penalty: 3787.110840
	Iteration 32Q: 3 clusters Score -308735.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -308762.437500 Penalty: 3787.110840
	Iteration 33Q: 3 clusters Score -308762.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -308781.312500 Penalty: 3787.110840
	Iteration 34Q: 3 clusters Score -308781.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -308791.906250 Penalty: 3787.110840
	Iteration 35Q: 3 clusters Score -308791.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -308801.593750 Penalty: 3787.110840
	Iteration 36Q: 3 clusters Score -308801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -308809.531250 Penalty: 3787.110840
	Iteration 37Q: 3 clusters Score -308809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -308816.781250 Penalty: 3787.110840
	Iteration 38Q: 3 clusters Score -308816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -308822.593750 Penalty: 3787.110840
	Iteration 39Q: 3 clusters Score -308822.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -308835.406250 Penalty: 3787.110840
	Iteration 40F: 3 clusters Score -308835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -308844.437500 Penalty: 3787.110840
	Iteration 41Q: 3 clusters Score -308844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -308849.781250 Penalty: 3787.110840
	Iteration 42Q: 3 clusters Score -308849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -308860.687500 Penalty: 3787.110840
	Iteration 43Q: 3 clusters Score -308860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308869.937500 Penalty: 3787.110840
	Iteration 44Q: 3 clusters Score -308869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -308876.000000 Penalty: 3787.110840
	Iteration 45Q: 3 clusters Score -308876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -308882.625000 Penalty: 3787.110840
	Iteration 46Q: 3 clusters Score -308882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -308892.875000 Penalty: 3787.110840
	Iteration 47Q: 3 clusters Score -308892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -308899.687500 Penalty: 3787.110840
	Iteration 48Q: 3 clusters Score -308899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -308906.187500 Penalty: 3787.110840
	Iteration 49Q: 3 clusters Score -308906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308911.843750 Penalty: 3787.110840
	Iteration 50Q: 3 clusters Score -308911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -308914.625000 Penalty: 3787.110840
	Iteration 51Q: 3 clusters Score -308914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -308915.156250 Penalty: 3787.110840
	Iteration 52Q: 3 clusters Score -308915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -308915.875000 Penalty: 3787.110840
	Iteration 53Q: 3 clusters Score -308915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -308918.531250 Penalty: 3787.110840
	Iteration 54Q: 3 clusters Score -308918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -308919.843750 Penalty: 3787.110840
	Iteration 55Q: 3 clusters Score -308919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -308920.312500 Penalty: 3787.110840
	Iteration 56Q: 3 clusters Score -308920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -308920.312500 Penalty: 3787.110840
	Iteration 57F: 3 clusters Score -308920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 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 82 members 
Entering Unmasked Estep 
Score: -18489.798828 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18582.417969 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -18582.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18615.531250 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -18615.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18634.771484 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -18634.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18634.771484 Penalty: 2478.617432
	Iteration 4F: 3 clusters Score -18634.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -289808.937500 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -289808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287170.875000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -287170.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287636.812500 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -287636.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -287793.718750 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -287793.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287920.312500 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -287920.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288012.250000 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -288012.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -288093.031250 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -288093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -288164.312500 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -288164.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -288221.406250 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -288221.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -288277.718750 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -288277.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -288352.031250 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -288352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -288434.062500 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -288434.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288529.250000 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -288529.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -288625.312500 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -288625.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -288692.656250 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -288692.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -288745.031250 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -288745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -288809.500000 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -288809.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -288883.937500 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -288883.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -288945.875000 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -288945.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -288998.687500 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -288998.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -289032.812500 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -289032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -289052.531250 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -289052.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -289066.500000 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -289066.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -289080.218750 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -289080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -289083.250000 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -289083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -289086.437500 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -289086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -289089.031250 Penalty: 3769.054443
	Iteration 25Q: 3 clusters Score -289089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -289090.125000 Penalty: 3769.054443
	Iteration 26Q: 3 clusters Score -289090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -289090.125000 Penalty: 3769.054443
	Iteration 27F: 3 clusters Score -289090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -156070.843750 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -156070.8 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 575 members 
Entering Unmasked Estep 
Score: -154016.531250 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -154016.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154402.359375 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -154402.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154559.765625 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -154559.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -154662.906250 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -154662.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154721.093750 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -154721.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154765.953125 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -154766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154808.406250 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -154808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154833.093750 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -154833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154883.140625 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -154883.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154933.703125 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -154933.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154977.250000 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -154977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155015.500000 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -155015.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155045.062500 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -155045.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155065.812500 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -155065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155097.781250 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -155097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155169.062500 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -155169.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155235.906250 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -155235.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155300.859375 Penalty: 3510.020264
	Iteration 17Q: 3 clusters Score -155300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -155327.906250 Penalty: 3510.020264
	Iteration 18Q: 3 clusters Score -155327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155340.640625 Penalty: 3510.020264
	Iteration 19Q: 3 clusters Score -155340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155344.968750 Penalty: 3510.020264
	Iteration 20F: 3 clusters Score -155345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155349.718750 Penalty: 3510.020264
	Iteration 21Q: 3 clusters Score -155349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155350.171875 Penalty: 3510.020264
	Iteration 22Q: 3 clusters Score -155350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -155351.859375 Penalty: 3510.020264
	Iteration 23Q: 3 clusters Score -155351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -155352.656250 Penalty: 3510.020264
	Iteration 24Q: 3 clusters Score -155352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -155352.656250 Penalty: 3510.020264
	Iteration 25F: 3 clusters Score -155352.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Entering Unmasked Estep 
Score: -5431817.000000 Penalty: 2599.545410
	Iteration 0F: 2 clusters Score -5431817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5407602.000000 Penalty: 5199.090820
	Iteration 0F: 3 clusters Score -5407602 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5416338.500000 Penalty: 5199.090820
	Iteration 1F: 3 clusters Score -5416338 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5416890.500000 Penalty: 5199.090820
	Iteration 2Q: 3 clusters Score -5416890 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5417434.500000 Penalty: 5199.090820
	Iteration 3Q: 3 clusters Score -5417434 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5417996.000000 Penalty: 5199.090820
	Iteration 4Q: 3 clusters Score -5417996 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -5418836.500000 Penalty: 5199.090820
	Iteration 5Q: 3 clusters Score -5418836 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -5419996.000000 Penalty: 5199.090820
	Iteration 6F: 3 clusters Score -5419996 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5421441.500000 Penalty: 5199.090820
	Iteration 7F: 3 clusters Score -5421442 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5423213.000000 Penalty: 5199.090820
	Iteration 8F: 3 clusters Score -5423213 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5424883.500000 Penalty: 5199.090820
	Iteration 9F: 3 clusters Score -5424884 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -5426404.000000 Penalty: 5199.090820
	Iteration 10F: 3 clusters Score -5426404 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -5427552.500000 Penalty: 5199.090820
	Iteration 11Q: 3 clusters Score -5427552 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -5428273.500000 Penalty: 5199.090820
	Iteration 12Q: 3 clusters Score -5428274 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -5428728.000000 Penalty: 5199.090820
	Iteration 13Q: 3 clusters Score -5428728 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5429060.000000 Penalty: 5199.090820
	Iteration 14Q: 3 clusters Score -5429060 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -5429268.500000 Penalty: 5199.090820
	Iteration 15Q: 3 clusters Score -5429268 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5429428.000000 Penalty: 5199.090820
	Iteration 16Q: 3 clusters Score -5429428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5429535.000000 Penalty: 5199.090820
	Iteration 17Q: 3 clusters Score -5429535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -5429634.000000 Penalty: 5199.090820
	Iteration 18Q: 3 clusters Score -5429634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5429711.000000 Penalty: 5199.090820
	Iteration 19Q: 3 clusters Score -5429711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5429759.000000 Penalty: 5199.090820
	Iteration 20F: 3 clusters Score -5429759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -5429776.500000 Penalty: 5199.090820
	Iteration 21Q: 3 clusters Score -5429776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5429796.500000 Penalty: 5199.090820
	Iteration 22Q: 3 clusters Score -5429796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5429795.500000 Penalty: 5199.090820
	Iteration 23Q: 3 clusters Score -5429796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5429805.500000 Penalty: 5199.090820
	Iteration 24Q: 3 clusters Score -5429806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5429808.500000 Penalty: 5199.090820
	Iteration 25Q: 3 clusters Score -5429808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5429813.500000 Penalty: 5199.090820
	Iteration 26Q: 3 clusters Score -5429814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5429815.500000 Penalty: 5199.090820
	Iteration 27Q: 3 clusters Score -5429816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5429812.500000 Penalty: 5199.090820
	Iteration 28Q: 3 clusters Score -5429812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5429810.000000 Penalty: 5199.090820
	Iteration 29Q: 3 clusters Score -5429810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5429812.500000 Penalty: 5199.090820
	Iteration 30Q: 3 clusters Score -5429812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5429812.500000 Penalty: 5199.090820
	Iteration 31F: 3 clusters Score -5429812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -15716.243164 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -15716.24 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 84 members 
Entering Unmasked Estep 
Score: -14821.037109 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -14821.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14869.020508 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -14869.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14881.169922 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -14881.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14881.169922 Penalty: 2488.570801
	Iteration 3F: 3 clusters Score -14881.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (74828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Entering Unmasked Estep 
Score: -11532762.000000 Penalty: 2783.290771
	Iteration 0F: 2 clusters Score -1.153276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -11482629.000000 Penalty: 5566.581543
	Iteration 0F: 3 clusters Score -1.148263e+07 nChanged 35222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -11502578.000000 Penalty: 5566.581543
	Iteration 1F: 3 clusters Score -1.150258e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -11503580.000000 Penalty: 5566.581543
	Iteration 2Q: 3 clusters Score -1.150358e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -11504875.000000 Penalty: 5566.581543
	Iteration 3Q: 3 clusters Score -1.150488e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -11506492.000000 Penalty: 5566.581543
	Iteration 4Q: 3 clusters Score -1.150649e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -11508686.000000 Penalty: 5566.581543
	Iteration 5F: 3 clusters Score -1.150869e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -11511209.000000 Penalty: 5566.581543
	Iteration 6F: 3 clusters Score -1.151121e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -11514045.000000 Penalty: 5566.581543
	Iteration 7F: 3 clusters Score -1.151404e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -11517252.000000 Penalty: 5566.581543
	Iteration 8F: 3 clusters Score -1.151725e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -11520040.000000 Penalty: 5566.581543
	Iteration 9F: 3 clusters Score -1.152004e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -11521778.000000 Penalty: 5566.581543
	Iteration 10Q: 3 clusters Score -1.152178e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -11522595.000000 Penalty: 5566.581543
	Iteration 11Q: 3 clusters Score -1.15226e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -11523009.000000 Penalty: 5566.581543
	Iteration 12Q: 3 clusters Score -1.152301e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -11523142.000000 Penalty: 5566.581543
	Iteration 13Q: 3 clusters Score -1.152314e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -11523299.000000 Penalty: 5566.581543
	Iteration 14Q: 3 clusters Score -1.15233e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -11523395.000000 Penalty: 5566.581543
	Iteration 15Q: 3 clusters Score -1.15234e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -11523527.000000 Penalty: 5566.581543
	Iteration 16Q: 3 clusters Score -1.152353e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -11523543.000000 Penalty: 5566.581543
	Iteration 17Q: 3 clusters Score -1.152354e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -11523572.000000 Penalty: 5566.581543
	Iteration 18Q: 3 clusters Score -1.152357e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -11523618.000000 Penalty: 5566.581543
	Iteration 19Q: 3 clusters Score -1.152362e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -11523725.000000 Penalty: 5566.581543
	Iteration 20F: 3 clusters Score -1.152372e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -11523740.000000 Penalty: 5566.581543
	Iteration 21Q: 3 clusters Score -1.152374e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -11523764.000000 Penalty: 5566.581543
	Iteration 22Q: 3 clusters Score -1.152376e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -11523813.000000 Penalty: 5566.581543
	Iteration 23Q: 3 clusters Score -1.152381e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -11523824.000000 Penalty: 5566.581543
	Iteration 24Q: 3 clusters Score -1.152382e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -11523807.000000 Penalty: 5566.581543
	Iteration 25Q: 3 clusters Score -1.152381e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -11523852.000000 Penalty: 5566.581543
	Iteration 26Q: 3 clusters Score -1.152385e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -11523902.000000 Penalty: 5566.581543
	Iteration 27Q: 3 clusters Score -1.15239e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -11523967.000000 Penalty: 5566.581543
	Iteration 28Q: 3 clusters Score -1.152397e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -11524047.000000 Penalty: 5566.581543
	Iteration 29Q: 3 clusters Score -1.152405e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -11524097.000000 Penalty: 5566.581543
	Iteration 30Q: 3 clusters Score -1.15241e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -11524174.000000 Penalty: 5566.581543
	Iteration 31Q: 3 clusters Score -1.152417e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -11524168.000000 Penalty: 5566.581543
	Iteration 32Q: 3 clusters Score -1.152417e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -11524225.000000 Penalty: 5566.581543
	Iteration 33Q: 3 clusters Score -1.152422e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -11524237.000000 Penalty: 5566.581543
	Iteration 34Q: 3 clusters Score -1.152424e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -11524288.000000 Penalty: 5566.581543
	Iteration 35Q: 3 clusters Score -1.152429e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -11524425.000000 Penalty: 5566.581543
	Iteration 36Q: 3 clusters Score -1.152442e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -11524476.000000 Penalty: 5566.581543
	Iteration 37Q: 3 clusters Score -1.152448e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -11524490.000000 Penalty: 5566.581543
	Iteration 38Q: 3 clusters Score -1.152449e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -11524552.000000 Penalty: 5566.581543
	Iteration 39Q: 3 clusters Score -1.152455e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -11524626.000000 Penalty: 5566.581543
	Iteration 40F: 3 clusters Score -1.152463e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -11524738.000000 Penalty: 5566.581543
	Iteration 41Q: 3 clusters Score -1.152474e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -11524818.000000 Penalty: 5566.581543
	Iteration 42Q: 3 clusters Score -1.152482e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -11524875.000000 Penalty: 5566.581543
	Iteration 43Q: 3 clusters Score -1.152488e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -11524919.000000 Penalty: 5566.581543
	Iteration 44Q: 3 clusters Score -1.152492e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -11525027.000000 Penalty: 5566.581543
	Iteration 45Q: 3 clusters Score -1.152503e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -11525095.000000 Penalty: 5566.581543
	Iteration 46Q: 3 clusters Score -1.15251e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -11525170.000000 Penalty: 5566.581543
	Iteration 47Q: 3 clusters Score -1.152517e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -11525278.000000 Penalty: 5566.581543
	Iteration 48Q: 3 clusters Score -1.152528e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -11525343.000000 Penalty: 5566.581543
	Iteration 49Q: 3 clusters Score -1.152534e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -11525440.000000 Penalty: 5566.581543
	Iteration 50Q: 3 clusters Score -1.152544e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -11525539.000000 Penalty: 5566.581543
	Iteration 51Q: 3 clusters Score -1.152554e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -11525642.000000 Penalty: 5566.581543
	Iteration 52Q: 3 clusters Score -1.152564e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -11525802.000000 Penalty: 5566.581543
	Iteration 53Q: 3 clusters Score -1.15258e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -11525868.000000 Penalty: 5566.581543
	Iteration 54Q: 3 clusters Score -1.152587e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -11525970.000000 Penalty: 5566.581543
	Iteration 55Q: 3 clusters Score -1.152597e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -11526116.000000 Penalty: 5566.581543
	Iteration 56Q: 3 clusters Score -1.152612e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -11526268.000000 Penalty: 5566.581543
	Iteration 57Q: 3 clusters Score -1.152627e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -11526451.000000 Penalty: 5566.581543
	Iteration 58Q: 3 clusters Score -1.152645e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -11526670.000000 Penalty: 5566.581543
	Iteration 59Q: 3 clusters Score -1.152667e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -11526895.000000 Penalty: 5566.581543
	Iteration 60F: 3 clusters Score -1.15269e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -11527173.000000 Penalty: 5566.581543
	Iteration 61Q: 3 clusters Score -1.152717e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -11527531.000000 Penalty: 5566.581543
	Iteration 62Q: 3 clusters Score -1.152753e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -11527789.000000 Penalty: 5566.581543
	Iteration 63Q: 3 clusters Score -1.152779e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -11528115.000000 Penalty: 5566.581543
	Iteration 64Q: 3 clusters Score -1.152812e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -11528513.000000 Penalty: 5566.581543
	Iteration 65Q: 3 clusters Score -1.152851e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -11528885.000000 Penalty: 5566.581543
	Iteration 66Q: 3 clusters Score -1.152888e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -11529301.000000 Penalty: 5566.581543
	Iteration 67Q: 3 clusters Score -1.15293e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -11529675.000000 Penalty: 5566.581543
	Iteration 68Q: 3 clusters Score -1.152968e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -11529922.000000 Penalty: 5566.581543
	Iteration 69Q: 3 clusters Score -1.152992e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -11530096.000000 Penalty: 5566.581543
	Iteration 70Q: 3 clusters Score -1.15301e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -11530187.000000 Penalty: 5566.581543
	Iteration 71Q: 3 clusters Score -1.153019e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -11530276.000000 Penalty: 5566.581543
	Iteration 72Q: 3 clusters Score -1.153028e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -11530305.000000 Penalty: 5566.581543
	Iteration 73Q: 3 clusters Score -1.15303e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11530330.000000 Penalty: 5566.581543
	Iteration 74Q: 3 clusters Score -1.153033e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -11530351.000000 Penalty: 5566.581543
	Iteration 75Q: 3 clusters Score -1.153035e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -11530361.000000 Penalty: 5566.581543
	Iteration 76Q: 3 clusters Score -1.153036e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -11530380.000000 Penalty: 5566.581543
	Iteration 77Q: 3 clusters Score -1.153038e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -11530400.000000 Penalty: 5566.581543
	Iteration 78Q: 3 clusters Score -1.15304e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -11530415.000000 Penalty: 5566.581543
	Iteration 79Q: 3 clusters Score -1.153042e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -11530421.000000 Penalty: 5566.581543
	Iteration 80F: 3 clusters Score -1.153042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -11530415.000000 Penalty: 5566.581543
	Iteration 81Q: 3 clusters Score -1.153042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -11530419.000000 Penalty: 5566.581543
	Iteration 82Q: 3 clusters Score -1.153042e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -11530427.000000 Penalty: 5566.581543
	Iteration 83Q: 3 clusters Score -1.153043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -11530435.000000 Penalty: 5566.581543
	Iteration 84Q: 3 clusters Score -1.153044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11530432.000000 Penalty: 5566.581543
	Iteration 85Q: 3 clusters Score -1.153043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -11530433.000000 Penalty: 5566.581543
	Iteration 86Q: 3 clusters Score -1.153043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -11530444.000000 Penalty: 5566.581543
	Iteration 87Q: 3 clusters Score -1.153044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -11530455.000000 Penalty: 5566.581543
	Iteration 88Q: 3 clusters Score -1.153046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -11530462.000000 Penalty: 5566.581543
	Iteration 89Q: 3 clusters Score -1.153046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -11530487.000000 Penalty: 5566.581543
	Iteration 90Q: 3 clusters Score -1.153049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -11530487.000000 Penalty: 5566.581543
	Iteration 91Q: 3 clusters Score -1.153049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11530475.000000 Penalty: 5566.581543
	Iteration 92Q: 3 clusters Score -1.153048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11530472.000000 Penalty: 5566.581543
	Iteration 93Q: 3 clusters Score -1.153047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -11530465.000000 Penalty: 5566.581543
	Iteration 94Q: 3 clusters Score -1.153046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -11530458.000000 Penalty: 5566.581543
	Iteration 95Q: 3 clusters Score -1.153046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -11530460.000000 Penalty: 5566.581543
	Iteration 96Q: 3 clusters Score -1.153046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11530459.000000 Penalty: 5566.581543
	Iteration 97Q: 3 clusters Score -1.153046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -11530466.000000 Penalty: 5566.581543
	Iteration 98Q: 3 clusters Score -1.153047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -11530468.000000 Penalty: 5566.581543
	Iteration 99Q: 3 clusters Score -1.153047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -11530473.000000 Penalty: 5566.581543
	Iteration 100F: 3 clusters Score -1.153047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -11530476.000000 Penalty: 5566.581543
	Iteration 101Q: 3 clusters Score -1.153048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -11530459.000000 Penalty: 5566.581543
	Iteration 102Q: 3 clusters Score -1.153046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11530476.000000 Penalty: 5566.581543
	Iteration 103Q: 3 clusters Score -1.153048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -11530477.000000 Penalty: 5566.581543
	Iteration 104Q: 3 clusters Score -1.153048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -11530471.000000 Penalty: 5566.581543
	Iteration 105Q: 3 clusters Score -1.153047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -11530470.000000 Penalty: 5566.581543
	Iteration 106Q: 3 clusters Score -1.153047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -11530467.000000 Penalty: 5566.581543
	Iteration 107Q: 3 clusters Score -1.153047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -11530458.000000 Penalty: 5566.581543
	Iteration 108Q: 3 clusters Score -1.153046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -11530458.000000 Penalty: 5566.581543
	Iteration 109Q: 3 clusters Score -1.153046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -11530465.000000 Penalty: 5566.581543
	Iteration 110Q: 3 clusters Score -1.153046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -11530469.000000 Penalty: 5566.581543
	Iteration 111Q: 3 clusters Score -1.153047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -11530461.000000 Penalty: 5566.581543
	Iteration 112Q: 3 clusters Score -1.153046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -11530468.000000 Penalty: 5566.581543
	Iteration 113Q: 3 clusters Score -1.153047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -11530472.000000 Penalty: 5566.581543
	Iteration 114Q: 3 clusters Score -1.153047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -11530469.000000 Penalty: 5566.581543
	Iteration 115Q: 3 clusters Score -1.153047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -11530482.000000 Penalty: 5566.581543
	Iteration 116Q: 3 clusters Score -1.153048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -11530479.000000 Penalty: 5566.581543
	Iteration 117Q: 3 clusters Score -1.153048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -11530480.000000 Penalty: 5566.581543
	Iteration 118Q: 3 clusters Score -1.153048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -11530478.000000 Penalty: 5566.581543
	Iteration 119Q: 3 clusters Score -1.153048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -11530485.000000 Penalty: 5566.581543
	Iteration 120F: 3 clusters Score -1.153048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -11530486.000000 Penalty: 5566.581543
	Iteration 121Q: 3 clusters Score -1.153049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -11530489.000000 Penalty: 5566.581543
	Iteration 122Q: 3 clusters Score -1.153049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -11530490.000000 Penalty: 5566.581543
	Iteration 123Q: 3 clusters Score -1.153049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -11530479.000000 Penalty: 5566.581543
	Iteration 124Q: 3 clusters Score -1.153048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -11530480.000000 Penalty: 5566.581543
	Iteration 125Q: 3 clusters Score -1.153048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -11530487.000000 Penalty: 5566.581543
	Iteration 126Q: 3 clusters Score -1.153049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -11530477.000000 Penalty: 5566.581543
	Iteration 127Q: 3 clusters Score -1.153048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -11530477.000000 Penalty: 5566.581543
	Iteration 128Q: 3 clusters Score -1.153048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -11530476.000000 Penalty: 5566.581543
	Iteration 129Q: 3 clusters Score -1.153048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -11530474.000000 Penalty: 5566.581543
	Iteration 130Q: 3 clusters Score -1.153047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -11530474.000000 Penalty: 5566.581543
	Iteration 131F: 3 clusters Score -1.153047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -51316.582031 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -51316.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50136.773438 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -50136.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50384.937500 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -50384.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50464.902344 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -50464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50517.949219 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -50517.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50551.875000 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -50551.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50564.250000 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -50564.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50576.347656 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -50576.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50591.234375 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -50591.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50596.136719 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -50596.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50615.187500 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -50615.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50617.980469 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -50617.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50620.101562 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -50620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50621.707031 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -50621.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50622.144531 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -50622.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50622.144531 Penalty: 2952.808594
	Iteration 14F: 3 clusters Score -50622.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -31814.917969 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -31814.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30690.218750 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -30690.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30942.617188 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -30942.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30997.509766 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -30997.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31060.925781 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -31060.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31079.097656 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -31079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31080.371094 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -31080.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31080.990234 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -31080.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31082.328125 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -31082.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31082.328125 Penalty: 2810.547607
	Iteration 8F: 3 clusters Score -31082.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -338310.468750 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -338310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -335476.968750 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -335477 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -336102.687500 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -336102.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -336454.781250 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -336454.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -336811.656250 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -336811.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -337089.562500 Penalty: 3844.731689
	Iteration 4F: 3 clusters Score -337089.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -337325.937500 Penalty: 3844.731689
	Iteration 5F: 3 clusters Score -337325.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -337472.312500 Penalty: 3844.731689
	Iteration 6F: 3 clusters Score -337472.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -337585.343750 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -337585.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -337643.187500 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -337643.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337675.312500 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -337675.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -337704.968750 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -337705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -337733.406250 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -337733.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -337751.093750 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -337751.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -337763.906250 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -337763.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -337771.906250 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -337771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -337780.375000 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -337780.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -337787.156250 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -337787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -337789.343750 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -337789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -337790.312500 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -337790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -337790.312500 Penalty: 3844.731689
	Iteration 19F: 3 clusters Score -337790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -343381.000000 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -343381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -340610.500000 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -340610.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -341119.500000 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -341119.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -341241.656250 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -341241.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341319.156250 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -341319.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -341364.375000 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -341364.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -341400.500000 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -341400.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -341428.437500 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -341428.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -341445.656250 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -341445.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -341461.468750 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -341461.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -341475.687500 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -341475.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -341491.906250 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -341491.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -341511.937500 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -341511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -341533.656250 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -341533.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341562.906250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -341562.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -341580.500000 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -341580.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -341591.531250 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -341591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -341596.281250 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -341596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -341600.000000 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -341600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -341602.500000 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -341602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -341606.625000 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -341606.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -341614.875000 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -341614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341620.875000 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -341620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -341623.812500 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -341623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -341627.781250 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -341627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -341637.812500 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -341637.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -341650.468750 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -341650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -341658.531250 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -341658.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -341673.093750 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -341673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -341680.343750 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -341680.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -341690.718750 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -341690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -341699.375000 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -341699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -341709.468750 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -341709.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -341720.125000 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -341720.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -341728.218750 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -341728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -341736.968750 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -341737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -341744.562500 Penalty: 3836.558105
	Iteration 35Q: 3 clusters Score -341744.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -341752.843750 Penalty: 3836.558105
	Iteration 36Q: 3 clusters Score -341752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -341761.500000 Penalty: 3836.558105
	Iteration 37Q: 3 clusters Score -341761.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -341767.000000 Penalty: 3836.558105
	Iteration 38Q: 3 clusters Score -341767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -341770.437500 Penalty: 3836.558105
	Iteration 39Q: 3 clusters Score -341770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -341774.500000 Penalty: 3836.558105
	Iteration 40F: 3 clusters Score -341774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -341780.500000 Penalty: 3836.558105
	Iteration 41Q: 3 clusters Score -341780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -341785.750000 Penalty: 3836.558105
	Iteration 42Q: 3 clusters Score -341785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -341788.625000 Penalty: 3836.558105
	Iteration 43Q: 3 clusters Score -341788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -341790.937500 Penalty: 3836.558105
	Iteration 44Q: 3 clusters Score -341790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -341802.093750 Penalty: 3836.558105
	Iteration 45Q: 3 clusters Score -341802.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -341809.687500 Penalty: 3836.558105
	Iteration 46Q: 3 clusters Score -341809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -341819.781250 Penalty: 3836.558105
	Iteration 47Q: 3 clusters Score -341819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -341826.468750 Penalty: 3836.558105
	Iteration 48Q: 3 clusters Score -341826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -341835.718750 Penalty: 3836.558105
	Iteration 49Q: 3 clusters Score -341835.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -341849.125000 Penalty: 3836.558105
	Iteration 50Q: 3 clusters Score -341849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341853.562500 Penalty: 3836.558105
	Iteration 51Q: 3 clusters Score -341853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341856.812500 Penalty: 3836.558105
	Iteration 52Q: 3 clusters Score -341856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -341860.968750 Penalty: 3836.558105
	Iteration 53Q: 3 clusters Score -341861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -341863.625000 Penalty: 3836.558105
	Iteration 54Q: 3 clusters Score -341863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -341864.500000 Penalty: 3836.558105
	Iteration 55Q: 3 clusters Score -341864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -341866.968750 Penalty: 3836.558105
	Iteration 56Q: 3 clusters Score -341867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -341867.656250 Penalty: 3836.558105
	Iteration 57Q: 3 clusters Score -341867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -341869.000000 Penalty: 3836.558105
	Iteration 58Q: 3 clusters Score -341869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -341870.593750 Penalty: 3836.558105
	Iteration 59Q: 3 clusters Score -341870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -341873.218750 Penalty: 3836.558105
	Iteration 60F: 3 clusters Score -341873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -341876.375000 Penalty: 3836.558105
	Iteration 61Q: 3 clusters Score -341876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -341882.281250 Penalty: 3836.558105
	Iteration 62Q: 3 clusters Score -341882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -341892.156250 Penalty: 3836.558105
	Iteration 63Q: 3 clusters Score -341892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -341901.406250 Penalty: 3836.558105
	Iteration 64Q: 3 clusters Score -341901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -341912.031250 Penalty: 3836.558105
	Iteration 65Q: 3 clusters Score -341912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -341926.843750 Penalty: 3836.558105
	Iteration 66Q: 3 clusters Score -341926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -341941.500000 Penalty: 3836.558105
	Iteration 67Q: 3 clusters Score -341941.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -341954.031250 Penalty: 3836.558105
	Iteration 68Q: 3 clusters Score -341954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -341960.937500 Penalty: 3836.558105
	Iteration 69Q: 3 clusters Score -341960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -341967.093750 Penalty: 3836.558105
	Iteration 70Q: 3 clusters Score -341967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -341969.687500 Penalty: 3836.558105
	Iteration 71Q: 3 clusters Score -341969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -341971.468750 Penalty: 3836.558105
	Iteration 72Q: 3 clusters Score -341971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -341971.875000 Penalty: 3836.558105
	Iteration 73Q: 3 clusters Score -341971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -341971.875000 Penalty: 3836.558105
	Iteration 74F: 3 clusters Score -341971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -105026.460938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -105026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103288.781250 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -103288.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103672.507812 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -103672.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103923.179688 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -103923.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104119.351562 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -104119.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104296.148438 Penalty: 3367.330078
	Iteration 4F: 3 clusters Score -104296.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -104368.296875 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -104368.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -104434.343750 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -104434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104496.921875 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -104496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104553.562500 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -104553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104638.914062 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -104638.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104673.515625 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -104673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104687.750000 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -104687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104694.367188 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -104694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104701.062500 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -104701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -104719.515625 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -104719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -104742.070312 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -104742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104754.773438 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -104754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104772.703125 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -104772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -104782.171875 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -104782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104783.343750 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -104783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104783.343750 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -104783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 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 139 members 
Entering Unmasked Estep 
Score: -37167.011719 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37167.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37263.082031 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37263.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37290.371094 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37290.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37300.789062 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37300.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37303.097656 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37306.835938 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37306.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37306.835938 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -37306.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -31901.746094 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -31901.75 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 160 members 
Entering Unmasked Estep 
Score: -30837.179688 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -30837.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31026.851562 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -31026.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31125.582031 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -31125.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31238.087891 Penalty: 2810.547607
	Iteration 3F: 3 clusters Score -31238.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31388.656250 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -31388.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31453.283203 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -31453.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31476.437500 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -31476.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31480.404297 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -31480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31487.609375 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -31487.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31487.609375 Penalty: 2810.547607
	Iteration 9F: 3 clusters Score -31487.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -274419.000000 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -274419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271915.156250 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -271915.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -272983.968750 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -272984 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -273892.281250 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -273892.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274449.968750 Penalty: 3753.146729
	Iteration 3F: 3 clusters Score -274450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274659.000000 Penalty: 3753.146729
	Iteration 4F: 3 clusters Score -274659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -274725.312500 Penalty: 3753.146729
	Iteration 5Q: 3 clusters Score -274725.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274742.468750 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -274742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -274750.187500 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -274750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274752.437500 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -274752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -274753.000000 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -274753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -274753.000000 Penalty: 3753.146729
	Iteration 10F: 3 clusters Score -274753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27008 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173889 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35669 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74828 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 818 members 
Mstep: Class 42 contains 43943 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10856 members 
Mstep: Class 45 contains 1115 members 
Entering Unmasked Estep 
Score: -70340616.000000 Penalty: 145776.453125
Splitting cluster 41 changes total score from -70341728.000000 to -70340616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (43943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Entering Unmasked Estep 
Score: -6738874.000000 Penalty: 2651.281006
	Iteration 0F: 2 clusters Score -6738874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -6709179.000000 Penalty: 5302.562012
	Iteration 0F: 3 clusters Score -6709179 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -6720127.000000 Penalty: 5302.562012
	Iteration 1F: 3 clusters Score -6720127 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -6720538.000000 Penalty: 5302.562012
	Iteration 2Q: 3 clusters Score -6720538 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6720980.500000 Penalty: 5302.562012
	Iteration 3Q: 3 clusters Score -6720980 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -6721379.500000 Penalty: 5302.562012
	Iteration 4Q: 3 clusters Score -6721380 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6721974.000000 Penalty: 5302.562012
	Iteration 5Q: 3 clusters Score -6721974 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -6722825.500000 Penalty: 5302.562012
	Iteration 6Q: 3 clusters Score -6722826 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -6724128.000000 Penalty: 5302.562012
	Iteration 7F: 3 clusters Score -6724128 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -6726217.000000 Penalty: 5302.562012
	Iteration 8F: 3 clusters Score -6726217 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -6728838.500000 Penalty: 5302.562012
	Iteration 9F: 3 clusters Score -6728838 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -6731501.500000 Penalty: 5302.562012
	Iteration 10F: 3 clusters Score -6731502 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6733601.500000 Penalty: 5302.562012
	Iteration 11F: 3 clusters Score -6733602 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6734957.000000 Penalty: 5302.562012
	Iteration 12Q: 3 clusters Score -6734957 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6735744.000000 Penalty: 5302.562012
	Iteration 13Q: 3 clusters Score -6735744 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6736146.000000 Penalty: 5302.562012
	Iteration 14Q: 3 clusters Score -6736146 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6736381.000000 Penalty: 5302.562012
	Iteration 15Q: 3 clusters Score -6736381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6736488.000000 Penalty: 5302.562012
	Iteration 16Q: 3 clusters Score -6736488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6736569.000000 Penalty: 5302.562012
	Iteration 17Q: 3 clusters Score -6736569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6736598.000000 Penalty: 5302.562012
	Iteration 18Q: 3 clusters Score -6736598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6736619.500000 Penalty: 5302.562012
	Iteration 19Q: 3 clusters Score -6736620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6736620.500000 Penalty: 5302.562012
	Iteration 20F: 3 clusters Score -6736620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6736626.000000 Penalty: 5302.562012
	Iteration 21Q: 3 clusters Score -6736626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6736628.000000 Penalty: 5302.562012
	Iteration 22Q: 3 clusters Score -6736628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6736631.000000 Penalty: 5302.562012
	Iteration 23Q: 3 clusters Score -6736631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6736634.500000 Penalty: 5302.562012
	Iteration 24Q: 3 clusters Score -6736634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6736651.500000 Penalty: 5302.562012
	Iteration 25Q: 3 clusters Score -6736652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6736651.000000 Penalty: 5302.562012
	Iteration 26Q: 3 clusters Score -6736651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6736664.500000 Penalty: 5302.562012
	Iteration 27Q: 3 clusters Score -6736664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6736663.500000 Penalty: 5302.562012
	Iteration 28Q: 3 clusters Score -6736664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6736672.000000 Penalty: 5302.562012
	Iteration 29Q: 3 clusters Score -6736672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6736669.000000 Penalty: 5302.562012
	Iteration 30Q: 3 clusters Score -6736669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6736666.000000 Penalty: 5302.562012
	Iteration 31Q: 3 clusters Score -6736666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6736666.000000 Penalty: 5302.562012
	Iteration 32F: 3 clusters Score -6736666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -21678.396484 Penalty: 1290.593628
	Iteration 0F: 2 clusters Score -21678.4 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 90 members 
Entering Unmasked Estep 
Score: -20636.222656 Penalty: 2581.187256
	Iteration 0F: 3 clusters Score -20636.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20752.421875 Penalty: 2581.187256
	Iteration 1F: 3 clusters Score -20752.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20821.855469 Penalty: 2581.187256
	Iteration 2Q: 3 clusters Score -20821.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20830.730469 Penalty: 2581.187256
	Iteration 3Q: 3 clusters Score -20830.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20841.025391 Penalty: 2581.187256
	Iteration 4Q: 3 clusters Score -20841.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20848.500000 Penalty: 2581.187256
	Iteration 5Q: 3 clusters Score -20848.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20848.500000 Penalty: 2581.187256
	Iteration 6F: 3 clusters Score -20848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Entering Unmasked Estep 
Score: -1681582.000000 Penalty: 2304.533203
	Iteration 0F: 2 clusters Score -1681582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1673408.250000 Penalty: 4609.066406
	Iteration 0F: 3 clusters Score -1673408 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1675738.500000 Penalty: 4609.066406
	Iteration 1F: 3 clusters Score -1675738 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1676043.750000 Penalty: 4609.066406
	Iteration 2F: 3 clusters Score -1676044 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1676271.750000 Penalty: 4609.066406
	Iteration 3Q: 3 clusters Score -1676272 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1676449.500000 Penalty: 4609.066406
	Iteration 4Q: 3 clusters Score -1676450 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1676618.125000 Penalty: 4609.066406
	Iteration 5Q: 3 clusters Score -1676618 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1676793.250000 Penalty: 4609.066406
	Iteration 6Q: 3 clusters Score -1676793 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1676967.125000 Penalty: 4609.066406
	Iteration 7Q: 3 clusters Score -1676967 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1677146.625000 Penalty: 4609.066406
	Iteration 8Q: 3 clusters Score -1677147 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1677342.875000 Penalty: 4609.066406
	Iteration 9Q: 3 clusters Score -1677343 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1677551.000000 Penalty: 4609.066406
	Iteration 10Q: 3 clusters Score -1677551 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1677803.875000 Penalty: 4609.066406
	Iteration 11Q: 3 clusters Score -1677804 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1678042.375000 Penalty: 4609.066406
	Iteration 12Q: 3 clusters Score -1678042 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1678319.750000 Penalty: 4609.066406
	Iteration 13Q: 3 clusters Score -1678320 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1678621.250000 Penalty: 4609.066406
	Iteration 14Q: 3 clusters Score -1678621 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1678883.875000 Penalty: 4609.066406
	Iteration 15Q: 3 clusters Score -1678884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1679023.000000 Penalty: 4609.066406
	Iteration 16Q: 3 clusters Score -1679023 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1679122.000000 Penalty: 4609.066406
	Iteration 17Q: 3 clusters Score -1679122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1679183.625000 Penalty: 4609.066406
	Iteration 18Q: 3 clusters Score -1679184 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1679238.125000 Penalty: 4609.066406
	Iteration 19Q: 3 clusters Score -1679238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1679277.750000 Penalty: 4609.066406
	Iteration 20F: 3 clusters Score -1679278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1679309.500000 Penalty: 4609.066406
	Iteration 21Q: 3 clusters Score -1679310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1679335.500000 Penalty: 4609.066406
	Iteration 22Q: 3 clusters Score -1679336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1679366.875000 Penalty: 4609.066406
	Iteration 23Q: 3 clusters Score -1679367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1679391.375000 Penalty: 4609.066406
	Iteration 24Q: 3 clusters Score -1679391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1679416.750000 Penalty: 4609.066406
	Iteration 25Q: 3 clusters Score -1679417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1679437.750000 Penalty: 4609.066406
	Iteration 26Q: 3 clusters Score -1679438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1679457.250000 Penalty: 4609.066406
	Iteration 27Q: 3 clusters Score -1679457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1679480.875000 Penalty: 4609.066406
	Iteration 28Q: 3 clusters Score -1679481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1679505.500000 Penalty: 4609.066406
	Iteration 29Q: 3 clusters Score -1679506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1679526.250000 Penalty: 4609.066406
	Iteration 30Q: 3 clusters Score -1679526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1679536.875000 Penalty: 4609.066406
	Iteration 31Q: 3 clusters Score -1679537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1679546.250000 Penalty: 4609.066406
	Iteration 32Q: 3 clusters Score -1679546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1679557.000000 Penalty: 4609.066406
	Iteration 33Q: 3 clusters Score -1679557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1679567.500000 Penalty: 4609.066406
	Iteration 34Q: 3 clusters Score -1679568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1679580.875000 Penalty: 4609.066406
	Iteration 35Q: 3 clusters Score -1679581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1679589.875000 Penalty: 4609.066406
	Iteration 36Q: 3 clusters Score -1679590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1679595.250000 Penalty: 4609.066406
	Iteration 37Q: 3 clusters Score -1679595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1679606.000000 Penalty: 4609.066406
	Iteration 38Q: 3 clusters Score -1679606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1679618.875000 Penalty: 4609.066406
	Iteration 39Q: 3 clusters Score -1679619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1679623.375000 Penalty: 4609.066406
	Iteration 40F: 3 clusters Score -1679623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1679631.625000 Penalty: 4609.066406
	Iteration 41Q: 3 clusters Score -1679632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1679634.000000 Penalty: 4609.066406
	Iteration 42Q: 3 clusters Score -1679634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1679641.500000 Penalty: 4609.066406
	Iteration 43Q: 3 clusters Score -1679642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1679645.125000 Penalty: 4609.066406
	Iteration 44Q: 3 clusters Score -1679645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1679646.250000 Penalty: 4609.066406
	Iteration 45Q: 3 clusters Score -1679646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1679650.500000 Penalty: 4609.066406
	Iteration 46Q: 3 clusters Score -1679650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1679651.750000 Penalty: 4609.066406
	Iteration 47Q: 3 clusters Score -1679652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1679654.625000 Penalty: 4609.066406
	Iteration 48Q: 3 clusters Score -1679655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1679658.125000 Penalty: 4609.066406
	Iteration 49Q: 3 clusters Score -1679658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1679664.250000 Penalty: 4609.066406
	Iteration 50Q: 3 clusters Score -1679664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1679672.125000 Penalty: 4609.066406
	Iteration 51Q: 3 clusters Score -1679672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1679679.500000 Penalty: 4609.066406
	Iteration 52Q: 3 clusters Score -1679680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1679682.500000 Penalty: 4609.066406
	Iteration 53Q: 3 clusters Score -1679682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1679686.125000 Penalty: 4609.066406
	Iteration 54Q: 3 clusters Score -1679686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1679691.625000 Penalty: 4609.066406
	Iteration 55Q: 3 clusters Score -1679692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1679697.875000 Penalty: 4609.066406
	Iteration 56Q: 3 clusters Score -1679698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1679703.125000 Penalty: 4609.066406
	Iteration 57Q: 3 clusters Score -1679703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1679706.625000 Penalty: 4609.066406
	Iteration 58Q: 3 clusters Score -1679707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1679707.000000 Penalty: 4609.066406
	Iteration 59Q: 3 clusters Score -1679707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1679707.000000 Penalty: 4609.066406
	Iteration 60F: 3 clusters Score -1679707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1679709.750000 Penalty: 4609.066406
	Iteration 61Q: 3 clusters Score -1679710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1679712.500000 Penalty: 4609.066406
	Iteration 62Q: 3 clusters Score -1679712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1679719.375000 Penalty: 4609.066406
	Iteration 63Q: 3 clusters Score -1679719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1679721.750000 Penalty: 4609.066406
	Iteration 64Q: 3 clusters Score -1679722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1679725.375000 Penalty: 4609.066406
	Iteration 65Q: 3 clusters Score -1679725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1679728.750000 Penalty: 4609.066406
	Iteration 66Q: 3 clusters Score -1679729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1679728.250000 Penalty: 4609.066406
	Iteration 67Q: 3 clusters Score -1679728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1679727.375000 Penalty: 4609.066406
	Iteration 68Q: 3 clusters Score -1679727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1679729.125000 Penalty: 4609.066406
	Iteration 69Q: 3 clusters Score -1679729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1679730.625000 Penalty: 4609.066406
	Iteration 70Q: 3 clusters Score -1679731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1679731.000000 Penalty: 4609.066406
	Iteration 71Q: 3 clusters Score -1679731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1679731.000000 Penalty: 4609.066406
	Iteration 72F: 3 clusters Score -1679731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27008 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173889 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35669 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74828 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43943 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341728.000000 Penalty: 142536.968750
Iteration 239Q: 45 clusters Score -7.034173e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9148 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27006 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 173878 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35667 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74816 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43946 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 10871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70341880.000000 Penalty: 142536.968750
Iteration 240F: 45 clusters Score -7.034188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9149 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27006 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 173848 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35665 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74819 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43949 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342144.000000 Penalty: 142536.968750
Iteration 241Q: 45 clusters Score -7.034214e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27003 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173826 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 35662 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74818 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 288 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43951 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342192.000000 Penalty: 142536.968750
Iteration 242Q: 45 clusters Score -7.034219e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 27000 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173808 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 35660 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74816 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 288 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43954 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342144.000000 Penalty: 142536.968750
Iteration 243Q: 45 clusters Score -7.034214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26996 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173797 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 35660 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74810 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43958 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342152.000000 Penalty: 142536.968750
Iteration 244Q: 45 clusters Score -7.034215e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26992 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173785 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 35659 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74810 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 286 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43959 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342208.000000 Penalty: 142536.968750
Iteration 245Q: 45 clusters Score -7.034221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26990 members 
Mstep: Class 15 contains 9336 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173776 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35659 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74812 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 286 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43960 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342192.000000 Penalty: 142536.968750
Iteration 246Q: 45 clusters Score -7.034219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26991 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173765 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35654 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74812 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 285 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43960 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 10986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342240.000000 Penalty: 142536.968750
Iteration 247Q: 45 clusters Score -7.034224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26990 members 
Mstep: Class 15 contains 9336 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173753 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35651 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74810 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 283 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342256.000000 Penalty: 142536.968750
Iteration 248Q: 45 clusters Score -7.034226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26990 members 
Mstep: Class 15 contains 9334 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173738 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35649 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74811 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 280 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43960 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342264.000000 Penalty: 142536.968750
Iteration 249Q: 45 clusters Score -7.034226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26991 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173719 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35644 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74811 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43963 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342296.000000 Penalty: 142536.968750
Iteration 250Q: 45 clusters Score -7.03423e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19974 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26993 members 
Mstep: Class 15 contains 9332 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173701 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35642 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74811 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 2321 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1927 members 
Mstep: Class 42 contains 43965 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342344.000000 Penalty: 142536.968750
Iteration 251Q: 45 clusters Score -7.034234e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19974 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26993 members 
Mstep: Class 15 contains 9332 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173681 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35639 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74808 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1929 members 
Mstep: Class 42 contains 43967 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342336.000000 Penalty: 142536.968750
Iteration 252Q: 45 clusters Score -7.034234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26991 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173665 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2067 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35636 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74811 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 43969 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342320.000000 Penalty: 142536.968750
Iteration 253Q: 45 clusters Score -7.034232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26990 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173640 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74814 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 43971 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342280.000000 Penalty: 142536.968750
Iteration 254Q: 45 clusters Score -7.034228e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173631 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35632 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74809 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 43971 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342320.000000 Penalty: 142536.968750
Iteration 255Q: 45 clusters Score -7.034232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26984 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173612 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35629 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74812 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43970 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342352.000000 Penalty: 142536.968750
Iteration 256Q: 45 clusters Score -7.034235e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26984 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173589 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35627 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74815 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43971 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342328.000000 Penalty: 142536.968750
Iteration 257Q: 45 clusters Score -7.034233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26984 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173562 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35623 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74822 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342360.000000 Penalty: 142536.968750
Iteration 258Q: 45 clusters Score -7.034236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26983 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173534 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35621 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74825 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342376.000000 Penalty: 142536.968750
Iteration 259Q: 45 clusters Score -7.034238e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26980 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 173502 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35619 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74824 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342360.000000 Penalty: 142536.968750
Iteration 260F: 45 clusters Score -7.034236e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26978 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 173465 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35616 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74823 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2317 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43977 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342328.000000 Penalty: 142536.968750
Iteration 261Q: 45 clusters Score -7.034233e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 173429 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35614 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74824 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43980 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342312.000000 Penalty: 142536.968750
Iteration 262Q: 45 clusters Score -7.034231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26974 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173389 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35611 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74824 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43981 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342344.000000 Penalty: 142536.968750
Iteration 263Q: 45 clusters Score -7.034234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9192 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26965 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173361 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35610 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74818 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43982 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342360.000000 Penalty: 142536.968750
Iteration 264Q: 45 clusters Score -7.034236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173344 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35609 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74809 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43982 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342384.000000 Penalty: 142536.968750
Iteration 265Q: 45 clusters Score -7.034238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19977 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26945 members 
Mstep: Class 15 contains 9329 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173322 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35607 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74800 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 43983 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342480.000000 Penalty: 142536.968750
Iteration 266Q: 45 clusters Score -7.034248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19978 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26934 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173302 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35601 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74801 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43983 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342496.000000 Penalty: 142536.968750
Iteration 267Q: 45 clusters Score -7.03425e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19978 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26925 members 
Mstep: Class 15 contains 9329 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173279 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35600 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74801 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43983 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342448.000000 Penalty: 142536.968750
Iteration 268Q: 45 clusters Score -7.034245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19978 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26916 members 
Mstep: Class 15 contains 9328 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173247 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35598 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74803 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43981 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342456.000000 Penalty: 142536.968750
Iteration 269Q: 45 clusters Score -7.034246e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9210 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19979 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26910 members 
Mstep: Class 15 contains 9328 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173221 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2063 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35592 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74799 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43982 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342464.000000 Penalty: 142536.968750
Iteration 270Q: 45 clusters Score -7.034246e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9210 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19977 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 9326 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173190 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35586 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74802 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43982 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342464.000000 Penalty: 142536.968750
Iteration 271Q: 45 clusters Score -7.034246e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9211 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5528 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26900 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173175 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35583 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74796 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43981 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342472.000000 Penalty: 142536.968750
Iteration 272Q: 45 clusters Score -7.034247e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9213 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26893 members 
Mstep: Class 15 contains 9327 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173153 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35579 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74794 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342496.000000 Penalty: 142536.968750
Iteration 273Q: 45 clusters Score -7.03425e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9215 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26891 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173129 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35578 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74788 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342456.000000 Penalty: 142536.968750
Iteration 274Q: 45 clusters Score -7.034246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 9326 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173109 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35573 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74778 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43980 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342424.000000 Penalty: 142536.968750
Iteration 275Q: 45 clusters Score -7.034242e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26888 members 
Mstep: Class 15 contains 9326 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173088 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35569 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74774 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43981 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342504.000000 Penalty: 142536.968750
Iteration 276Q: 45 clusters Score -7.03425e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9220 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26881 members 
Mstep: Class 15 contains 9326 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173065 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35564 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74772 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43979 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342520.000000 Penalty: 142536.968750
Iteration 277Q: 45 clusters Score -7.034252e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26877 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173050 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35560 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74774 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43979 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342472.000000 Penalty: 142536.968750
Iteration 278Q: 45 clusters Score -7.034247e+07 nChanged 63
Entering ConstructFrom: 
Score: -70342472.000000 Penalty: 142536.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Entering Unmasked Estep 
Score: -692997.375000 Penalty: 2092.231445
	Iteration 0F: 2 clusters Score -692997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -688675.062500 Penalty: 4184.462891
	Iteration 0F: 3 clusters Score -688675.1 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -689649.437500 Penalty: 4184.462891
	Iteration 1F: 3 clusters Score -689649.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -689861.500000 Penalty: 4184.462891
	Iteration 2F: 3 clusters Score -689861.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -689979.625000 Penalty: 4184.462891
	Iteration 3Q: 3 clusters Score -689979.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -690071.125000 Penalty: 4184.462891
	Iteration 4Q: 3 clusters Score -690071.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -690127.187500 Penalty: 4184.462891
	Iteration 5Q: 3 clusters Score -690127.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -690168.437500 Penalty: 4184.462891
	Iteration 6Q: 3 clusters Score -690168.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -690193.312500 Penalty: 4184.462891
	Iteration 7Q: 3 clusters Score -690193.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -690216.125000 Penalty: 4184.462891
	Iteration 8Q: 3 clusters Score -690216.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -690236.187500 Penalty: 4184.462891
	Iteration 9Q: 3 clusters Score -690236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -690253.312500 Penalty: 4184.462891
	Iteration 10Q: 3 clusters Score -690253.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -690269.187500 Penalty: 4184.462891
	Iteration 11Q: 3 clusters Score -690269.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -690285.750000 Penalty: 4184.462891
	Iteration 12Q: 3 clusters Score -690285.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -690298.187500 Penalty: 4184.462891
	Iteration 13Q: 3 clusters Score -690298.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -690308.812500 Penalty: 4184.462891
	Iteration 14Q: 3 clusters Score -690308.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -690319.250000 Penalty: 4184.462891
	Iteration 15Q: 3 clusters Score -690319.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -690329.375000 Penalty: 4184.462891
	Iteration 16Q: 3 clusters Score -690329.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -690337.625000 Penalty: 4184.462891
	Iteration 17Q: 3 clusters Score -690337.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -690350.875000 Penalty: 4184.462891
	Iteration 18Q: 3 clusters Score -690350.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -690362.500000 Penalty: 4184.462891
	Iteration 19Q: 3 clusters Score -690362.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -690377.375000 Penalty: 4184.462891
	Iteration 20F: 3 clusters Score -690377.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -690387.562500 Penalty: 4184.462891
	Iteration 21Q: 3 clusters Score -690387.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -690400.312500 Penalty: 4184.462891
	Iteration 22Q: 3 clusters Score -690400.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -690415.750000 Penalty: 4184.462891
	Iteration 23Q: 3 clusters Score -690415.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -690430.375000 Penalty: 4184.462891
	Iteration 24Q: 3 clusters Score -690430.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -690445.687500 Penalty: 4184.462891
	Iteration 25Q: 3 clusters Score -690445.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -690471.437500 Penalty: 4184.462891
	Iteration 26Q: 3 clusters Score -690471.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -690496.187500 Penalty: 4184.462891
	Iteration 27Q: 3 clusters Score -690496.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -690517.812500 Penalty: 4184.462891
	Iteration 28Q: 3 clusters Score -690517.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -690533.812500 Penalty: 4184.462891
	Iteration 29Q: 3 clusters Score -690533.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -690552.562500 Penalty: 4184.462891
	Iteration 30Q: 3 clusters Score -690552.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -690578.812500 Penalty: 4184.462891
	Iteration 31Q: 3 clusters Score -690578.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -690622.312500 Penalty: 4184.462891
	Iteration 32Q: 3 clusters Score -690622.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -690666.875000 Penalty: 4184.462891
	Iteration 33Q: 3 clusters Score -690666.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -690715.625000 Penalty: 4184.462891
	Iteration 34Q: 3 clusters Score -690715.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -690769.875000 Penalty: 4184.462891
	Iteration 35Q: 3 clusters Score -690769.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -690833.312500 Penalty: 4184.462891
	Iteration 36Q: 3 clusters Score -690833.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -690919.250000 Penalty: 4184.462891
	Iteration 37Q: 3 clusters Score -690919.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -690988.937500 Penalty: 4184.462891
	Iteration 38Q: 3 clusters Score -690988.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -691049.000000 Penalty: 4184.462891
	Iteration 39Q: 3 clusters Score -691049 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -691101.875000 Penalty: 4184.462891
	Iteration 40F: 3 clusters Score -691101.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -691151.125000 Penalty: 4184.462891
	Iteration 41Q: 3 clusters Score -691151.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -691187.500000 Penalty: 4184.462891
	Iteration 42Q: 3 clusters Score -691187.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -691223.062500 Penalty: 4184.462891
	Iteration 43Q: 3 clusters Score -691223.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -691242.937500 Penalty: 4184.462891
	Iteration 44Q: 3 clusters Score -691242.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -691256.375000 Penalty: 4184.462891
	Iteration 45Q: 3 clusters Score -691256.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -691273.125000 Penalty: 4184.462891
	Iteration 46Q: 3 clusters Score -691273.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -691282.687500 Penalty: 4184.462891
	Iteration 47Q: 3 clusters Score -691282.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -691291.187500 Penalty: 4184.462891
	Iteration 48Q: 3 clusters Score -691291.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -691300.562500 Penalty: 4184.462891
	Iteration 49Q: 3 clusters Score -691300.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -691308.937500 Penalty: 4184.462891
	Iteration 50Q: 3 clusters Score -691308.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -691316.187500 Penalty: 4184.462891
	Iteration 51Q: 3 clusters Score -691316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -691317.562500 Penalty: 4184.462891
	Iteration 52Q: 3 clusters Score -691317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -691320.750000 Penalty: 4184.462891
	Iteration 53Q: 3 clusters Score -691320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -691322.687500 Penalty: 4184.462891
	Iteration 54Q: 3 clusters Score -691322.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -691324.250000 Penalty: 4184.462891
	Iteration 55Q: 3 clusters Score -691324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -691325.062500 Penalty: 4184.462891
	Iteration 56Q: 3 clusters Score -691325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -691326.312500 Penalty: 4184.462891
	Iteration 57Q: 3 clusters Score -691326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -691326.750000 Penalty: 4184.462891
	Iteration 58Q: 3 clusters Score -691326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -691326.625000 Penalty: 4184.462891
	Iteration 59Q: 3 clusters Score -691326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -691327.125000 Penalty: 4184.462891
	Iteration 60F: 3 clusters Score -691327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -1424810.750000 Penalty: 2264.131836
	Iteration 0F: 2 clusters Score -1424811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1417608.000000 Penalty: 4528.263672
	Iteration 0F: 3 clusters Score -1417608 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1419608.625000 Penalty: 4528.263672
	Iteration 1F: 3 clusters Score -1419609 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1419858.375000 Penalty: 4528.263672
	Iteration 2F: 3 clusters Score -1419858 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1420039.875000 Penalty: 4528.263672
	Iteration 3Q: 3 clusters Score -1420040 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1420171.500000 Penalty: 4528.263672
	Iteration 4Q: 3 clusters Score -1420172 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1420245.125000 Penalty: 4528.263672
	Iteration 5Q: 3 clusters Score -1420245 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1420308.750000 Penalty: 4528.263672
	Iteration 6Q: 3 clusters Score -1420309 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1420358.500000 Penalty: 4528.263672
	Iteration 7Q: 3 clusters Score -1420358 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1420403.500000 Penalty: 4528.263672
	Iteration 8Q: 3 clusters Score -1420404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1420439.625000 Penalty: 4528.263672
	Iteration 9Q: 3 clusters Score -1420440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1420468.500000 Penalty: 4528.263672
	Iteration 10Q: 3 clusters Score -1420468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1420491.750000 Penalty: 4528.263672
	Iteration 11Q: 3 clusters Score -1420492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1420508.125000 Penalty: 4528.263672
	Iteration 12Q: 3 clusters Score -1420508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1420533.125000 Penalty: 4528.263672
	Iteration 13Q: 3 clusters Score -1420533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1420560.625000 Penalty: 4528.263672
	Iteration 14Q: 3 clusters Score -1420561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1420579.250000 Penalty: 4528.263672
	Iteration 15Q: 3 clusters Score -1420579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1420602.375000 Penalty: 4528.263672
	Iteration 16Q: 3 clusters Score -1420602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1420618.750000 Penalty: 4528.263672
	Iteration 17Q: 3 clusters Score -1420619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1420635.875000 Penalty: 4528.263672
	Iteration 18Q: 3 clusters Score -1420636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1420655.500000 Penalty: 4528.263672
	Iteration 19Q: 3 clusters Score -1420656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1420678.750000 Penalty: 4528.263672
	Iteration 20F: 3 clusters Score -1420679 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1420698.750000 Penalty: 4528.263672
	Iteration 21Q: 3 clusters Score -1420699 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1420717.125000 Penalty: 4528.263672
	Iteration 22Q: 3 clusters Score -1420717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1420739.000000 Penalty: 4528.263672
	Iteration 23Q: 3 clusters Score -1420739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1420759.875000 Penalty: 4528.263672
	Iteration 24Q: 3 clusters Score -1420760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1420783.875000 Penalty: 4528.263672
	Iteration 25Q: 3 clusters Score -1420784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1420822.500000 Penalty: 4528.263672
	Iteration 26Q: 3 clusters Score -1420822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1420872.125000 Penalty: 4528.263672
	Iteration 27Q: 3 clusters Score -1420872 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1420934.125000 Penalty: 4528.263672
	Iteration 28Q: 3 clusters Score -1420934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1421007.875000 Penalty: 4528.263672
	Iteration 29Q: 3 clusters Score -1421008 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1421105.625000 Penalty: 4528.263672
	Iteration 30Q: 3 clusters Score -1421106 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1421216.375000 Penalty: 4528.263672
	Iteration 31Q: 3 clusters Score -1421216 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1421351.250000 Penalty: 4528.263672
	Iteration 32Q: 3 clusters Score -1421351 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1421525.250000 Penalty: 4528.263672
	Iteration 33Q: 3 clusters Score -1421525 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1421723.000000 Penalty: 4528.263672
	Iteration 34Q: 3 clusters Score -1421723 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1421922.125000 Penalty: 4528.263672
	Iteration 35Q: 3 clusters Score -1421922 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1422107.250000 Penalty: 4528.263672
	Iteration 36Q: 3 clusters Score -1422107 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1422266.750000 Penalty: 4528.263672
	Iteration 37Q: 3 clusters Score -1422267 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1422378.125000 Penalty: 4528.263672
	Iteration 38Q: 3 clusters Score -1422378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1422468.250000 Penalty: 4528.263672
	Iteration 39Q: 3 clusters Score -1422468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1422545.125000 Penalty: 4528.263672
	Iteration 40F: 3 clusters Score -1422545 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1422596.750000 Penalty: 4528.263672
	Iteration 41Q: 3 clusters Score -1422597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1422640.125000 Penalty: 4528.263672
	Iteration 42Q: 3 clusters Score -1422640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1422683.750000 Penalty: 4528.263672
	Iteration 43Q: 3 clusters Score -1422684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1422718.250000 Penalty: 4528.263672
	Iteration 44Q: 3 clusters Score -1422718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1422752.125000 Penalty: 4528.263672
	Iteration 45Q: 3 clusters Score -1422752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1422790.000000 Penalty: 4528.263672
	Iteration 46Q: 3 clusters Score -1422790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1422815.125000 Penalty: 4528.263672
	Iteration 47Q: 3 clusters Score -1422815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1422836.375000 Penalty: 4528.263672
	Iteration 48Q: 3 clusters Score -1422836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1422855.500000 Penalty: 4528.263672
	Iteration 49Q: 3 clusters Score -1422856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1422869.250000 Penalty: 4528.263672
	Iteration 50Q: 3 clusters Score -1422869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1422882.250000 Penalty: 4528.263672
	Iteration 51Q: 3 clusters Score -1422882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1422892.250000 Penalty: 4528.263672
	Iteration 52Q: 3 clusters Score -1422892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1422901.500000 Penalty: 4528.263672
	Iteration 53Q: 3 clusters Score -1422902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1422908.750000 Penalty: 4528.263672
	Iteration 54Q: 3 clusters Score -1422909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1422915.500000 Penalty: 4528.263672
	Iteration 55Q: 3 clusters Score -1422916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1422923.000000 Penalty: 4528.263672
	Iteration 56Q: 3 clusters Score -1422923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1422925.250000 Penalty: 4528.263672
	Iteration 57Q: 3 clusters Score -1422925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1422931.750000 Penalty: 4528.263672
	Iteration 58Q: 3 clusters Score -1422932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1422933.875000 Penalty: 4528.263672
	Iteration 59Q: 3 clusters Score -1422934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1422934.375000 Penalty: 4528.263672
	Iteration 60F: 3 clusters Score -1422934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1422935.500000 Penalty: 4528.263672
	Iteration 61Q: 3 clusters Score -1422936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1422936.625000 Penalty: 4528.263672
	Iteration 62Q: 3 clusters Score -1422937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1422939.500000 Penalty: 4528.263672
	Iteration 63Q: 3 clusters Score -1422940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1422944.625000 Penalty: 4528.263672
	Iteration 64Q: 3 clusters Score -1422945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1422944.500000 Penalty: 4528.263672
	Iteration 65Q: 3 clusters Score -1422944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1422944.500000 Penalty: 4528.263672
	Iteration 66F: 3 clusters Score -1422944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -42571.746094 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -42571.75 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 151 members 
Entering Unmasked Estep 
Score: -41293.769531 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -41293.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41404.710938 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -41404.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41422.183594 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -41422.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41430.648438 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -41430.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41430.648438 Penalty: 2851.698975
	Iteration 4F: 3 clusters Score -41430.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -36274.445312 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -36274.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35074.421875 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -35074.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35205.843750 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -35205.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35253.683594 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -35253.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35278.160156 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -35278.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35295.042969 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -35295.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35308.304688 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -35308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35314.257812 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -35314.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35330.125000 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -35330.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35331.410156 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -35331.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35336.968750 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -35336.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35336.968750 Penalty: 2846.937256
	Iteration 10F: 3 clusters Score -35336.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -3109015.500000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -3109016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3094983.750000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -3094984 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3099655.250000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -3099655 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3099998.250000 Penalty: 4911.459961
	Iteration 2Q: 3 clusters Score -3099998 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3100244.250000 Penalty: 4911.459961
	Iteration 3Q: 3 clusters Score -3100244 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3100438.000000 Penalty: 4911.459961
	Iteration 4Q: 3 clusters Score -3100438 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3100603.500000 Penalty: 4911.459961
	Iteration 5Q: 3 clusters Score -3100604 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3100755.250000 Penalty: 4911.459961
	Iteration 6Q: 3 clusters Score -3100755 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3100911.750000 Penalty: 4911.459961
	Iteration 7Q: 3 clusters Score -3100912 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3101095.250000 Penalty: 4911.459961
	Iteration 8Q: 3 clusters Score -3101095 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3101347.750000 Penalty: 4911.459961
	Iteration 9Q: 3 clusters Score -3101348 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3101620.000000 Penalty: 4911.459961
	Iteration 10Q: 3 clusters Score -3101620 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3102001.000000 Penalty: 4911.459961
	Iteration 11Q: 3 clusters Score -3102001 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3102508.250000 Penalty: 4911.459961
	Iteration 12Q: 3 clusters Score -3102508 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3103143.000000 Penalty: 4911.459961
	Iteration 13F: 3 clusters Score -3103143 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3103960.750000 Penalty: 4911.459961
	Iteration 14F: 3 clusters Score -3103961 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3104851.750000 Penalty: 4911.459961
	Iteration 15F: 3 clusters Score -3104852 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3105607.250000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -3105607 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3106096.500000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -3106096 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3106395.000000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -3106395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3106584.750000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -3106585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3106711.500000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -3106712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3106781.500000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -3106782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3106819.750000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -3106820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3106851.250000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -3106851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3106877.500000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -3106878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3106888.500000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -3106888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3106896.500000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -3106896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3106906.000000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -3106906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3106914.250000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -3106914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3106919.750000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -3106920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3106920.500000 Penalty: 4911.459961
	Iteration 30Q: 3 clusters Score -3106920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3106925.000000 Penalty: 4911.459961
	Iteration 31Q: 3 clusters Score -3106925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3106935.000000 Penalty: 4911.459961
	Iteration 32Q: 3 clusters Score -3106935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3106931.500000 Penalty: 4911.459961
	Iteration 33Q: 3 clusters Score -3106932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3106938.000000 Penalty: 4911.459961
	Iteration 34Q: 3 clusters Score -3106938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3106938.000000 Penalty: 4911.459961
	Iteration 35F: 3 clusters Score -3106938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -811563.187500 Penalty: 2125.165527
	Iteration 0F: 2 clusters Score -811563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -806853.562500 Penalty: 4250.331055
	Iteration 0F: 3 clusters Score -806853.6 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -807979.875000 Penalty: 4250.331055
	Iteration 1F: 3 clusters Score -807979.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -808175.000000 Penalty: 4250.331055
	Iteration 2F: 3 clusters Score -808175 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -808303.500000 Penalty: 4250.331055
	Iteration 3Q: 3 clusters Score -808303.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -808379.812500 Penalty: 4250.331055
	Iteration 4Q: 3 clusters Score -808379.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -808438.125000 Penalty: 4250.331055
	Iteration 5Q: 3 clusters Score -808438.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -808480.187500 Penalty: 4250.331055
	Iteration 6Q: 3 clusters Score -808480.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -808537.500000 Penalty: 4250.331055
	Iteration 7Q: 3 clusters Score -808537.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -808616.375000 Penalty: 4250.331055
	Iteration 8Q: 3 clusters Score -808616.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -808703.687500 Penalty: 4250.331055
	Iteration 9Q: 3 clusters Score -808703.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -808812.562500 Penalty: 4250.331055
	Iteration 10Q: 3 clusters Score -808812.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -808941.375000 Penalty: 4250.331055
	Iteration 11Q: 3 clusters Score -808941.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -809058.875000 Penalty: 4250.331055
	Iteration 12Q: 3 clusters Score -809058.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -809171.187500 Penalty: 4250.331055
	Iteration 13Q: 3 clusters Score -809171.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -809303.750000 Penalty: 4250.331055
	Iteration 14Q: 3 clusters Score -809303.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -809412.187500 Penalty: 4250.331055
	Iteration 15Q: 3 clusters Score -809412.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -809505.062500 Penalty: 4250.331055
	Iteration 16Q: 3 clusters Score -809505.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -809598.500000 Penalty: 4250.331055
	Iteration 17Q: 3 clusters Score -809598.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -809693.187500 Penalty: 4250.331055
	Iteration 18Q: 3 clusters Score -809693.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -809760.125000 Penalty: 4250.331055
	Iteration 19Q: 3 clusters Score -809760.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -809818.687500 Penalty: 4250.331055
	Iteration 20F: 3 clusters Score -809818.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -809862.750000 Penalty: 4250.331055
	Iteration 21Q: 3 clusters Score -809862.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -809907.500000 Penalty: 4250.331055
	Iteration 22Q: 3 clusters Score -809907.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -809948.375000 Penalty: 4250.331055
	Iteration 23Q: 3 clusters Score -809948.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -809981.750000 Penalty: 4250.331055
	Iteration 24Q: 3 clusters Score -809981.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -810003.375000 Penalty: 4250.331055
	Iteration 25Q: 3 clusters Score -810003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -810018.750000 Penalty: 4250.331055
	Iteration 26Q: 3 clusters Score -810018.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -810026.687500 Penalty: 4250.331055
	Iteration 27Q: 3 clusters Score -810026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -810031.875000 Penalty: 4250.331055
	Iteration 28Q: 3 clusters Score -810031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -810035.875000 Penalty: 4250.331055
	Iteration 29Q: 3 clusters Score -810035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -810039.125000 Penalty: 4250.331055
	Iteration 30Q: 3 clusters Score -810039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -810044.375000 Penalty: 4250.331055
	Iteration 31Q: 3 clusters Score -810044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -810046.250000 Penalty: 4250.331055
	Iteration 32Q: 3 clusters Score -810046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -810048.312500 Penalty: 4250.331055
	Iteration 33Q: 3 clusters Score -810048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -810050.625000 Penalty: 4250.331055
	Iteration 34Q: 3 clusters Score -810050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -810053.125000 Penalty: 4250.331055
	Iteration 35Q: 3 clusters Score -810053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -810055.062500 Penalty: 4250.331055
	Iteration 36Q: 3 clusters Score -810055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -810054.562500 Penalty: 4250.331055
	Iteration 37Q: 3 clusters Score -810054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -810055.687500 Penalty: 4250.331055
	Iteration 38Q: 3 clusters Score -810055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -810055.437500 Penalty: 4250.331055
	Iteration 39Q: 3 clusters Score -810055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -810055.437500 Penalty: 4250.331055
	Iteration 40F: 3 clusters Score -810055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -37113.867188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -37113.87 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 152 members 
Entering Unmasked Estep 
Score: -36013.175781 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -36013.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36136.031250 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -36136.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36197.351562 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -36197.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36237.636719 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -36237.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36254.542969 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -36254.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36256.882812 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -36256.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36256.882812 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -36256.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -117460.562500 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -117460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115712.875000 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -115712.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116075.046875 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -116075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116215.734375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -116215.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -116317.750000 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -116317.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -116421.492188 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -116421.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -116548.757812 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -116548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -116631.273438 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -116631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -116694.070312 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -116694.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -116749.460938 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -116749.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -116778.273438 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -116778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -116792.437500 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -116792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -116807.085938 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -116807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -116813.359375 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -116813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -116822.187500 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -116822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -116834.484375 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -116834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -116839.312500 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -116839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -116843.921875 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -116843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -116855.515625 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -116855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -116866.937500 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -116866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -116874.445312 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -116874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -116876.359375 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -116876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -70112.195312 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -70112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68627.226562 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -68627.23 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68998.226562 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -68998.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69127.539062 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -69127.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69251.351562 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -69251.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69324.476562 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -69324.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69379.976562 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -69379.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69398.179688 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -69398.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69415.812500 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -69415.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69421.679688 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -69421.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69425.218750 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -69425.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69430.632812 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -69430.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69437.007812 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -69437.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69452.468750 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -69452.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69461.648438 Penalty: 3142.187012
	Iteration 13Q: 3 clusters Score -69461.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69467.765625 Penalty: 3142.187012
	Iteration 14Q: 3 clusters Score -69467.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69473.703125 Penalty: 3142.187012
	Iteration 15Q: 3 clusters Score -69473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69477.375000 Penalty: 3142.187012
	Iteration 16Q: 3 clusters Score -69477.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69487.234375 Penalty: 3142.187012
	Iteration 17Q: 3 clusters Score -69487.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69493.351562 Penalty: 3142.187012
	Iteration 18Q: 3 clusters Score -69493.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69506.093750 Penalty: 3142.187012
	Iteration 19Q: 3 clusters Score -69506.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69518.593750 Penalty: 3142.187012
	Iteration 20F: 3 clusters Score -69518.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69525.835938 Penalty: 3142.187012
	Iteration 21Q: 3 clusters Score -69525.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69525.835938 Penalty: 3142.187012
	Iteration 22F: 3 clusters Score -69525.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -641319.812500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -641319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -637176.812500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -637176.8 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -638372.875000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -638372.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -638806.437500 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -638806.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -639173.250000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -639173.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -639593.875000 Penalty: 4166.392578
	Iteration 4F: 3 clusters Score -639593.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -640130.437500 Penalty: 4166.392578
	Iteration 5F: 3 clusters Score -640130.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -640541.000000 Penalty: 4166.392578
	Iteration 6F: 3 clusters Score -640541 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -640761.625000 Penalty: 4166.392578
	Iteration 7F: 3 clusters Score -640761.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -640866.812500 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -640866.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -640927.000000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -640927 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -640966.187500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -640966.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -640992.750000 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -640992.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -641003.750000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -641003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -641008.375000 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -641008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -641011.937500 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -641011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -641010.562500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -641010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -641010.750000 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -641010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -641012.375000 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -641012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -641012.875000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -641012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -641014.437500 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -641014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -641015.500000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -641015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -641017.125000 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -641017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -641018.500000 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -641018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -641018.250000 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -641018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -641018.250000 Penalty: 4166.392578
	Iteration 24F: 3 clusters Score -641018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -806123.312500 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -806123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -801295.187500 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -801295.2 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -802549.312500 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -802549.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -802867.812500 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -802867.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -803143.687500 Penalty: 4274.678711
	Iteration 3F: 3 clusters Score -803143.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -803411.500000 Penalty: 4274.678711
	Iteration 4F: 3 clusters Score -803411.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -803630.875000 Penalty: 4274.678711
	Iteration 5F: 3 clusters Score -803630.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -803800.687500 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -803800.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -803960.375000 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -803960.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -804091.437500 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -804091.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -804177.187500 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -804177.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -804257.437500 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -804257.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -804325.187500 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -804325.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -804378.250000 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -804378.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -804426.562500 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -804426.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -804469.062500 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -804469.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -804505.125000 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -804505.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -804536.812500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -804536.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -804570.750000 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -804570.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -804597.312500 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -804597.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -804618.187500 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -804618.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -804648.875000 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -804648.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -804671.437500 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -804671.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -804695.500000 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -804695.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -804727.812500 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -804727.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -804766.750000 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -804766.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -804791.875000 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -804791.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -804814.750000 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -804814.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -804829.687500 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -804829.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -804845.125000 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -804845.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -804856.125000 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -804856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -804870.562500 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -804870.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -804881.375000 Penalty: 4274.678711
	Iteration 31Q: 3 clusters Score -804881.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -804890.062500 Penalty: 4274.678711
	Iteration 32Q: 3 clusters Score -804890.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -804894.375000 Penalty: 4274.678711
	Iteration 33Q: 3 clusters Score -804894.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -804899.687500 Penalty: 4274.678711
	Iteration 34Q: 3 clusters Score -804899.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -804903.625000 Penalty: 4274.678711
	Iteration 35Q: 3 clusters Score -804903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -804908.000000 Penalty: 4274.678711
	Iteration 36Q: 3 clusters Score -804908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -804908.812500 Penalty: 4274.678711
	Iteration 37Q: 3 clusters Score -804908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -804908.000000 Penalty: 4274.678711
	Iteration 38Q: 3 clusters Score -804908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -804911.187500 Penalty: 4274.678711
	Iteration 39Q: 3 clusters Score -804911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -804913.062500 Penalty: 4274.678711
	Iteration 40F: 3 clusters Score -804913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -804914.875000 Penalty: 4274.678711
	Iteration 41Q: 3 clusters Score -804914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -804916.375000 Penalty: 4274.678711
	Iteration 42Q: 3 clusters Score -804916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -804916.187500 Penalty: 4274.678711
	Iteration 43Q: 3 clusters Score -804916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -804918.250000 Penalty: 4274.678711
	Iteration 44Q: 3 clusters Score -804918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -804919.875000 Penalty: 4274.678711
	Iteration 45Q: 3 clusters Score -804919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -804921.500000 Penalty: 4274.678711
	Iteration 46Q: 3 clusters Score -804921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -804920.625000 Penalty: 4274.678711
	Iteration 47Q: 3 clusters Score -804920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -804920.625000 Penalty: 4274.678711
	Iteration 48F: 3 clusters Score -804920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -210998.500000 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -210998.5 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 753 members 
Entering Unmasked Estep 
Score: -208757.875000 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -208757.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -209257.671875 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -209257.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -209456.421875 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -209456.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -209616.234375 Penalty: 3626.364258
	Iteration 3F: 3 clusters Score -209616.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -209731.984375 Penalty: 3626.364258
	Iteration 4Q: 3 clusters Score -209732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -209808.593750 Penalty: 3626.364258
	Iteration 5Q: 3 clusters Score -209808.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -209896.890625 Penalty: 3626.364258
	Iteration 6Q: 3 clusters Score -209896.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209969.343750 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -209969.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210028.171875 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -210028.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210086.781250 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -210086.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -210176.468750 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -210176.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -210249.671875 Penalty: 3626.364258
	Iteration 11Q: 3 clusters Score -210249.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210308.218750 Penalty: 3626.364258
	Iteration 12Q: 3 clusters Score -210308.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -210356.187500 Penalty: 3626.364258
	Iteration 13Q: 3 clusters Score -210356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210404.328125 Penalty: 3626.364258
	Iteration 14Q: 3 clusters Score -210404.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210455.843750 Penalty: 3626.364258
	Iteration 15Q: 3 clusters Score -210455.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -210497.812500 Penalty: 3626.364258
	Iteration 16Q: 3 clusters Score -210497.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210527.593750 Penalty: 3626.364258
	Iteration 17Q: 3 clusters Score -210527.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210544.187500 Penalty: 3626.364258
	Iteration 18Q: 3 clusters Score -210544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210550.984375 Penalty: 3626.364258
	Iteration 19Q: 3 clusters Score -210551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -210560.984375 Penalty: 3626.364258
	Iteration 20F: 3 clusters Score -210561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -210562.406250 Penalty: 3626.364258
	Iteration 21Q: 3 clusters Score -210562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210562.859375 Penalty: 3626.364258
	Iteration 22Q: 3 clusters Score -210562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210562.859375 Penalty: 3626.364258
	Iteration 23F: 3 clusters Score -210562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -106516.828125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -106516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104816.281250 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -104816.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105106.593750 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -105106.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105212.062500 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -105212.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105277.781250 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -105277.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105330.695312 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -105330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105411.960938 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -105412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105489.531250 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -105489.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105562.117188 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -105562.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -105598.890625 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -105598.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105631.203125 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -105631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105651.937500 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -105651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105666.109375 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -105666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -105689.398438 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -105689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105716.132812 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -105716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105742.070312 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -105742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105772.914062 Penalty: 3286.194580
	Iteration 15Q: 3 clusters Score -105772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105791.078125 Penalty: 3286.194580
	Iteration 16Q: 3 clusters Score -105791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105802.187500 Penalty: 3286.194580
	Iteration 17Q: 3 clusters Score -105802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105806.828125 Penalty: 3286.194580
	Iteration 18Q: 3 clusters Score -105806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105807.382812 Penalty: 3286.194580
	Iteration 19Q: 3 clusters Score -105807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105807.382812 Penalty: 3286.194580
	Iteration 20F: 3 clusters Score -105807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Entering Unmasked Estep 
Score: -4048033.250000 Penalty: 2529.303223
	Iteration 0F: 2 clusters Score -4048033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4029446.750000 Penalty: 5058.606445
	Iteration 0F: 3 clusters Score -4029447 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4036134.500000 Penalty: 5058.606445
	Iteration 1F: 3 clusters Score -4036134 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4036758.250000 Penalty: 5058.606445
	Iteration 2F: 3 clusters Score -4036758 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4037398.250000 Penalty: 5058.606445
	Iteration 3F: 3 clusters Score -4037398 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4038028.750000 Penalty: 5058.606445
	Iteration 4F: 3 clusters Score -4038029 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4038670.000000 Penalty: 5058.606445
	Iteration 5F: 3 clusters Score -4038670 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4039349.000000 Penalty: 5058.606445
	Iteration 6F: 3 clusters Score -4039349 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4039989.250000 Penalty: 5058.606445
	Iteration 7Q: 3 clusters Score -4039989 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4040647.000000 Penalty: 5058.606445
	Iteration 8Q: 3 clusters Score -4040647 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -4041255.000000 Penalty: 5058.606445
	Iteration 9Q: 3 clusters Score -4041255 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4041897.500000 Penalty: 5058.606445
	Iteration 10Q: 3 clusters Score -4041898 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4042535.250000 Penalty: 5058.606445
	Iteration 11Q: 3 clusters Score -4042535 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4043169.250000 Penalty: 5058.606445
	Iteration 12Q: 3 clusters Score -4043169 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4043785.000000 Penalty: 5058.606445
	Iteration 13Q: 3 clusters Score -4043785 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4044327.500000 Penalty: 5058.606445
	Iteration 14Q: 3 clusters Score -4044328 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4044851.250000 Penalty: 5058.606445
	Iteration 15Q: 3 clusters Score -4044851 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4045241.750000 Penalty: 5058.606445
	Iteration 16Q: 3 clusters Score -4045242 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4045491.000000 Penalty: 5058.606445
	Iteration 17Q: 3 clusters Score -4045491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4045648.250000 Penalty: 5058.606445
	Iteration 18Q: 3 clusters Score -4045648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4045737.000000 Penalty: 5058.606445
	Iteration 19Q: 3 clusters Score -4045737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4045793.250000 Penalty: 5058.606445
	Iteration 20F: 3 clusters Score -4045793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4045850.250000 Penalty: 5058.606445
	Iteration 21Q: 3 clusters Score -4045850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4045873.000000 Penalty: 5058.606445
	Iteration 22Q: 3 clusters Score -4045873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4045893.500000 Penalty: 5058.606445
	Iteration 23Q: 3 clusters Score -4045894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4045905.750000 Penalty: 5058.606445
	Iteration 24Q: 3 clusters Score -4045906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4045923.250000 Penalty: 5058.606445
	Iteration 25Q: 3 clusters Score -4045923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4045927.250000 Penalty: 5058.606445
	Iteration 26Q: 3 clusters Score -4045927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4045929.000000 Penalty: 5058.606445
	Iteration 27Q: 3 clusters Score -4045929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4045937.500000 Penalty: 5058.606445
	Iteration 28Q: 3 clusters Score -4045938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4045937.000000 Penalty: 5058.606445
	Iteration 29Q: 3 clusters Score -4045937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4045943.500000 Penalty: 5058.606445
	Iteration 30Q: 3 clusters Score -4045944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4045944.750000 Penalty: 5058.606445
	Iteration 31Q: 3 clusters Score -4045945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4045944.750000 Penalty: 5058.606445
	Iteration 32F: 3 clusters Score -4045945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Entering Unmasked Estep 
Score: -1344014.875000 Penalty: 2266.805908
	Iteration 0F: 2 clusters Score -1344015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1336719.500000 Penalty: 4533.611816
	Iteration 0F: 3 clusters Score -1336720 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1338826.250000 Penalty: 4533.611816
	Iteration 1F: 3 clusters Score -1338826 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1339269.375000 Penalty: 4533.611816
	Iteration 2F: 3 clusters Score -1339269 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1339613.500000 Penalty: 4533.611816
	Iteration 3F: 3 clusters Score -1339614 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1339891.375000 Penalty: 4533.611816
	Iteration 4F: 3 clusters Score -1339891 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1340135.125000 Penalty: 4533.611816
	Iteration 5Q: 3 clusters Score -1340135 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1340360.250000 Penalty: 4533.611816
	Iteration 6Q: 3 clusters Score -1340360 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1340582.125000 Penalty: 4533.611816
	Iteration 7Q: 3 clusters Score -1340582 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1340791.750000 Penalty: 4533.611816
	Iteration 8Q: 3 clusters Score -1340792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1340996.000000 Penalty: 4533.611816
	Iteration 9Q: 3 clusters Score -1340996 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1341180.000000 Penalty: 4533.611816
	Iteration 10Q: 3 clusters Score -1341180 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1341375.875000 Penalty: 4533.611816
	Iteration 11Q: 3 clusters Score -1341376 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1341568.250000 Penalty: 4533.611816
	Iteration 12Q: 3 clusters Score -1341568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1341759.875000 Penalty: 4533.611816
	Iteration 13Q: 3 clusters Score -1341760 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1341945.750000 Penalty: 4533.611816
	Iteration 14Q: 3 clusters Score -1341946 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1342125.125000 Penalty: 4533.611816
	Iteration 15Q: 3 clusters Score -1342125 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1342308.375000 Penalty: 4533.611816
	Iteration 16Q: 3 clusters Score -1342308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1342454.500000 Penalty: 4533.611816
	Iteration 17Q: 3 clusters Score -1342454 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1342560.500000 Penalty: 4533.611816
	Iteration 18Q: 3 clusters Score -1342560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1342671.375000 Penalty: 4533.611816
	Iteration 19Q: 3 clusters Score -1342671 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1342748.125000 Penalty: 4533.611816
	Iteration 20F: 3 clusters Score -1342748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1342812.875000 Penalty: 4533.611816
	Iteration 21Q: 3 clusters Score -1342813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1342860.500000 Penalty: 4533.611816
	Iteration 22Q: 3 clusters Score -1342860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1342883.500000 Penalty: 4533.611816
	Iteration 23Q: 3 clusters Score -1342884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1342913.250000 Penalty: 4533.611816
	Iteration 24Q: 3 clusters Score -1342913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1342939.125000 Penalty: 4533.611816
	Iteration 25Q: 3 clusters Score -1342939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1342958.000000 Penalty: 4533.611816
	Iteration 26Q: 3 clusters Score -1342958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1342970.875000 Penalty: 4533.611816
	Iteration 27Q: 3 clusters Score -1342971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1342981.875000 Penalty: 4533.611816
	Iteration 28Q: 3 clusters Score -1342982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1342992.750000 Penalty: 4533.611816
	Iteration 29Q: 3 clusters Score -1342993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1342998.375000 Penalty: 4533.611816
	Iteration 30Q: 3 clusters Score -1342998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1342999.375000 Penalty: 4533.611816
	Iteration 31Q: 3 clusters Score -1342999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1343002.250000 Penalty: 4533.611816
	Iteration 32Q: 3 clusters Score -1343002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1343010.375000 Penalty: 4533.611816
	Iteration 33Q: 3 clusters Score -1343010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1343013.875000 Penalty: 4533.611816
	Iteration 34Q: 3 clusters Score -1343014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1343018.250000 Penalty: 4533.611816
	Iteration 35Q: 3 clusters Score -1343018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1343018.250000 Penalty: 4533.611816
	Iteration 36Q: 3 clusters Score -1343018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1343020.750000 Penalty: 4533.611816
	Iteration 37Q: 3 clusters Score -1343021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1343019.625000 Penalty: 4533.611816
	Iteration 38Q: 3 clusters Score -1343020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1343020.875000 Penalty: 4533.611816
	Iteration 39Q: 3 clusters Score -1343021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1343025.125000 Penalty: 4533.611816
	Iteration 40F: 3 clusters Score -1343025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -324271.687500 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -324271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -321506.250000 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -321506.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -322013.937500 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -322013.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -322146.812500 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -322146.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -322239.187500 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -322239.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -322316.281250 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -322316.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322393.781250 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -322393.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -322479.531250 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -322479.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -322551.125000 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -322551.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -322596.156250 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -322596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -322623.781250 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -322623.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -322650.093750 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -322650.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -322685.812500 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -322685.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -322731.968750 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -322732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -322761.312500 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -322761.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -322795.312500 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -322795.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -322827.937500 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -322827.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -322858.593750 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -322858.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -322883.000000 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -322883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -322902.531250 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -322902.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -322913.156250 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -322913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -322923.000000 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -322923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -322939.281250 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -322939.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -322957.031250 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -322957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322980.531250 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -322980.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -323019.968750 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -323020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -323054.562500 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -323054.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -323086.375000 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -323086.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -323107.531250 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -323107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -323130.218750 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -323130.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -323157.093750 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -323157.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -323185.906250 Penalty: 3810.739990
	Iteration 30Q: 3 clusters Score -323185.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -323209.562500 Penalty: 3810.739990
	Iteration 31Q: 3 clusters Score -323209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -323237.906250 Penalty: 3810.739990
	Iteration 32Q: 3 clusters Score -323237.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -323262.468750 Penalty: 3810.739990
	Iteration 33Q: 3 clusters Score -323262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -323277.000000 Penalty: 3810.739990
	Iteration 34Q: 3 clusters Score -323277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -323295.937500 Penalty: 3810.739990
	Iteration 35Q: 3 clusters Score -323295.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -323317.656250 Penalty: 3810.739990
	Iteration 36Q: 3 clusters Score -323317.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -323337.781250 Penalty: 3810.739990
	Iteration 37Q: 3 clusters Score -323337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -323351.218750 Penalty: 3810.739990
	Iteration 38Q: 3 clusters Score -323351.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -323359.843750 Penalty: 3810.739990
	Iteration 39Q: 3 clusters Score -323359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -323368.406250 Penalty: 3810.739990
	Iteration 40F: 3 clusters Score -323368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -323371.062500 Penalty: 3810.739990
	Iteration 41Q: 3 clusters Score -323371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -323371.875000 Penalty: 3810.739990
	Iteration 42Q: 3 clusters Score -323371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -323371.875000 Penalty: 3810.739990
	Iteration 43F: 3 clusters Score -323371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Entering Unmasked Estep 
Score: -1754435.125000 Penalty: 2321.804932
	Iteration 0F: 2 clusters Score -1754435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1745677.125000 Penalty: 4643.609863
	Iteration 0F: 3 clusters Score -1745677 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1748287.875000 Penalty: 4643.609863
	Iteration 1F: 3 clusters Score -1748288 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1748563.250000 Penalty: 4643.609863
	Iteration 2F: 3 clusters Score -1748563 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1748750.750000 Penalty: 4643.609863
	Iteration 3Q: 3 clusters Score -1748751 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1748878.000000 Penalty: 4643.609863
	Iteration 4Q: 3 clusters Score -1748878 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1748965.500000 Penalty: 4643.609863
	Iteration 5Q: 3 clusters Score -1748966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1749037.125000 Penalty: 4643.609863
	Iteration 6Q: 3 clusters Score -1749037 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1749094.500000 Penalty: 4643.609863
	Iteration 7Q: 3 clusters Score -1749094 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1749148.625000 Penalty: 4643.609863
	Iteration 8Q: 3 clusters Score -1749149 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1749201.000000 Penalty: 4643.609863
	Iteration 9Q: 3 clusters Score -1749201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1749254.000000 Penalty: 4643.609863
	Iteration 10Q: 3 clusters Score -1749254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1749314.375000 Penalty: 4643.609863
	Iteration 11Q: 3 clusters Score -1749314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1749359.125000 Penalty: 4643.609863
	Iteration 12Q: 3 clusters Score -1749359 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1749417.625000 Penalty: 4643.609863
	Iteration 13Q: 3 clusters Score -1749418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1749490.875000 Penalty: 4643.609863
	Iteration 14Q: 3 clusters Score -1749491 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1749563.000000 Penalty: 4643.609863
	Iteration 15Q: 3 clusters Score -1749563 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1749644.625000 Penalty: 4643.609863
	Iteration 16Q: 3 clusters Score -1749645 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1749749.875000 Penalty: 4643.609863
	Iteration 17Q: 3 clusters Score -1749750 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1749901.625000 Penalty: 4643.609863
	Iteration 18Q: 3 clusters Score -1749902 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1750061.625000 Penalty: 4643.609863
	Iteration 19Q: 3 clusters Score -1750062 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1750232.250000 Penalty: 4643.609863
	Iteration 20F: 3 clusters Score -1750232 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1750407.375000 Penalty: 4643.609863
	Iteration 21Q: 3 clusters Score -1750407 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1750598.750000 Penalty: 4643.609863
	Iteration 22Q: 3 clusters Score -1750599 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1750807.500000 Penalty: 4643.609863
	Iteration 23Q: 3 clusters Score -1750808 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1751008.125000 Penalty: 4643.609863
	Iteration 24Q: 3 clusters Score -1751008 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1751209.250000 Penalty: 4643.609863
	Iteration 25Q: 3 clusters Score -1751209 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1751390.125000 Penalty: 4643.609863
	Iteration 26Q: 3 clusters Score -1751390 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1751558.750000 Penalty: 4643.609863
	Iteration 27Q: 3 clusters Score -1751559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1751703.375000 Penalty: 4643.609863
	Iteration 28Q: 3 clusters Score -1751703 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1751838.750000 Penalty: 4643.609863
	Iteration 29Q: 3 clusters Score -1751839 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1751939.250000 Penalty: 4643.609863
	Iteration 30Q: 3 clusters Score -1751939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1752022.250000 Penalty: 4643.609863
	Iteration 31Q: 3 clusters Score -1752022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1752099.875000 Penalty: 4643.609863
	Iteration 32Q: 3 clusters Score -1752100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1752160.125000 Penalty: 4643.609863
	Iteration 33Q: 3 clusters Score -1752160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1752211.000000 Penalty: 4643.609863
	Iteration 34Q: 3 clusters Score -1752211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1752245.375000 Penalty: 4643.609863
	Iteration 35Q: 3 clusters Score -1752245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1752279.750000 Penalty: 4643.609863
	Iteration 36Q: 3 clusters Score -1752280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1752295.000000 Penalty: 4643.609863
	Iteration 37Q: 3 clusters Score -1752295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1752315.875000 Penalty: 4643.609863
	Iteration 38Q: 3 clusters Score -1752316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1752328.125000 Penalty: 4643.609863
	Iteration 39Q: 3 clusters Score -1752328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1752334.875000 Penalty: 4643.609863
	Iteration 40F: 3 clusters Score -1752335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1752337.500000 Penalty: 4643.609863
	Iteration 41Q: 3 clusters Score -1752338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1752343.625000 Penalty: 4643.609863
	Iteration 42Q: 3 clusters Score -1752344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1752352.875000 Penalty: 4643.609863
	Iteration 43Q: 3 clusters Score -1752353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1752363.625000 Penalty: 4643.609863
	Iteration 44Q: 3 clusters Score -1752364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1752369.000000 Penalty: 4643.609863
	Iteration 45Q: 3 clusters Score -1752369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1752377.375000 Penalty: 4643.609863
	Iteration 46Q: 3 clusters Score -1752377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1752381.375000 Penalty: 4643.609863
	Iteration 47Q: 3 clusters Score -1752381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1752381.375000 Penalty: 4643.609863
	Iteration 48Q: 3 clusters Score -1752381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1752384.125000 Penalty: 4643.609863
	Iteration 49Q: 3 clusters Score -1752384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1752389.125000 Penalty: 4643.609863
	Iteration 50Q: 3 clusters Score -1752389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1752394.750000 Penalty: 4643.609863
	Iteration 51Q: 3 clusters Score -1752395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1752402.500000 Penalty: 4643.609863
	Iteration 52Q: 3 clusters Score -1752402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1752405.750000 Penalty: 4643.609863
	Iteration 53Q: 3 clusters Score -1752406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1752407.000000 Penalty: 4643.609863
	Iteration 54Q: 3 clusters Score -1752407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1752412.750000 Penalty: 4643.609863
	Iteration 55Q: 3 clusters Score -1752413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1752416.375000 Penalty: 4643.609863
	Iteration 56Q: 3 clusters Score -1752416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1752419.250000 Penalty: 4643.609863
	Iteration 57Q: 3 clusters Score -1752419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1752418.125000 Penalty: 4643.609863
	Iteration 58Q: 3 clusters Score -1752418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1752417.625000 Penalty: 4643.609863
	Iteration 59Q: 3 clusters Score -1752418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1752421.375000 Penalty: 4643.609863
	Iteration 60F: 3 clusters Score -1752421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1752422.875000 Penalty: 4643.609863
	Iteration 61Q: 3 clusters Score -1752423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1752421.500000 Penalty: 4643.609863
	Iteration 62Q: 3 clusters Score -1752422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1752423.375000 Penalty: 4643.609863
	Iteration 63Q: 3 clusters Score -1752423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1752425.750000 Penalty: 4643.609863
	Iteration 64Q: 3 clusters Score -1752426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1752426.500000 Penalty: 4643.609863
	Iteration 65Q: 3 clusters Score -1752426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1752427.750000 Penalty: 4643.609863
	Iteration 66Q: 3 clusters Score -1752428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1752432.875000 Penalty: 4643.609863
	Iteration 67Q: 3 clusters Score -1752433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1752438.250000 Penalty: 4643.609863
	Iteration 68Q: 3 clusters Score -1752438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1752446.125000 Penalty: 4643.609863
	Iteration 69Q: 3 clusters Score -1752446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1752450.375000 Penalty: 4643.609863
	Iteration 70Q: 3 clusters Score -1752450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1752453.250000 Penalty: 4643.609863
	Iteration 71Q: 3 clusters Score -1752453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1752455.875000 Penalty: 4643.609863
	Iteration 72Q: 3 clusters Score -1752456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1752459.625000 Penalty: 4643.609863
	Iteration 73Q: 3 clusters Score -1752460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1752459.625000 Penalty: 4643.609863
	Iteration 74Q: 3 clusters Score -1752460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1752461.250000 Penalty: 4643.609863
	Iteration 75Q: 3 clusters Score -1752461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1752461.250000 Penalty: 4643.609863
	Iteration 76F: 3 clusters Score -1752461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -1474584.250000 Penalty: 2277.172363
	Iteration 0F: 2 clusters Score -1474584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1467036.750000 Penalty: 4554.344727
	Iteration 0F: 3 clusters Score -1467037 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1469274.500000 Penalty: 4554.344727
	Iteration 1F: 3 clusters Score -1469274 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1469618.750000 Penalty: 4554.344727
	Iteration 2F: 3 clusters Score -1469619 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1469917.250000 Penalty: 4554.344727
	Iteration 3F: 3 clusters Score -1469917 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1470251.000000 Penalty: 4554.344727
	Iteration 4F: 3 clusters Score -1470251 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1470658.625000 Penalty: 4554.344727
	Iteration 5F: 3 clusters Score -1470659 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1471099.000000 Penalty: 4554.344727
	Iteration 6F: 3 clusters Score -1471099 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1471489.250000 Penalty: 4554.344727
	Iteration 7F: 3 clusters Score -1471489 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1471842.750000 Penalty: 4554.344727
	Iteration 8F: 3 clusters Score -1471843 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1472132.375000 Penalty: 4554.344727
	Iteration 9Q: 3 clusters Score -1472132 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1472351.125000 Penalty: 4554.344727
	Iteration 10Q: 3 clusters Score -1472351 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1472490.500000 Penalty: 4554.344727
	Iteration 11Q: 3 clusters Score -1472490 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1472585.375000 Penalty: 4554.344727
	Iteration 12Q: 3 clusters Score -1472585 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1472665.750000 Penalty: 4554.344727
	Iteration 13Q: 3 clusters Score -1472666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1472740.125000 Penalty: 4554.344727
	Iteration 14Q: 3 clusters Score -1472740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1472789.125000 Penalty: 4554.344727
	Iteration 15Q: 3 clusters Score -1472789 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1472829.125000 Penalty: 4554.344727
	Iteration 16Q: 3 clusters Score -1472829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1472870.625000 Penalty: 4554.344727
	Iteration 17Q: 3 clusters Score -1472871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1472906.500000 Penalty: 4554.344727
	Iteration 18Q: 3 clusters Score -1472906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1472931.500000 Penalty: 4554.344727
	Iteration 19Q: 3 clusters Score -1472932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1472957.875000 Penalty: 4554.344727
	Iteration 20F: 3 clusters Score -1472958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1472976.875000 Penalty: 4554.344727
	Iteration 21Q: 3 clusters Score -1472977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1472997.250000 Penalty: 4554.344727
	Iteration 22Q: 3 clusters Score -1472997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1473008.250000 Penalty: 4554.344727
	Iteration 23Q: 3 clusters Score -1473008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1473022.625000 Penalty: 4554.344727
	Iteration 24Q: 3 clusters Score -1473023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1473026.375000 Penalty: 4554.344727
	Iteration 25Q: 3 clusters Score -1473026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1473031.250000 Penalty: 4554.344727
	Iteration 26Q: 3 clusters Score -1473031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1473037.875000 Penalty: 4554.344727
	Iteration 27Q: 3 clusters Score -1473038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1473040.625000 Penalty: 4554.344727
	Iteration 28Q: 3 clusters Score -1473041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1473042.000000 Penalty: 4554.344727
	Iteration 29Q: 3 clusters Score -1473042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1473044.875000 Penalty: 4554.344727
	Iteration 30Q: 3 clusters Score -1473045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1473047.625000 Penalty: 4554.344727
	Iteration 31Q: 3 clusters Score -1473048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1473051.500000 Penalty: 4554.344727
	Iteration 32Q: 3 clusters Score -1473052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1473056.000000 Penalty: 4554.344727
	Iteration 33Q: 3 clusters Score -1473056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1473061.875000 Penalty: 4554.344727
	Iteration 34Q: 3 clusters Score -1473062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1473067.625000 Penalty: 4554.344727
	Iteration 35Q: 3 clusters Score -1473068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1473079.125000 Penalty: 4554.344727
	Iteration 36Q: 3 clusters Score -1473079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1473089.625000 Penalty: 4554.344727
	Iteration 37Q: 3 clusters Score -1473090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1473106.125000 Penalty: 4554.344727
	Iteration 38Q: 3 clusters Score -1473106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1473120.250000 Penalty: 4554.344727
	Iteration 39Q: 3 clusters Score -1473120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1473128.250000 Penalty: 4554.344727
	Iteration 40F: 3 clusters Score -1473128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1473139.250000 Penalty: 4554.344727
	Iteration 41Q: 3 clusters Score -1473139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1473142.500000 Penalty: 4554.344727
	Iteration 42Q: 3 clusters Score -1473142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1473146.000000 Penalty: 4554.344727
	Iteration 43Q: 3 clusters Score -1473146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1473147.875000 Penalty: 4554.344727
	Iteration 44Q: 3 clusters Score -1473148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1473152.875000 Penalty: 4554.344727
	Iteration 45Q: 3 clusters Score -1473153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1473155.250000 Penalty: 4554.344727
	Iteration 46Q: 3 clusters Score -1473155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1473160.000000 Penalty: 4554.344727
	Iteration 47Q: 3 clusters Score -1473160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1473159.750000 Penalty: 4554.344727
	Iteration 48Q: 3 clusters Score -1473160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1473158.125000 Penalty: 4554.344727
	Iteration 49Q: 3 clusters Score -1473158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1473158.250000 Penalty: 4554.344727
	Iteration 50Q: 3 clusters Score -1473158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1473161.750000 Penalty: 4554.344727
	Iteration 51Q: 3 clusters Score -1473162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1473161.875000 Penalty: 4554.344727
	Iteration 52Q: 3 clusters Score -1473162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1473161.000000 Penalty: 4554.344727
	Iteration 53Q: 3 clusters Score -1473161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1473163.625000 Penalty: 4554.344727
	Iteration 54Q: 3 clusters Score -1473164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1473164.125000 Penalty: 4554.344727
	Iteration 55Q: 3 clusters Score -1473164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1473162.125000 Penalty: 4554.344727
	Iteration 56Q: 3 clusters Score -1473162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1473165.250000 Penalty: 4554.344727
	Iteration 57Q: 3 clusters Score -1473165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1473166.250000 Penalty: 4554.344727
	Iteration 58Q: 3 clusters Score -1473166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1473167.875000 Penalty: 4554.344727
	Iteration 59Q: 3 clusters Score -1473168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1473167.875000 Penalty: 4554.344727
	Iteration 60F: 3 clusters Score -1473168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -32184.546875 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -32184.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31100.283203 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -31100.28 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31812.826172 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -31812.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32298.509766 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -32298.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32551.310547 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -32551.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32774.335938 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -32774.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32803.527344 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -32803.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32869.242188 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -32869.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32973.429688 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -32973.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33063.687500 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -33063.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33079.843750 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -33079.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33086.152344 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -33086.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33091.027344 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -33091.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33091.027344 Penalty: 3007.637451
	Iteration 12F: 3 clusters Score -33091.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26871 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 173035 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35556 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74773 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43980 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11886 members 
Mstep: Class 45 contains 148 members 
Entering Unmasked Estep 
Score: -70341552.000000 Penalty: 145776.453125
Splitting cluster 19 changes total score from -70342472.000000 to -70341552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (173035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173035 members 
Entering Unmasked Estep 
Score: -26426676.000000 Penalty: 2991.189697
	Iteration 0F: 2 clusters Score -2.642668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -26315532.000000 Penalty: 5982.379395
	Iteration 0F: 3 clusters Score -2.631553e+07 nChanged 82776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -26363842.000000 Penalty: 5982.379395
	Iteration 1F: 3 clusters Score -2.636384e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -26365060.000000 Penalty: 5982.379395
	Iteration 2Q: 3 clusters Score -2.636506e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -26366782.000000 Penalty: 5982.379395
	Iteration 3Q: 3 clusters Score -2.636678e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -26369766.000000 Penalty: 5982.379395
	Iteration 4Q: 3 clusters Score -2.636977e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -26375058.000000 Penalty: 5982.379395
	Iteration 5F: 3 clusters Score -2.637506e+07 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -26384866.000000 Penalty: 5982.379395
	Iteration 6F: 3 clusters Score -2.638487e+07 nChanged 15853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -26398936.000000 Penalty: 5982.379395
	Iteration 7F: 3 clusters Score -2.639894e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -26412692.000000 Penalty: 5982.379395
	Iteration 8F: 3 clusters Score -2.641269e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -26420462.000000 Penalty: 5982.379395
	Iteration 9F: 3 clusters Score -2.642046e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -26423010.000000 Penalty: 5982.379395
	Iteration 10Q: 3 clusters Score -2.642301e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -26423686.000000 Penalty: 5982.379395
	Iteration 11Q: 3 clusters Score -2.642369e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 172781 members 
Entering Unmasked Estep 
Score: -26423790.000000 Penalty: 5982.379395
	Iteration 12Q: 3 clusters Score -2.642379e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -26423862.000000 Penalty: 5982.379395
	Iteration 13Q: 3 clusters Score -2.642386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -26423906.000000 Penalty: 5982.379395
	Iteration 14Q: 3 clusters Score -2.642391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -26423890.000000 Penalty: 5982.379395
	Iteration 15Q: 3 clusters Score -2.642389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -26423918.000000 Penalty: 5982.379395
	Iteration 16Q: 3 clusters Score -2.642392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -26423966.000000 Penalty: 5982.379395
	Iteration 17Q: 3 clusters Score -2.642397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -26423972.000000 Penalty: 5982.379395
	Iteration 18Q: 3 clusters Score -2.642397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -26423966.000000 Penalty: 5982.379395
	Iteration 19Q: 3 clusters Score -2.642397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -26423976.000000 Penalty: 5982.379395
	Iteration 20F: 3 clusters Score -2.642398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -26423986.000000 Penalty: 5982.379395
	Iteration 21Q: 3 clusters Score -2.642399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -26423984.000000 Penalty: 5982.379395
	Iteration 22Q: 3 clusters Score -2.642398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -26423984.000000 Penalty: 5982.379395
	Iteration 23F: 3 clusters Score -2.642398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -87662.804688 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -87662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86063.187500 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -86063.19 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86285.492188 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -86285.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86352.742188 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -86352.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86391.265625 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -86391.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86408.453125 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -86408.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86422.773438 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -86422.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86465.429688 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -86465.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86476.093750 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -86476.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86497.945312 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -86497.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86505.906250 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -86505.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86510.320312 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -86510.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86515.171875 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -86515.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86516.445312 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -86516.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86516.445312 Penalty: 3213.340576
	Iteration 13F: 3 clusters Score -86516.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -46782.371094 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -46782.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45447.937500 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -45447.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45660.347656 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -45660.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45720.292969 Penalty: 2931.755127
	Iteration 2Q: 3 clusters Score -45720.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45740.089844 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -45740.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45750.722656 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -45750.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45758.046875 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -45758.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45759.593750 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -45759.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45759.593750 Penalty: 2931.755127
	Iteration 7F: 3 clusters Score -45759.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -94982.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -94982.87 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 386 members 
Entering Unmasked Estep 
Score: -93385.070312 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -93385.07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93957.210938 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -93957.21 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94358.367188 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -94358.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94760.859375 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -94760.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94988.093750 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -94988.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95160.117188 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -95160.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95263.359375 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -95263.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95401.992188 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -95401.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95426.046875 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -95426.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95446.093750 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -95446.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95448.742188 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -95448.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95452.843750 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -95452.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95460.109375 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -95460.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95464.812500 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -95464.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95464.812500 Penalty: 3273.535889
	Iteration 14F: 3 clusters Score -95464.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26871 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173035 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35556 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74773 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43980 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11886 members 
Mstep: Class 45 contains 530 members 
Entering Unmasked Estep 
Score: -70341240.000000 Penalty: 145776.453125
Splitting cluster 23 changes total score from -70342472.000000 to -70341240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -89501.359375 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -89501.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87849.023438 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -87849.02 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88125.281250 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -88125.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88277.921875 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -88277.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88409.429688 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -88409.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88530.367188 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -88530.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88660.906250 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -88660.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88738.250000 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -88738.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88778.296875 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -88778.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88820.929688 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -88820.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88880.695312 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -88880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88906.421875 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -88906.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88926.000000 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -88926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88951.367188 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -88951.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88978.117188 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -88978.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88992.992188 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -88992.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89036.132812 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -89036.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89072.914062 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -89072.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -89080.687500 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -89080.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89102.679688 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -89102.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89111.367188 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -89111.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89115.906250 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -89115.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89142.046875 Penalty: 3234.958008
	Iteration 21Q: 3 clusters Score -89142.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89152.859375 Penalty: 3234.958008
	Iteration 22Q: 3 clusters Score -89152.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89183.375000 Penalty: 3234.958008
	Iteration 23Q: 3 clusters Score -89183.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89212.343750 Penalty: 3234.958008
	Iteration 24Q: 3 clusters Score -89212.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89221.890625 Penalty: 3234.958008
	Iteration 25Q: 3 clusters Score -89221.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89233.281250 Penalty: 3234.958008
	Iteration 26Q: 3 clusters Score -89233.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89238.382812 Penalty: 3234.958008
	Iteration 27Q: 3 clusters Score -89238.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89245.031250 Penalty: 3234.958008
	Iteration 28Q: 3 clusters Score -89245.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89254.320312 Penalty: 3234.958008
	Iteration 29Q: 3 clusters Score -89254.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89261.242188 Penalty: 3234.958008
	Iteration 30Q: 3 clusters Score -89261.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89264.734375 Penalty: 3234.958008
	Iteration 31Q: 3 clusters Score -89264.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89268.109375 Penalty: 3234.958008
	Iteration 32Q: 3 clusters Score -89268.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89269.476562 Penalty: 3234.958008
	Iteration 33Q: 3 clusters Score -89269.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89269.476562 Penalty: 3234.958008
	Iteration 34F: 3 clusters Score -89269.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30053.828125 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30053.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28953.806641 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -28953.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29099.234375 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29099.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29175.326172 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -29175.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29223.929688 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29223.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29249.236328 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29249.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29321.318359 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -29321.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29364.306641 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -29364.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29369.062500 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -29369.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29369.062500 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -29369.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -82092.648438 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -82092.65 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 283 members 
Entering Unmasked Estep 
Score: -80595.671875 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -80595.67 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80983.945312 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -80983.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81197.000000 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -81197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81267.921875 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -81267.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81318.562500 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -81318.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81356.992188 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -81356.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81374.976562 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -81374.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81377.359375 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -81377.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81377.359375 Penalty: 3197.863525
	Iteration 8F: 3 clusters Score -81377.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -309017.937500 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -309017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -306328.437500 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -306328.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -306848.906250 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -306848.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306979.718750 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -306979.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307056.437500 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -307056.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -307122.812500 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -307122.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307201.468750 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -307201.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -307273.093750 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -307273.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307327.000000 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -307327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -307364.218750 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -307364.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -307394.343750 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -307394.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -307417.156250 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -307417.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -307436.937500 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -307436.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307449.062500 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -307449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -307462.781250 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -307462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307480.375000 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -307480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -307496.312500 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -307496.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -307511.125000 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -307511.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -307530.218750 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -307530.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -307545.312500 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -307545.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -307556.500000 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -307556.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -307569.250000 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -307569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -307585.531250 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -307585.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -307598.218750 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -307598.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -307612.093750 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -307612.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -307624.250000 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -307624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -307635.281250 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -307635.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -307643.937500 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -307643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -307644.562500 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -307644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -307644.968750 Penalty: 3785.189941
	Iteration 28Q: 3 clusters Score -307645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307644.937500 Penalty: 3785.189941
	Iteration 29Q: 3 clusters Score -307644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -307645.812500 Penalty: 3785.189941
	Iteration 30Q: 3 clusters Score -307645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -307645.812500 Penalty: 3785.189941
	Iteration 31F: 3 clusters Score -307645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18521.482422 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18521.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18556.589844 Penalty: 2478.617432
	Iteration 1F: 3 clusters Score -18556.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -289668.562500 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -289668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -287048.437500 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -287048.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -287552.093750 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -287552.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -287702.406250 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -287702.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -287821.500000 Penalty: 3768.805908
	Iteration 3F: 3 clusters Score -287821.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -287919.343750 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -287919.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -287998.125000 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -287998.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -288063.812500 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -288063.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288124.843750 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -288124.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288191.968750 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -288192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288269.062500 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -288269.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288366.718750 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -288366.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288476.437500 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -288476.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288566.125000 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -288566.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -288641.781250 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -288641.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -288697.968750 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -288698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288759.281250 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -288759.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288819.875000 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -288819.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288847.625000 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -288847.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -288865.593750 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -288865.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -288885.968750 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -288886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -288901.156250 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -288901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -288915.937500 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -288915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -288925.812500 Penalty: 3768.805908
	Iteration 22Q: 3 clusters Score -288925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -288931.062500 Penalty: 3768.805908
	Iteration 23Q: 3 clusters Score -288931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -288933.843750 Penalty: 3768.805908
	Iteration 24Q: 3 clusters Score -288933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288935.218750 Penalty: 3768.805908
	Iteration 25Q: 3 clusters Score -288935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288935.218750 Penalty: 3768.805908
	Iteration 26F: 3 clusters Score -288935.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -155838.734375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -155838.7 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 602 members 
Entering Unmasked Estep 
Score: -153798.531250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -153798.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154106.468750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -154106.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154184.609375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -154184.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154226.031250 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -154226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154248.187500 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -154248.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154263.578125 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -154263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154279.078125 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -154279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -154287.281250 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -154287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154302.031250 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -154302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154319.187500 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -154319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154330.468750 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -154330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154335.625000 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -154335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154338.046875 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -154338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154350.093750 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -154350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -154361.171875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -154361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154373.265625 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -154373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154380.625000 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -154380.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154394.203125 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -154394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154406.156250 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -154406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154414.437500 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -154414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154429.359375 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -154429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154475.093750 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -154475.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -154521.453125 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -154521.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154564.562500 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -154564.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154607.890625 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -154607.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154664.546875 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -154664.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154742.640625 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -154742.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154822.281250 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -154822.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -154924.953125 Penalty: 3509.181641
	Iteration 28Q: 3 clusters Score -154925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154990.375000 Penalty: 3509.181641
	Iteration 29Q: 3 clusters Score -154990.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155044.390625 Penalty: 3509.181641
	Iteration 30Q: 3 clusters Score -155044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155074.296875 Penalty: 3509.181641
	Iteration 31Q: 3 clusters Score -155074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155093.171875 Penalty: 3509.181641
	Iteration 32Q: 3 clusters Score -155093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155103.890625 Penalty: 3509.181641
	Iteration 33Q: 3 clusters Score -155103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155107.140625 Penalty: 3509.181641
	Iteration 34Q: 3 clusters Score -155107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155110.609375 Penalty: 3509.181641
	Iteration 35Q: 3 clusters Score -155110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155111.812500 Penalty: 3509.181641
	Iteration 36Q: 3 clusters Score -155111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155112.500000 Penalty: 3509.181641
	Iteration 37Q: 3 clusters Score -155112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155112.500000 Penalty: 3509.181641
	Iteration 38F: 3 clusters Score -155112.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Entering Unmasked Estep 
Score: -5414842.500000 Penalty: 2598.758545
	Iteration 0F: 2 clusters Score -5414842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5390716.500000 Penalty: 5197.517090
	Iteration 0F: 3 clusters Score -5390716 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5399714.000000 Penalty: 5197.517090
	Iteration 1F: 3 clusters Score -5399714 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5400195.000000 Penalty: 5197.517090
	Iteration 2Q: 3 clusters Score -5400195 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -5400713.000000 Penalty: 5197.517090
	Iteration 3Q: 3 clusters Score -5400713 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5401208.500000 Penalty: 5197.517090
	Iteration 4Q: 3 clusters Score -5401208 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5401701.500000 Penalty: 5197.517090
	Iteration 5Q: 3 clusters Score -5401702 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -5402226.500000 Penalty: 5197.517090
	Iteration 6Q: 3 clusters Score -5402226 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5402777.500000 Penalty: 5197.517090
	Iteration 7Q: 3 clusters Score -5402778 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5403438.500000 Penalty: 5197.517090
	Iteration 8Q: 3 clusters Score -5403438 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -5404095.000000 Penalty: 5197.517090
	Iteration 9Q: 3 clusters Score -5404095 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5404800.500000 Penalty: 5197.517090
	Iteration 10Q: 3 clusters Score -5404800 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5405622.500000 Penalty: 5197.517090
	Iteration 11Q: 3 clusters Score -5405622 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5406446.500000 Penalty: 5197.517090
	Iteration 12Q: 3 clusters Score -5406446 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5407253.000000 Penalty: 5197.517090
	Iteration 13Q: 3 clusters Score -5407253 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5407915.000000 Penalty: 5197.517090
	Iteration 14Q: 3 clusters Score -5407915 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5408409.000000 Penalty: 5197.517090
	Iteration 15Q: 3 clusters Score -5408409 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -5408683.000000 Penalty: 5197.517090
	Iteration 16Q: 3 clusters Score -5408683 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -5408887.000000 Penalty: 5197.517090
	Iteration 17Q: 3 clusters Score -5408887 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5408982.000000 Penalty: 5197.517090
	Iteration 18Q: 3 clusters Score -5408982 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -5409148.500000 Penalty: 5197.517090
	Iteration 19Q: 3 clusters Score -5409148 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5409304.000000 Penalty: 5197.517090
	Iteration 20F: 3 clusters Score -5409304 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5409454.500000 Penalty: 5197.517090
	Iteration 21Q: 3 clusters Score -5409454 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5409598.500000 Penalty: 5197.517090
	Iteration 22Q: 3 clusters Score -5409598 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5409737.500000 Penalty: 5197.517090
	Iteration 23Q: 3 clusters Score -5409738 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5409857.000000 Penalty: 5197.517090
	Iteration 24Q: 3 clusters Score -5409857 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -5410013.000000 Penalty: 5197.517090
	Iteration 25Q: 3 clusters Score -5410013 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5410154.000000 Penalty: 5197.517090
	Iteration 26Q: 3 clusters Score -5410154 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5410278.500000 Penalty: 5197.517090
	Iteration 27Q: 3 clusters Score -5410278 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -5410361.500000 Penalty: 5197.517090
	Iteration 28Q: 3 clusters Score -5410362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -5410446.000000 Penalty: 5197.517090
	Iteration 29Q: 3 clusters Score -5410446 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -5410523.500000 Penalty: 5197.517090
	Iteration 30Q: 3 clusters Score -5410524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5410576.000000 Penalty: 5197.517090
	Iteration 31Q: 3 clusters Score -5410576 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5410610.500000 Penalty: 5197.517090
	Iteration 32Q: 3 clusters Score -5410610 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -5410664.000000 Penalty: 5197.517090
	Iteration 33Q: 3 clusters Score -5410664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -5410720.000000 Penalty: 5197.517090
	Iteration 34Q: 3 clusters Score -5410720 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -5410758.500000 Penalty: 5197.517090
	Iteration 35Q: 3 clusters Score -5410758 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -5410803.500000 Penalty: 5197.517090
	Iteration 36Q: 3 clusters Score -5410804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -5410820.000000 Penalty: 5197.517090
	Iteration 37Q: 3 clusters Score -5410820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -5410832.500000 Penalty: 5197.517090
	Iteration 38Q: 3 clusters Score -5410832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5410883.000000 Penalty: 5197.517090
	Iteration 39Q: 3 clusters Score -5410883 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5410890.500000 Penalty: 5197.517090
	Iteration 40F: 3 clusters Score -5410890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -5410898.500000 Penalty: 5197.517090
	Iteration 41Q: 3 clusters Score -5410898 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -5410932.500000 Penalty: 5197.517090
	Iteration 42Q: 3 clusters Score -5410932 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -5410963.000000 Penalty: 5197.517090
	Iteration 43Q: 3 clusters Score -5410963 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5410980.500000 Penalty: 5197.517090
	Iteration 44Q: 3 clusters Score -5410980 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5411024.500000 Penalty: 5197.517090
	Iteration 45Q: 3 clusters Score -5411024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5411044.000000 Penalty: 5197.517090
	Iteration 46Q: 3 clusters Score -5411044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5411062.500000 Penalty: 5197.517090
	Iteration 47Q: 3 clusters Score -5411062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -5411073.000000 Penalty: 5197.517090
	Iteration 48Q: 3 clusters Score -5411073 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5411096.000000 Penalty: 5197.517090
	Iteration 49Q: 3 clusters Score -5411096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -5411109.000000 Penalty: 5197.517090
	Iteration 50Q: 3 clusters Score -5411109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -5411125.500000 Penalty: 5197.517090
	Iteration 51Q: 3 clusters Score -5411126 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -5411154.500000 Penalty: 5197.517090
	Iteration 52Q: 3 clusters Score -5411154 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5411171.500000 Penalty: 5197.517090
	Iteration 53Q: 3 clusters Score -5411172 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -5411197.500000 Penalty: 5197.517090
	Iteration 54Q: 3 clusters Score -5411198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -5411224.500000 Penalty: 5197.517090
	Iteration 55Q: 3 clusters Score -5411224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5411257.500000 Penalty: 5197.517090
	Iteration 56Q: 3 clusters Score -5411258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -5411265.000000 Penalty: 5197.517090
	Iteration 57Q: 3 clusters Score -5411265 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5411292.500000 Penalty: 5197.517090
	Iteration 58Q: 3 clusters Score -5411292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -5411342.000000 Penalty: 5197.517090
	Iteration 59Q: 3 clusters Score -5411342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5411361.500000 Penalty: 5197.517090
	Iteration 60F: 3 clusters Score -5411362 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5411399.000000 Penalty: 5197.517090
	Iteration 61Q: 3 clusters Score -5411399 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5411421.000000 Penalty: 5197.517090
	Iteration 62Q: 3 clusters Score -5411421 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5411458.500000 Penalty: 5197.517090
	Iteration 63Q: 3 clusters Score -5411458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5411488.000000 Penalty: 5197.517090
	Iteration 64Q: 3 clusters Score -5411488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5411525.000000 Penalty: 5197.517090
	Iteration 65Q: 3 clusters Score -5411525 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5411561.500000 Penalty: 5197.517090
	Iteration 66Q: 3 clusters Score -5411562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5411603.000000 Penalty: 5197.517090
	Iteration 67Q: 3 clusters Score -5411603 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5411649.000000 Penalty: 5197.517090
	Iteration 68Q: 3 clusters Score -5411649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5411689.500000 Penalty: 5197.517090
	Iteration 69Q: 3 clusters Score -5411690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5411734.500000 Penalty: 5197.517090
	Iteration 70Q: 3 clusters Score -5411734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -5411753.500000 Penalty: 5197.517090
	Iteration 71Q: 3 clusters Score -5411754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5411809.000000 Penalty: 5197.517090
	Iteration 72Q: 3 clusters Score -5411809 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5411861.500000 Penalty: 5197.517090
	Iteration 73Q: 3 clusters Score -5411862 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5411924.500000 Penalty: 5197.517090
	Iteration 74Q: 3 clusters Score -5411924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5411990.000000 Penalty: 5197.517090
	Iteration 75Q: 3 clusters Score -5411990 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5412052.000000 Penalty: 5197.517090
	Iteration 76Q: 3 clusters Score -5412052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5412101.500000 Penalty: 5197.517090
	Iteration 77Q: 3 clusters Score -5412102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5412148.000000 Penalty: 5197.517090
	Iteration 78Q: 3 clusters Score -5412148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5412202.000000 Penalty: 5197.517090
	Iteration 79Q: 3 clusters Score -5412202 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5412259.000000 Penalty: 5197.517090
	Iteration 80F: 3 clusters Score -5412259 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5412315.500000 Penalty: 5197.517090
	Iteration 81Q: 3 clusters Score -5412316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5412351.000000 Penalty: 5197.517090
	Iteration 82Q: 3 clusters Score -5412351 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5412397.000000 Penalty: 5197.517090
	Iteration 83Q: 3 clusters Score -5412397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5412433.500000 Penalty: 5197.517090
	Iteration 84Q: 3 clusters Score -5412434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5412461.000000 Penalty: 5197.517090
	Iteration 85Q: 3 clusters Score -5412461 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5412485.000000 Penalty: 5197.517090
	Iteration 86Q: 3 clusters Score -5412485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5412514.500000 Penalty: 5197.517090
	Iteration 87Q: 3 clusters Score -5412514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5412559.500000 Penalty: 5197.517090
	Iteration 88Q: 3 clusters Score -5412560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5412601.000000 Penalty: 5197.517090
	Iteration 89Q: 3 clusters Score -5412601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5412638.000000 Penalty: 5197.517090
	Iteration 90Q: 3 clusters Score -5412638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5412692.000000 Penalty: 5197.517090
	Iteration 91Q: 3 clusters Score -5412692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5412718.500000 Penalty: 5197.517090
	Iteration 92Q: 3 clusters Score -5412718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5412784.500000 Penalty: 5197.517090
	Iteration 93Q: 3 clusters Score -5412784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5412860.000000 Penalty: 5197.517090
	Iteration 94Q: 3 clusters Score -5412860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5412919.000000 Penalty: 5197.517090
	Iteration 95Q: 3 clusters Score -5412919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5412963.000000 Penalty: 5197.517090
	Iteration 96Q: 3 clusters Score -5412963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5413012.000000 Penalty: 5197.517090
	Iteration 97Q: 3 clusters Score -5413012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5413044.000000 Penalty: 5197.517090
	Iteration 98Q: 3 clusters Score -5413044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5413068.000000 Penalty: 5197.517090
	Iteration 99Q: 3 clusters Score -5413068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5413077.000000 Penalty: 5197.517090
	Iteration 100F: 3 clusters Score -5413077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5413082.500000 Penalty: 5197.517090
	Iteration 101Q: 3 clusters Score -5413082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5413102.500000 Penalty: 5197.517090
	Iteration 102Q: 3 clusters Score -5413102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5413124.500000 Penalty: 5197.517090
	Iteration 103Q: 3 clusters Score -5413124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5413127.000000 Penalty: 5197.517090
	Iteration 104Q: 3 clusters Score -5413127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5413123.000000 Penalty: 5197.517090
	Iteration 105Q: 3 clusters Score -5413123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5413129.000000 Penalty: 5197.517090
	Iteration 106Q: 3 clusters Score -5413129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5413133.500000 Penalty: 5197.517090
	Iteration 107Q: 3 clusters Score -5413134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5413131.500000 Penalty: 5197.517090
	Iteration 108Q: 3 clusters Score -5413132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5413132.000000 Penalty: 5197.517090
	Iteration 109Q: 3 clusters Score -5413132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5413133.000000 Penalty: 5197.517090
	Iteration 110Q: 3 clusters Score -5413133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5413133.500000 Penalty: 5197.517090
	Iteration 111Q: 3 clusters Score -5413134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5413134.000000 Penalty: 5197.517090
	Iteration 112Q: 3 clusters Score -5413134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5413140.000000 Penalty: 5197.517090
	Iteration 113Q: 3 clusters Score -5413140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5413140.000000 Penalty: 5197.517090
	Iteration 114Q: 3 clusters Score -5413140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5413141.000000 Penalty: 5197.517090
	Iteration 115Q: 3 clusters Score -5413141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5413145.000000 Penalty: 5197.517090
	Iteration 116Q: 3 clusters Score -5413145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5413145.000000 Penalty: 5197.517090
	Iteration 117F: 3 clusters Score -5413145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -15716.243164 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -15716.24 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 75 members 
Entering Unmasked Estep 
Score: -14770.440430 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -14770.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14824.091797 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -14824.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14834.140625 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -14834.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14843.501953 Penalty: 2488.570801
	Iteration 3Q: 3 clusters Score -14843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14850.618164 Penalty: 2488.570801
	Iteration 4Q: 3 clusters Score -14850.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14850.618164 Penalty: 2488.570801
	Iteration 5F: 3 clusters Score -14850.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (74773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Entering Unmasked Estep 
Score: -11524652.000000 Penalty: 2783.108643
	Iteration 0F: 2 clusters Score -1.152465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -11474613.000000 Penalty: 5566.217285
	Iteration 0F: 3 clusters Score -1.147461e+07 nChanged 35095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -11494770.000000 Penalty: 5566.217285
	Iteration 1F: 3 clusters Score -1.149477e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -11495622.000000 Penalty: 5566.217285
	Iteration 2Q: 3 clusters Score -1.149562e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -11496839.000000 Penalty: 5566.217285
	Iteration 3Q: 3 clusters Score -1.149684e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -11498366.000000 Penalty: 5566.217285
	Iteration 4Q: 3 clusters Score -1.149837e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -11500589.000000 Penalty: 5566.217285
	Iteration 5F: 3 clusters Score -1.150059e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -11503650.000000 Penalty: 5566.217285
	Iteration 6F: 3 clusters Score -1.150365e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -11507314.000000 Penalty: 5566.217285
	Iteration 7F: 3 clusters Score -1.150731e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -11510989.000000 Penalty: 5566.217285
	Iteration 8F: 3 clusters Score -1.151099e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -11513386.000000 Penalty: 5566.217285
	Iteration 9F: 3 clusters Score -1.151339e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -11514414.000000 Penalty: 5566.217285
	Iteration 10Q: 3 clusters Score -1.151441e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -11514929.000000 Penalty: 5566.217285
	Iteration 11Q: 3 clusters Score -1.151493e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -11515343.000000 Penalty: 5566.217285
	Iteration 12Q: 3 clusters Score -1.151534e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -11515639.000000 Penalty: 5566.217285
	Iteration 13Q: 3 clusters Score -1.151564e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -11515872.000000 Penalty: 5566.217285
	Iteration 14Q: 3 clusters Score -1.151587e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -11516046.000000 Penalty: 5566.217285
	Iteration 15Q: 3 clusters Score -1.151605e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -11516366.000000 Penalty: 5566.217285
	Iteration 16Q: 3 clusters Score -1.151637e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -11516595.000000 Penalty: 5566.217285
	Iteration 17Q: 3 clusters Score -1.15166e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -11516898.000000 Penalty: 5566.217285
	Iteration 18Q: 3 clusters Score -1.15169e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -11517283.000000 Penalty: 5566.217285
	Iteration 19Q: 3 clusters Score -1.151728e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -11517629.000000 Penalty: 5566.217285
	Iteration 20F: 3 clusters Score -1.151763e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -11517952.000000 Penalty: 5566.217285
	Iteration 21Q: 3 clusters Score -1.151795e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -11518261.000000 Penalty: 5566.217285
	Iteration 22Q: 3 clusters Score -1.151826e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -11518644.000000 Penalty: 5566.217285
	Iteration 23Q: 3 clusters Score -1.151864e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -11519007.000000 Penalty: 5566.217285
	Iteration 24Q: 3 clusters Score -1.151901e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -11519356.000000 Penalty: 5566.217285
	Iteration 25Q: 3 clusters Score -1.151936e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -11519653.000000 Penalty: 5566.217285
	Iteration 26Q: 3 clusters Score -1.151965e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -11519996.000000 Penalty: 5566.217285
	Iteration 27Q: 3 clusters Score -1.152e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -11520304.000000 Penalty: 5566.217285
	Iteration 28Q: 3 clusters Score -1.15203e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -11520580.000000 Penalty: 5566.217285
	Iteration 29Q: 3 clusters Score -1.152058e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -11520831.000000 Penalty: 5566.217285
	Iteration 30Q: 3 clusters Score -1.152083e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -11521019.000000 Penalty: 5566.217285
	Iteration 31Q: 3 clusters Score -1.152102e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -11521222.000000 Penalty: 5566.217285
	Iteration 32Q: 3 clusters Score -1.152122e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -11521395.000000 Penalty: 5566.217285
	Iteration 33Q: 3 clusters Score -1.15214e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -11521504.000000 Penalty: 5566.217285
	Iteration 34Q: 3 clusters Score -1.15215e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -11521640.000000 Penalty: 5566.217285
	Iteration 35Q: 3 clusters Score -1.152164e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -11521722.000000 Penalty: 5566.217285
	Iteration 36Q: 3 clusters Score -1.152172e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -11521805.000000 Penalty: 5566.217285
	Iteration 37Q: 3 clusters Score -1.15218e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -11521939.000000 Penalty: 5566.217285
	Iteration 38Q: 3 clusters Score -1.152194e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -11522012.000000 Penalty: 5566.217285
	Iteration 39Q: 3 clusters Score -1.152201e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -11522086.000000 Penalty: 5566.217285
	Iteration 40F: 3 clusters Score -1.152209e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -11522183.000000 Penalty: 5566.217285
	Iteration 41Q: 3 clusters Score -1.152218e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -11522240.000000 Penalty: 5566.217285
	Iteration 42Q: 3 clusters Score -1.152224e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -11522280.000000 Penalty: 5566.217285
	Iteration 43Q: 3 clusters Score -1.152228e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -11522331.000000 Penalty: 5566.217285
	Iteration 44Q: 3 clusters Score -1.152233e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -11522401.000000 Penalty: 5566.217285
	Iteration 45Q: 3 clusters Score -1.15224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -11522425.000000 Penalty: 5566.217285
	Iteration 46Q: 3 clusters Score -1.152242e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -11522446.000000 Penalty: 5566.217285
	Iteration 47Q: 3 clusters Score -1.152245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -11522500.000000 Penalty: 5566.217285
	Iteration 48Q: 3 clusters Score -1.15225e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -11522566.000000 Penalty: 5566.217285
	Iteration 49Q: 3 clusters Score -1.152257e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -11522628.000000 Penalty: 5566.217285
	Iteration 50Q: 3 clusters Score -1.152263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -11522669.000000 Penalty: 5566.217285
	Iteration 51Q: 3 clusters Score -1.152267e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -11522697.000000 Penalty: 5566.217285
	Iteration 52Q: 3 clusters Score -1.15227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -11522726.000000 Penalty: 5566.217285
	Iteration 53Q: 3 clusters Score -1.152273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -11522733.000000 Penalty: 5566.217285
	Iteration 54Q: 3 clusters Score -1.152273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -11522755.000000 Penalty: 5566.217285
	Iteration 55Q: 3 clusters Score -1.152276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -11522768.000000 Penalty: 5566.217285
	Iteration 56Q: 3 clusters Score -1.152277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -11522790.000000 Penalty: 5566.217285
	Iteration 57Q: 3 clusters Score -1.152279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -11522794.000000 Penalty: 5566.217285
	Iteration 58Q: 3 clusters Score -1.152279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -11522790.000000 Penalty: 5566.217285
	Iteration 59Q: 3 clusters Score -1.152279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -11522799.000000 Penalty: 5566.217285
	Iteration 60F: 3 clusters Score -1.15228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -11522787.000000 Penalty: 5566.217285
	Iteration 61Q: 3 clusters Score -1.152279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -11522809.000000 Penalty: 5566.217285
	Iteration 62Q: 3 clusters Score -1.152281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -11522822.000000 Penalty: 5566.217285
	Iteration 63Q: 3 clusters Score -1.152282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -11522823.000000 Penalty: 5566.217285
	Iteration 64Q: 3 clusters Score -1.152282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -11522828.000000 Penalty: 5566.217285
	Iteration 65Q: 3 clusters Score -1.152283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -11522829.000000 Penalty: 5566.217285
	Iteration 66Q: 3 clusters Score -1.152283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -11522832.000000 Penalty: 5566.217285
	Iteration 67Q: 3 clusters Score -1.152283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -11522838.000000 Penalty: 5566.217285
	Iteration 68Q: 3 clusters Score -1.152284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -11522834.000000 Penalty: 5566.217285
	Iteration 69Q: 3 clusters Score -1.152283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -11522842.000000 Penalty: 5566.217285
	Iteration 70Q: 3 clusters Score -1.152284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -11522846.000000 Penalty: 5566.217285
	Iteration 71Q: 3 clusters Score -1.152285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -11522850.000000 Penalty: 5566.217285
	Iteration 72Q: 3 clusters Score -1.152285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -11522854.000000 Penalty: 5566.217285
	Iteration 73Q: 3 clusters Score -1.152285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -11522846.000000 Penalty: 5566.217285
	Iteration 74Q: 3 clusters Score -1.152285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -11522847.000000 Penalty: 5566.217285
	Iteration 75Q: 3 clusters Score -1.152285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -11522850.000000 Penalty: 5566.217285
	Iteration 76Q: 3 clusters Score -1.152285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -11522848.000000 Penalty: 5566.217285
	Iteration 77Q: 3 clusters Score -1.152285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -11522857.000000 Penalty: 5566.217285
	Iteration 78Q: 3 clusters Score -1.152286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -11522856.000000 Penalty: 5566.217285
	Iteration 79Q: 3 clusters Score -1.152286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -11522856.000000 Penalty: 5566.217285
	Iteration 80F: 3 clusters Score -1.152286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -11522853.000000 Penalty: 5566.217285
	Iteration 81Q: 3 clusters Score -1.152285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -11522859.000000 Penalty: 5566.217285
	Iteration 82Q: 3 clusters Score -1.152286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -11522859.000000 Penalty: 5566.217285
	Iteration 83F: 3 clusters Score -1.152286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -51316.582031 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -51316.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50070.144531 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -50070.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50216.910156 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -50216.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50295.894531 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -50295.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50334.144531 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -50334.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50363.527344 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -50363.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50370.855469 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -50370.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50386.582031 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -50386.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50390.562500 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -50390.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50394.507812 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -50394.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50399.117188 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -50399.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50399.117188 Penalty: 2952.808594
	Iteration 10F: 3 clusters Score -50399.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -29638.695312 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -29638.7 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: -28601.271484 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -28601.27 nChanged 67
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: -28894.722656 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -28894.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29037.093750 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -29037.09 nChanged 10
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: -29155.066406 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -29155.07 nChanged 13
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: -29297.535156 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -29297.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29394.822266 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -29394.82 nChanged 5
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: -29430.273438 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -29430.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29448.314453 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -29448.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29458.763672 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -29458.76 nChanged 1
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: -29466.466797 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -29466.47 nChanged 0
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: -29467.218750 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -29467.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29515.183594 Penalty: 2778.651123
	Iteration 11Q: 3 clusters Score -29515.18 nChanged 3
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: -29522.623047 Penalty: 2778.651123
	Iteration 12Q: 3 clusters Score -29522.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29577.564453 Penalty: 2778.651123
	Iteration 13Q: 3 clusters Score -29577.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29607.937500 Penalty: 2778.651123
	Iteration 14Q: 3 clusters Score -29607.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29627.763672 Penalty: 2778.651123
	Iteration 15Q: 3 clusters Score -29627.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29631.666016 Penalty: 2778.651123
	Iteration 16Q: 3 clusters Score -29631.67 nChanged 1
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: -29634.380859 Penalty: 2778.651123
	Iteration 17Q: 3 clusters Score -29634.38 nChanged 0
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: -29634.380859 Penalty: 2778.651123
	Iteration 18F: 3 clusters Score -29634.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -336731.312500 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -336731.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -333984.906250 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -333984.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -334570.781250 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -334570.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -334775.375000 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -334775.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -335029.093750 Penalty: 3842.379395
	Iteration 3F: 3 clusters Score -335029.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -335243.750000 Penalty: 3842.379395
	Iteration 4F: 3 clusters Score -335243.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -335446.437500 Penalty: 3842.379395
	Iteration 5F: 3 clusters Score -335446.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -335604.187500 Penalty: 3842.379395
	Iteration 6F: 3 clusters Score -335604.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -335717.531250 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -335717.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -335824.062500 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -335824.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -335880.937500 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -335880.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -335920.531250 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -335920.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -335944.062500 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -335944.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -335955.000000 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -335955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -335959.875000 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -335959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -335965.687500 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -335965.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -335970.906250 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -335970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -335971.843750 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -335971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -335972.937500 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -335972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -335975.062500 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -335975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -335975.906250 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -335975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -335977.750000 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -335977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -335978.000000 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -335978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -335978.000000 Penalty: 3842.379395
	Iteration 22F: 3 clusters Score -335978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -343381.000000 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -343381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -340547.125000 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -340547.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -341073.562500 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -341073.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -341234.250000 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -341234.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -341333.062500 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -341333.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -341396.750000 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -341396.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -341446.093750 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -341446.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -341501.406250 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -341501.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -341540.656250 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -341540.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -341589.718750 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -341589.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -341630.812500 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -341630.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -341659.968750 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -341660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -341687.875000 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -341687.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -341709.406250 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -341709.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -341730.718750 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -341730.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -341747.937500 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -341747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -341762.343750 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -341762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341773.000000 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -341773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341776.781250 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -341776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -341779.312500 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -341779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -341780.968750 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -341781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -341782.000000 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -341782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -341784.093750 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -341784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -341785.937500 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -341785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -341787.468750 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -341787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -341789.406250 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -341789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -341790.968750 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -341791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -341790.968750 Penalty: 3836.558105
	Iteration 26F: 3 clusters Score -341791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -105026.460938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -105026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103255.765625 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -103255.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103629.289062 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -103629.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103853.734375 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -103853.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104071.734375 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -104071.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104226.445312 Penalty: 3367.330078
	Iteration 4F: 3 clusters Score -104226.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104363.835938 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -104363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104519.882812 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -104519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104619.562500 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -104619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104687.804688 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -104687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104750.218750 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -104750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104783.625000 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -104783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104812.664062 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -104812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104828.632812 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -104828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104833.906250 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -104833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104833.906250 Penalty: 3367.330078
	Iteration 14F: 3 clusters Score -104833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37125.007812 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37125.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37230.949219 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37230.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37238.929688 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37238.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37245.894531 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37245.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37245.894531 Penalty: 2789.512695
	Iteration 4F: 3 clusters Score -37245.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -31901.746094 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -31901.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30844.568359 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -30844.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31022.509766 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -31022.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31049.349609 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -31049.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31053.630859 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -31053.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31061.580078 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -31061.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31068.337891 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -31068.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31072.291016 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -31072.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31080.746094 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -31080.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31105.082031 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -31105.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31140.830078 Penalty: 2810.547607
	Iteration 9Q: 3 clusters Score -31140.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31166.177734 Penalty: 2810.547607
	Iteration 10Q: 3 clusters Score -31166.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31202.464844 Penalty: 2810.547607
	Iteration 11Q: 3 clusters Score -31202.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31211.191406 Penalty: 2810.547607
	Iteration 12Q: 3 clusters Score -31211.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31229.980469 Penalty: 2810.547607
	Iteration 13Q: 3 clusters Score -31229.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31239.097656 Penalty: 2810.547607
	Iteration 14Q: 3 clusters Score -31239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31247.537109 Penalty: 2810.547607
	Iteration 15Q: 3 clusters Score -31247.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31263.330078 Penalty: 2810.547607
	Iteration 16Q: 3 clusters Score -31263.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31279.966797 Penalty: 2810.547607
	Iteration 17Q: 3 clusters Score -31279.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31294.101562 Penalty: 2810.547607
	Iteration 18Q: 3 clusters Score -31294.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31294.101562 Penalty: 2810.547607
	Iteration 19F: 3 clusters Score -31294.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -274382.062500 Penalty: 1876.445068
	Iteration 0F: 2 clusters Score -274382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271869.718750 Penalty: 3752.890137
	Iteration 0F: 3 clusters Score -271869.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272660.593750 Penalty: 3752.890137
	Iteration 1F: 3 clusters Score -272660.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -273333.312500 Penalty: 3752.890137
	Iteration 2F: 3 clusters Score -273333.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -273930.500000 Penalty: 3752.890137
	Iteration 3F: 3 clusters Score -273930.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -274226.187500 Penalty: 3752.890137
	Iteration 4F: 3 clusters Score -274226.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -274379.812500 Penalty: 3752.890137
	Iteration 5Q: 3 clusters Score -274379.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -274443.750000 Penalty: 3752.890137
	Iteration 6Q: 3 clusters Score -274443.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -274493.718750 Penalty: 3752.890137
	Iteration 7Q: 3 clusters Score -274493.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -274551.156250 Penalty: 3752.890137
	Iteration 8Q: 3 clusters Score -274551.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -274576.906250 Penalty: 3752.890137
	Iteration 9Q: 3 clusters Score -274576.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -274608.625000 Penalty: 3752.890137
	Iteration 10Q: 3 clusters Score -274608.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -274638.156250 Penalty: 3752.890137
	Iteration 11Q: 3 clusters Score -274638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -274675.375000 Penalty: 3752.890137
	Iteration 12Q: 3 clusters Score -274675.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -274697.781250 Penalty: 3752.890137
	Iteration 13Q: 3 clusters Score -274697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -274712.843750 Penalty: 3752.890137
	Iteration 14Q: 3 clusters Score -274712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -274719.000000 Penalty: 3752.890137
	Iteration 15Q: 3 clusters Score -274719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -274719.500000 Penalty: 3752.890137
	Iteration 16Q: 3 clusters Score -274719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -274720.437500 Penalty: 3752.890137
	Iteration 17Q: 3 clusters Score -274720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -274720.437500 Penalty: 3752.890137
	Iteration 18F: 3 clusters Score -274720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26871 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173035 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35556 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74773 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1174 members 
Mstep: Class 42 contains 43980 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11886 members 
Mstep: Class 45 contains 758 members 
Entering Unmasked Estep 
Score: -70341240.000000 Penalty: 145776.453125
Splitting cluster 41 changes total score from -70342472.000000 to -70341240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (43980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Entering Unmasked Estep 
Score: -6744547.500000 Penalty: 2651.489502
	Iteration 0F: 2 clusters Score -6744548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -6714929.500000 Penalty: 5302.979004
	Iteration 0F: 3 clusters Score -6714930 nChanged 20136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -6726130.500000 Penalty: 5302.979004
	Iteration 1F: 3 clusters Score -6726130 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -6726754.000000 Penalty: 5302.979004
	Iteration 2Q: 3 clusters Score -6726754 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6727284.500000 Penalty: 5302.979004
	Iteration 3Q: 3 clusters Score -6727284 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -6727884.500000 Penalty: 5302.979004
	Iteration 4Q: 3 clusters Score -6727884 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6728441.500000 Penalty: 5302.979004
	Iteration 5Q: 3 clusters Score -6728442 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -6729091.500000 Penalty: 5302.979004
	Iteration 6Q: 3 clusters Score -6729092 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6729692.000000 Penalty: 5302.979004
	Iteration 7Q: 3 clusters Score -6729692 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6730273.000000 Penalty: 5302.979004
	Iteration 8Q: 3 clusters Score -6730273 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -6730765.000000 Penalty: 5302.979004
	Iteration 9Q: 3 clusters Score -6730765 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -6731297.500000 Penalty: 5302.979004
	Iteration 10Q: 3 clusters Score -6731298 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -6731797.000000 Penalty: 5302.979004
	Iteration 11Q: 3 clusters Score -6731797 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -6732307.000000 Penalty: 5302.979004
	Iteration 12Q: 3 clusters Score -6732307 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -6732986.500000 Penalty: 5302.979004
	Iteration 13Q: 3 clusters Score -6732986 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -6733639.500000 Penalty: 5302.979004
	Iteration 14Q: 3 clusters Score -6733640 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -6734424.000000 Penalty: 5302.979004
	Iteration 15Q: 3 clusters Score -6734424 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -6735256.000000 Penalty: 5302.979004
	Iteration 16Q: 3 clusters Score -6735256 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -6736102.000000 Penalty: 5302.979004
	Iteration 17Q: 3 clusters Score -6736102 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -6737070.000000 Penalty: 5302.979004
	Iteration 18Q: 3 clusters Score -6737070 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -6737982.500000 Penalty: 5302.979004
	Iteration 19Q: 3 clusters Score -6737982 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -6738927.000000 Penalty: 5302.979004
	Iteration 20F: 3 clusters Score -6738927 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -6739809.000000 Penalty: 5302.979004
	Iteration 21Q: 3 clusters Score -6739809 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -6740505.500000 Penalty: 5302.979004
	Iteration 22Q: 3 clusters Score -6740506 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -6741040.500000 Penalty: 5302.979004
	Iteration 23Q: 3 clusters Score -6741040 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -6741479.000000 Penalty: 5302.979004
	Iteration 24Q: 3 clusters Score -6741479 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -6741762.500000 Penalty: 5302.979004
	Iteration 25Q: 3 clusters Score -6741762 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -6741919.000000 Penalty: 5302.979004
	Iteration 26Q: 3 clusters Score -6741919 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -6742052.000000 Penalty: 5302.979004
	Iteration 27Q: 3 clusters Score -6742052 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6742106.500000 Penalty: 5302.979004
	Iteration 28Q: 3 clusters Score -6742106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -6742167.500000 Penalty: 5302.979004
	Iteration 29Q: 3 clusters Score -6742168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6742196.500000 Penalty: 5302.979004
	Iteration 30Q: 3 clusters Score -6742196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -6742235.000000 Penalty: 5302.979004
	Iteration 31Q: 3 clusters Score -6742235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -6742257.000000 Penalty: 5302.979004
	Iteration 32Q: 3 clusters Score -6742257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -6742280.000000 Penalty: 5302.979004
	Iteration 33Q: 3 clusters Score -6742280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -6742301.500000 Penalty: 5302.979004
	Iteration 34Q: 3 clusters Score -6742302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -6742320.500000 Penalty: 5302.979004
	Iteration 35Q: 3 clusters Score -6742320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -6742320.000000 Penalty: 5302.979004
	Iteration 36Q: 3 clusters Score -6742320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -6742325.000000 Penalty: 5302.979004
	Iteration 37Q: 3 clusters Score -6742325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -6742329.500000 Penalty: 5302.979004
	Iteration 38Q: 3 clusters Score -6742330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6742342.500000 Penalty: 5302.979004
	Iteration 39Q: 3 clusters Score -6742342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -6742336.500000 Penalty: 5302.979004
	Iteration 40F: 3 clusters Score -6742336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -6742338.500000 Penalty: 5302.979004
	Iteration 41Q: 3 clusters Score -6742338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -6742341.500000 Penalty: 5302.979004
	Iteration 42Q: 3 clusters Score -6742342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -6742345.500000 Penalty: 5302.979004
	Iteration 43Q: 3 clusters Score -6742346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6742342.500000 Penalty: 5302.979004
	Iteration 44Q: 3 clusters Score -6742342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -6742345.000000 Penalty: 5302.979004
	Iteration 45Q: 3 clusters Score -6742345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6742350.500000 Penalty: 5302.979004
	Iteration 46Q: 3 clusters Score -6742350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6742350.500000 Penalty: 5302.979004
	Iteration 47F: 3 clusters Score -6742350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -21764.121094 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -21764.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20681.542969 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -20681.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20816.667969 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -20816.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20836.138672 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -20836.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20845.304688 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -20845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20845.304688 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -20845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1839885.125000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1839885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1831074.000000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1831074 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1833708.625000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1833709 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1834011.500000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1834012 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1834208.125000 Penalty: 4654.025879
	Iteration 3Q: 3 clusters Score -1834208 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1834356.250000 Penalty: 4654.025879
	Iteration 4Q: 3 clusters Score -1834356 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1834476.250000 Penalty: 4654.025879
	Iteration 5Q: 3 clusters Score -1834476 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1834572.250000 Penalty: 4654.025879
	Iteration 6Q: 3 clusters Score -1834572 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1834669.250000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1834669 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1834771.875000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1834772 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1834886.625000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1834887 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1835031.625000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1835032 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1835190.625000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1835191 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1835364.125000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1835364 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1835576.375000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1835576 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1835799.875000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1835800 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1836069.625000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1836070 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1836335.875000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1836336 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1836576.875000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1836577 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1836832.500000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1836832 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1837033.125000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1837033 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1837223.000000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1837223 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1837358.000000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1837358 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1837463.750000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1837464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1837560.250000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1837560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1837616.750000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1837617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1837676.750000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1837677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1837727.500000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1837728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1837768.750000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1837769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1837793.125000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1837793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1837817.125000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1837817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1837831.250000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1837831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1837852.250000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1837852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1837862.500000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1837862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1837870.250000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1837870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1837871.875000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1837872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1837878.250000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1837878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1837882.750000 Penalty: 4654.025879
	Iteration 36Q: 3 clusters Score -1837883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1837888.625000 Penalty: 4654.025879
	Iteration 37Q: 3 clusters Score -1837889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1837893.625000 Penalty: 4654.025879
	Iteration 38Q: 3 clusters Score -1837894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1837896.750000 Penalty: 4654.025879
	Iteration 39Q: 3 clusters Score -1837897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1837901.125000 Penalty: 4654.025879
	Iteration 40F: 3 clusters Score -1837901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1837902.375000 Penalty: 4654.025879
	Iteration 41Q: 3 clusters Score -1837902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1837901.000000 Penalty: 4654.025879
	Iteration 42Q: 3 clusters Score -1837901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1837901.000000 Penalty: 4654.025879
	Iteration 43F: 3 clusters Score -1837901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26871 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173035 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35556 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74773 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 43980 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342352.000000 Penalty: 142536.968750
Iteration 279Q: 45 clusters Score -7.034235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9226 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26870 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 9723 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173015 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35555 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74774 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1933 members 
Mstep: Class 42 contains 43979 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342376.000000 Penalty: 142536.968750
Iteration 280F: 45 clusters Score -7.034238e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9227 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26867 members 
Mstep: Class 15 contains 9322 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 9723 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 173004 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35556 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74771 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342448.000000 Penalty: 142536.968750
Iteration 281Q: 45 clusters Score -7.034245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26865 members 
Mstep: Class 15 contains 9322 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 9724 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172993 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35553 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74764 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342408.000000 Penalty: 142536.968750
Iteration 282Q: 45 clusters Score -7.034241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26862 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172980 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35550 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74757 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342440.000000 Penalty: 142536.968750
Iteration 283Q: 45 clusters Score -7.034244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26858 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172974 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74748 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43979 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 11984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342448.000000 Penalty: 142536.968750
Iteration 284Q: 45 clusters Score -7.034245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9234 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26852 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11643 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172963 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35544 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74741 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342488.000000 Penalty: 142536.968750
Iteration 285Q: 45 clusters Score -7.034249e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26848 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11644 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172941 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35545 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74744 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 43978 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342504.000000 Penalty: 142536.968750
Iteration 286Q: 45 clusters Score -7.03425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26844 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11644 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172928 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35545 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74751 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342528.000000 Penalty: 142536.968750
Iteration 287Q: 45 clusters Score -7.034253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26843 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11645 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172914 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35545 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74754 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342512.000000 Penalty: 142536.968750
Iteration 288Q: 45 clusters Score -7.034251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26841 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11645 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172901 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35547 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74751 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342536.000000 Penalty: 142536.968750
Iteration 289Q: 45 clusters Score -7.034254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19969 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26839 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11645 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172890 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35546 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74746 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342480.000000 Penalty: 142536.968750
Iteration 290Q: 45 clusters Score -7.034248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26836 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172886 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74734 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342528.000000 Penalty: 142536.968750
Iteration 291Q: 45 clusters Score -7.034253e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26835 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172883 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74724 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342560.000000 Penalty: 142536.968750
Iteration 292Q: 45 clusters Score -7.034256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9239 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172872 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74726 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342528.000000 Penalty: 142536.968750
Iteration 293Q: 45 clusters Score -7.034253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11645 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172862 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35549 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74725 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342512.000000 Penalty: 142536.968750
Iteration 294Q: 45 clusters Score -7.034251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11647 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172850 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74725 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342544.000000 Penalty: 142536.968750
Iteration 295Q: 45 clusters Score -7.034254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26833 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172841 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74724 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342568.000000 Penalty: 142536.968750
Iteration 296Q: 45 clusters Score -7.034257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26832 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172833 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35547 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74724 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342520.000000 Penalty: 142536.968750
Iteration 297Q: 45 clusters Score -7.034252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26832 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172831 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35547 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74720 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342552.000000 Penalty: 142536.968750
Iteration 298Q: 45 clusters Score -7.034255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26832 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172826 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74719 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342576.000000 Penalty: 142536.968750
Iteration 299Q: 45 clusters Score -7.034258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26831 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172821 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35548 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74719 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43976 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342568.000000 Penalty: 142536.968750
Iteration 300F: 45 clusters Score -7.034257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26827 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172814 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35546 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74718 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342640.000000 Penalty: 142536.968750
Iteration 301Q: 45 clusters Score -7.034264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26825 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172809 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35545 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74717 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342608.000000 Penalty: 142536.968750
Iteration 302Q: 45 clusters Score -7.034261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26824 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172801 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35545 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74715 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342608.000000 Penalty: 142536.968750
Iteration 303Q: 45 clusters Score -7.034261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26824 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172795 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35544 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74715 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342616.000000 Penalty: 142536.968750
Iteration 304Q: 45 clusters Score -7.034262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26824 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172786 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35542 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74714 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342600.000000 Penalty: 142536.968750
Iteration 305Q: 45 clusters Score -7.03426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26824 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172779 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35540 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74714 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342592.000000 Penalty: 142536.968750
Iteration 306Q: 45 clusters Score -7.034259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9244 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26823 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172777 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35539 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74711 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43972 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342640.000000 Penalty: 142536.968750
Iteration 307Q: 45 clusters Score -7.034264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9247 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26823 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172772 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35537 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74710 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43972 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342640.000000 Penalty: 142536.968750
Iteration 308Q: 45 clusters Score -7.034264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26823 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172759 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35534 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74714 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342656.000000 Penalty: 142536.968750
Iteration 309Q: 45 clusters Score -7.034266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9250 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26822 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172747 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35532 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74717 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342672.000000 Penalty: 142536.968750
Iteration 310Q: 45 clusters Score -7.034267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26820 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172740 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74715 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342680.000000 Penalty: 142536.968750
Iteration 311Q: 45 clusters Score -7.034268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9260 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26819 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172734 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74714 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342720.000000 Penalty: 142536.968750
Iteration 312Q: 45 clusters Score -7.034272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26817 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172728 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35530 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74713 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342712.000000 Penalty: 142536.968750
Iteration 313Q: 45 clusters Score -7.034271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11650 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172720 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74709 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342712.000000 Penalty: 142536.968750
Iteration 314Q: 45 clusters Score -7.034271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11652 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172707 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74712 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342664.000000 Penalty: 142536.968750
Iteration 315Q: 45 clusters Score -7.034266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11652 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172699 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74711 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 43972 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342696.000000 Penalty: 142536.968750
Iteration 316Q: 45 clusters Score -7.03427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9262 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172688 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74714 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342680.000000 Penalty: 142536.968750
Iteration 317Q: 45 clusters Score -7.034268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172676 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74717 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342688.000000 Penalty: 142536.968750
Iteration 318Q: 45 clusters Score -7.034269e+07 nChanged 17
Entering ConstructFrom: 
Score: -70342688.000000 Penalty: 142536.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -694233.000000 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -694233 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 2342 members 
Entering Unmasked Estep 
Score: -689965.812500 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -689965.8 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -691039.562500 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -691039.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -691246.000000 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -691246 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -691376.625000 Penalty: 4185.322754
	Iteration 3F: 3 clusters Score -691376.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -691458.062500 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -691458.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -691534.750000 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -691534.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -691596.312500 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -691596.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -691643.500000 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -691643.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -691684.062500 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -691684.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -691720.812500 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -691720.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -691748.625000 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -691748.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -691771.062500 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -691771.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -691802.437500 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -691802.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -691827.312500 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -691827.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -691848.312500 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -691848.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -691873.375000 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -691873.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -691891.875000 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -691891.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -691910.125000 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -691910.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -691930.937500 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -691930.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -691946.875000 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -691946.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -691966.062500 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -691966.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -691985.500000 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -691985.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -692010.875000 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -692010.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -692028.562500 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -692028.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -692051.625000 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -692051.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -692064.000000 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -692064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -692078.625000 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -692078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -692097.687500 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -692097.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -692113.062500 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -692113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -692135.375000 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -692135.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -692155.687500 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -692155.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -692174.250000 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -692174.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -692190.625000 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -692190.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -692207.437500 Penalty: 4185.322754
	Iteration 33Q: 3 clusters Score -692207.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -692223.125000 Penalty: 4185.322754
	Iteration 34Q: 3 clusters Score -692223.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -692233.062500 Penalty: 4185.322754
	Iteration 35Q: 3 clusters Score -692233.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -692240.750000 Penalty: 4185.322754
	Iteration 36Q: 3 clusters Score -692240.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -692248.187500 Penalty: 4185.322754
	Iteration 37Q: 3 clusters Score -692248.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -692260.125000 Penalty: 4185.322754
	Iteration 38Q: 3 clusters Score -692260.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -692271.812500 Penalty: 4185.322754
	Iteration 39Q: 3 clusters Score -692271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -692282.937500 Penalty: 4185.322754
	Iteration 40F: 3 clusters Score -692282.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -692291.875000 Penalty: 4185.322754
	Iteration 41Q: 3 clusters Score -692291.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -692306.437500 Penalty: 4185.322754
	Iteration 42Q: 3 clusters Score -692306.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -692324.812500 Penalty: 4185.322754
	Iteration 43Q: 3 clusters Score -692324.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -692343.437500 Penalty: 4185.322754
	Iteration 44Q: 3 clusters Score -692343.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -692359.437500 Penalty: 4185.322754
	Iteration 45Q: 3 clusters Score -692359.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -692370.875000 Penalty: 4185.322754
	Iteration 46Q: 3 clusters Score -692370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -692376.312500 Penalty: 4185.322754
	Iteration 47Q: 3 clusters Score -692376.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -692386.625000 Penalty: 4185.322754
	Iteration 48Q: 3 clusters Score -692386.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -692395.500000 Penalty: 4185.322754
	Iteration 49Q: 3 clusters Score -692395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -692401.562500 Penalty: 4185.322754
	Iteration 50Q: 3 clusters Score -692401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -692410.375000 Penalty: 4185.322754
	Iteration 51Q: 3 clusters Score -692410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -692418.000000 Penalty: 4185.322754
	Iteration 52Q: 3 clusters Score -692418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -692434.875000 Penalty: 4185.322754
	Iteration 53Q: 3 clusters Score -692434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -692443.687500 Penalty: 4185.322754
	Iteration 54Q: 3 clusters Score -692443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -692447.875000 Penalty: 4185.322754
	Iteration 55Q: 3 clusters Score -692447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -692449.375000 Penalty: 4185.322754
	Iteration 56Q: 3 clusters Score -692449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -692450.750000 Penalty: 4185.322754
	Iteration 57Q: 3 clusters Score -692450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -692452.687500 Penalty: 4185.322754
	Iteration 58Q: 3 clusters Score -692452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -692453.875000 Penalty: 4185.322754
	Iteration 59Q: 3 clusters Score -692453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -692454.250000 Penalty: 4185.322754
	Iteration 60F: 3 clusters Score -692454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -692455.187500 Penalty: 4185.322754
	Iteration 61Q: 3 clusters Score -692455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -692455.812500 Penalty: 4185.322754
	Iteration 62Q: 3 clusters Score -692455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -692456.062500 Penalty: 4185.322754
	Iteration 63Q: 3 clusters Score -692456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -692456.062500 Penalty: 4185.322754
	Iteration 64F: 3 clusters Score -692456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Entering Unmasked Estep 
Score: -1431285.250000 Penalty: 2265.258545
	Iteration 0F: 2 clusters Score -1431285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1424122.375000 Penalty: 4530.517090
	Iteration 0F: 3 clusters Score -1424122 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1426075.750000 Penalty: 4530.517090
	Iteration 1F: 3 clusters Score -1426076 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1426347.375000 Penalty: 4530.517090
	Iteration 2F: 3 clusters Score -1426347 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1426533.500000 Penalty: 4530.517090
	Iteration 3Q: 3 clusters Score -1426534 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1426677.500000 Penalty: 4530.517090
	Iteration 4Q: 3 clusters Score -1426678 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1426811.250000 Penalty: 4530.517090
	Iteration 5Q: 3 clusters Score -1426811 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1426933.250000 Penalty: 4530.517090
	Iteration 6Q: 3 clusters Score -1426933 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1427030.750000 Penalty: 4530.517090
	Iteration 7Q: 3 clusters Score -1427031 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1427148.875000 Penalty: 4530.517090
	Iteration 8Q: 3 clusters Score -1427149 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1427319.000000 Penalty: 4530.517090
	Iteration 9Q: 3 clusters Score -1427319 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1427514.000000 Penalty: 4530.517090
	Iteration 10Q: 3 clusters Score -1427514 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1427736.500000 Penalty: 4530.517090
	Iteration 11Q: 3 clusters Score -1427736 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1427972.000000 Penalty: 4530.517090
	Iteration 12Q: 3 clusters Score -1427972 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1428236.625000 Penalty: 4530.517090
	Iteration 13Q: 3 clusters Score -1428237 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1428495.875000 Penalty: 4530.517090
	Iteration 14Q: 3 clusters Score -1428496 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1428688.625000 Penalty: 4530.517090
	Iteration 15Q: 3 clusters Score -1428689 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1428823.875000 Penalty: 4530.517090
	Iteration 16Q: 3 clusters Score -1428824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1428927.625000 Penalty: 4530.517090
	Iteration 17Q: 3 clusters Score -1428928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1429013.875000 Penalty: 4530.517090
	Iteration 18Q: 3 clusters Score -1429014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1429084.625000 Penalty: 4530.517090
	Iteration 19Q: 3 clusters Score -1429085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1429131.250000 Penalty: 4530.517090
	Iteration 20F: 3 clusters Score -1429131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1429160.125000 Penalty: 4530.517090
	Iteration 21Q: 3 clusters Score -1429160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1429196.750000 Penalty: 4530.517090
	Iteration 22Q: 3 clusters Score -1429197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1429227.500000 Penalty: 4530.517090
	Iteration 23Q: 3 clusters Score -1429228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1429258.625000 Penalty: 4530.517090
	Iteration 24Q: 3 clusters Score -1429259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1429275.375000 Penalty: 4530.517090
	Iteration 25Q: 3 clusters Score -1429275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1429289.125000 Penalty: 4530.517090
	Iteration 26Q: 3 clusters Score -1429289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1429299.750000 Penalty: 4530.517090
	Iteration 27Q: 3 clusters Score -1429300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1429306.625000 Penalty: 4530.517090
	Iteration 28Q: 3 clusters Score -1429307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1429310.125000 Penalty: 4530.517090
	Iteration 29Q: 3 clusters Score -1429310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1429320.750000 Penalty: 4530.517090
	Iteration 30Q: 3 clusters Score -1429321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1429328.625000 Penalty: 4530.517090
	Iteration 31Q: 3 clusters Score -1429329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1429333.125000 Penalty: 4530.517090
	Iteration 32Q: 3 clusters Score -1429333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1429337.500000 Penalty: 4530.517090
	Iteration 33Q: 3 clusters Score -1429338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1429345.750000 Penalty: 4530.517090
	Iteration 34Q: 3 clusters Score -1429346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1429349.875000 Penalty: 4530.517090
	Iteration 35Q: 3 clusters Score -1429350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1429356.125000 Penalty: 4530.517090
	Iteration 36Q: 3 clusters Score -1429356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1429365.375000 Penalty: 4530.517090
	Iteration 37Q: 3 clusters Score -1429365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1429369.125000 Penalty: 4530.517090
	Iteration 38Q: 3 clusters Score -1429369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1429372.875000 Penalty: 4530.517090
	Iteration 39Q: 3 clusters Score -1429373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1429374.875000 Penalty: 4530.517090
	Iteration 40F: 3 clusters Score -1429375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1429373.500000 Penalty: 4530.517090
	Iteration 41Q: 3 clusters Score -1429374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1429374.625000 Penalty: 4530.517090
	Iteration 42Q: 3 clusters Score -1429375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1429376.375000 Penalty: 4530.517090
	Iteration 43Q: 3 clusters Score -1429376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1429376.375000 Penalty: 4530.517090
	Iteration 44F: 3 clusters Score -1429376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -42571.746094 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -42571.75 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 160 members 
Entering Unmasked Estep 
Score: -41241.863281 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -41241.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41333.042969 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -41333.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41350.511719 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -41350.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41365.742188 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -41365.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41385.875000 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -41385.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41392.203125 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -41392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41392.203125 Penalty: 2851.698975
	Iteration 6F: 3 clusters Score -41392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -36274.445312 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -36274.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35069.578125 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -35069.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35172.917969 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -35172.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35220.718750 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -35220.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35237.300781 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -35237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35255.574219 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -35255.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35281.593750 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -35281.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35313.316406 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -35313.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35337.832031 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -35337.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35350.046875 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -35350.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35350.046875 Penalty: 2846.937256
	Iteration 9F: 3 clusters Score -35350.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -3109016.750000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -3109017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3095008.000000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -3095008 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3099687.500000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -3099688 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3100040.000000 Penalty: 4911.459961
	Iteration 2F: 3 clusters Score -3100040 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3100328.750000 Penalty: 4911.459961
	Iteration 3Q: 3 clusters Score -3100329 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3100552.500000 Penalty: 4911.459961
	Iteration 4Q: 3 clusters Score -3100552 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3100751.750000 Penalty: 4911.459961
	Iteration 5Q: 3 clusters Score -3100752 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3100952.500000 Penalty: 4911.459961
	Iteration 6Q: 3 clusters Score -3100952 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3101136.750000 Penalty: 4911.459961
	Iteration 7Q: 3 clusters Score -3101137 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3101353.250000 Penalty: 4911.459961
	Iteration 8Q: 3 clusters Score -3101353 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3101618.500000 Penalty: 4911.459961
	Iteration 9Q: 3 clusters Score -3101618 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3102057.500000 Penalty: 4911.459961
	Iteration 10Q: 3 clusters Score -3102058 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3102656.250000 Penalty: 4911.459961
	Iteration 11Q: 3 clusters Score -3102656 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3103449.500000 Penalty: 4911.459961
	Iteration 12F: 3 clusters Score -3103450 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3104340.250000 Penalty: 4911.459961
	Iteration 13F: 3 clusters Score -3104340 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3105237.750000 Penalty: 4911.459961
	Iteration 14F: 3 clusters Score -3105238 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3105934.000000 Penalty: 4911.459961
	Iteration 15Q: 3 clusters Score -3105934 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3106351.750000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -3106352 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3106580.250000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -3106580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3106694.500000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -3106694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3106761.000000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -3106761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3106793.250000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -3106793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3106799.250000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -3106799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3106803.000000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -3106803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3106818.250000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -3106818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3106821.250000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -3106821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3106827.500000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -3106828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3106834.250000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -3106834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3106838.500000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -3106838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3106848.750000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -3106849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3106846.250000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -3106846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3106846.250000 Penalty: 4911.459961
	Iteration 30F: 3 clusters Score -3106846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -811743.375000 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -811743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -807018.812500 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -807018.8 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -808091.125000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -808091.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -808353.750000 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -808353.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -808520.625000 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -808520.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -808641.875000 Penalty: 4250.425781
	Iteration 4Q: 3 clusters Score -808641.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -808756.062500 Penalty: 4250.425781
	Iteration 5Q: 3 clusters Score -808756.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -808872.812500 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -808872.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -808985.875000 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -808985.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -809086.062500 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -809086.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -809167.562500 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -809167.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -809220.125000 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -809220.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -809268.250000 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -809268.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -809313.000000 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -809313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -809346.250000 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -809346.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -809379.875000 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -809379.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -809416.750000 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -809416.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -809449.500000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -809449.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -809478.500000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -809478.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -809508.312500 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -809508.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -809534.812500 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -809534.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -809556.437500 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -809556.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -809582.375000 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -809582.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -809610.062500 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -809610.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -809637.125000 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -809637.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -809667.625000 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -809667.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -809700.437500 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -809700.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -809733.187500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -809733.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -809766.437500 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -809766.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -809790.875000 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -809790.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -809815.812500 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -809815.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -809842.437500 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -809842.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -809868.875000 Penalty: 4250.425781
	Iteration 31Q: 3 clusters Score -809868.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -809898.187500 Penalty: 4250.425781
	Iteration 32Q: 3 clusters Score -809898.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -809924.750000 Penalty: 4250.425781
	Iteration 33Q: 3 clusters Score -809924.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -809954.000000 Penalty: 4250.425781
	Iteration 34Q: 3 clusters Score -809954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -809985.562500 Penalty: 4250.425781
	Iteration 35Q: 3 clusters Score -809985.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -810014.812500 Penalty: 4250.425781
	Iteration 36Q: 3 clusters Score -810014.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -810040.187500 Penalty: 4250.425781
	Iteration 37Q: 3 clusters Score -810040.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -810058.500000 Penalty: 4250.425781
	Iteration 38Q: 3 clusters Score -810058.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -810075.125000 Penalty: 4250.425781
	Iteration 39Q: 3 clusters Score -810075.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -810090.812500 Penalty: 4250.425781
	Iteration 40F: 3 clusters Score -810090.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -810113.312500 Penalty: 4250.425781
	Iteration 41Q: 3 clusters Score -810113.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -810128.875000 Penalty: 4250.425781
	Iteration 42Q: 3 clusters Score -810128.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -810143.625000 Penalty: 4250.425781
	Iteration 43Q: 3 clusters Score -810143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -810154.687500 Penalty: 4250.425781
	Iteration 44Q: 3 clusters Score -810154.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -810166.750000 Penalty: 4250.425781
	Iteration 45Q: 3 clusters Score -810166.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -810176.125000 Penalty: 4250.425781
	Iteration 46Q: 3 clusters Score -810176.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -810179.812500 Penalty: 4250.425781
	Iteration 47Q: 3 clusters Score -810179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -810188.125000 Penalty: 4250.425781
	Iteration 48Q: 3 clusters Score -810188.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -810195.750000 Penalty: 4250.425781
	Iteration 49Q: 3 clusters Score -810195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -810198.250000 Penalty: 4250.425781
	Iteration 50Q: 3 clusters Score -810198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -810205.437500 Penalty: 4250.425781
	Iteration 51Q: 3 clusters Score -810205.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -810209.562500 Penalty: 4250.425781
	Iteration 52Q: 3 clusters Score -810209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -810213.937500 Penalty: 4250.425781
	Iteration 53Q: 3 clusters Score -810213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -810216.750000 Penalty: 4250.425781
	Iteration 54Q: 3 clusters Score -810216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -810222.687500 Penalty: 4250.425781
	Iteration 55Q: 3 clusters Score -810222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -810226.062500 Penalty: 4250.425781
	Iteration 56Q: 3 clusters Score -810226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -810228.875000 Penalty: 4250.425781
	Iteration 57Q: 3 clusters Score -810228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -810230.625000 Penalty: 4250.425781
	Iteration 58Q: 3 clusters Score -810230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -810232.687500 Penalty: 4250.425781
	Iteration 59Q: 3 clusters Score -810232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -810233.375000 Penalty: 4250.425781
	Iteration 60F: 3 clusters Score -810233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -810235.125000 Penalty: 4250.425781
	Iteration 61Q: 3 clusters Score -810235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -810237.937500 Penalty: 4250.425781
	Iteration 62Q: 3 clusters Score -810237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -810237.500000 Penalty: 4250.425781
	Iteration 63Q: 3 clusters Score -810237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -810240.000000 Penalty: 4250.425781
	Iteration 64Q: 3 clusters Score -810240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -810240.875000 Penalty: 4250.425781
	Iteration 65Q: 3 clusters Score -810240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -810240.875000 Penalty: 4250.425781
	Iteration 66F: 3 clusters Score -810240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -37113.867188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -37113.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35991.464844 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -35991.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36197.812500 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -36197.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36287.023438 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -36287.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36347.101562 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -36347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36371.218750 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -36371.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36382.605469 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -36382.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36387.906250 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -36387.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36394.675781 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -36394.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36400.058594 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -36400.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36400.058594 Penalty: 2812.260986
	Iteration 9F: 3 clusters Score -36400.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -117460.562500 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -117460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115697.445312 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -115697.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116033.718750 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -116033.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116154.820312 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -116154.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116207.320312 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -116207.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116233.390625 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -116233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116262.773438 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -116262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116310.742188 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -116310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116334.843750 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -116334.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116366.398438 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -116366.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116429.226562 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -116429.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116486.585938 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -116486.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116524.750000 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -116524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116568.539062 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -116568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -116602.085938 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -116602.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116621.500000 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -116621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116640.960938 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -116641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116663.437500 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -116663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116670.234375 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -116670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116674.179688 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -116674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -116676.960938 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -116677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -116676.960938 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -116677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -70112.195312 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -70112.2 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 285 members 
Entering Unmasked Estep 
Score: -68640.804688 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -68640.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68917.046875 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -68917.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69101.500000 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -69101.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69254.640625 Penalty: 3142.187012
	Iteration 3F: 3 clusters Score -69254.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69338.968750 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -69338.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69379.929688 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -69379.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69407.773438 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -69407.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69437.328125 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -69437.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69452.789062 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -69452.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69466.382812 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -69466.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69492.023438 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -69492.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69502.445312 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -69502.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69505.164062 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -69505.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69505.164062 Penalty: 3142.187012
	Iteration 13F: 3 clusters Score -69505.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -641319.812500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -641319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -637173.687500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -637173.7 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -638307.375000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -638307.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -638909.312500 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -638909.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -639406.937500 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -639406.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -639867.000000 Penalty: 4166.392578
	Iteration 4F: 3 clusters Score -639867 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -640263.437500 Penalty: 4166.392578
	Iteration 5F: 3 clusters Score -640263.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -640492.125000 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -640492.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -640644.187500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -640644.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -640754.000000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -640754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -640830.062500 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -640830.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -640909.187500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -640909.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -641000.500000 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -641000.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -641134.500000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -641134.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -641323.187500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -641323.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -641429.187500 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -641429.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -641473.437500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -641473.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -641505.937500 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -641505.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -641519.937500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -641519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -641537.687500 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -641537.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -641545.375000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -641545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -641551.625000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -641551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -641552.937500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -641552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -641552.937500 Penalty: 4166.392578
	Iteration 22F: 3 clusters Score -641552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172668 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74718 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12326 members 
Mstep: Class 45 contains 1503 members 
Entering Unmasked Estep 
Score: -70341920.000000 Penalty: 145776.453125
Splitting cluster 10 changes total score from -70342688.000000 to -70341920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -806557.250000 Penalty: 2137.474121
	Iteration 0F: 2 clusters Score -806557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -801700.250000 Penalty: 4274.948242
	Iteration 0F: 3 clusters Score -801700.2 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -802935.562500 Penalty: 4274.948242
	Iteration 1F: 3 clusters Score -802935.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -803206.812500 Penalty: 4274.948242
	Iteration 2F: 3 clusters Score -803206.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -803388.375000 Penalty: 4274.948242
	Iteration 3F: 3 clusters Score -803388.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -803517.562500 Penalty: 4274.948242
	Iteration 4Q: 3 clusters Score -803517.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -803619.500000 Penalty: 4274.948242
	Iteration 5Q: 3 clusters Score -803619.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -803704.562500 Penalty: 4274.948242
	Iteration 6Q: 3 clusters Score -803704.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -803789.562500 Penalty: 4274.948242
	Iteration 7Q: 3 clusters Score -803789.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -803876.250000 Penalty: 4274.948242
	Iteration 8Q: 3 clusters Score -803876.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -803974.625000 Penalty: 4274.948242
	Iteration 9Q: 3 clusters Score -803974.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -804075.312500 Penalty: 4274.948242
	Iteration 10Q: 3 clusters Score -804075.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -804217.875000 Penalty: 4274.948242
	Iteration 11Q: 3 clusters Score -804217.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -804370.062500 Penalty: 4274.948242
	Iteration 12Q: 3 clusters Score -804370.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -804518.500000 Penalty: 4274.948242
	Iteration 13Q: 3 clusters Score -804518.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -804628.500000 Penalty: 4274.948242
	Iteration 14Q: 3 clusters Score -804628.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -804722.875000 Penalty: 4274.948242
	Iteration 15Q: 3 clusters Score -804722.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -804802.250000 Penalty: 4274.948242
	Iteration 16Q: 3 clusters Score -804802.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -804878.187500 Penalty: 4274.948242
	Iteration 17Q: 3 clusters Score -804878.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -804928.500000 Penalty: 4274.948242
	Iteration 18Q: 3 clusters Score -804928.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -804959.812500 Penalty: 4274.948242
	Iteration 19Q: 3 clusters Score -804959.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -804980.187500 Penalty: 4274.948242
	Iteration 20F: 3 clusters Score -804980.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -804997.312500 Penalty: 4274.948242
	Iteration 21Q: 3 clusters Score -804997.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -805012.250000 Penalty: 4274.948242
	Iteration 22Q: 3 clusters Score -805012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -805016.000000 Penalty: 4274.948242
	Iteration 23Q: 3 clusters Score -805016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -805018.812500 Penalty: 4274.948242
	Iteration 24Q: 3 clusters Score -805018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -805020.625000 Penalty: 4274.948242
	Iteration 25Q: 3 clusters Score -805020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -805021.000000 Penalty: 4274.948242
	Iteration 26Q: 3 clusters Score -805021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -805022.750000 Penalty: 4274.948242
	Iteration 27Q: 3 clusters Score -805022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -805022.750000 Penalty: 4274.948242
	Iteration 28F: 3 clusters Score -805022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -210998.500000 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -210998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -208726.265625 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -208726.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -209255.734375 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -209255.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -209615.437500 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -209615.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209901.734375 Penalty: 3626.364258
	Iteration 3F: 3 clusters Score -209901.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210088.343750 Penalty: 3626.364258
	Iteration 4F: 3 clusters Score -210088.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -210231.609375 Penalty: 3626.364258
	Iteration 5F: 3 clusters Score -210231.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -210302.578125 Penalty: 3626.364258
	Iteration 6Q: 3 clusters Score -210302.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -210354.765625 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -210354.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210384.171875 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -210384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210409.390625 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -210409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210421.812500 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -210421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210435.437500 Penalty: 3626.364258
	Iteration 11Q: 3 clusters Score -210435.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -210452.046875 Penalty: 3626.364258
	Iteration 12Q: 3 clusters Score -210452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -210460.703125 Penalty: 3626.364258
	Iteration 13Q: 3 clusters Score -210460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -210461.640625 Penalty: 3626.364258
	Iteration 14Q: 3 clusters Score -210461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -210463.156250 Penalty: 3626.364258
	Iteration 15Q: 3 clusters Score -210463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210464.359375 Penalty: 3626.364258
	Iteration 16Q: 3 clusters Score -210464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210464.359375 Penalty: 3626.364258
	Iteration 17F: 3 clusters Score -210464.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -106516.828125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -106516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104752.500000 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -104752.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104983.601562 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -104983.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105097.414062 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -105097.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105201.406250 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -105201.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105272.625000 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -105272.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105327.218750 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -105327.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -105360.210938 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -105360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105400.359375 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -105400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105437.929688 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -105437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105471.273438 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -105471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105492.296875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -105492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105513.187500 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -105513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105525.031250 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -105525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105530.906250 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -105530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105530.906250 Penalty: 3286.194580
	Iteration 14F: 3 clusters Score -105530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Entering Unmasked Estep 
Score: -4039156.500000 Penalty: 2528.758057
	Iteration 0F: 2 clusters Score -4039156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4020657.000000 Penalty: 5057.516113
	Iteration 0F: 3 clusters Score -4020657 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4027163.500000 Penalty: 5057.516113
	Iteration 1F: 3 clusters Score -4027164 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4027620.250000 Penalty: 5057.516113
	Iteration 2Q: 3 clusters Score -4027620 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -4027951.750000 Penalty: 5057.516113
	Iteration 3Q: 3 clusters Score -4027952 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4028298.000000 Penalty: 5057.516113
	Iteration 4Q: 3 clusters Score -4028298 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4028759.000000 Penalty: 5057.516113
	Iteration 5Q: 3 clusters Score -4028759 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4029382.250000 Penalty: 5057.516113
	Iteration 6Q: 3 clusters Score -4029382 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -4030216.500000 Penalty: 5057.516113
	Iteration 7F: 3 clusters Score -4030216 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4031375.750000 Penalty: 5057.516113
	Iteration 8F: 3 clusters Score -4031376 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4032716.250000 Penalty: 5057.516113
	Iteration 9F: 3 clusters Score -4032716 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4034068.500000 Penalty: 5057.516113
	Iteration 10F: 3 clusters Score -4034068 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4035099.500000 Penalty: 5057.516113
	Iteration 11Q: 3 clusters Score -4035100 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4035857.000000 Penalty: 5057.516113
	Iteration 12Q: 3 clusters Score -4035857 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4036304.750000 Penalty: 5057.516113
	Iteration 13Q: 3 clusters Score -4036305 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4036544.750000 Penalty: 5057.516113
	Iteration 14Q: 3 clusters Score -4036545 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4036687.250000 Penalty: 5057.516113
	Iteration 15Q: 3 clusters Score -4036687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4036773.500000 Penalty: 5057.516113
	Iteration 16Q: 3 clusters Score -4036774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4036843.250000 Penalty: 5057.516113
	Iteration 17Q: 3 clusters Score -4036843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4036877.000000 Penalty: 5057.516113
	Iteration 18Q: 3 clusters Score -4036877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4036903.250000 Penalty: 5057.516113
	Iteration 19Q: 3 clusters Score -4036903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4036924.750000 Penalty: 5057.516113
	Iteration 20F: 3 clusters Score -4036925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4036945.000000 Penalty: 5057.516113
	Iteration 21Q: 3 clusters Score -4036945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4036955.750000 Penalty: 5057.516113
	Iteration 22Q: 3 clusters Score -4036956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4036963.750000 Penalty: 5057.516113
	Iteration 23Q: 3 clusters Score -4036964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4036967.000000 Penalty: 5057.516113
	Iteration 24Q: 3 clusters Score -4036967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4036983.500000 Penalty: 5057.516113
	Iteration 25Q: 3 clusters Score -4036984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4036984.500000 Penalty: 5057.516113
	Iteration 26Q: 3 clusters Score -4036984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4036984.250000 Penalty: 5057.516113
	Iteration 27Q: 3 clusters Score -4036984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4036989.750000 Penalty: 5057.516113
	Iteration 28Q: 3 clusters Score -4036990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4036992.750000 Penalty: 5057.516113
	Iteration 29Q: 3 clusters Score -4036993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4036990.750000 Penalty: 5057.516113
	Iteration 30Q: 3 clusters Score -4036991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4036992.000000 Penalty: 5057.516113
	Iteration 31Q: 3 clusters Score -4036992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4036995.750000 Penalty: 5057.516113
	Iteration 32Q: 3 clusters Score -4036996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4036998.000000 Penalty: 5057.516113
	Iteration 33Q: 3 clusters Score -4036998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4036998.750000 Penalty: 5057.516113
	Iteration 34Q: 3 clusters Score -4036999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4037006.000000 Penalty: 5057.516113
	Iteration 35Q: 3 clusters Score -4037006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4037012.500000 Penalty: 5057.516113
	Iteration 36Q: 3 clusters Score -4037012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4037013.750000 Penalty: 5057.516113
	Iteration 37Q: 3 clusters Score -4037014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4037013.750000 Penalty: 5057.516113
	Iteration 38F: 3 clusters Score -4037014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -1342721.125000 Penalty: 2266.566650
	Iteration 0F: 2 clusters Score -1342721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1335441.875000 Penalty: 4533.133301
	Iteration 0F: 3 clusters Score -1335442 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1337636.750000 Penalty: 4533.133301
	Iteration 1F: 3 clusters Score -1337637 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1338048.875000 Penalty: 4533.133301
	Iteration 2F: 3 clusters Score -1338049 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1338419.125000 Penalty: 4533.133301
	Iteration 3F: 3 clusters Score -1338419 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1338725.625000 Penalty: 4533.133301
	Iteration 4F: 3 clusters Score -1338726 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1339034.125000 Penalty: 4533.133301
	Iteration 5F: 3 clusters Score -1339034 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1339322.250000 Penalty: 4533.133301
	Iteration 6Q: 3 clusters Score -1339322 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1339615.250000 Penalty: 4533.133301
	Iteration 7Q: 3 clusters Score -1339615 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1339929.250000 Penalty: 4533.133301
	Iteration 8Q: 3 clusters Score -1339929 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1340228.375000 Penalty: 4533.133301
	Iteration 9Q: 3 clusters Score -1340228 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1340493.750000 Penalty: 4533.133301
	Iteration 10Q: 3 clusters Score -1340494 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1340709.375000 Penalty: 4533.133301
	Iteration 11Q: 3 clusters Score -1340709 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1340922.250000 Penalty: 4533.133301
	Iteration 12Q: 3 clusters Score -1340922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1341124.250000 Penalty: 4533.133301
	Iteration 13Q: 3 clusters Score -1341124 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1341251.500000 Penalty: 4533.133301
	Iteration 14Q: 3 clusters Score -1341252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1341325.875000 Penalty: 4533.133301
	Iteration 15Q: 3 clusters Score -1341326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1341385.125000 Penalty: 4533.133301
	Iteration 16Q: 3 clusters Score -1341385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1341417.750000 Penalty: 4533.133301
	Iteration 17Q: 3 clusters Score -1341418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1341439.125000 Penalty: 4533.133301
	Iteration 18Q: 3 clusters Score -1341439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1341458.500000 Penalty: 4533.133301
	Iteration 19Q: 3 clusters Score -1341458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1341481.000000 Penalty: 4533.133301
	Iteration 20F: 3 clusters Score -1341481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1341497.000000 Penalty: 4533.133301
	Iteration 21Q: 3 clusters Score -1341497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1341520.375000 Penalty: 4533.133301
	Iteration 22Q: 3 clusters Score -1341520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1341534.625000 Penalty: 4533.133301
	Iteration 23Q: 3 clusters Score -1341535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1341547.750000 Penalty: 4533.133301
	Iteration 24Q: 3 clusters Score -1341548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1341557.000000 Penalty: 4533.133301
	Iteration 25Q: 3 clusters Score -1341557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1341565.000000 Penalty: 4533.133301
	Iteration 26Q: 3 clusters Score -1341565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1341569.000000 Penalty: 4533.133301
	Iteration 27Q: 3 clusters Score -1341569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1341571.625000 Penalty: 4533.133301
	Iteration 28Q: 3 clusters Score -1341572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1341578.125000 Penalty: 4533.133301
	Iteration 29Q: 3 clusters Score -1341578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1341578.125000 Penalty: 4533.133301
	Iteration 30Q: 3 clusters Score -1341578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1341581.875000 Penalty: 4533.133301
	Iteration 31Q: 3 clusters Score -1341582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1341585.875000 Penalty: 4533.133301
	Iteration 32Q: 3 clusters Score -1341586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1341586.000000 Penalty: 4533.133301
	Iteration 33Q: 3 clusters Score -1341586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1341586.000000 Penalty: 4533.133301
	Iteration 34F: 3 clusters Score -1341586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -324271.687500 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -324271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -321549.187500 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -321549.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -322127.343750 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -322127.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -322308.125000 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -322308.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -322392.812500 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -322392.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -322452.437500 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -322452.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -322507.937500 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -322507.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -322553.250000 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -322553.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -322612.750000 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -322612.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -322686.406250 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -322686.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -322769.968750 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -322770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -322850.781250 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -322850.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -322917.593750 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -322917.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -323000.718750 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -323000.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -323085.125000 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -323085.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -323164.937500 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -323164.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -323240.125000 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -323240.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -323288.312500 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -323288.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -323314.656250 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -323314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -323335.750000 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -323335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -323349.781250 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -323349.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -323358.281250 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -323358.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -323368.937500 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -323368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -323373.875000 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -323373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -323375.531250 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -323375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -323377.000000 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -323377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -323377.218750 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -323377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -323378.187500 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -323378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -323379.500000 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -323379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -323380.562500 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -323380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323382.156250 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -323382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323382.156250 Penalty: 3810.739990
	Iteration 30F: 3 clusters Score -323382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Entering Unmasked Estep 
Score: -1756720.000000 Penalty: 2322.124512
	Iteration 0F: 2 clusters Score -1756720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1747994.875000 Penalty: 4644.249023
	Iteration 0F: 3 clusters Score -1747995 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1750565.000000 Penalty: 4644.249023
	Iteration 1F: 3 clusters Score -1750565 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1750848.625000 Penalty: 4644.249023
	Iteration 2F: 3 clusters Score -1750849 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1751035.500000 Penalty: 4644.249023
	Iteration 3Q: 3 clusters Score -1751036 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1751177.375000 Penalty: 4644.249023
	Iteration 4Q: 3 clusters Score -1751177 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1751282.750000 Penalty: 4644.249023
	Iteration 5Q: 3 clusters Score -1751283 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1751390.375000 Penalty: 4644.249023
	Iteration 6Q: 3 clusters Score -1751390 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1751501.250000 Penalty: 4644.249023
	Iteration 7Q: 3 clusters Score -1751501 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1751631.125000 Penalty: 4644.249023
	Iteration 8Q: 3 clusters Score -1751631 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1751779.000000 Penalty: 4644.249023
	Iteration 9Q: 3 clusters Score -1751779 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1751943.750000 Penalty: 4644.249023
	Iteration 10Q: 3 clusters Score -1751944 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1752118.000000 Penalty: 4644.249023
	Iteration 11Q: 3 clusters Score -1752118 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1752309.750000 Penalty: 4644.249023
	Iteration 12Q: 3 clusters Score -1752310 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1752524.375000 Penalty: 4644.249023
	Iteration 13Q: 3 clusters Score -1752524 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1752779.500000 Penalty: 4644.249023
	Iteration 14Q: 3 clusters Score -1752780 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1753102.125000 Penalty: 4644.249023
	Iteration 15Q: 3 clusters Score -1753102 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1753426.875000 Penalty: 4644.249023
	Iteration 16Q: 3 clusters Score -1753427 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1753753.500000 Penalty: 4644.249023
	Iteration 17Q: 3 clusters Score -1753754 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1754013.625000 Penalty: 4644.249023
	Iteration 18Q: 3 clusters Score -1754014 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1754218.625000 Penalty: 4644.249023
	Iteration 19Q: 3 clusters Score -1754219 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1754354.375000 Penalty: 4644.249023
	Iteration 20F: 3 clusters Score -1754354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1754438.250000 Penalty: 4644.249023
	Iteration 21Q: 3 clusters Score -1754438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1754503.000000 Penalty: 4644.249023
	Iteration 22Q: 3 clusters Score -1754503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1754550.625000 Penalty: 4644.249023
	Iteration 23Q: 3 clusters Score -1754551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1754584.000000 Penalty: 4644.249023
	Iteration 24Q: 3 clusters Score -1754584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1754606.375000 Penalty: 4644.249023
	Iteration 25Q: 3 clusters Score -1754606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1754623.000000 Penalty: 4644.249023
	Iteration 26Q: 3 clusters Score -1754623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1754645.875000 Penalty: 4644.249023
	Iteration 27Q: 3 clusters Score -1754646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1754668.625000 Penalty: 4644.249023
	Iteration 28Q: 3 clusters Score -1754669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1754688.625000 Penalty: 4644.249023
	Iteration 29Q: 3 clusters Score -1754689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1754699.875000 Penalty: 4644.249023
	Iteration 30Q: 3 clusters Score -1754700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1754709.500000 Penalty: 4644.249023
	Iteration 31Q: 3 clusters Score -1754710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1754713.500000 Penalty: 4644.249023
	Iteration 32Q: 3 clusters Score -1754714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1754716.000000 Penalty: 4644.249023
	Iteration 33Q: 3 clusters Score -1754716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1754719.375000 Penalty: 4644.249023
	Iteration 34Q: 3 clusters Score -1754719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1754720.000000 Penalty: 4644.249023
	Iteration 35Q: 3 clusters Score -1754720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1754719.875000 Penalty: 4644.249023
	Iteration 36Q: 3 clusters Score -1754720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1754723.375000 Penalty: 4644.249023
	Iteration 37Q: 3 clusters Score -1754723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1754723.375000 Penalty: 4644.249023
	Iteration 38F: 3 clusters Score -1754723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1475653.000000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -1475653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1468161.875000 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -1468162 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1470555.250000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -1470555 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1471145.625000 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -1471146 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1471627.375000 Penalty: 4554.701660
	Iteration 3F: 3 clusters Score -1471627 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1472070.000000 Penalty: 4554.701660
	Iteration 4F: 3 clusters Score -1472070 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1472495.875000 Penalty: 4554.701660
	Iteration 5F: 3 clusters Score -1472496 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1472920.250000 Penalty: 4554.701660
	Iteration 6F: 3 clusters Score -1472920 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1473270.500000 Penalty: 4554.701660
	Iteration 7Q: 3 clusters Score -1473270 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1473602.500000 Penalty: 4554.701660
	Iteration 8Q: 3 clusters Score -1473602 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1473871.625000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -1473872 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1474027.250000 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -1474027 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1474142.875000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -1474143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1474205.875000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -1474206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1474242.625000 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -1474243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1474276.250000 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -1474276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1474300.125000 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -1474300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1474325.875000 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -1474326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1474348.375000 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -1474348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1474347.375000 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -1474347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1474351.500000 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -1474352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1474354.875000 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -1474355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1474355.500000 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -1474356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1474356.000000 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -1474356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1474357.375000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -1474357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1474356.750000 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -1474357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1474355.625000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -1474356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1474355.250000 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -1474355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1474355.875000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -1474356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1474355.125000 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -1474355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1474357.500000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -1474358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1474356.500000 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -1474356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1474356.500000 Penalty: 4554.701660
	Iteration 31F: 3 clusters Score -1474356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -32184.546875 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -32184.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31110.056641 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -31110.06 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31991.632812 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -31991.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32273.199219 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -32273.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32460.712891 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -32460.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32637.914062 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -32637.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32671.675781 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -32671.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32675.882812 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -32675.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32675.882812 Penalty: 3007.637451
	Iteration 7F: 3 clusters Score -32675.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 172668 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74718 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12326 members 
Mstep: Class 45 contains 291 members 
Entering Unmasked Estep 
Score: -70341392.000000 Penalty: 145776.453125
Splitting cluster 19 changes total score from -70342688.000000 to -70341392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (172668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172668 members 
Entering Unmasked Estep 
Score: -26371056.000000 Penalty: 2990.663330
	Iteration 0F: 2 clusters Score -2.637106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -26259834.000000 Penalty: 5981.326660
	Iteration 0F: 3 clusters Score -2.625983e+07 nChanged 82975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -26307334.000000 Penalty: 5981.326660
	Iteration 1F: 3 clusters Score -2.630733e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -26307786.000000 Penalty: 5981.326660
	Iteration 2Q: 3 clusters Score -2.630779e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -26308370.000000 Penalty: 5981.326660
	Iteration 3Q: 3 clusters Score -2.630837e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -26308922.000000 Penalty: 5981.326660
	Iteration 4Q: 3 clusters Score -2.630892e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -26309682.000000 Penalty: 5981.326660
	Iteration 5Q: 3 clusters Score -2.630968e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -26310888.000000 Penalty: 5981.326660
	Iteration 6Q: 3 clusters Score -2.631089e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -26312612.000000 Penalty: 5981.326660
	Iteration 7Q: 3 clusters Score -2.631261e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -26316184.000000 Penalty: 5981.326660
	Iteration 8Q: 3 clusters Score -2.631618e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -26322750.000000 Penalty: 5981.326660
	Iteration 9F: 3 clusters Score -2.632275e+07 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132615 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -26333720.000000 Penalty: 5981.326660
	Iteration 10F: 3 clusters Score -2.633372e+07 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148627 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -26348178.000000 Penalty: 5981.326660
	Iteration 11F: 3 clusters Score -2.634818e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -26360188.000000 Penalty: 5981.326660
	Iteration 12F: 3 clusters Score -2.636019e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -26365854.000000 Penalty: 5981.326660
	Iteration 13Q: 3 clusters Score -2.636585e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171833 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -26367670.000000 Penalty: 5981.326660
	Iteration 14Q: 3 clusters Score -2.636767e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26368186.000000 Penalty: 5981.326660
	Iteration 15Q: 3 clusters Score -2.636819e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26368312.000000 Penalty: 5981.326660
	Iteration 16Q: 3 clusters Score -2.636831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26368334.000000 Penalty: 5981.326660
	Iteration 17Q: 3 clusters Score -2.636833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26368360.000000 Penalty: 5981.326660
	Iteration 18Q: 3 clusters Score -2.636836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26368380.000000 Penalty: 5981.326660
	Iteration 19Q: 3 clusters Score -2.636838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26368400.000000 Penalty: 5981.326660
	Iteration 20F: 3 clusters Score -2.63684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26368430.000000 Penalty: 5981.326660
	Iteration 21Q: 3 clusters Score -2.636843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26368414.000000 Penalty: 5981.326660
	Iteration 22Q: 3 clusters Score -2.636841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26368424.000000 Penalty: 5981.326660
	Iteration 23Q: 3 clusters Score -2.636842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26368442.000000 Penalty: 5981.326660
	Iteration 24Q: 3 clusters Score -2.636844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26368444.000000 Penalty: 5981.326660
	Iteration 25Q: 3 clusters Score -2.636844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26368444.000000 Penalty: 5981.326660
	Iteration 26F: 3 clusters Score -2.636844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -87662.804688 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -87662.8 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 339 members 
Entering Unmasked Estep 
Score: -86127.906250 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -86127.91 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86391.718750 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -86391.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86478.367188 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -86478.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86519.968750 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -86519.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86544.375000 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -86544.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86577.570312 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -86577.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86603.179688 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -86603.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86625.140625 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -86625.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86635.265625 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -86635.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86647.882812 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -86647.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86654.054688 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -86654.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86663.710938 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -86663.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86669.921875 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -86669.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86674.453125 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -86674.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86675.132812 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -86675.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86675.945312 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -86675.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86676.632812 Penalty: 3213.340576
	Iteration 16F: 3 clusters Score -86676.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86696.375000 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -86696.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86699.992188 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -86699.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86706.367188 Penalty: 3213.340576
	Iteration 19Q: 3 clusters Score -86706.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86710.648438 Penalty: 3213.340576
	Iteration 20F: 3 clusters Score -86710.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86756.015625 Penalty: 3213.340576
	Iteration 21Q: 3 clusters Score -86756.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86762.820312 Penalty: 3213.340576
	Iteration 22Q: 3 clusters Score -86762.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86768.273438 Penalty: 3213.340576
	Iteration 23Q: 3 clusters Score -86768.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86784.437500 Penalty: 3213.340576
	Iteration 24Q: 3 clusters Score -86784.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86788.539062 Penalty: 3213.340576
	Iteration 25Q: 3 clusters Score -86788.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86790.156250 Penalty: 3213.340576
	Iteration 26Q: 3 clusters Score -86790.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86796.648438 Penalty: 3213.340576
	Iteration 27Q: 3 clusters Score -86796.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86800.406250 Penalty: 3213.340576
	Iteration 28Q: 3 clusters Score -86800.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86801.101562 Penalty: 3213.340576
	Iteration 29Q: 3 clusters Score -86801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86801.101562 Penalty: 3213.340576
	Iteration 30F: 3 clusters Score -86801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -46782.371094 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -46782.37 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 193 members 
Entering Unmasked Estep 
Score: -45466.191406 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -45466.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45742.558594 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -45742.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45831.308594 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -45831.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45888.503906 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -45888.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45916.410156 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -45916.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45931.433594 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -45931.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45946.085938 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -45946.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45973.339844 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -45973.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45973.339844 Penalty: 2931.755127
	Iteration 8F: 3 clusters Score -45973.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -94982.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -94982.87 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 368 members 
Entering Unmasked Estep 
Score: -93300.953125 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -93300.95 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93701.648438 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -93701.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93929.445312 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -93929.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94161.406250 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -94161.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94352.617188 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -94352.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94472.101562 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -94472.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94572.273438 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -94572.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -94659.054688 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -94659.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94737.976562 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -94737.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -94818.664062 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -94818.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94877.921875 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -94877.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94950.351562 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -94950.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94990.953125 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -94990.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95010.812500 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -95010.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95015.546875 Penalty: 3273.535889
	Iteration 14F: 3 clusters Score -95015.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95045.343750 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -95045.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -95111.968750 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -95111.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95159.968750 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -95159.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -95223.484375 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -95223.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -95258.578125 Penalty: 3273.535889
	Iteration 19Q: 3 clusters Score -95258.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95341.140625 Penalty: 3273.535889
	Iteration 20F: 3 clusters Score -95341.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -95411.750000 Penalty: 3273.535889
	Iteration 21Q: 3 clusters Score -95411.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95418.695312 Penalty: 3273.535889
	Iteration 22Q: 3 clusters Score -95418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95418.695312 Penalty: 3273.535889
	Iteration 23F: 3 clusters Score -95418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172668 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74718 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12326 members 
Mstep: Class 45 contains 244 members 
Entering Unmasked Estep 
Score: -70341472.000000 Penalty: 145776.453125
Splitting cluster 23 changes total score from -70342688.000000 to -70341472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -89501.359375 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -89501.36 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 332 members 
Entering Unmasked Estep 
Score: -87839.382812 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -87839.38 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88115.187500 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -88115.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88282.546875 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -88282.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88413.492188 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -88413.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88652.000000 Penalty: 3234.958008
	Iteration 4F: 3 clusters Score -88652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88841.921875 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -88841.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89007.867188 Penalty: 3234.958008
	Iteration 6F: 3 clusters Score -89007.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89101.671875 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -89101.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89143.554688 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -89143.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89168.007812 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -89168.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89175.101562 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -89175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89175.101562 Penalty: 3234.958008
	Iteration 11F: 3 clusters Score -89175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30053.828125 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30053.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28927.722656 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -28927.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29136.462891 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29136.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29167.240234 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29167.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29181.326172 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29181.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29196.757812 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29196.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29196.757812 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -29196.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -82092.648438 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -82092.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80609.343750 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -80609.34 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80875.875000 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -80875.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80951.546875 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -80951.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80972.187500 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -80972.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80988.085938 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -80988.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80997.945312 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -80997.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81000.664062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -81000.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81003.132812 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -81003.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81004.164062 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -81004.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81005.726562 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -81005.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81007.171875 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -81007.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81007.531250 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -81007.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81008.851562 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -81008.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81012.664062 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -81012.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81013.585938 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -81013.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81015.421875 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -81015.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81020.367188 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -81020.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81025.773438 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -81025.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81029.578125 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -81029.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81035.703125 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -81035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81036.984375 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -81036.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81037.945312 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -81037.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81038.812500 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -81038.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81038.812500 Penalty: 3197.863525
	Iteration 23F: 3 clusters Score -81038.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -309017.937500 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -309017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -306383.437500 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -306383.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306847.218750 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -306847.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -306993.093750 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -306993.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -307109.281250 Penalty: 3785.189941
	Iteration 3F: 3 clusters Score -307109.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -307228.250000 Penalty: 3785.189941
	Iteration 4F: 3 clusters Score -307228.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -307312.281250 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -307312.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -307403.406250 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -307403.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -307479.468750 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -307479.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -307539.593750 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -307539.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -307587.968750 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -307588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -307618.375000 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -307618.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -307643.968750 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -307644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -307662.437500 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -307662.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -307677.593750 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -307677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -307688.125000 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -307688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -307696.187500 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -307696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -307702.093750 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -307702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -307706.937500 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -307706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307708.906250 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -307708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -307710.437500 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -307710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -307711.375000 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -307711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -307712.718750 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -307712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -307713.187500 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -307713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -307714.406250 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -307714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -307715.406250 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -307715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -307715.750000 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -307715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -307716.781250 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -307716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -307716.781250 Penalty: 3785.189941
	Iteration 27F: 3 clusters Score -307716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18524.746094 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18524.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18558.810547 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -18558.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18565.285156 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -18565.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18565.285156 Penalty: 2478.617432
	Iteration 3F: 3 clusters Score -18565.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -289668.562500 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -289668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -287039.125000 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -287039.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -287503.468750 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -287503.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -287629.000000 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -287629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -287698.437500 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -287698.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -287742.375000 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -287742.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -287780.500000 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -287780.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -287802.031250 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -287802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -287818.437500 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -287818.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -287829.312500 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -287829.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -287839.156250 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -287839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -287845.062500 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -287845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -287848.781250 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -287848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -287850.750000 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -287850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -287852.437500 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -287852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -287853.812500 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -287853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -287853.812500 Penalty: 3768.805908
	Iteration 15F: 3 clusters Score -287853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -155838.734375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -155838.7 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 602 members 
Entering Unmasked Estep 
Score: -153773.781250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -153773.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154116.218750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -154116.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -154222.875000 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -154222.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154268.687500 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -154268.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -154296.984375 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -154297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154307.296875 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -154307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154315.015625 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -154315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154322.656250 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -154322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154329.125000 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -154329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154332.578125 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -154332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154333.546875 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -154333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154334.906250 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -154334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154336.343750 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -154336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154338.984375 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -154339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154342.421875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -154342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154346.078125 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -154346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154353.812500 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -154353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154355.062500 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -154355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154355.062500 Penalty: 3509.181641
	Iteration 18F: 3 clusters Score -154355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Entering Unmasked Estep 
Score: -5411021.000000 Penalty: 2598.583984
	Iteration 0F: 2 clusters Score -5411021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5386687.500000 Penalty: 5197.167969
	Iteration 0F: 3 clusters Score -5386688 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5395871.000000 Penalty: 5197.167969
	Iteration 1F: 3 clusters Score -5395871 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5396512.000000 Penalty: 5197.167969
	Iteration 2Q: 3 clusters Score -5396512 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -5397195.000000 Penalty: 5197.167969
	Iteration 3Q: 3 clusters Score -5397195 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5397941.500000 Penalty: 5197.167969
	Iteration 4Q: 3 clusters Score -5397942 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5398833.000000 Penalty: 5197.167969
	Iteration 5Q: 3 clusters Score -5398833 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5399699.500000 Penalty: 5197.167969
	Iteration 6Q: 3 clusters Score -5399700 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5400642.000000 Penalty: 5197.167969
	Iteration 7Q: 3 clusters Score -5400642 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5401628.500000 Penalty: 5197.167969
	Iteration 8Q: 3 clusters Score -5401628 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -5402613.500000 Penalty: 5197.167969
	Iteration 9Q: 3 clusters Score -5402614 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5403605.500000 Penalty: 5197.167969
	Iteration 10Q: 3 clusters Score -5403606 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5404496.000000 Penalty: 5197.167969
	Iteration 11Q: 3 clusters Score -5404496 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5405120.000000 Penalty: 5197.167969
	Iteration 12Q: 3 clusters Score -5405120 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -5405533.000000 Penalty: 5197.167969
	Iteration 13Q: 3 clusters Score -5405533 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5405788.000000 Penalty: 5197.167969
	Iteration 14Q: 3 clusters Score -5405788 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5405977.500000 Penalty: 5197.167969
	Iteration 15Q: 3 clusters Score -5405978 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -5406119.500000 Penalty: 5197.167969
	Iteration 16Q: 3 clusters Score -5406120 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -5406233.000000 Penalty: 5197.167969
	Iteration 17Q: 3 clusters Score -5406233 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -5406331.500000 Penalty: 5197.167969
	Iteration 18Q: 3 clusters Score -5406332 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -5406433.000000 Penalty: 5197.167969
	Iteration 19Q: 3 clusters Score -5406433 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5406562.000000 Penalty: 5197.167969
	Iteration 20F: 3 clusters Score -5406562 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5406703.000000 Penalty: 5197.167969
	Iteration 21Q: 3 clusters Score -5406703 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5406798.000000 Penalty: 5197.167969
	Iteration 22Q: 3 clusters Score -5406798 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -5406903.000000 Penalty: 5197.167969
	Iteration 23Q: 3 clusters Score -5406903 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5407046.500000 Penalty: 5197.167969
	Iteration 24Q: 3 clusters Score -5407046 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -5407166.500000 Penalty: 5197.167969
	Iteration 25Q: 3 clusters Score -5407166 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5407320.500000 Penalty: 5197.167969
	Iteration 26Q: 3 clusters Score -5407320 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5407466.000000 Penalty: 5197.167969
	Iteration 27Q: 3 clusters Score -5407466 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -5407597.000000 Penalty: 5197.167969
	Iteration 28Q: 3 clusters Score -5407597 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5407745.500000 Penalty: 5197.167969
	Iteration 29Q: 3 clusters Score -5407746 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -5407866.500000 Penalty: 5197.167969
	Iteration 30Q: 3 clusters Score -5407866 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -5408035.000000 Penalty: 5197.167969
	Iteration 31Q: 3 clusters Score -5408035 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5408192.000000 Penalty: 5197.167969
	Iteration 32Q: 3 clusters Score -5408192 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -5408337.500000 Penalty: 5197.167969
	Iteration 33Q: 3 clusters Score -5408338 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -5408449.500000 Penalty: 5197.167969
	Iteration 34Q: 3 clusters Score -5408450 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -5408537.500000 Penalty: 5197.167969
	Iteration 35Q: 3 clusters Score -5408538 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -5408621.000000 Penalty: 5197.167969
	Iteration 36Q: 3 clusters Score -5408621 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -5408701.500000 Penalty: 5197.167969
	Iteration 37Q: 3 clusters Score -5408702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -5408736.500000 Penalty: 5197.167969
	Iteration 38Q: 3 clusters Score -5408736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5408781.500000 Penalty: 5197.167969
	Iteration 39Q: 3 clusters Score -5408782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5408805.500000 Penalty: 5197.167969
	Iteration 40F: 3 clusters Score -5408806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5408818.000000 Penalty: 5197.167969
	Iteration 41Q: 3 clusters Score -5408818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -5408820.000000 Penalty: 5197.167969
	Iteration 42Q: 3 clusters Score -5408820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5408839.000000 Penalty: 5197.167969
	Iteration 43Q: 3 clusters Score -5408839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -5408874.500000 Penalty: 5197.167969
	Iteration 44Q: 3 clusters Score -5408874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -5408892.500000 Penalty: 5197.167969
	Iteration 45Q: 3 clusters Score -5408892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -5408936.000000 Penalty: 5197.167969
	Iteration 46Q: 3 clusters Score -5408936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -5408949.500000 Penalty: 5197.167969
	Iteration 47Q: 3 clusters Score -5408950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5408996.000000 Penalty: 5197.167969
	Iteration 48Q: 3 clusters Score -5408996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5409046.500000 Penalty: 5197.167969
	Iteration 49Q: 3 clusters Score -5409046 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5409117.500000 Penalty: 5197.167969
	Iteration 50Q: 3 clusters Score -5409118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -5409159.500000 Penalty: 5197.167969
	Iteration 51Q: 3 clusters Score -5409160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5409195.000000 Penalty: 5197.167969
	Iteration 52Q: 3 clusters Score -5409195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5409225.000000 Penalty: 5197.167969
	Iteration 53Q: 3 clusters Score -5409225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -5409227.000000 Penalty: 5197.167969
	Iteration 54Q: 3 clusters Score -5409227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -5409245.500000 Penalty: 5197.167969
	Iteration 55Q: 3 clusters Score -5409246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5409246.500000 Penalty: 5197.167969
	Iteration 56Q: 3 clusters Score -5409246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -5409244.000000 Penalty: 5197.167969
	Iteration 57Q: 3 clusters Score -5409244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5409258.500000 Penalty: 5197.167969
	Iteration 58Q: 3 clusters Score -5409258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5409258.000000 Penalty: 5197.167969
	Iteration 59Q: 3 clusters Score -5409258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -5409262.000000 Penalty: 5197.167969
	Iteration 60F: 3 clusters Score -5409262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5409278.000000 Penalty: 5197.167969
	Iteration 61Q: 3 clusters Score -5409278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5409274.000000 Penalty: 5197.167969
	Iteration 62Q: 3 clusters Score -5409274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -5409272.500000 Penalty: 5197.167969
	Iteration 63Q: 3 clusters Score -5409272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -5409272.500000 Penalty: 5197.167969
	Iteration 64Q: 3 clusters Score -5409272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5409277.000000 Penalty: 5197.167969
	Iteration 65Q: 3 clusters Score -5409277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5409278.000000 Penalty: 5197.167969
	Iteration 66Q: 3 clusters Score -5409278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5409293.000000 Penalty: 5197.167969
	Iteration 67Q: 3 clusters Score -5409293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5409293.000000 Penalty: 5197.167969
	Iteration 68Q: 3 clusters Score -5409293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5409291.000000 Penalty: 5197.167969
	Iteration 69Q: 3 clusters Score -5409291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5409289.000000 Penalty: 5197.167969
	Iteration 70Q: 3 clusters Score -5409289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5409291.500000 Penalty: 5197.167969
	Iteration 71Q: 3 clusters Score -5409292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5409291.500000 Penalty: 5197.167969
	Iteration 72F: 3 clusters Score -5409292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -15716.243164 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -15716.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14840.262695 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -14840.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14899.680664 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -14899.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14910.081055 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -14910.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14910.081055 Penalty: 2488.570801
	Iteration 3F: 3 clusters Score -14910.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (74718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Entering Unmasked Estep 
Score: -11516597.000000 Penalty: 2782.926270
	Iteration 0F: 2 clusters Score -1.15166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -11466765.000000 Penalty: 5565.852539
	Iteration 0F: 3 clusters Score -1.146676e+07 nChanged 34977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -11486471.000000 Penalty: 5565.852539
	Iteration 1F: 3 clusters Score -1.148647e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -11487200.000000 Penalty: 5565.852539
	Iteration 2Q: 3 clusters Score -1.14872e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -11488051.000000 Penalty: 5565.852539
	Iteration 3Q: 3 clusters Score -1.148805e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -11489184.000000 Penalty: 5565.852539
	Iteration 4Q: 3 clusters Score -1.148918e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -11490650.000000 Penalty: 5565.852539
	Iteration 5Q: 3 clusters Score -1.149065e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -11492937.000000 Penalty: 5565.852539
	Iteration 6F: 3 clusters Score -1.149294e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -11496305.000000 Penalty: 5565.852539
	Iteration 7F: 3 clusters Score -1.14963e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -11500276.000000 Penalty: 5565.852539
	Iteration 8F: 3 clusters Score -1.150028e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -11504059.000000 Penalty: 5565.852539
	Iteration 9F: 3 clusters Score -1.150406e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -11507098.000000 Penalty: 5565.852539
	Iteration 10F: 3 clusters Score -1.15071e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -11509236.000000 Penalty: 5565.852539
	Iteration 11Q: 3 clusters Score -1.150924e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -11510612.000000 Penalty: 5565.852539
	Iteration 12Q: 3 clusters Score -1.151061e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -11511519.000000 Penalty: 5565.852539
	Iteration 13Q: 3 clusters Score -1.151152e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -11512146.000000 Penalty: 5565.852539
	Iteration 14Q: 3 clusters Score -1.151215e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -11512678.000000 Penalty: 5565.852539
	Iteration 15Q: 3 clusters Score -1.151268e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -11513016.000000 Penalty: 5565.852539
	Iteration 16Q: 3 clusters Score -1.151302e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -11513287.000000 Penalty: 5565.852539
	Iteration 17Q: 3 clusters Score -1.151329e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -11513442.000000 Penalty: 5565.852539
	Iteration 18Q: 3 clusters Score -1.151344e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -11513643.000000 Penalty: 5565.852539
	Iteration 19Q: 3 clusters Score -1.151364e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -11513733.000000 Penalty: 5565.852539
	Iteration 20F: 3 clusters Score -1.151373e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -11513843.000000 Penalty: 5565.852539
	Iteration 21Q: 3 clusters Score -1.151384e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -11513896.000000 Penalty: 5565.852539
	Iteration 22Q: 3 clusters Score -1.15139e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -11513951.000000 Penalty: 5565.852539
	Iteration 23Q: 3 clusters Score -1.151395e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -11514023.000000 Penalty: 5565.852539
	Iteration 24Q: 3 clusters Score -1.151402e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -11514050.000000 Penalty: 5565.852539
	Iteration 25Q: 3 clusters Score -1.151405e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -11514091.000000 Penalty: 5565.852539
	Iteration 26Q: 3 clusters Score -1.151409e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -11514112.000000 Penalty: 5565.852539
	Iteration 27Q: 3 clusters Score -1.151411e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -11514134.000000 Penalty: 5565.852539
	Iteration 28Q: 3 clusters Score -1.151413e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -11514169.000000 Penalty: 5565.852539
	Iteration 29Q: 3 clusters Score -1.151417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -11514195.000000 Penalty: 5565.852539
	Iteration 30Q: 3 clusters Score -1.15142e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -11514229.000000 Penalty: 5565.852539
	Iteration 31Q: 3 clusters Score -1.151423e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -11514252.000000 Penalty: 5565.852539
	Iteration 32Q: 3 clusters Score -1.151425e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -11514270.000000 Penalty: 5565.852539
	Iteration 33Q: 3 clusters Score -1.151427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -11514283.000000 Penalty: 5565.852539
	Iteration 34Q: 3 clusters Score -1.151428e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -11514300.000000 Penalty: 5565.852539
	Iteration 35Q: 3 clusters Score -1.15143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -11514330.000000 Penalty: 5565.852539
	Iteration 36Q: 3 clusters Score -1.151433e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -11514351.000000 Penalty: 5565.852539
	Iteration 37Q: 3 clusters Score -1.151435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -11514349.000000 Penalty: 5565.852539
	Iteration 38Q: 3 clusters Score -1.151435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -11514358.000000 Penalty: 5565.852539
	Iteration 39Q: 3 clusters Score -1.151436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -11514361.000000 Penalty: 5565.852539
	Iteration 40F: 3 clusters Score -1.151436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -11514364.000000 Penalty: 5565.852539
	Iteration 41Q: 3 clusters Score -1.151436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -11514373.000000 Penalty: 5565.852539
	Iteration 42Q: 3 clusters Score -1.151437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -11514374.000000 Penalty: 5565.852539
	Iteration 43Q: 3 clusters Score -1.151437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -11514365.000000 Penalty: 5565.852539
	Iteration 44Q: 3 clusters Score -1.151436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -11514369.000000 Penalty: 5565.852539
	Iteration 45Q: 3 clusters Score -1.151437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -11514369.000000 Penalty: 5565.852539
	Iteration 46F: 3 clusters Score -1.151437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -51316.582031 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -51316.58 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 206 members 
Entering Unmasked Estep 
Score: -50063.625000 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -50063.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50290.265625 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -50290.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50422.187500 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -50422.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50502.351562 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -50502.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50529.097656 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -50529.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50580.187500 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -50580.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50611.867188 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -50611.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50623.050781 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -50623.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50626.738281 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -50626.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50626.738281 Penalty: 2952.808594
	Iteration 9F: 3 clusters Score -50626.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -29638.695312 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -29638.7 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: -28593.837891 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -28593.84 nChanged 52
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: -28851.126953 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -28851.13 nChanged 12
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: -28906.492188 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -28906.49 nChanged 6
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: -28982.833984 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -28982.83 nChanged 4
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: -29011.861328 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -29011.86 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: -29062.951172 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -29062.95 nChanged 2
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: -29073.195312 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -29073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29075.792969 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -29075.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29075.792969 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -29075.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -336578.093750 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -336578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -333831.312500 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -333831.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -334507.875000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -334507.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -334839.906250 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -334839.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -335085.343750 Penalty: 3842.165039
	Iteration 3F: 3 clusters Score -335085.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -335287.968750 Penalty: 3842.165039
	Iteration 4F: 3 clusters Score -335288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -335470.625000 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -335470.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -335599.406250 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -335599.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -335677.531250 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -335677.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -335725.062500 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -335725.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -335755.687500 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -335755.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -335781.531250 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -335781.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -335799.750000 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -335799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -335807.062500 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -335807.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -335813.875000 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -335813.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -335822.062500 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -335822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -335825.781250 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -335825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -335829.468750 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -335829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -335831.781250 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -335831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -335840.593750 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -335840.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -335845.906250 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -335845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -335851.718750 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -335851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -335855.468750 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -335855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -335862.656250 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -335862.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -335867.500000 Penalty: 3842.165039
	Iteration 23Q: 3 clusters Score -335867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -335875.093750 Penalty: 3842.165039
	Iteration 24Q: 3 clusters Score -335875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -335881.218750 Penalty: 3842.165039
	Iteration 25Q: 3 clusters Score -335881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -335891.968750 Penalty: 3842.165039
	Iteration 26Q: 3 clusters Score -335892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -335905.968750 Penalty: 3842.165039
	Iteration 27Q: 3 clusters Score -335906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -335924.625000 Penalty: 3842.165039
	Iteration 28Q: 3 clusters Score -335924.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -335945.593750 Penalty: 3842.165039
	Iteration 29Q: 3 clusters Score -335945.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -335956.906250 Penalty: 3842.165039
	Iteration 30Q: 3 clusters Score -335956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -335963.843750 Penalty: 3842.165039
	Iteration 31Q: 3 clusters Score -335963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -335966.687500 Penalty: 3842.165039
	Iteration 32Q: 3 clusters Score -335966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -335968.843750 Penalty: 3842.165039
	Iteration 33Q: 3 clusters Score -335968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -335969.281250 Penalty: 3842.165039
	Iteration 34Q: 3 clusters Score -335969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -335975.031250 Penalty: 3842.165039
	Iteration 35Q: 3 clusters Score -335975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -335978.375000 Penalty: 3842.165039
	Iteration 36Q: 3 clusters Score -335978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -335980.781250 Penalty: 3842.165039
	Iteration 37Q: 3 clusters Score -335980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -335982.875000 Penalty: 3842.165039
	Iteration 38Q: 3 clusters Score -335982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -335986.781250 Penalty: 3842.165039
	Iteration 39Q: 3 clusters Score -335986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -335990.718750 Penalty: 3842.165039
	Iteration 40F: 3 clusters Score -335990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -335993.687500 Penalty: 3842.165039
	Iteration 41Q: 3 clusters Score -335993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -335996.156250 Penalty: 3842.165039
	Iteration 42Q: 3 clusters Score -335996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -335998.375000 Penalty: 3842.165039
	Iteration 43Q: 3 clusters Score -335998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -336001.687500 Penalty: 3842.165039
	Iteration 44Q: 3 clusters Score -336001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -336004.531250 Penalty: 3842.165039
	Iteration 45Q: 3 clusters Score -336004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -336008.312500 Penalty: 3842.165039
	Iteration 46Q: 3 clusters Score -336008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -336010.500000 Penalty: 3842.165039
	Iteration 47Q: 3 clusters Score -336010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -336017.875000 Penalty: 3842.165039
	Iteration 48Q: 3 clusters Score -336017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -336022.281250 Penalty: 3842.165039
	Iteration 49Q: 3 clusters Score -336022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -336022.906250 Penalty: 3842.165039
	Iteration 50Q: 3 clusters Score -336022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -336024.718750 Penalty: 3842.165039
	Iteration 51Q: 3 clusters Score -336024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -336025.843750 Penalty: 3842.165039
	Iteration 52Q: 3 clusters Score -336025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -336027.312500 Penalty: 3842.165039
	Iteration 53Q: 3 clusters Score -336027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -336027.312500 Penalty: 3842.165039
	Iteration 54F: 3 clusters Score -336027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -343381.000000 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -343381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -340540.500000 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -340540.5 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -341087.093750 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -341087.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -341285.625000 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -341285.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -341402.937500 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -341402.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -341475.656250 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -341475.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341526.468750 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -341526.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -341582.843750 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -341582.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -341632.968750 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -341633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -341682.375000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -341682.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -341717.812500 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -341717.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -341752.187500 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -341752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -341787.093750 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -341787.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -341824.906250 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -341824.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -341872.781250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -341872.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -341926.343750 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -341926.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -341966.843750 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -341966.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -342001.875000 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -342001.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -342021.937500 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -342021.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -342047.437500 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -342047.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342079.781250 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -342079.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -342102.750000 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -342102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -342119.656250 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -342119.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -342127.093750 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -342127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -342136.656250 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -342136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -342147.031250 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -342147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -342155.093750 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -342155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -342165.156250 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -342165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -342173.250000 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -342173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -342185.562500 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -342185.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -342204.375000 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -342204.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -342222.343750 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -342222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -342233.656250 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -342233.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342249.156250 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -342249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -342260.468750 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -342260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -342271.093750 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -342271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342274.468750 Penalty: 3836.558105
	Iteration 35Q: 3 clusters Score -342274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342275.500000 Penalty: 3836.558105
	Iteration 36Q: 3 clusters Score -342275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342276.031250 Penalty: 3836.558105
	Iteration 37Q: 3 clusters Score -342276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -342277.250000 Penalty: 3836.558105
	Iteration 38Q: 3 clusters Score -342277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -342277.250000 Penalty: 3836.558105
	Iteration 39F: 3 clusters Score -342277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -105026.460938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -105026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103273.523438 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -103273.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103710.226562 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -103710.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103968.976562 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -103969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104113.898438 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -104113.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -104231.164062 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -104231.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104336.382812 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -104336.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104417.843750 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -104417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104477.687500 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -104477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104534.992188 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -104535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104556.148438 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -104556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -104573.484375 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -104573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104585.179688 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -104585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104590.117188 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -104590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104597.328125 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -104597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104597.500000 Penalty: 3367.330078
	Iteration 14F: 3 clusters Score -104597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104605.656250 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -104605.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104605.656250 Penalty: 3367.330078
	Iteration 16F: 3 clusters Score -104605.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 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 147 members 
Entering Unmasked Estep 
Score: -37101.324219 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37101.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37207.769531 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37207.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37226.894531 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37226.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37240.406250 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37240.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37246.398438 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37248.570312 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37248.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37248.570312 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -37248.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -31901.746094 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -31901.75 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 151 members 
Entering Unmasked Estep 
Score: -30883.330078 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -30883.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31153.500000 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -31153.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31292.853516 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -31292.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31353.968750 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -31353.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31369.900391 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -31369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31369.900391 Penalty: 2810.547607
	Iteration 5F: 3 clusters Score -31369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -275123.812500 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -275123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272607.625000 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -272607.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -273337.781250 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -273337.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -273620.125000 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -273620.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -273909.781250 Penalty: 3754.172363
	Iteration 3F: 3 clusters Score -273909.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -274278.468750 Penalty: 3754.172363
	Iteration 4F: 3 clusters Score -274278.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -274569.812500 Penalty: 3754.172363
	Iteration 5F: 3 clusters Score -274569.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274813.125000 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -274813.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275036.750000 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -275036.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -275283.531250 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -275283.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275395.625000 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -275395.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -275439.437500 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -275439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -275453.593750 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -275453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275459.781250 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -275459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275463.937500 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -275463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -275466.625000 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -275466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -275467.375000 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -275467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -275469.062500 Penalty: 3754.172363
	Iteration 16F: 3 clusters Score -275469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -275471.750000 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -275471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -275473.781250 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -275473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -275473.781250 Penalty: 3754.172363
	Iteration 19F: 3 clusters Score -275473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172668 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74718 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12326 members 
Mstep: Class 45 contains 1139 members 
Entering Unmasked Estep 
Score: -70341488.000000 Penalty: 145776.453125
Splitting cluster 41 changes total score from -70342688.000000 to -70341488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (43975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Entering Unmasked Estep 
Score: -6743774.000000 Penalty: 2651.461426
	Iteration 0F: 2 clusters Score -6743774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6714133.000000 Penalty: 5302.922852
	Iteration 0F: 3 clusters Score -6714133 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -6725003.000000 Penalty: 5302.922852
	Iteration 1F: 3 clusters Score -6725003 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6725507.500000 Penalty: 5302.922852
	Iteration 2Q: 3 clusters Score -6725508 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -6726070.000000 Penalty: 5302.922852
	Iteration 3Q: 3 clusters Score -6726070 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -6726564.000000 Penalty: 5302.922852
	Iteration 4Q: 3 clusters Score -6726564 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -6727036.500000 Penalty: 5302.922852
	Iteration 5Q: 3 clusters Score -6727036 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -6727444.000000 Penalty: 5302.922852
	Iteration 6Q: 3 clusters Score -6727444 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6727945.000000 Penalty: 5302.922852
	Iteration 7Q: 3 clusters Score -6727945 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6728505.500000 Penalty: 5302.922852
	Iteration 8Q: 3 clusters Score -6728506 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6729204.000000 Penalty: 5302.922852
	Iteration 9Q: 3 clusters Score -6729204 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -6730162.500000 Penalty: 5302.922852
	Iteration 10Q: 3 clusters Score -6730162 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -6731277.500000 Penalty: 5302.922852
	Iteration 11Q: 3 clusters Score -6731278 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -6732665.500000 Penalty: 5302.922852
	Iteration 12Q: 3 clusters Score -6732666 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -6734150.500000 Penalty: 5302.922852
	Iteration 13Q: 3 clusters Score -6734150 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -6735548.000000 Penalty: 5302.922852
	Iteration 14Q: 3 clusters Score -6735548 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6736538.000000 Penalty: 5302.922852
	Iteration 15Q: 3 clusters Score -6736538 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6737229.000000 Penalty: 5302.922852
	Iteration 16Q: 3 clusters Score -6737229 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -6737763.000000 Penalty: 5302.922852
	Iteration 17Q: 3 clusters Score -6737763 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -6738168.500000 Penalty: 5302.922852
	Iteration 18Q: 3 clusters Score -6738168 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -6738565.000000 Penalty: 5302.922852
	Iteration 19Q: 3 clusters Score -6738565 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -6738949.500000 Penalty: 5302.922852
	Iteration 20F: 3 clusters Score -6738950 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6739338.000000 Penalty: 5302.922852
	Iteration 21Q: 3 clusters Score -6739338 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -6739720.500000 Penalty: 5302.922852
	Iteration 22Q: 3 clusters Score -6739720 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6740054.000000 Penalty: 5302.922852
	Iteration 23Q: 3 clusters Score -6740054 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -6740354.500000 Penalty: 5302.922852
	Iteration 24Q: 3 clusters Score -6740354 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -6740592.000000 Penalty: 5302.922852
	Iteration 25Q: 3 clusters Score -6740592 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -6740797.500000 Penalty: 5302.922852
	Iteration 26Q: 3 clusters Score -6740798 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6740987.500000 Penalty: 5302.922852
	Iteration 27Q: 3 clusters Score -6740988 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -6741109.500000 Penalty: 5302.922852
	Iteration 28Q: 3 clusters Score -6741110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -6741224.000000 Penalty: 5302.922852
	Iteration 29Q: 3 clusters Score -6741224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -6741341.500000 Penalty: 5302.922852
	Iteration 30Q: 3 clusters Score -6741342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6741415.500000 Penalty: 5302.922852
	Iteration 31Q: 3 clusters Score -6741416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6741434.000000 Penalty: 5302.922852
	Iteration 32Q: 3 clusters Score -6741434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -6741469.000000 Penalty: 5302.922852
	Iteration 33Q: 3 clusters Score -6741469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -6741481.500000 Penalty: 5302.922852
	Iteration 34Q: 3 clusters Score -6741482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -6741493.000000 Penalty: 5302.922852
	Iteration 35Q: 3 clusters Score -6741493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -6741507.500000 Penalty: 5302.922852
	Iteration 36Q: 3 clusters Score -6741508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -6741507.000000 Penalty: 5302.922852
	Iteration 37Q: 3 clusters Score -6741507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -6741513.000000 Penalty: 5302.922852
	Iteration 38Q: 3 clusters Score -6741513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -6741516.000000 Penalty: 5302.922852
	Iteration 39Q: 3 clusters Score -6741516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6741525.000000 Penalty: 5302.922852
	Iteration 40F: 3 clusters Score -6741525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -6741521.000000 Penalty: 5302.922852
	Iteration 41Q: 3 clusters Score -6741521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -6741519.000000 Penalty: 5302.922852
	Iteration 42Q: 3 clusters Score -6741519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6741525.000000 Penalty: 5302.922852
	Iteration 43Q: 3 clusters Score -6741525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -6741525.000000 Penalty: 5302.922852
	Iteration 44Q: 3 clusters Score -6741525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -6741523.000000 Penalty: 5302.922852
	Iteration 45Q: 3 clusters Score -6741523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -6741531.000000 Penalty: 5302.922852
	Iteration 46Q: 3 clusters Score -6741531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -6741533.000000 Penalty: 5302.922852
	Iteration 47Q: 3 clusters Score -6741533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -6741537.000000 Penalty: 5302.922852
	Iteration 48Q: 3 clusters Score -6741537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -6741540.000000 Penalty: 5302.922852
	Iteration 49Q: 3 clusters Score -6741540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -6741540.000000 Penalty: 5302.922852
	Iteration 50F: 3 clusters Score -6741540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -21764.121094 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -21764.12 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 101 members 
Entering Unmasked Estep 
Score: -20712.082031 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -20712.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20778.568359 Penalty: 2583.905029
	Iteration 1Q: 3 clusters Score -20778.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20793.580078 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -20793.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20832.101562 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -20832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20837.927734 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -20837.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20877.927734 Penalty: 2583.905029
	Iteration 5Q: 3 clusters Score -20877.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20880.353516 Penalty: 2583.905029
	Iteration 6Q: 3 clusters Score -20880.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20880.353516 Penalty: 2583.905029
	Iteration 7F: 3 clusters Score -20880.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Entering Unmasked Estep 
Score: -1907455.500000 Penalty: 2336.027588
	Iteration 0F: 2 clusters Score -1907456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1898250.750000 Penalty: 4672.055176
	Iteration 0F: 3 clusters Score -1898251 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1901080.750000 Penalty: 4672.055176
	Iteration 1F: 3 clusters Score -1901081 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1901403.000000 Penalty: 4672.055176
	Iteration 2F: 3 clusters Score -1901403 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1901696.000000 Penalty: 4672.055176
	Iteration 3Q: 3 clusters Score -1901696 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1902031.375000 Penalty: 4672.055176
	Iteration 4F: 3 clusters Score -1902031 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1902398.875000 Penalty: 4672.055176
	Iteration 5F: 3 clusters Score -1902399 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1902864.375000 Penalty: 4672.055176
	Iteration 6F: 3 clusters Score -1902864 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1903403.000000 Penalty: 4672.055176
	Iteration 7F: 3 clusters Score -1903403 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1903942.125000 Penalty: 4672.055176
	Iteration 8F: 3 clusters Score -1903942 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1904423.625000 Penalty: 4672.055176
	Iteration 9Q: 3 clusters Score -1904424 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1904767.750000 Penalty: 4672.055176
	Iteration 10Q: 3 clusters Score -1904768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1905003.625000 Penalty: 4672.055176
	Iteration 11Q: 3 clusters Score -1905004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1905161.500000 Penalty: 4672.055176
	Iteration 12Q: 3 clusters Score -1905162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1905270.625000 Penalty: 4672.055176
	Iteration 13Q: 3 clusters Score -1905271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1905345.125000 Penalty: 4672.055176
	Iteration 14Q: 3 clusters Score -1905345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1905381.375000 Penalty: 4672.055176
	Iteration 15Q: 3 clusters Score -1905381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1905403.750000 Penalty: 4672.055176
	Iteration 16Q: 3 clusters Score -1905404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1905417.000000 Penalty: 4672.055176
	Iteration 17Q: 3 clusters Score -1905417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1905438.000000 Penalty: 4672.055176
	Iteration 18Q: 3 clusters Score -1905438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1905447.250000 Penalty: 4672.055176
	Iteration 19Q: 3 clusters Score -1905447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1905457.250000 Penalty: 4672.055176
	Iteration 20F: 3 clusters Score -1905457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1905462.750000 Penalty: 4672.055176
	Iteration 21Q: 3 clusters Score -1905463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1905465.625000 Penalty: 4672.055176
	Iteration 22Q: 3 clusters Score -1905466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1905466.375000 Penalty: 4672.055176
	Iteration 23Q: 3 clusters Score -1905466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1905469.375000 Penalty: 4672.055176
	Iteration 24Q: 3 clusters Score -1905469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1905469.375000 Penalty: 4672.055176
	Iteration 25F: 3 clusters Score -1905469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26812 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172668 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74718 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342624.000000 Penalty: 142536.968750
Iteration 319Q: 45 clusters Score -7.034262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26810 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172663 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74719 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43974 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342640.000000 Penalty: 142536.968750
Iteration 320F: 45 clusters Score -7.034264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9269 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26808 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172663 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35530 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74711 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342688.000000 Penalty: 142536.968750
Iteration 321Q: 45 clusters Score -7.034269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26808 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172659 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35529 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74711 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43969 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342744.000000 Penalty: 142536.968750
Iteration 322Q: 45 clusters Score -7.034274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26807 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172657 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35528 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74715 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43967 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342744.000000 Penalty: 142536.968750
Iteration 323Q: 45 clusters Score -7.034274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26805 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172654 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35528 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74717 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43966 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342696.000000 Penalty: 142536.968750
Iteration 324Q: 45 clusters Score -7.03427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9272 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26802 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172651 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35525 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74717 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43966 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 325Q: 45 clusters Score -7.034273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26799 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172649 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35523 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74716 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43966 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 326Q: 45 clusters Score -7.034273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9275 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26797 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9730 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172645 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35521 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74716 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43966 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342752.000000 Penalty: 142536.968750
Iteration 327Q: 45 clusters Score -7.034275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26795 members 
Mstep: Class 15 contains 9321 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9731 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172642 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35520 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74714 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43965 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342816.000000 Penalty: 142536.968750
Iteration 328Q: 45 clusters Score -7.034282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26792 members 
Mstep: Class 15 contains 9321 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172640 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35517 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74716 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43965 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342824.000000 Penalty: 142536.968750
Iteration 329Q: 45 clusters Score -7.034282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172643 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35516 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74713 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342792.000000 Penalty: 142536.968750
Iteration 330Q: 45 clusters Score -7.034279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26785 members 
Mstep: Class 15 contains 9321 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172645 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35516 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74711 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342784.000000 Penalty: 142536.968750
Iteration 331Q: 45 clusters Score -7.034278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26783 members 
Mstep: Class 15 contains 9321 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172645 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74709 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342768.000000 Penalty: 142536.968750
Iteration 332Q: 45 clusters Score -7.034277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26779 members 
Mstep: Class 15 contains 9321 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9734 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172643 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35513 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74710 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342824.000000 Penalty: 142536.968750
Iteration 333Q: 45 clusters Score -7.034282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26778 members 
Mstep: Class 15 contains 9322 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9738 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172639 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35506 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74711 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342792.000000 Penalty: 142536.968750
Iteration 334Q: 45 clusters Score -7.034279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26777 members 
Mstep: Class 15 contains 9322 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172630 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35500 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74712 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342752.000000 Penalty: 142536.968750
Iteration 335Q: 45 clusters Score -7.034275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26776 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172623 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35496 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74712 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1938 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342736.000000 Penalty: 142536.968750
Iteration 336Q: 45 clusters Score -7.034274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172619 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35496 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74712 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342776.000000 Penalty: 142536.968750
Iteration 337Q: 45 clusters Score -7.034278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26772 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172615 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35496 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74707 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342792.000000 Penalty: 142536.968750
Iteration 338Q: 45 clusters Score -7.034279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26772 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172606 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35496 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74706 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342768.000000 Penalty: 142536.968750
Iteration 339Q: 45 clusters Score -7.034277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9285 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26772 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172601 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35495 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74706 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342768.000000 Penalty: 142536.968750
Iteration 340F: 45 clusters Score -7.034277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9745 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172597 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35492 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74706 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342792.000000 Penalty: 142536.968750
Iteration 341Q: 45 clusters Score -7.034279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 9746 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172591 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35488 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74709 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43965 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342752.000000 Penalty: 142536.968750
Iteration 342Q: 45 clusters Score -7.034275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172584 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35481 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74712 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 343Q: 45 clusters Score -7.034273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9289 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172576 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35479 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74709 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43964 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 344Q: 45 clusters Score -7.034273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172566 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35479 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74707 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43963 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342712.000000 Penalty: 142536.968750
Iteration 345Q: 45 clusters Score -7.034271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26762 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35477 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74705 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43963 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342720.000000 Penalty: 142536.968750
Iteration 346Q: 45 clusters Score -7.034272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9298 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26760 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172565 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35475 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74702 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43962 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342712.000000 Penalty: 142536.968750
Iteration 347Q: 45 clusters Score -7.034271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35474 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74699 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43962 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342704.000000 Penalty: 142536.968750
Iteration 348Q: 45 clusters Score -7.03427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172563 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74699 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342744.000000 Penalty: 142536.968750
Iteration 349Q: 45 clusters Score -7.034274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172560 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74700 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342752.000000 Penalty: 142536.968750
Iteration 350Q: 45 clusters Score -7.034275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172561 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74699 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342744.000000 Penalty: 142536.968750
Iteration 351Q: 45 clusters Score -7.034274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172560 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74699 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 352Q: 45 clusters Score -7.034273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172559 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74701 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342720.000000 Penalty: 142536.968750
Iteration 353Q: 45 clusters Score -7.034272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172558 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74702 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 354Q: 45 clusters Score -7.034273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172558 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74702 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70342728.000000 Penalty: 142536.968750
Iteration 355F: 45 clusters Score -7.034273e+07 nChanged 0
Entering ConstructFrom: 
Score: -70342728.000000 Penalty: 142536.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Entering Unmasked Estep 
Score: -695145.562500 Penalty: 2092.982910
	Iteration 0F: 2 clusters Score -695145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -690859.937500 Penalty: 4185.965820
	Iteration 0F: 3 clusters Score -690859.9 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -691883.187500 Penalty: 4185.965820
	Iteration 1F: 3 clusters Score -691883.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -692093.125000 Penalty: 4185.965820
	Iteration 2F: 3 clusters Score -692093.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -692221.500000 Penalty: 4185.965820
	Iteration 3F: 3 clusters Score -692221.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -692327.937500 Penalty: 4185.965820
	Iteration 4Q: 3 clusters Score -692327.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -692397.937500 Penalty: 4185.965820
	Iteration 5Q: 3 clusters Score -692397.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -692443.062500 Penalty: 4185.965820
	Iteration 6Q: 3 clusters Score -692443.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -692482.125000 Penalty: 4185.965820
	Iteration 7Q: 3 clusters Score -692482.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -692516.562500 Penalty: 4185.965820
	Iteration 8Q: 3 clusters Score -692516.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -692545.625000 Penalty: 4185.965820
	Iteration 9Q: 3 clusters Score -692545.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -692566.062500 Penalty: 4185.965820
	Iteration 10Q: 3 clusters Score -692566.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -692587.312500 Penalty: 4185.965820
	Iteration 11Q: 3 clusters Score -692587.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -692607.437500 Penalty: 4185.965820
	Iteration 12Q: 3 clusters Score -692607.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -692624.500000 Penalty: 4185.965820
	Iteration 13Q: 3 clusters Score -692624.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -692638.875000 Penalty: 4185.965820
	Iteration 14Q: 3 clusters Score -692638.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -692648.437500 Penalty: 4185.965820
	Iteration 15Q: 3 clusters Score -692648.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -692662.937500 Penalty: 4185.965820
	Iteration 16Q: 3 clusters Score -692662.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -692681.500000 Penalty: 4185.965820
	Iteration 17Q: 3 clusters Score -692681.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -692696.062500 Penalty: 4185.965820
	Iteration 18Q: 3 clusters Score -692696.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -692706.375000 Penalty: 4185.965820
	Iteration 19Q: 3 clusters Score -692706.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -692715.875000 Penalty: 4185.965820
	Iteration 20F: 3 clusters Score -692715.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -692727.812500 Penalty: 4185.965820
	Iteration 21Q: 3 clusters Score -692727.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -692737.437500 Penalty: 4185.965820
	Iteration 22Q: 3 clusters Score -692737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -692747.937500 Penalty: 4185.965820
	Iteration 23Q: 3 clusters Score -692747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -692755.750000 Penalty: 4185.965820
	Iteration 24Q: 3 clusters Score -692755.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -692764.312500 Penalty: 4185.965820
	Iteration 25Q: 3 clusters Score -692764.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -692773.375000 Penalty: 4185.965820
	Iteration 26Q: 3 clusters Score -692773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -692780.062500 Penalty: 4185.965820
	Iteration 27Q: 3 clusters Score -692780.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -692789.125000 Penalty: 4185.965820
	Iteration 28Q: 3 clusters Score -692789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -692794.062500 Penalty: 4185.965820
	Iteration 29Q: 3 clusters Score -692794.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -692800.750000 Penalty: 4185.965820
	Iteration 30Q: 3 clusters Score -692800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -692808.062500 Penalty: 4185.965820
	Iteration 31Q: 3 clusters Score -692808.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -692813.312500 Penalty: 4185.965820
	Iteration 32Q: 3 clusters Score -692813.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -692815.937500 Penalty: 4185.965820
	Iteration 33Q: 3 clusters Score -692815.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -692821.375000 Penalty: 4185.965820
	Iteration 34Q: 3 clusters Score -692821.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -692831.062500 Penalty: 4185.965820
	Iteration 35Q: 3 clusters Score -692831.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -692842.437500 Penalty: 4185.965820
	Iteration 36Q: 3 clusters Score -692842.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -692848.500000 Penalty: 4185.965820
	Iteration 37Q: 3 clusters Score -692848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -692856.062500 Penalty: 4185.965820
	Iteration 38Q: 3 clusters Score -692856.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -692864.062500 Penalty: 4185.965820
	Iteration 39Q: 3 clusters Score -692864.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -692871.687500 Penalty: 4185.965820
	Iteration 40F: 3 clusters Score -692871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -692881.250000 Penalty: 4185.965820
	Iteration 41Q: 3 clusters Score -692881.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -692889.875000 Penalty: 4185.965820
	Iteration 42Q: 3 clusters Score -692889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -692895.062500 Penalty: 4185.965820
	Iteration 43Q: 3 clusters Score -692895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -692901.500000 Penalty: 4185.965820
	Iteration 44Q: 3 clusters Score -692901.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -692908.250000 Penalty: 4185.965820
	Iteration 45Q: 3 clusters Score -692908.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -692922.750000 Penalty: 4185.965820
	Iteration 46Q: 3 clusters Score -692922.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -692933.812500 Penalty: 4185.965820
	Iteration 47Q: 3 clusters Score -692933.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -692939.187500 Penalty: 4185.965820
	Iteration 48Q: 3 clusters Score -692939.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -692948.937500 Penalty: 4185.965820
	Iteration 49Q: 3 clusters Score -692948.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -692960.437500 Penalty: 4185.965820
	Iteration 50Q: 3 clusters Score -692960.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -692975.312500 Penalty: 4185.965820
	Iteration 51Q: 3 clusters Score -692975.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -692988.937500 Penalty: 4185.965820
	Iteration 52Q: 3 clusters Score -692988.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -693006.875000 Penalty: 4185.965820
	Iteration 53Q: 3 clusters Score -693006.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -693024.437500 Penalty: 4185.965820
	Iteration 54Q: 3 clusters Score -693024.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -693043.750000 Penalty: 4185.965820
	Iteration 55Q: 3 clusters Score -693043.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -693067.562500 Penalty: 4185.965820
	Iteration 56Q: 3 clusters Score -693067.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -693089.875000 Penalty: 4185.965820
	Iteration 57Q: 3 clusters Score -693089.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -693113.562500 Penalty: 4185.965820
	Iteration 58Q: 3 clusters Score -693113.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -693140.062500 Penalty: 4185.965820
	Iteration 59Q: 3 clusters Score -693140.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -693174.875000 Penalty: 4185.965820
	Iteration 60F: 3 clusters Score -693174.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -693206.125000 Penalty: 4185.965820
	Iteration 61Q: 3 clusters Score -693206.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -693232.250000 Penalty: 4185.965820
	Iteration 62Q: 3 clusters Score -693232.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -693255.625000 Penalty: 4185.965820
	Iteration 63Q: 3 clusters Score -693255.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -693280.437500 Penalty: 4185.965820
	Iteration 64Q: 3 clusters Score -693280.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -693295.562500 Penalty: 4185.965820
	Iteration 65Q: 3 clusters Score -693295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -693307.250000 Penalty: 4185.965820
	Iteration 66Q: 3 clusters Score -693307.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -693323.312500 Penalty: 4185.965820
	Iteration 67Q: 3 clusters Score -693323.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -693328.750000 Penalty: 4185.965820
	Iteration 68Q: 3 clusters Score -693328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -693333.562500 Penalty: 4185.965820
	Iteration 69Q: 3 clusters Score -693333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -693337.687500 Penalty: 4185.965820
	Iteration 70Q: 3 clusters Score -693337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -693341.125000 Penalty: 4185.965820
	Iteration 71Q: 3 clusters Score -693341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -693342.062500 Penalty: 4185.965820
	Iteration 72Q: 3 clusters Score -693342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -693345.687500 Penalty: 4185.965820
	Iteration 73Q: 3 clusters Score -693345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -693345.562500 Penalty: 4185.965820
	Iteration 74Q: 3 clusters Score -693345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -693345.750000 Penalty: 4185.965820
	Iteration 75Q: 3 clusters Score -693345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -693345.562500 Penalty: 4185.965820
	Iteration 76Q: 3 clusters Score -693345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -693346.625000 Penalty: 4185.965820
	Iteration 77Q: 3 clusters Score -693346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -693346.625000 Penalty: 4185.965820
	Iteration 78F: 3 clusters Score -693346.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Entering Unmasked Estep 
Score: -1436792.750000 Penalty: 2266.220215
	Iteration 0F: 2 clusters Score -1436793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1429567.125000 Penalty: 4532.440430
	Iteration 0F: 3 clusters Score -1429567 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1431547.750000 Penalty: 4532.440430
	Iteration 1F: 3 clusters Score -1431548 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1431784.000000 Penalty: 4532.440430
	Iteration 2F: 3 clusters Score -1431784 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1431935.000000 Penalty: 4532.440430
	Iteration 3Q: 3 clusters Score -1431935 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1432043.750000 Penalty: 4532.440430
	Iteration 4Q: 3 clusters Score -1432044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1432124.375000 Penalty: 4532.440430
	Iteration 5Q: 3 clusters Score -1432124 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1432188.250000 Penalty: 4532.440430
	Iteration 6Q: 3 clusters Score -1432188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1432236.250000 Penalty: 4532.440430
	Iteration 7Q: 3 clusters Score -1432236 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1432289.000000 Penalty: 4532.440430
	Iteration 8Q: 3 clusters Score -1432289 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1432337.000000 Penalty: 4532.440430
	Iteration 9Q: 3 clusters Score -1432337 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1432381.375000 Penalty: 4532.440430
	Iteration 10Q: 3 clusters Score -1432381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1432422.875000 Penalty: 4532.440430
	Iteration 11Q: 3 clusters Score -1432423 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1432459.375000 Penalty: 4532.440430
	Iteration 12Q: 3 clusters Score -1432459 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1432501.625000 Penalty: 4532.440430
	Iteration 13Q: 3 clusters Score -1432502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1432556.750000 Penalty: 4532.440430
	Iteration 14Q: 3 clusters Score -1432557 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1432612.000000 Penalty: 4532.440430
	Iteration 15Q: 3 clusters Score -1432612 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1432682.750000 Penalty: 4532.440430
	Iteration 16Q: 3 clusters Score -1432683 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1432784.750000 Penalty: 4532.440430
	Iteration 17Q: 3 clusters Score -1432785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1432895.625000 Penalty: 4532.440430
	Iteration 18Q: 3 clusters Score -1432896 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1433036.500000 Penalty: 4532.440430
	Iteration 19Q: 3 clusters Score -1433036 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1433191.250000 Penalty: 4532.440430
	Iteration 20F: 3 clusters Score -1433191 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1433350.250000 Penalty: 4532.440430
	Iteration 21Q: 3 clusters Score -1433350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1433532.375000 Penalty: 4532.440430
	Iteration 22Q: 3 clusters Score -1433532 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1433757.000000 Penalty: 4532.440430
	Iteration 23Q: 3 clusters Score -1433757 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1433992.125000 Penalty: 4532.440430
	Iteration 24Q: 3 clusters Score -1433992 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1434213.625000 Penalty: 4532.440430
	Iteration 25Q: 3 clusters Score -1434214 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1434389.750000 Penalty: 4532.440430
	Iteration 26Q: 3 clusters Score -1434390 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1434503.250000 Penalty: 4532.440430
	Iteration 27Q: 3 clusters Score -1434503 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1434576.500000 Penalty: 4532.440430
	Iteration 28Q: 3 clusters Score -1434576 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1434628.125000 Penalty: 4532.440430
	Iteration 29Q: 3 clusters Score -1434628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1434660.625000 Penalty: 4532.440430
	Iteration 30Q: 3 clusters Score -1434661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1434678.375000 Penalty: 4532.440430
	Iteration 31Q: 3 clusters Score -1434678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1434690.750000 Penalty: 4532.440430
	Iteration 32Q: 3 clusters Score -1434691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1434701.250000 Penalty: 4532.440430
	Iteration 33Q: 3 clusters Score -1434701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1434706.625000 Penalty: 4532.440430
	Iteration 34Q: 3 clusters Score -1434707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1434713.250000 Penalty: 4532.440430
	Iteration 35Q: 3 clusters Score -1434713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1434717.125000 Penalty: 4532.440430
	Iteration 36Q: 3 clusters Score -1434717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1434717.625000 Penalty: 4532.440430
	Iteration 37Q: 3 clusters Score -1434718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1434724.125000 Penalty: 4532.440430
	Iteration 38Q: 3 clusters Score -1434724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1434729.875000 Penalty: 4532.440430
	Iteration 39Q: 3 clusters Score -1434730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1434728.375000 Penalty: 4532.440430
	Iteration 40F: 3 clusters Score -1434728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1434732.500000 Penalty: 4532.440430
	Iteration 41Q: 3 clusters Score -1434732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1434735.250000 Penalty: 4532.440430
	Iteration 42Q: 3 clusters Score -1434735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1434743.750000 Penalty: 4532.440430
	Iteration 43Q: 3 clusters Score -1434744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1434746.250000 Penalty: 4532.440430
	Iteration 44Q: 3 clusters Score -1434746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1434750.500000 Penalty: 4532.440430
	Iteration 45Q: 3 clusters Score -1434750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1434754.625000 Penalty: 4532.440430
	Iteration 46Q: 3 clusters Score -1434755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1434758.750000 Penalty: 4532.440430
	Iteration 47Q: 3 clusters Score -1434759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1434765.000000 Penalty: 4532.440430
	Iteration 48Q: 3 clusters Score -1434765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1434767.875000 Penalty: 4532.440430
	Iteration 49Q: 3 clusters Score -1434768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1434773.750000 Penalty: 4532.440430
	Iteration 50Q: 3 clusters Score -1434774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1434774.625000 Penalty: 4532.440430
	Iteration 51Q: 3 clusters Score -1434775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1434776.000000 Penalty: 4532.440430
	Iteration 52Q: 3 clusters Score -1434776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1434778.500000 Penalty: 4532.440430
	Iteration 53Q: 3 clusters Score -1434778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1434784.125000 Penalty: 4532.440430
	Iteration 54Q: 3 clusters Score -1434784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1434790.500000 Penalty: 4532.440430
	Iteration 55Q: 3 clusters Score -1434790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1434791.000000 Penalty: 4532.440430
	Iteration 56Q: 3 clusters Score -1434791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1434792.375000 Penalty: 4532.440430
	Iteration 57Q: 3 clusters Score -1434792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1434794.500000 Penalty: 4532.440430
	Iteration 58Q: 3 clusters Score -1434794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1434796.000000 Penalty: 4532.440430
	Iteration 59Q: 3 clusters Score -1434796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1434796.875000 Penalty: 4532.440430
	Iteration 60F: 3 clusters Score -1434797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1434800.000000 Penalty: 4532.440430
	Iteration 61Q: 3 clusters Score -1434800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1434799.375000 Penalty: 4532.440430
	Iteration 62Q: 3 clusters Score -1434799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1434798.625000 Penalty: 4532.440430
	Iteration 63Q: 3 clusters Score -1434799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1434797.875000 Penalty: 4532.440430
	Iteration 64Q: 3 clusters Score -1434798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1434799.500000 Penalty: 4532.440430
	Iteration 65Q: 3 clusters Score -1434800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1434799.125000 Penalty: 4532.440430
	Iteration 66Q: 3 clusters Score -1434799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1434801.125000 Penalty: 4532.440430
	Iteration 67Q: 3 clusters Score -1434801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1434800.500000 Penalty: 4532.440430
	Iteration 68Q: 3 clusters Score -1434800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1434799.750000 Penalty: 4532.440430
	Iteration 69Q: 3 clusters Score -1434800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1434799.750000 Penalty: 4532.440430
	Iteration 70F: 3 clusters Score -1434800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -42571.746094 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -42571.75 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 154 members 
Entering Unmasked Estep 
Score: -41292.207031 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -41292.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41554.640625 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -41554.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41628.847656 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -41628.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41686.218750 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -41686.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41702.492188 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -41702.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -41710.675781 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -41710.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -41721.691406 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -41721.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41727.902344 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -41727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41731.691406 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -41731.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41737.152344 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -41737.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41737.152344 Penalty: 2851.698975
	Iteration 10F: 3 clusters Score -41737.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -36274.445312 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -36274.45 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 153 members 
Entering Unmasked Estep 
Score: -35126.101562 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -35126.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35357.117188 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -35357.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35546.832031 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -35546.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35846.261719 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -35846.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -36135.113281 Penalty: 2846.937256
	Iteration 4F: 3 clusters Score -36135.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -36170.308594 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -36170.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -36190.214844 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -36190.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -36203.949219 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -36203.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -36221.593750 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -36221.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -36221.593750 Penalty: 2846.937256
	Iteration 9F: 3 clusters Score -36221.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Entering Unmasked Estep 
Score: -3108546.500000 Penalty: 2455.692627
	Iteration 0F: 2 clusters Score -3108546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3094364.250000 Penalty: 4911.385254
	Iteration 0F: 3 clusters Score -3094364 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3099133.000000 Penalty: 4911.385254
	Iteration 1F: 3 clusters Score -3099133 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3099558.000000 Penalty: 4911.385254
	Iteration 2F: 3 clusters Score -3099558 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3099930.500000 Penalty: 4911.385254
	Iteration 3Q: 3 clusters Score -3099930 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3100290.750000 Penalty: 4911.385254
	Iteration 4Q: 3 clusters Score -3100291 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3100733.750000 Penalty: 4911.385254
	Iteration 5Q: 3 clusters Score -3100734 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3101343.500000 Penalty: 4911.385254
	Iteration 6F: 3 clusters Score -3101344 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3102151.500000 Penalty: 4911.385254
	Iteration 7F: 3 clusters Score -3102152 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3103110.250000 Penalty: 4911.385254
	Iteration 8F: 3 clusters Score -3103110 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3104248.750000 Penalty: 4911.385254
	Iteration 9F: 3 clusters Score -3104249 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3105217.750000 Penalty: 4911.385254
	Iteration 10F: 3 clusters Score -3105218 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3105778.000000 Penalty: 4911.385254
	Iteration 11Q: 3 clusters Score -3105778 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3106062.250000 Penalty: 4911.385254
	Iteration 12Q: 3 clusters Score -3106062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3106202.000000 Penalty: 4911.385254
	Iteration 13Q: 3 clusters Score -3106202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3106274.500000 Penalty: 4911.385254
	Iteration 14Q: 3 clusters Score -3106274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3106321.500000 Penalty: 4911.385254
	Iteration 15Q: 3 clusters Score -3106322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3106356.250000 Penalty: 4911.385254
	Iteration 16Q: 3 clusters Score -3106356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3106384.500000 Penalty: 4911.385254
	Iteration 17Q: 3 clusters Score -3106384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3106400.000000 Penalty: 4911.385254
	Iteration 18Q: 3 clusters Score -3106400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3106408.500000 Penalty: 4911.385254
	Iteration 19Q: 3 clusters Score -3106408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3106407.000000 Penalty: 4911.385254
	Iteration 20F: 3 clusters Score -3106407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -811907.687500 Penalty: 2125.259766
	Iteration 0F: 2 clusters Score -811907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -807177.937500 Penalty: 4250.519531
	Iteration 0F: 3 clusters Score -807177.9 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -808328.062500 Penalty: 4250.519531
	Iteration 1F: 3 clusters Score -808328.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -808557.000000 Penalty: 4250.519531
	Iteration 2F: 3 clusters Score -808557 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -808680.937500 Penalty: 4250.519531
	Iteration 3Q: 3 clusters Score -808680.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -808750.500000 Penalty: 4250.519531
	Iteration 4Q: 3 clusters Score -808750.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -808819.375000 Penalty: 4250.519531
	Iteration 5Q: 3 clusters Score -808819.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -808882.625000 Penalty: 4250.519531
	Iteration 6Q: 3 clusters Score -808882.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -808945.812500 Penalty: 4250.519531
	Iteration 7Q: 3 clusters Score -808945.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -808999.812500 Penalty: 4250.519531
	Iteration 8Q: 3 clusters Score -808999.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -809051.125000 Penalty: 4250.519531
	Iteration 9Q: 3 clusters Score -809051.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -809091.062500 Penalty: 4250.519531
	Iteration 10Q: 3 clusters Score -809091.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -809124.312500 Penalty: 4250.519531
	Iteration 11Q: 3 clusters Score -809124.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -809151.437500 Penalty: 4250.519531
	Iteration 12Q: 3 clusters Score -809151.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -809169.562500 Penalty: 4250.519531
	Iteration 13Q: 3 clusters Score -809169.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -809188.687500 Penalty: 4250.519531
	Iteration 14Q: 3 clusters Score -809188.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -809206.562500 Penalty: 4250.519531
	Iteration 15Q: 3 clusters Score -809206.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -809226.000000 Penalty: 4250.519531
	Iteration 16Q: 3 clusters Score -809226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -809238.625000 Penalty: 4250.519531
	Iteration 17Q: 3 clusters Score -809238.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -809255.062500 Penalty: 4250.519531
	Iteration 18Q: 3 clusters Score -809255.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -809267.687500 Penalty: 4250.519531
	Iteration 19Q: 3 clusters Score -809267.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -809282.250000 Penalty: 4250.519531
	Iteration 20F: 3 clusters Score -809282.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -809302.812500 Penalty: 4250.519531
	Iteration 21Q: 3 clusters Score -809302.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -809321.687500 Penalty: 4250.519531
	Iteration 22Q: 3 clusters Score -809321.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -809333.875000 Penalty: 4250.519531
	Iteration 23Q: 3 clusters Score -809333.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -809347.500000 Penalty: 4250.519531
	Iteration 24Q: 3 clusters Score -809347.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -809359.437500 Penalty: 4250.519531
	Iteration 25Q: 3 clusters Score -809359.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -809371.625000 Penalty: 4250.519531
	Iteration 26Q: 3 clusters Score -809371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -809386.375000 Penalty: 4250.519531
	Iteration 27Q: 3 clusters Score -809386.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -809400.562500 Penalty: 4250.519531
	Iteration 28Q: 3 clusters Score -809400.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -809421.687500 Penalty: 4250.519531
	Iteration 29Q: 3 clusters Score -809421.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -809434.187500 Penalty: 4250.519531
	Iteration 30Q: 3 clusters Score -809434.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -809448.187500 Penalty: 4250.519531
	Iteration 31Q: 3 clusters Score -809448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -809457.437500 Penalty: 4250.519531
	Iteration 32Q: 3 clusters Score -809457.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -809462.062500 Penalty: 4250.519531
	Iteration 33Q: 3 clusters Score -809462.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -809468.187500 Penalty: 4250.519531
	Iteration 34Q: 3 clusters Score -809468.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -809477.000000 Penalty: 4250.519531
	Iteration 35Q: 3 clusters Score -809477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -809485.750000 Penalty: 4250.519531
	Iteration 36Q: 3 clusters Score -809485.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -809492.687500 Penalty: 4250.519531
	Iteration 37Q: 3 clusters Score -809492.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -809498.312500 Penalty: 4250.519531
	Iteration 38Q: 3 clusters Score -809498.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -809503.250000 Penalty: 4250.519531
	Iteration 39Q: 3 clusters Score -809503.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -809514.187500 Penalty: 4250.519531
	Iteration 40F: 3 clusters Score -809514.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -809523.000000 Penalty: 4250.519531
	Iteration 41Q: 3 clusters Score -809523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -809531.000000 Penalty: 4250.519531
	Iteration 42Q: 3 clusters Score -809531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -809537.250000 Penalty: 4250.519531
	Iteration 43Q: 3 clusters Score -809537.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -809545.687500 Penalty: 4250.519531
	Iteration 44Q: 3 clusters Score -809545.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -809556.562500 Penalty: 4250.519531
	Iteration 45Q: 3 clusters Score -809556.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -809564.187500 Penalty: 4250.519531
	Iteration 46Q: 3 clusters Score -809564.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -809568.000000 Penalty: 4250.519531
	Iteration 47Q: 3 clusters Score -809568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -809577.125000 Penalty: 4250.519531
	Iteration 48Q: 3 clusters Score -809577.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -809584.437500 Penalty: 4250.519531
	Iteration 49Q: 3 clusters Score -809584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -809587.562500 Penalty: 4250.519531
	Iteration 50Q: 3 clusters Score -809587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -809592.500000 Penalty: 4250.519531
	Iteration 51Q: 3 clusters Score -809592.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -809600.250000 Penalty: 4250.519531
	Iteration 52Q: 3 clusters Score -809600.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -809605.312500 Penalty: 4250.519531
	Iteration 53Q: 3 clusters Score -809605.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -809610.687500 Penalty: 4250.519531
	Iteration 54Q: 3 clusters Score -809610.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -809613.812500 Penalty: 4250.519531
	Iteration 55Q: 3 clusters Score -809613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -809617.500000 Penalty: 4250.519531
	Iteration 56Q: 3 clusters Score -809617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -809618.187500 Penalty: 4250.519531
	Iteration 57Q: 3 clusters Score -809618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -809621.250000 Penalty: 4250.519531
	Iteration 58Q: 3 clusters Score -809621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -809622.687500 Penalty: 4250.519531
	Iteration 59Q: 3 clusters Score -809622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -809622.812500 Penalty: 4250.519531
	Iteration 60F: 3 clusters Score -809622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -809623.312500 Penalty: 4250.519531
	Iteration 61Q: 3 clusters Score -809623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -809624.500000 Penalty: 4250.519531
	Iteration 62Q: 3 clusters Score -809624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -809624.062500 Penalty: 4250.519531
	Iteration 63Q: 3 clusters Score -809624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -809625.812500 Penalty: 4250.519531
	Iteration 64Q: 3 clusters Score -809625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -809626.937500 Penalty: 4250.519531
	Iteration 65Q: 3 clusters Score -809626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -809626.062500 Penalty: 4250.519531
	Iteration 66Q: 3 clusters Score -809626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -809627.437500 Penalty: 4250.519531
	Iteration 67Q: 3 clusters Score -809627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -809627.625000 Penalty: 4250.519531
	Iteration 68Q: 3 clusters Score -809627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -809627.375000 Penalty: 4250.519531
	Iteration 69Q: 3 clusters Score -809627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -809628.750000 Penalty: 4250.519531
	Iteration 70Q: 3 clusters Score -809628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -809628.125000 Penalty: 4250.519531
	Iteration 71Q: 3 clusters Score -809628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -809628.125000 Penalty: 4250.519531
	Iteration 72F: 3 clusters Score -809628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -37113.867188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -37113.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35964.125000 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -35964.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36054.054688 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -36054.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36092.976562 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -36092.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36106.820312 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -36106.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36113.359375 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -36113.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36149.585938 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -36149.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36179.964844 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -36179.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36197.667969 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -36197.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36235.105469 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -36235.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36259.109375 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -36259.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36305.753906 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -36305.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36331.105469 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -36331.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36347.722656 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -36347.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36394.699219 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -36394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36409.167969 Penalty: 2812.260986
	Iteration 14Q: 3 clusters Score -36409.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36421.960938 Penalty: 2812.260986
	Iteration 15Q: 3 clusters Score -36421.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36427.500000 Penalty: 2812.260986
	Iteration 16Q: 3 clusters Score -36427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36431.109375 Penalty: 2812.260986
	Iteration 17Q: 3 clusters Score -36431.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36433.058594 Penalty: 2812.260986
	Iteration 18Q: 3 clusters Score -36433.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36439.492188 Penalty: 2812.260986
	Iteration 19F: 3 clusters Score -36439.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36476.851562 Penalty: 2812.260986
	Iteration 20F: 3 clusters Score -36476.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36488.328125 Penalty: 2812.260986
	Iteration 21Q: 3 clusters Score -36488.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36488.328125 Penalty: 2812.260986
	Iteration 22F: 3 clusters Score -36488.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -117460.562500 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -117460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115728.304688 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -115728.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116038.984375 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -116039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116182.273438 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -116182.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116290.148438 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -116290.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116371.953125 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -116372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116446.828125 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -116446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116482.921875 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -116482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116503.257812 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -116503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116518.007812 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -116518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116528.757812 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -116528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116559.195312 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -116559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116584.492188 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -116584.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116593.039062 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -116593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116596.640625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -116596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116597.515625 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -116597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116597.914062 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -116597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116597.914062 Penalty: 3347.384766
	Iteration 16F: 3 clusters Score -116597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -70112.195312 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -70112.2 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 274 members 
Entering Unmasked Estep 
Score: -68585.796875 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -68585.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68991.109375 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -68991.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69163.148438 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -69163.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69256.390625 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -69256.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69304.898438 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -69304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69381.640625 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -69381.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69478.695312 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -69478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69560.257812 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -69560.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69592.828125 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -69592.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69609.687500 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -69609.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69625.179688 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -69625.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69639.945312 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -69639.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69645.062500 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -69645.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69647.304688 Penalty: 3142.187012
	Iteration 13Q: 3 clusters Score -69647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69648.750000 Penalty: 3142.187012
	Iteration 14Q: 3 clusters Score -69648.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69648.750000 Penalty: 3142.187012
	Iteration 15F: 3 clusters Score -69648.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -641319.812500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -641319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -637196.375000 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -637196.4 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -638397.750000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -638397.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -638941.750000 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -638941.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -639475.500000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -639475.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -639992.562500 Penalty: 4166.392578
	Iteration 4F: 3 clusters Score -639992.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -640325.937500 Penalty: 4166.392578
	Iteration 5F: 3 clusters Score -640325.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -640498.937500 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -640498.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -640594.687500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -640594.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -640645.875000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -640645.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -640680.312500 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -640680.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -640700.375000 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -640700.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -640712.062500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -640712.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -640718.187500 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -640718.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -640726.125000 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -640726.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -640732.750000 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -640732.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -640742.187500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -640742.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -640749.937500 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -640749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -640756.062500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -640756.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -640762.125000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -640762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -640766.625000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -640766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -640773.937500 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -640773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -640785.000000 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -640785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -640799.312500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -640799.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -640813.687500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -640813.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -640836.187500 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -640836.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -640847.000000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -640847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -640858.750000 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -640858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -640872.937500 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -640872.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -640887.312500 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -640887.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -640905.437500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -640905.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -640924.937500 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -640924.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -640946.812500 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -640946.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -640981.812500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -640981.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -641011.437500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -641011.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -641033.687500 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -641033.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -641056.187500 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -641056.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -641079.187500 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -641079.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -641097.750000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -641097.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -641111.062500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -641111.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -641121.875000 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -641121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -641129.250000 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -641129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -641134.812500 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -641134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -641137.437500 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -641137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -641138.375000 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -641138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -641139.750000 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -641139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -641141.062500 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -641141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -641140.250000 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -641140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -641143.687500 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -641143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -641141.687500 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -641141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -641144.187500 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -641144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -641144.000000 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -641144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -641145.500000 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -641145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -641145.500000 Penalty: 4166.392578
	Iteration 52F: 3 clusters Score -641145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -807896.875000 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -807896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -803024.562500 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -803024.6 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -804259.812500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -804259.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -804598.062500 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -804598.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -804874.062500 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -804874.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -805109.937500 Penalty: 4275.753906
	Iteration 4F: 3 clusters Score -805109.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -805360.937500 Penalty: 4275.753906
	Iteration 5F: 3 clusters Score -805360.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -805612.000000 Penalty: 4275.753906
	Iteration 6F: 3 clusters Score -805612 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -805851.687500 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -805851.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -806062.375000 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -806062.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -806232.875000 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -806232.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -806371.187500 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -806371.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -806452.875000 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -806452.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -806499.625000 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -806499.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -806554.125000 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -806554.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -806585.875000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -806585.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -806604.625000 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -806604.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -806618.687500 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -806618.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -806623.312500 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -806623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -806627.937500 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -806627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -806634.687500 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -806634.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -806644.375000 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -806644.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -806651.500000 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -806651.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -806661.500000 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -806661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -806669.687500 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -806669.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -806673.500000 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -806673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -806677.625000 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -806677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -806681.437500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -806681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -806683.937500 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -806683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -806682.437500 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -806682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -806683.062500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -806683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -806684.937500 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -806684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -806686.562500 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -806686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -806686.562500 Penalty: 4275.753906
	Iteration 32F: 3 clusters Score -806686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -210855.421875 Penalty: 1813.016479
	Iteration 0F: 2 clusters Score -210855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208639.546875 Penalty: 3626.032959
	Iteration 0F: 3 clusters Score -208639.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209083.140625 Penalty: 3626.032959
	Iteration 1F: 3 clusters Score -209083.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -209232.468750 Penalty: 3626.032959
	Iteration 2F: 3 clusters Score -209232.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -209315.875000 Penalty: 3626.032959
	Iteration 3Q: 3 clusters Score -209315.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -209382.562500 Penalty: 3626.032959
	Iteration 4Q: 3 clusters Score -209382.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -209457.671875 Penalty: 3626.032959
	Iteration 5Q: 3 clusters Score -209457.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209529.265625 Penalty: 3626.032959
	Iteration 6Q: 3 clusters Score -209529.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -209615.343750 Penalty: 3626.032959
	Iteration 7Q: 3 clusters Score -209615.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -209683.421875 Penalty: 3626.032959
	Iteration 8Q: 3 clusters Score -209683.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209752.234375 Penalty: 3626.032959
	Iteration 9Q: 3 clusters Score -209752.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209829.875000 Penalty: 3626.032959
	Iteration 10Q: 3 clusters Score -209829.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209899.531250 Penalty: 3626.032959
	Iteration 11Q: 3 clusters Score -209899.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209937.796875 Penalty: 3626.032959
	Iteration 12Q: 3 clusters Score -209937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -209962.718750 Penalty: 3626.032959
	Iteration 13Q: 3 clusters Score -209962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -209981.531250 Penalty: 3626.032959
	Iteration 14Q: 3 clusters Score -209981.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209996.312500 Penalty: 3626.032959
	Iteration 15Q: 3 clusters Score -209996.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210018.921875 Penalty: 3626.032959
	Iteration 16Q: 3 clusters Score -210018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210049.515625 Penalty: 3626.032959
	Iteration 17Q: 3 clusters Score -210049.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -210073.093750 Penalty: 3626.032959
	Iteration 18Q: 3 clusters Score -210073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210099.890625 Penalty: 3626.032959
	Iteration 19Q: 3 clusters Score -210099.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210122.984375 Penalty: 3626.032959
	Iteration 20F: 3 clusters Score -210123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210150.531250 Penalty: 3626.032959
	Iteration 21Q: 3 clusters Score -210150.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210174.234375 Penalty: 3626.032959
	Iteration 22Q: 3 clusters Score -210174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210193.156250 Penalty: 3626.032959
	Iteration 23Q: 3 clusters Score -210193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210202.593750 Penalty: 3626.032959
	Iteration 24Q: 3 clusters Score -210202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -210209.859375 Penalty: 3626.032959
	Iteration 25Q: 3 clusters Score -210209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210213.953125 Penalty: 3626.032959
	Iteration 26Q: 3 clusters Score -210214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210220.578125 Penalty: 3626.032959
	Iteration 27Q: 3 clusters Score -210220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -210224.359375 Penalty: 3626.032959
	Iteration 28Q: 3 clusters Score -210224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210225.875000 Penalty: 3626.032959
	Iteration 29Q: 3 clusters Score -210225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -210234.687500 Penalty: 3626.032959
	Iteration 30Q: 3 clusters Score -210234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210245.140625 Penalty: 3626.032959
	Iteration 31Q: 3 clusters Score -210245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -210253.421875 Penalty: 3626.032959
	Iteration 32Q: 3 clusters Score -210253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210263.140625 Penalty: 3626.032959
	Iteration 33Q: 3 clusters Score -210263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210268.937500 Penalty: 3626.032959
	Iteration 34Q: 3 clusters Score -210268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210275.406250 Penalty: 3626.032959
	Iteration 35Q: 3 clusters Score -210275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210278.437500 Penalty: 3626.032959
	Iteration 36Q: 3 clusters Score -210278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210279.265625 Penalty: 3626.032959
	Iteration 37Q: 3 clusters Score -210279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210279.265625 Penalty: 3626.032959
	Iteration 38F: 3 clusters Score -210279.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -106516.828125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -106516.8 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 374 members 
Entering Unmasked Estep 
Score: -104816.242188 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -104816.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105068.804688 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -105068.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105169.453125 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -105169.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105236.625000 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -105236.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -105272.085938 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -105272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105294.000000 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -105294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105294.000000 Penalty: 3286.194580
	Iteration 6F: 3 clusters Score -105294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Entering Unmasked Estep 
Score: -4030994.750000 Penalty: 2528.258057
	Iteration 0F: 2 clusters Score -4030995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4012550.250000 Penalty: 5056.516113
	Iteration 0F: 3 clusters Score -4012550 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -4018989.500000 Penalty: 5056.516113
	Iteration 1F: 3 clusters Score -4018990 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4019394.250000 Penalty: 5056.516113
	Iteration 2F: 3 clusters Score -4019394 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4019789.750000 Penalty: 5056.516113
	Iteration 3Q: 3 clusters Score -4019790 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -4020150.250000 Penalty: 5056.516113
	Iteration 4Q: 3 clusters Score -4020150 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4020516.750000 Penalty: 5056.516113
	Iteration 5Q: 3 clusters Score -4020517 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4021050.250000 Penalty: 5056.516113
	Iteration 6Q: 3 clusters Score -4021050 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4021818.500000 Penalty: 5056.516113
	Iteration 7Q: 3 clusters Score -4021818 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4022866.750000 Penalty: 5056.516113
	Iteration 8F: 3 clusters Score -4022867 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -4024139.250000 Penalty: 5056.516113
	Iteration 9F: 3 clusters Score -4024139 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4025543.500000 Penalty: 5056.516113
	Iteration 10F: 3 clusters Score -4025544 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4026738.750000 Penalty: 5056.516113
	Iteration 11F: 3 clusters Score -4026739 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4027602.750000 Penalty: 5056.516113
	Iteration 12Q: 3 clusters Score -4027603 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4028144.500000 Penalty: 5056.516113
	Iteration 13Q: 3 clusters Score -4028144 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -4028425.500000 Penalty: 5056.516113
	Iteration 14Q: 3 clusters Score -4028426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4028558.750000 Penalty: 5056.516113
	Iteration 15Q: 3 clusters Score -4028559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4028636.750000 Penalty: 5056.516113
	Iteration 16Q: 3 clusters Score -4028637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -4028679.500000 Penalty: 5056.516113
	Iteration 17Q: 3 clusters Score -4028680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4028718.500000 Penalty: 5056.516113
	Iteration 18Q: 3 clusters Score -4028718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -4028741.750000 Penalty: 5056.516113
	Iteration 19Q: 3 clusters Score -4028742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4028751.000000 Penalty: 5056.516113
	Iteration 20F: 3 clusters Score -4028751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4028760.750000 Penalty: 5056.516113
	Iteration 21Q: 3 clusters Score -4028761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4028772.250000 Penalty: 5056.516113
	Iteration 22Q: 3 clusters Score -4028772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4028777.500000 Penalty: 5056.516113
	Iteration 23Q: 3 clusters Score -4028778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4028784.000000 Penalty: 5056.516113
	Iteration 24Q: 3 clusters Score -4028784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4028792.250000 Penalty: 5056.516113
	Iteration 25Q: 3 clusters Score -4028792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4028796.000000 Penalty: 5056.516113
	Iteration 26Q: 3 clusters Score -4028796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4028795.000000 Penalty: 5056.516113
	Iteration 27Q: 3 clusters Score -4028795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4028795.000000 Penalty: 5056.516113
	Iteration 28F: 3 clusters Score -4028795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Entering Unmasked Estep 
Score: -1344188.250000 Penalty: 2266.832764
	Iteration 0F: 2 clusters Score -1344188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1336843.375000 Penalty: 4533.665527
	Iteration 0F: 3 clusters Score -1336843 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1339050.375000 Penalty: 4533.665527
	Iteration 1F: 3 clusters Score -1339050 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1339493.750000 Penalty: 4533.665527
	Iteration 2F: 3 clusters Score -1339494 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1339817.750000 Penalty: 4533.665527
	Iteration 3F: 3 clusters Score -1339818 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1340051.625000 Penalty: 4533.665527
	Iteration 4F: 3 clusters Score -1340052 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1340277.125000 Penalty: 4533.665527
	Iteration 5Q: 3 clusters Score -1340277 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1340469.500000 Penalty: 4533.665527
	Iteration 6Q: 3 clusters Score -1340470 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1340655.125000 Penalty: 4533.665527
	Iteration 7Q: 3 clusters Score -1340655 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1340824.875000 Penalty: 4533.665527
	Iteration 8Q: 3 clusters Score -1340825 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1340987.250000 Penalty: 4533.665527
	Iteration 9Q: 3 clusters Score -1340987 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1341154.625000 Penalty: 4533.665527
	Iteration 10Q: 3 clusters Score -1341155 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1341335.000000 Penalty: 4533.665527
	Iteration 11Q: 3 clusters Score -1341335 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1341486.250000 Penalty: 4533.665527
	Iteration 12Q: 3 clusters Score -1341486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1341636.125000 Penalty: 4533.665527
	Iteration 13Q: 3 clusters Score -1341636 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1341790.375000 Penalty: 4533.665527
	Iteration 14Q: 3 clusters Score -1341790 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1341916.750000 Penalty: 4533.665527
	Iteration 15Q: 3 clusters Score -1341917 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1342003.625000 Penalty: 4533.665527
	Iteration 16Q: 3 clusters Score -1342004 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1342080.875000 Penalty: 4533.665527
	Iteration 17Q: 3 clusters Score -1342081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1342174.500000 Penalty: 4533.665527
	Iteration 18Q: 3 clusters Score -1342174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1342278.500000 Penalty: 4533.665527
	Iteration 19Q: 3 clusters Score -1342278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1342407.125000 Penalty: 4533.665527
	Iteration 20F: 3 clusters Score -1342407 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1342523.000000 Penalty: 4533.665527
	Iteration 21Q: 3 clusters Score -1342523 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1342630.500000 Penalty: 4533.665527
	Iteration 22Q: 3 clusters Score -1342630 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1342719.250000 Penalty: 4533.665527
	Iteration 23Q: 3 clusters Score -1342719 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1342779.750000 Penalty: 4533.665527
	Iteration 24Q: 3 clusters Score -1342780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1342834.000000 Penalty: 4533.665527
	Iteration 25Q: 3 clusters Score -1342834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1342868.375000 Penalty: 4533.665527
	Iteration 26Q: 3 clusters Score -1342868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1342902.750000 Penalty: 4533.665527
	Iteration 27Q: 3 clusters Score -1342903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1342930.625000 Penalty: 4533.665527
	Iteration 28Q: 3 clusters Score -1342931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1342959.250000 Penalty: 4533.665527
	Iteration 29Q: 3 clusters Score -1342959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1342982.875000 Penalty: 4533.665527
	Iteration 30Q: 3 clusters Score -1342983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1343001.750000 Penalty: 4533.665527
	Iteration 31Q: 3 clusters Score -1343002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1343021.250000 Penalty: 4533.665527
	Iteration 32Q: 3 clusters Score -1343021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1343045.875000 Penalty: 4533.665527
	Iteration 33Q: 3 clusters Score -1343046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1343064.625000 Penalty: 4533.665527
	Iteration 34Q: 3 clusters Score -1343065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1343075.500000 Penalty: 4533.665527
	Iteration 35Q: 3 clusters Score -1343076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1343083.250000 Penalty: 4533.665527
	Iteration 36Q: 3 clusters Score -1343083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1343088.125000 Penalty: 4533.665527
	Iteration 37Q: 3 clusters Score -1343088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1343093.250000 Penalty: 4533.665527
	Iteration 38Q: 3 clusters Score -1343093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1343098.625000 Penalty: 4533.665527
	Iteration 39Q: 3 clusters Score -1343099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1343104.875000 Penalty: 4533.665527
	Iteration 40F: 3 clusters Score -1343105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1343109.000000 Penalty: 4533.665527
	Iteration 41Q: 3 clusters Score -1343109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1343110.250000 Penalty: 4533.665527
	Iteration 42Q: 3 clusters Score -1343110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1343117.125000 Penalty: 4533.665527
	Iteration 43Q: 3 clusters Score -1343117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1343117.125000 Penalty: 4533.665527
	Iteration 44Q: 3 clusters Score -1343117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1343119.500000 Penalty: 4533.665527
	Iteration 45Q: 3 clusters Score -1343120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1343121.250000 Penalty: 4533.665527
	Iteration 46Q: 3 clusters Score -1343121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1343124.375000 Penalty: 4533.665527
	Iteration 47Q: 3 clusters Score -1343124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1343125.000000 Penalty: 4533.665527
	Iteration 48Q: 3 clusters Score -1343125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1343126.750000 Penalty: 4533.665527
	Iteration 49Q: 3 clusters Score -1343127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1343128.125000 Penalty: 4533.665527
	Iteration 50Q: 3 clusters Score -1343128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1343130.375000 Penalty: 4533.665527
	Iteration 51Q: 3 clusters Score -1343130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1343130.625000 Penalty: 4533.665527
	Iteration 52Q: 3 clusters Score -1343131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1343133.375000 Penalty: 4533.665527
	Iteration 53Q: 3 clusters Score -1343133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1343132.000000 Penalty: 4533.665527
	Iteration 54Q: 3 clusters Score -1343132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1343138.750000 Penalty: 4533.665527
	Iteration 55Q: 3 clusters Score -1343139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1343139.500000 Penalty: 4533.665527
	Iteration 56Q: 3 clusters Score -1343140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1343139.875000 Penalty: 4533.665527
	Iteration 57Q: 3 clusters Score -1343140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1343141.375000 Penalty: 4533.665527
	Iteration 58Q: 3 clusters Score -1343141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1343145.375000 Penalty: 4533.665527
	Iteration 59Q: 3 clusters Score -1343145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1343146.750000 Penalty: 4533.665527
	Iteration 60F: 3 clusters Score -1343147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1343150.500000 Penalty: 4533.665527
	Iteration 61Q: 3 clusters Score -1343150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1343153.250000 Penalty: 4533.665527
	Iteration 62Q: 3 clusters Score -1343153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1343153.500000 Penalty: 4533.665527
	Iteration 63Q: 3 clusters Score -1343154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1343153.500000 Penalty: 4533.665527
	Iteration 64F: 3 clusters Score -1343154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -324271.687500 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -324271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -321519.500000 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -321519.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -322026.281250 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -322026.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -322137.468750 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -322137.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -322228.781250 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -322228.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -322298.781250 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -322298.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -322336.718750 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -322336.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322363.843750 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -322363.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -322392.062500 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -322392.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -322420.156250 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -322420.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -322445.968750 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -322446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -322463.656250 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -322463.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -322487.531250 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -322487.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322508.093750 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -322508.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322531.281250 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -322531.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -322553.781250 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -322553.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -322571.968750 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -322572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -322589.375000 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -322589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -322603.968750 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -322604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -322629.312500 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -322629.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -322651.406250 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -322651.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -322674.562500 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -322674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -322699.343750 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -322699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -322713.531250 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -322713.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -322728.406250 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -322728.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -322743.687500 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -322743.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -322771.000000 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -322771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -322804.906250 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -322804.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -322825.968750 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -322826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -322850.250000 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -322850.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -322878.156250 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -322878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -322899.843750 Penalty: 3810.739990
	Iteration 30Q: 3 clusters Score -322899.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -322930.562500 Penalty: 3810.739990
	Iteration 31Q: 3 clusters Score -322930.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -322970.875000 Penalty: 3810.739990
	Iteration 32Q: 3 clusters Score -322970.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -323019.156250 Penalty: 3810.739990
	Iteration 33Q: 3 clusters Score -323019.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -323075.406250 Penalty: 3810.739990
	Iteration 34Q: 3 clusters Score -323075.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -323131.531250 Penalty: 3810.739990
	Iteration 35Q: 3 clusters Score -323131.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -323194.343750 Penalty: 3810.739990
	Iteration 36Q: 3 clusters Score -323194.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -323239.718750 Penalty: 3810.739990
	Iteration 37Q: 3 clusters Score -323239.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -323289.500000 Penalty: 3810.739990
	Iteration 38Q: 3 clusters Score -323289.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -323327.531250 Penalty: 3810.739990
	Iteration 39Q: 3 clusters Score -323327.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -323347.812500 Penalty: 3810.739990
	Iteration 40F: 3 clusters Score -323347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323359.375000 Penalty: 3810.739990
	Iteration 41Q: 3 clusters Score -323359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323367.468750 Penalty: 3810.739990
	Iteration 42Q: 3 clusters Score -323367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -323372.531250 Penalty: 3810.739990
	Iteration 43Q: 3 clusters Score -323372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -323373.656250 Penalty: 3810.739990
	Iteration 44Q: 3 clusters Score -323373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323374.281250 Penalty: 3810.739990
	Iteration 45Q: 3 clusters Score -323374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -323374.375000 Penalty: 3810.739990
	Iteration 46Q: 3 clusters Score -323374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -323374.375000 Penalty: 3810.739990
	Iteration 47F: 3 clusters Score -323374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1757195.000000 Penalty: 2322.188232
	Iteration 0F: 2 clusters Score -1757195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1748465.375000 Penalty: 4644.376465
	Iteration 0F: 3 clusters Score -1748465 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1751048.500000 Penalty: 4644.376465
	Iteration 1F: 3 clusters Score -1751048 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1751336.375000 Penalty: 4644.376465
	Iteration 2F: 3 clusters Score -1751336 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1751537.375000 Penalty: 4644.376465
	Iteration 3Q: 3 clusters Score -1751537 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1751708.125000 Penalty: 4644.376465
	Iteration 4Q: 3 clusters Score -1751708 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1751855.625000 Penalty: 4644.376465
	Iteration 5Q: 3 clusters Score -1751856 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1751995.250000 Penalty: 4644.376465
	Iteration 6Q: 3 clusters Score -1751995 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1752112.250000 Penalty: 4644.376465
	Iteration 7Q: 3 clusters Score -1752112 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1752229.250000 Penalty: 4644.376465
	Iteration 8Q: 3 clusters Score -1752229 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1752351.375000 Penalty: 4644.376465
	Iteration 9Q: 3 clusters Score -1752351 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1752492.000000 Penalty: 4644.376465
	Iteration 10Q: 3 clusters Score -1752492 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1752644.750000 Penalty: 4644.376465
	Iteration 11Q: 3 clusters Score -1752645 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1752788.250000 Penalty: 4644.376465
	Iteration 12Q: 3 clusters Score -1752788 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1752916.625000 Penalty: 4644.376465
	Iteration 13Q: 3 clusters Score -1752917 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1753054.875000 Penalty: 4644.376465
	Iteration 14Q: 3 clusters Score -1753055 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1753201.875000 Penalty: 4644.376465
	Iteration 15Q: 3 clusters Score -1753202 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1753358.625000 Penalty: 4644.376465
	Iteration 16Q: 3 clusters Score -1753359 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1753522.875000 Penalty: 4644.376465
	Iteration 17Q: 3 clusters Score -1753523 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1753690.875000 Penalty: 4644.376465
	Iteration 18Q: 3 clusters Score -1753691 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1753841.750000 Penalty: 4644.376465
	Iteration 19Q: 3 clusters Score -1753842 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1753968.250000 Penalty: 4644.376465
	Iteration 20F: 3 clusters Score -1753968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1754057.375000 Penalty: 4644.376465
	Iteration 21Q: 3 clusters Score -1754057 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1754136.625000 Penalty: 4644.376465
	Iteration 22Q: 3 clusters Score -1754137 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1754227.375000 Penalty: 4644.376465
	Iteration 23Q: 3 clusters Score -1754227 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1754310.125000 Penalty: 4644.376465
	Iteration 24Q: 3 clusters Score -1754310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1754389.125000 Penalty: 4644.376465
	Iteration 25Q: 3 clusters Score -1754389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1754457.000000 Penalty: 4644.376465
	Iteration 26Q: 3 clusters Score -1754457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1754503.375000 Penalty: 4644.376465
	Iteration 27Q: 3 clusters Score -1754503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1754552.000000 Penalty: 4644.376465
	Iteration 28Q: 3 clusters Score -1754552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1754596.500000 Penalty: 4644.376465
	Iteration 29Q: 3 clusters Score -1754596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1754615.250000 Penalty: 4644.376465
	Iteration 30Q: 3 clusters Score -1754615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1754645.250000 Penalty: 4644.376465
	Iteration 31Q: 3 clusters Score -1754645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1754670.625000 Penalty: 4644.376465
	Iteration 32Q: 3 clusters Score -1754671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1754702.000000 Penalty: 4644.376465
	Iteration 33Q: 3 clusters Score -1754702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1754744.375000 Penalty: 4644.376465
	Iteration 34Q: 3 clusters Score -1754744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1754787.625000 Penalty: 4644.376465
	Iteration 35Q: 3 clusters Score -1754788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1754827.250000 Penalty: 4644.376465
	Iteration 36Q: 3 clusters Score -1754827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1754859.250000 Penalty: 4644.376465
	Iteration 37Q: 3 clusters Score -1754859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1754888.625000 Penalty: 4644.376465
	Iteration 38Q: 3 clusters Score -1754889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1754903.125000 Penalty: 4644.376465
	Iteration 39Q: 3 clusters Score -1754903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1754918.250000 Penalty: 4644.376465
	Iteration 40F: 3 clusters Score -1754918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1754938.875000 Penalty: 4644.376465
	Iteration 41Q: 3 clusters Score -1754939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1754953.250000 Penalty: 4644.376465
	Iteration 42Q: 3 clusters Score -1754953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1754972.625000 Penalty: 4644.376465
	Iteration 43Q: 3 clusters Score -1754973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1754986.500000 Penalty: 4644.376465
	Iteration 44Q: 3 clusters Score -1754986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1754999.375000 Penalty: 4644.376465
	Iteration 45Q: 3 clusters Score -1754999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1755009.125000 Penalty: 4644.376465
	Iteration 46Q: 3 clusters Score -1755009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1755015.250000 Penalty: 4644.376465
	Iteration 47Q: 3 clusters Score -1755015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1755020.625000 Penalty: 4644.376465
	Iteration 48Q: 3 clusters Score -1755021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1755036.375000 Penalty: 4644.376465
	Iteration 49Q: 3 clusters Score -1755036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1755043.375000 Penalty: 4644.376465
	Iteration 50Q: 3 clusters Score -1755043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1755047.750000 Penalty: 4644.376465
	Iteration 51Q: 3 clusters Score -1755048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1755052.500000 Penalty: 4644.376465
	Iteration 52Q: 3 clusters Score -1755052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1755054.125000 Penalty: 4644.376465
	Iteration 53Q: 3 clusters Score -1755054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1755058.750000 Penalty: 4644.376465
	Iteration 54Q: 3 clusters Score -1755059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1755061.375000 Penalty: 4644.376465
	Iteration 55Q: 3 clusters Score -1755061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1755066.250000 Penalty: 4644.376465
	Iteration 56Q: 3 clusters Score -1755066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1755071.625000 Penalty: 4644.376465
	Iteration 57Q: 3 clusters Score -1755072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1755077.000000 Penalty: 4644.376465
	Iteration 58Q: 3 clusters Score -1755077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1755075.875000 Penalty: 4644.376465
	Iteration 59Q: 3 clusters Score -1755076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1755075.875000 Penalty: 4644.376465
	Iteration 60F: 3 clusters Score -1755076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Entering Unmasked Estep 
Score: -1479024.750000 Penalty: 2277.936279
	Iteration 0F: 2 clusters Score -1479025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1471465.125000 Penalty: 4555.872559
	Iteration 0F: 3 clusters Score -1471465 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1473760.125000 Penalty: 4555.872559
	Iteration 1F: 3 clusters Score -1473760 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1474303.500000 Penalty: 4555.872559
	Iteration 2F: 3 clusters Score -1474304 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1474815.500000 Penalty: 4555.872559
	Iteration 3F: 3 clusters Score -1474816 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1475476.125000 Penalty: 4555.872559
	Iteration 4F: 3 clusters Score -1475476 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1476130.125000 Penalty: 4555.872559
	Iteration 5F: 3 clusters Score -1476130 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1476638.125000 Penalty: 4555.872559
	Iteration 6F: 3 clusters Score -1476638 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1476956.250000 Penalty: 4555.872559
	Iteration 7Q: 3 clusters Score -1476956 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1477169.000000 Penalty: 4555.872559
	Iteration 8Q: 3 clusters Score -1477169 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1477319.500000 Penalty: 4555.872559
	Iteration 9Q: 3 clusters Score -1477320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1477406.625000 Penalty: 4555.872559
	Iteration 10Q: 3 clusters Score -1477407 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1477460.250000 Penalty: 4555.872559
	Iteration 11Q: 3 clusters Score -1477460 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1477494.625000 Penalty: 4555.872559
	Iteration 12Q: 3 clusters Score -1477495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1477524.125000 Penalty: 4555.872559
	Iteration 13Q: 3 clusters Score -1477524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1477546.500000 Penalty: 4555.872559
	Iteration 14Q: 3 clusters Score -1477546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1477564.750000 Penalty: 4555.872559
	Iteration 15Q: 3 clusters Score -1477565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1477581.125000 Penalty: 4555.872559
	Iteration 16Q: 3 clusters Score -1477581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1477590.625000 Penalty: 4555.872559
	Iteration 17Q: 3 clusters Score -1477591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1477597.625000 Penalty: 4555.872559
	Iteration 18Q: 3 clusters Score -1477598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1477610.250000 Penalty: 4555.872559
	Iteration 19Q: 3 clusters Score -1477610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1477612.750000 Penalty: 4555.872559
	Iteration 20F: 3 clusters Score -1477613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1477615.000000 Penalty: 4555.872559
	Iteration 21Q: 3 clusters Score -1477615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1477619.625000 Penalty: 4555.872559
	Iteration 22Q: 3 clusters Score -1477620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1477622.500000 Penalty: 4555.872559
	Iteration 23Q: 3 clusters Score -1477622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1477625.125000 Penalty: 4555.872559
	Iteration 24Q: 3 clusters Score -1477625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1477626.375000 Penalty: 4555.872559
	Iteration 25Q: 3 clusters Score -1477626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1477624.375000 Penalty: 4555.872559
	Iteration 26Q: 3 clusters Score -1477624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1477625.750000 Penalty: 4555.872559
	Iteration 27Q: 3 clusters Score -1477626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1477630.250000 Penalty: 4555.872559
	Iteration 28Q: 3 clusters Score -1477630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1477631.000000 Penalty: 4555.872559
	Iteration 29Q: 3 clusters Score -1477631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1477632.125000 Penalty: 4555.872559
	Iteration 30Q: 3 clusters Score -1477632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1477633.500000 Penalty: 4555.872559
	Iteration 31Q: 3 clusters Score -1477634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1477634.125000 Penalty: 4555.872559
	Iteration 32Q: 3 clusters Score -1477634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1477635.250000 Penalty: 4555.872559
	Iteration 33Q: 3 clusters Score -1477635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1477637.625000 Penalty: 4555.872559
	Iteration 34Q: 3 clusters Score -1477638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1477638.500000 Penalty: 4555.872559
	Iteration 35Q: 3 clusters Score -1477638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1477637.250000 Penalty: 4555.872559
	Iteration 36Q: 3 clusters Score -1477637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1477637.250000 Penalty: 4555.872559
	Iteration 37F: 3 clusters Score -1477637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -32184.546875 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -32184.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31017.347656 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -31017.35 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31614.380859 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -31614.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31838.677734 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -31838.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31881.960938 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -31881.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31912.191406 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -31912.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31930.171875 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -31930.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31979.154297 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -31979.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31997.818359 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -31997.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32006.707031 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -32006.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32007.808594 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -32007.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32007.808594 Penalty: 3007.637451
	Iteration 10F: 3 clusters Score -32007.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Entering Unmasked Estep 
Score: -26354336.000000 Penalty: 2990.505127
	Iteration 0F: 2 clusters Score -2.635434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -26242686.000000 Penalty: 5981.010254
	Iteration 0F: 3 clusters Score -2.624269e+07 nChanged 82740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -26290976.000000 Penalty: 5981.010254
	Iteration 1F: 3 clusters Score -2.629098e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -26291910.000000 Penalty: 5981.010254
	Iteration 2Q: 3 clusters Score -2.629191e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -26292822.000000 Penalty: 5981.010254
	Iteration 3Q: 3 clusters Score -2.629282e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -26294048.000000 Penalty: 5981.010254
	Iteration 4Q: 3 clusters Score -2.629405e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -26296266.000000 Penalty: 5981.010254
	Iteration 5Q: 3 clusters Score -2.629627e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 107282 members 
Entering Unmasked Estep 
Score: -26300104.000000 Penalty: 5981.010254
	Iteration 6Q: 3 clusters Score -2.63001e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -26306378.000000 Penalty: 5981.010254
	Iteration 7F: 3 clusters Score -2.630638e+07 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 130648 members 
Entering Unmasked Estep 
Score: -26316998.000000 Penalty: 5981.010254
	Iteration 8F: 3 clusters Score -2.6317e+07 nChanged 14470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 145084 members 
Entering Unmasked Estep 
Score: -26329744.000000 Penalty: 5981.010254
	Iteration 9F: 3 clusters Score -2.632974e+07 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -26340550.000000 Penalty: 5981.010254
	Iteration 10F: 3 clusters Score -2.634055e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 165235 members 
Entering Unmasked Estep 
Score: -26346680.000000 Penalty: 5981.010254
	Iteration 11Q: 3 clusters Score -2.634668e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -26349432.000000 Penalty: 5981.010254
	Iteration 12Q: 3 clusters Score -2.634943e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -26350640.000000 Penalty: 5981.010254
	Iteration 13Q: 3 clusters Score -2.635064e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -26351242.000000 Penalty: 5981.010254
	Iteration 14Q: 3 clusters Score -2.635124e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -26351450.000000 Penalty: 5981.010254
	Iteration 15Q: 3 clusters Score -2.635145e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 171987 members 
Entering Unmasked Estep 
Score: -26351556.000000 Penalty: 5981.010254
	Iteration 16Q: 3 clusters Score -2.635156e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 172065 members 
Entering Unmasked Estep 
Score: -26351640.000000 Penalty: 5981.010254
	Iteration 17Q: 3 clusters Score -2.635164e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -26351690.000000 Penalty: 5981.010254
	Iteration 18Q: 3 clusters Score -2.635169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 172136 members 
Entering Unmasked Estep 
Score: -26351712.000000 Penalty: 5981.010254
	Iteration 19Q: 3 clusters Score -2.635171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 172151 members 
Entering Unmasked Estep 
Score: -26351726.000000 Penalty: 5981.010254
	Iteration 20F: 3 clusters Score -2.635173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 172160 members 
Entering Unmasked Estep 
Score: -26351730.000000 Penalty: 5981.010254
	Iteration 21Q: 3 clusters Score -2.635173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 172167 members 
Entering Unmasked Estep 
Score: -26351758.000000 Penalty: 5981.010254
	Iteration 22Q: 3 clusters Score -2.635176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -26351774.000000 Penalty: 5981.010254
	Iteration 23Q: 3 clusters Score -2.635177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -26351776.000000 Penalty: 5981.010254
	Iteration 24Q: 3 clusters Score -2.635178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -26351774.000000 Penalty: 5981.010254
	Iteration 25Q: 3 clusters Score -2.635177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -26351764.000000 Penalty: 5981.010254
	Iteration 26Q: 3 clusters Score -2.635176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 172181 members 
Entering Unmasked Estep 
Score: -26351768.000000 Penalty: 5981.010254
	Iteration 27Q: 3 clusters Score -2.635177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 172183 members 
Entering Unmasked Estep 
Score: -26351770.000000 Penalty: 5981.010254
	Iteration 28Q: 3 clusters Score -2.635177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 172184 members 
Entering Unmasked Estep 
Score: -26351768.000000 Penalty: 5981.010254
	Iteration 29Q: 3 clusters Score -2.635177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 172183 members 
Entering Unmasked Estep 
Score: -26351760.000000 Penalty: 5981.010254
	Iteration 30Q: 3 clusters Score -2.635176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 172183 members 
Entering Unmasked Estep 
Score: -26351760.000000 Penalty: 5981.010254
	Iteration 31F: 3 clusters Score -2.635176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -87662.804688 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -87662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86085.265625 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -86085.27 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86361.468750 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -86361.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86515.640625 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -86515.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86664.054688 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -86664.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86743.648438 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -86743.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86937.906250 Penalty: 3213.340576
	Iteration 5F: 3 clusters Score -86937.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87234.625000 Penalty: 3213.340576
	Iteration 6F: 3 clusters Score -87234.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87356.976562 Penalty: 3213.340576
	Iteration 7F: 3 clusters Score -87356.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87409.648438 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -87409.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87439.742188 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -87439.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87453.984375 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -87453.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -87464.195312 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -87464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87472.359375 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -87472.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87472.359375 Penalty: 3213.340576
	Iteration 13F: 3 clusters Score -87472.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -46782.371094 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -46782.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45454.917969 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -45454.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45700.558594 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -45700.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45770.285156 Penalty: 2931.755127
	Iteration 2Q: 3 clusters Score -45770.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45835.597656 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -45835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45913.503906 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -45913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45945.867188 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -45945.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45955.593750 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -45955.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45964.207031 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -45964.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45973.074219 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -45973.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45978.093750 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -45978.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45983.968750 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -45983.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45994.605469 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -45994.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46002.867188 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -46002.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46004.593750 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -46004.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46007.050781 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -46007.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46013.839844 Penalty: 2931.755127
	Iteration 15Q: 3 clusters Score -46013.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46022.757812 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -46022.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46024.390625 Penalty: 2931.755127
	Iteration 17Q: 3 clusters Score -46024.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46024.906250 Penalty: 2931.755127
	Iteration 18F: 3 clusters Score -46024.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46026.523438 Penalty: 2931.755127
	Iteration 19Q: 3 clusters Score -46026.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46026.523438 Penalty: 2931.755127
	Iteration 20F: 3 clusters Score -46026.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -94982.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -94982.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93314.804688 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -93314.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93634.132812 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -93634.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93816.828125 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -93816.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94031.429688 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -94031.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94284.601562 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -94284.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94402.523438 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -94402.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94479.757812 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -94479.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94586.976562 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -94586.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -94642.460938 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -94642.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94699.226562 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -94699.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94736.914062 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -94736.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94758.242188 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -94758.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94781.125000 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -94781.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94798.539062 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -94798.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94809.796875 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -94809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94816.445312 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -94816.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94832.156250 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -94832.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94863.257812 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -94863.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94887.187500 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -94887.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94924.039062 Penalty: 3273.535889
	Iteration 19Q: 3 clusters Score -94924.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94965.093750 Penalty: 3273.535889
	Iteration 20F: 3 clusters Score -94965.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94996.984375 Penalty: 3273.535889
	Iteration 21Q: 3 clusters Score -94996.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95001.406250 Penalty: 3273.535889
	Iteration 22Q: 3 clusters Score -95001.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95003.578125 Penalty: 3273.535889
	Iteration 23Q: 3 clusters Score -95003.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95003.578125 Penalty: 3273.535889
	Iteration 24F: 3 clusters Score -95003.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172558 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74702 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Mstep: Class 45 contains 463 members 
Entering Unmasked Estep 
Score: -70341176.000000 Penalty: 145776.453125
Splitting cluster 23 changes total score from -70342728.000000 to -70341176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -89501.359375 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -89501.36 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 356 members 
Entering Unmasked Estep 
Score: -87864.601562 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -87864.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88139.570312 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -88139.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88266.468750 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -88266.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88343.375000 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -88343.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88448.187500 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -88448.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88577.210938 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -88577.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88714.054688 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -88714.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88801.281250 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -88801.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88875.437500 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -88875.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88953.539062 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -88953.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88998.710938 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -88998.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89079.734375 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -89079.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89154.328125 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -89154.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -89188.859375 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -89188.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89207.054688 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -89207.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89219.289062 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -89219.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89225.335938 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -89225.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89234.250000 Penalty: 3234.958008
	Iteration 17F: 3 clusters Score -89234.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89245.421875 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -89245.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89255.101562 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -89255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89260.945312 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -89260.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89262.054688 Penalty: 3234.958008
	Iteration 21Q: 3 clusters Score -89262.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89262.054688 Penalty: 3234.958008
	Iteration 22F: 3 clusters Score -89262.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30053.828125 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30053.83 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 137 members 
Entering Unmasked Estep 
Score: -28981.218750 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -28981.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29175.251953 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29175.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29284.583984 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -29284.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29316.744141 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29316.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29368.667969 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29368.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29375.750000 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -29375.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29380.650391 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -29380.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29389.130859 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -29389.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29392.072266 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -29392.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29400.763672 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -29400.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29400.763672 Penalty: 2767.546143
	Iteration 10F: 3 clusters Score -29400.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -82092.648438 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -82092.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80542.437500 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -80542.44 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80900.914062 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -80900.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81280.546875 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -81280.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81560.781250 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -81560.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81803.156250 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -81803.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82015.382812 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -82015.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82106.937500 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -82106.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82134.445312 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -82134.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82138.718750 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -82138.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82147.953125 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -82147.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82149.789062 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -82149.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82149.789062 Penalty: 3197.863525
	Iteration 11F: 3 clusters Score -82149.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172558 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74702 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Mstep: Class 45 contains 444 members 
Entering Unmasked Estep 
Score: -70341136.000000 Penalty: 145776.453125
Splitting cluster 26 changes total score from -70342728.000000 to -70341136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -309017.937500 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -309017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -306377.250000 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -306377.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306873.250000 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -306873.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -307034.062500 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -307034.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -307117.062500 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -307117.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -307194.625000 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -307194.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -307267.375000 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -307267.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -307349.218750 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -307349.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -307411.593750 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -307411.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -307445.843750 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -307445.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -307480.875000 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -307480.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -307516.406250 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -307516.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307545.375000 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -307545.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -307564.187500 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -307564.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -307586.218750 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -307586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307610.218750 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -307610.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -307630.812500 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -307630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -307649.875000 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -307649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -307664.156250 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -307664.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -307674.125000 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -307674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -307681.625000 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -307681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -307692.125000 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -307692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -307699.156250 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -307699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -307706.781250 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -307706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -307712.812500 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -307712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -307714.468750 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -307714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -307717.000000 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -307717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -307719.500000 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -307719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -307723.093750 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -307723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -307724.000000 Penalty: 3785.189941
	Iteration 28Q: 3 clusters Score -307724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -307724.593750 Penalty: 3785.189941
	Iteration 29Q: 3 clusters Score -307724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -307724.218750 Penalty: 3785.189941
	Iteration 30Q: 3 clusters Score -307724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -307724.218750 Penalty: 3785.189941
	Iteration 31F: 3 clusters Score -307724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -19464.779297 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -19464.78 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 79 members 
Entering Unmasked Estep 
Score: -18463.238281 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -18463.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18490.390625 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -18490.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18490.390625 Penalty: 2478.617432
	Iteration 2F: 3 clusters Score -18490.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -289817.062500 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -289817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -287255.125000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -287255.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -287771.281250 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -287771.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287896.343750 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -287896.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -287972.343750 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -287972.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288013.937500 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -288013.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -288043.906250 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -288043.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288060.343750 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -288060.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -288070.625000 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -288070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -288078.406250 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -288078.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288087.500000 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -288087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -288094.000000 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -288094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -288097.187500 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -288097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -288097.968750 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -288098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288100.968750 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -288101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288104.937500 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -288104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -288108.031250 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -288108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -288111.062500 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -288111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -288113.718750 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -288113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -288114.781250 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -288114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -288117.625000 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -288117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -288121.406250 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -288121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288122.968750 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -288123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288123.656250 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -288123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -288125.093750 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -288125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288125.843750 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -288125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288125.843750 Penalty: 3769.054443
	Iteration 25F: 3 clusters Score -288125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -155838.734375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -155838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153799.250000 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -153799.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154196.828125 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -154196.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154294.406250 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -154294.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154342.890625 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -154342.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -154383.500000 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -154383.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -154412.296875 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -154412.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -154440.093750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -154440.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154460.171875 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -154460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154476.890625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -154476.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -154499.125000 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -154499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154525.375000 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -154525.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154565.015625 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -154565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -154597.125000 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -154597.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -154620.687500 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -154620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -154642.937500 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -154642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -154651.625000 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -154651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -154658.296875 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -154658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -154671.171875 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -154671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -154686.625000 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -154686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -154694.296875 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -154694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -154700.265625 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -154700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -154737.921875 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -154737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -154758.281250 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -154758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -154779.765625 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -154779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -154787.187500 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -154787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -154789.593750 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -154789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -154791.906250 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -154791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -154793.953125 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -154794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154794.984375 Penalty: 3509.181641
	Iteration 28Q: 3 clusters Score -154795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -154802.203125 Penalty: 3509.181641
	Iteration 29Q: 3 clusters Score -154802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -154805.078125 Penalty: 3509.181641
	Iteration 30Q: 3 clusters Score -154805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -154808.093750 Penalty: 3509.181641
	Iteration 31Q: 3 clusters Score -154808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -154812.828125 Penalty: 3509.181641
	Iteration 32Q: 3 clusters Score -154812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -154815.234375 Penalty: 3509.181641
	Iteration 33Q: 3 clusters Score -154815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -154818.609375 Penalty: 3509.181641
	Iteration 34Q: 3 clusters Score -154818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154821.593750 Penalty: 3509.181641
	Iteration 35Q: 3 clusters Score -154821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -154825.000000 Penalty: 3509.181641
	Iteration 36Q: 3 clusters Score -154825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -154830.187500 Penalty: 3509.181641
	Iteration 37Q: 3 clusters Score -154830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -154836.406250 Penalty: 3509.181641
	Iteration 38Q: 3 clusters Score -154836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -154843.953125 Penalty: 3509.181641
	Iteration 39Q: 3 clusters Score -154844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -154848.468750 Penalty: 3509.181641
	Iteration 40F: 3 clusters Score -154848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -154849.843750 Penalty: 3509.181641
	Iteration 41Q: 3 clusters Score -154849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -154849.843750 Penalty: 3509.181641
	Iteration 42F: 3 clusters Score -154849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Entering Unmasked Estep 
Score: -5402444.500000 Penalty: 2598.178711
	Iteration 0F: 2 clusters Score -5402444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5378270.000000 Penalty: 5196.357422
	Iteration 0F: 3 clusters Score -5378270 nChanged 16100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5387143.500000 Penalty: 5196.357422
	Iteration 1F: 3 clusters Score -5387144 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5387877.500000 Penalty: 5196.357422
	Iteration 2F: 3 clusters Score -5387878 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -5388931.500000 Penalty: 5196.357422
	Iteration 3F: 3 clusters Score -5388932 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5390450.500000 Penalty: 5196.357422
	Iteration 4F: 3 clusters Score -5390450 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5392471.000000 Penalty: 5196.357422
	Iteration 5F: 3 clusters Score -5392471 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5394913.500000 Penalty: 5196.357422
	Iteration 6F: 3 clusters Score -5394914 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5397071.500000 Penalty: 5196.357422
	Iteration 7F: 3 clusters Score -5397072 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5398557.500000 Penalty: 5196.357422
	Iteration 8Q: 3 clusters Score -5398558 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5399379.500000 Penalty: 5196.357422
	Iteration 9Q: 3 clusters Score -5399380 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5399764.000000 Penalty: 5196.357422
	Iteration 10Q: 3 clusters Score -5399764 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5399949.500000 Penalty: 5196.357422
	Iteration 11Q: 3 clusters Score -5399950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5400024.000000 Penalty: 5196.357422
	Iteration 12Q: 3 clusters Score -5400024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5400091.000000 Penalty: 5196.357422
	Iteration 13Q: 3 clusters Score -5400091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5400120.000000 Penalty: 5196.357422
	Iteration 14Q: 3 clusters Score -5400120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5400147.000000 Penalty: 5196.357422
	Iteration 15Q: 3 clusters Score -5400147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5400165.000000 Penalty: 5196.357422
	Iteration 16Q: 3 clusters Score -5400165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5400180.500000 Penalty: 5196.357422
	Iteration 17Q: 3 clusters Score -5400180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5400205.000000 Penalty: 5196.357422
	Iteration 18Q: 3 clusters Score -5400205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5400213.000000 Penalty: 5196.357422
	Iteration 19Q: 3 clusters Score -5400213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5400210.500000 Penalty: 5196.357422
	Iteration 20F: 3 clusters Score -5400210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5400210.000000 Penalty: 5196.357422
	Iteration 21Q: 3 clusters Score -5400210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5400210.000000 Penalty: 5196.357422
	Iteration 22F: 3 clusters Score -5400210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -15716.243164 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -15716.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14872.524414 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -14872.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14962.363281 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -14962.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14986.834961 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -14986.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14986.834961 Penalty: 2488.570801
	Iteration 3F: 3 clusters Score -14986.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (74702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Entering Unmasked Estep 
Score: -11514318.000000 Penalty: 2782.873047
	Iteration 0F: 2 clusters Score -1.151432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -11464541.000000 Penalty: 5565.746094
	Iteration 0F: 3 clusters Score -1.146454e+07 nChanged 35045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -11483842.000000 Penalty: 5565.746094
	Iteration 1F: 3 clusters Score -1.148384e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -11484478.000000 Penalty: 5565.746094
	Iteration 2Q: 3 clusters Score -1.148448e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -11485145.000000 Penalty: 5565.746094
	Iteration 3Q: 3 clusters Score -1.148514e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -11485819.000000 Penalty: 5565.746094
	Iteration 4Q: 3 clusters Score -1.148582e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -11486609.000000 Penalty: 5565.746094
	Iteration 5Q: 3 clusters Score -1.148661e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -11487600.000000 Penalty: 5565.746094
	Iteration 6Q: 3 clusters Score -1.14876e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -11488812.000000 Penalty: 5565.746094
	Iteration 7Q: 3 clusters Score -1.148881e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -11490378.000000 Penalty: 5565.746094
	Iteration 8Q: 3 clusters Score -1.149038e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -11492619.000000 Penalty: 5565.746094
	Iteration 9F: 3 clusters Score -1.149262e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -11495528.000000 Penalty: 5565.746094
	Iteration 10F: 3 clusters Score -1.149553e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -11498304.000000 Penalty: 5565.746094
	Iteration 11F: 3 clusters Score -1.14983e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -11500210.000000 Penalty: 5565.746094
	Iteration 12Q: 3 clusters Score -1.150021e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -11500832.000000 Penalty: 5565.746094
	Iteration 13Q: 3 clusters Score -1.150083e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -11501189.000000 Penalty: 5565.746094
	Iteration 14Q: 3 clusters Score -1.150119e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -11501404.000000 Penalty: 5565.746094
	Iteration 15Q: 3 clusters Score -1.15014e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -11501584.000000 Penalty: 5565.746094
	Iteration 16Q: 3 clusters Score -1.150158e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -11501705.000000 Penalty: 5565.746094
	Iteration 17Q: 3 clusters Score -1.15017e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -11501860.000000 Penalty: 5565.746094
	Iteration 18Q: 3 clusters Score -1.150186e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -11502011.000000 Penalty: 5565.746094
	Iteration 19Q: 3 clusters Score -1.150201e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -11502209.000000 Penalty: 5565.746094
	Iteration 20F: 3 clusters Score -1.150221e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -11502418.000000 Penalty: 5565.746094
	Iteration 21Q: 3 clusters Score -1.150242e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -11502503.000000 Penalty: 5565.746094
	Iteration 22Q: 3 clusters Score -1.15025e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -11502623.000000 Penalty: 5565.746094
	Iteration 23Q: 3 clusters Score -1.150262e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -11502835.000000 Penalty: 5565.746094
	Iteration 24Q: 3 clusters Score -1.150284e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -11502992.000000 Penalty: 5565.746094
	Iteration 25Q: 3 clusters Score -1.150299e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -11503203.000000 Penalty: 5565.746094
	Iteration 26Q: 3 clusters Score -1.15032e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -11503379.000000 Penalty: 5565.746094
	Iteration 27Q: 3 clusters Score -1.150338e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -11503567.000000 Penalty: 5565.746094
	Iteration 28Q: 3 clusters Score -1.150357e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -11503833.000000 Penalty: 5565.746094
	Iteration 29Q: 3 clusters Score -1.150383e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -11504073.000000 Penalty: 5565.746094
	Iteration 30Q: 3 clusters Score -1.150407e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -11504287.000000 Penalty: 5565.746094
	Iteration 31Q: 3 clusters Score -1.150429e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -11504564.000000 Penalty: 5565.746094
	Iteration 32Q: 3 clusters Score -1.150456e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -11504924.000000 Penalty: 5565.746094
	Iteration 33Q: 3 clusters Score -1.150492e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -11505206.000000 Penalty: 5565.746094
	Iteration 34Q: 3 clusters Score -1.150521e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -11505618.000000 Penalty: 5565.746094
	Iteration 35Q: 3 clusters Score -1.150562e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -11506002.000000 Penalty: 5565.746094
	Iteration 36Q: 3 clusters Score -1.1506e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -11506346.000000 Penalty: 5565.746094
	Iteration 37Q: 3 clusters Score -1.150635e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -11506717.000000 Penalty: 5565.746094
	Iteration 38Q: 3 clusters Score -1.150672e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -11507050.000000 Penalty: 5565.746094
	Iteration 39Q: 3 clusters Score -1.150705e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -11507495.000000 Penalty: 5565.746094
	Iteration 40F: 3 clusters Score -1.15075e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -11507911.000000 Penalty: 5565.746094
	Iteration 41Q: 3 clusters Score -1.150791e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -11508354.000000 Penalty: 5565.746094
	Iteration 42Q: 3 clusters Score -1.150835e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -11508791.000000 Penalty: 5565.746094
	Iteration 43Q: 3 clusters Score -1.150879e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -11509217.000000 Penalty: 5565.746094
	Iteration 44Q: 3 clusters Score -1.150922e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -11509570.000000 Penalty: 5565.746094
	Iteration 45Q: 3 clusters Score -1.150957e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -11509863.000000 Penalty: 5565.746094
	Iteration 46Q: 3 clusters Score -1.150986e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -11510098.000000 Penalty: 5565.746094
	Iteration 47Q: 3 clusters Score -1.15101e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -11510306.000000 Penalty: 5565.746094
	Iteration 48Q: 3 clusters Score -1.151031e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -11510425.000000 Penalty: 5565.746094
	Iteration 49Q: 3 clusters Score -1.151042e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -11510566.000000 Penalty: 5565.746094
	Iteration 50Q: 3 clusters Score -1.151057e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -11510717.000000 Penalty: 5565.746094
	Iteration 51Q: 3 clusters Score -1.151072e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -11510850.000000 Penalty: 5565.746094
	Iteration 52Q: 3 clusters Score -1.151085e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -11510946.000000 Penalty: 5565.746094
	Iteration 53Q: 3 clusters Score -1.151095e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -11511037.000000 Penalty: 5565.746094
	Iteration 54Q: 3 clusters Score -1.151104e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -11511118.000000 Penalty: 5565.746094
	Iteration 55Q: 3 clusters Score -1.151112e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -11511198.000000 Penalty: 5565.746094
	Iteration 56Q: 3 clusters Score -1.15112e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -11511259.000000 Penalty: 5565.746094
	Iteration 57Q: 3 clusters Score -1.151126e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -11511371.000000 Penalty: 5565.746094
	Iteration 58Q: 3 clusters Score -1.151137e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11511427.000000 Penalty: 5565.746094
	Iteration 59Q: 3 clusters Score -1.151143e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -11511463.000000 Penalty: 5565.746094
	Iteration 60F: 3 clusters Score -1.151146e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -11511504.000000 Penalty: 5565.746094
	Iteration 61Q: 3 clusters Score -1.15115e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11511595.000000 Penalty: 5565.746094
	Iteration 62Q: 3 clusters Score -1.15116e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -11511631.000000 Penalty: 5565.746094
	Iteration 63Q: 3 clusters Score -1.151163e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11511682.000000 Penalty: 5565.746094
	Iteration 64Q: 3 clusters Score -1.151168e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11511705.000000 Penalty: 5565.746094
	Iteration 65Q: 3 clusters Score -1.15117e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11511764.000000 Penalty: 5565.746094
	Iteration 66Q: 3 clusters Score -1.151176e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -11511805.000000 Penalty: 5565.746094
	Iteration 67Q: 3 clusters Score -1.15118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11511840.000000 Penalty: 5565.746094
	Iteration 68Q: 3 clusters Score -1.151184e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11511861.000000 Penalty: 5565.746094
	Iteration 69Q: 3 clusters Score -1.151186e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11511873.000000 Penalty: 5565.746094
	Iteration 70Q: 3 clusters Score -1.151187e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11511892.000000 Penalty: 5565.746094
	Iteration 71Q: 3 clusters Score -1.151189e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11511922.000000 Penalty: 5565.746094
	Iteration 72Q: 3 clusters Score -1.151192e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11511938.000000 Penalty: 5565.746094
	Iteration 73Q: 3 clusters Score -1.151194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11511950.000000 Penalty: 5565.746094
	Iteration 74Q: 3 clusters Score -1.151195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11511984.000000 Penalty: 5565.746094
	Iteration 75Q: 3 clusters Score -1.151198e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11511994.000000 Penalty: 5565.746094
	Iteration 76Q: 3 clusters Score -1.151199e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11512006.000000 Penalty: 5565.746094
	Iteration 77Q: 3 clusters Score -1.151201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11512010.000000 Penalty: 5565.746094
	Iteration 78Q: 3 clusters Score -1.151201e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11512031.000000 Penalty: 5565.746094
	Iteration 79Q: 3 clusters Score -1.151203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11512057.000000 Penalty: 5565.746094
	Iteration 80F: 3 clusters Score -1.151206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11512064.000000 Penalty: 5565.746094
	Iteration 81Q: 3 clusters Score -1.151206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11512065.000000 Penalty: 5565.746094
	Iteration 82Q: 3 clusters Score -1.151206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11512069.000000 Penalty: 5565.746094
	Iteration 83Q: 3 clusters Score -1.151207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11512072.000000 Penalty: 5565.746094
	Iteration 84Q: 3 clusters Score -1.151207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11512083.000000 Penalty: 5565.746094
	Iteration 85Q: 3 clusters Score -1.151208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11512073.000000 Penalty: 5565.746094
	Iteration 86Q: 3 clusters Score -1.151207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11512082.000000 Penalty: 5565.746094
	Iteration 87Q: 3 clusters Score -1.151208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11512081.000000 Penalty: 5565.746094
	Iteration 88Q: 3 clusters Score -1.151208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11512095.000000 Penalty: 5565.746094
	Iteration 89Q: 3 clusters Score -1.15121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11512092.000000 Penalty: 5565.746094
	Iteration 90Q: 3 clusters Score -1.151209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11512099.000000 Penalty: 5565.746094
	Iteration 91Q: 3 clusters Score -1.15121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11512103.000000 Penalty: 5565.746094
	Iteration 92Q: 3 clusters Score -1.15121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11512093.000000 Penalty: 5565.746094
	Iteration 93Q: 3 clusters Score -1.151209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11512101.000000 Penalty: 5565.746094
	Iteration 94Q: 3 clusters Score -1.15121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11512099.000000 Penalty: 5565.746094
	Iteration 95Q: 3 clusters Score -1.15121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11512099.000000 Penalty: 5565.746094
	Iteration 96Q: 3 clusters Score -1.15121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11512103.000000 Penalty: 5565.746094
	Iteration 97Q: 3 clusters Score -1.15121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11512104.000000 Penalty: 5565.746094
	Iteration 98Q: 3 clusters Score -1.15121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11512100.000000 Penalty: 5565.746094
	Iteration 99Q: 3 clusters Score -1.15121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11512104.000000 Penalty: 5565.746094
	Iteration 100F: 3 clusters Score -1.15121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11512110.000000 Penalty: 5565.746094
	Iteration 101Q: 3 clusters Score -1.151211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11512110.000000 Penalty: 5565.746094
	Iteration 102F: 3 clusters Score -1.151211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -51316.582031 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -51316.58 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 187 members 
Entering Unmasked Estep 
Score: -50110.582031 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -50110.58 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50409.347656 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -50409.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50518.906250 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -50518.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -50636.843750 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -50636.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -50746.925781 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -50746.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -50764.308594 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -50764.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -50771.351562 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -50771.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -50794.644531 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -50794.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -50800.980469 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -50800.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -50809.238281 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -50809.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -50809.238281 Penalty: 2952.808594
	Iteration 10F: 3 clusters Score -50809.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -29638.695312 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -29638.7 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: -28685.792969 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -28685.79 nChanged 47
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: -29082.158203 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -29082.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29236.664062 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -29236.66 nChanged 8
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: -29364.533203 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -29364.53 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: -29474.626953 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -29474.63 nChanged 8
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: -29556.271484 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -29556.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29612.462891 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -29612.46 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: -29628.583984 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -29628.58 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: -29637.529297 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -29637.53 nChanged 0
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: -29637.529297 Penalty: 2778.651123
	Iteration 9F: 3 clusters Score -29637.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -336709.906250 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -336709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -333916.843750 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -333916.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -334520.593750 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -334520.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -334719.562500 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -334719.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -334845.343750 Penalty: 3842.379395
	Iteration 3F: 3 clusters Score -334845.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -334959.000000 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -334959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -335107.812500 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -335107.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -335326.062500 Penalty: 3842.379395
	Iteration 6F: 3 clusters Score -335326.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -335563.093750 Penalty: 3842.379395
	Iteration 7F: 3 clusters Score -335563.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -335712.593750 Penalty: 3842.379395
	Iteration 8F: 3 clusters Score -335712.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -335805.437500 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -335805.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -335860.312500 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -335860.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -335893.625000 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -335893.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -335923.156250 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -335923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -335934.625000 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -335934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -335942.375000 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -335942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335950.375000 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -335950.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -335957.093750 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -335957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -335961.437500 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -335961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -335964.437500 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -335964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -335965.937500 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -335965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -335967.406250 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -335967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -343381.000000 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -343381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -340539.250000 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -340539.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -341082.812500 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -341082.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -341260.625000 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -341260.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -341359.843750 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -341359.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341414.000000 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -341414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -341445.468750 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -341445.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -341477.093750 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -341477.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -341502.406250 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -341502.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -341529.875000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -341529.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -341546.125000 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -341546.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -341562.531250 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -341562.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -341573.437500 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -341573.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -341586.968750 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -341587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -341605.718750 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -341605.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -341619.343750 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -341619.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -341631.843750 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -341631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -341638.218750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -341638.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -341645.750000 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -341645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -341651.125000 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -341651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -341657.562500 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -341657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -341664.718750 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -341664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -341668.375000 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -341668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -341672.312500 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -341672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -341674.156250 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -341674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -341676.281250 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -341676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -341676.531250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -341676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341677.968750 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -341678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341679.562500 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -341679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -341680.781250 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -341680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -341683.968750 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -341684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -341687.250000 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -341687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -341688.218750 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -341688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -341688.937500 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -341688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -341688.937500 Penalty: 3836.558105
	Iteration 33F: 3 clusters Score -341688.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -105026.460938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -105026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103260.226562 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -103260.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103920.851562 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -103920.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -104267.734375 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -104267.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104554.617188 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -104554.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104682.906250 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -104682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104733.656250 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -104733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104753.671875 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -104753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104779.593750 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -104779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104812.984375 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -104813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104838.054688 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -104838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104845.718750 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -104845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104849.781250 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -104849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104854.015625 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -104854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104857.992188 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -104858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104859.500000 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -104859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104859.500000 Penalty: 3367.330078
	Iteration 15F: 3 clusters Score -104859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -38393.070312 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -38393.07 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 146 members 
Entering Unmasked Estep 
Score: -37122.773438 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -37122.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37237.730469 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -37237.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37253.222656 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -37253.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37253.222656 Penalty: 2789.512695
	Iteration 3F: 3 clusters Score -37253.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -31901.746094 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -31901.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30829.792969 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -30829.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31086.126953 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -31086.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31220.710938 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -31220.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31314.910156 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -31314.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31345.103516 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -31345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31352.667969 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -31352.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31378.294922 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -31378.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31391.214844 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -31391.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31406.716797 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -31406.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31417.623047 Penalty: 2810.547607
	Iteration 9Q: 3 clusters Score -31417.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31417.623047 Penalty: 2810.547607
	Iteration 10F: 3 clusters Score -31417.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -275421.500000 Penalty: 1877.342041
	Iteration 0F: 2 clusters Score -275421.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -272900.187500 Penalty: 3754.684082
	Iteration 0F: 3 clusters Score -272900.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -273568.000000 Penalty: 3754.684082
	Iteration 1F: 3 clusters Score -273568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -273870.000000 Penalty: 3754.684082
	Iteration 2F: 3 clusters Score -273870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -274215.093750 Penalty: 3754.684082
	Iteration 3F: 3 clusters Score -274215.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -274686.812500 Penalty: 3754.684082
	Iteration 4F: 3 clusters Score -274686.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -275263.593750 Penalty: 3754.684082
	Iteration 5F: 3 clusters Score -275263.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -275552.125000 Penalty: 3754.684082
	Iteration 6F: 3 clusters Score -275552.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -275667.812500 Penalty: 3754.684082
	Iteration 7Q: 3 clusters Score -275667.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -275724.250000 Penalty: 3754.684082
	Iteration 8Q: 3 clusters Score -275724.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -275745.031250 Penalty: 3754.684082
	Iteration 9Q: 3 clusters Score -275745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -275750.187500 Penalty: 3754.684082
	Iteration 10Q: 3 clusters Score -275750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -275752.718750 Penalty: 3754.684082
	Iteration 11Q: 3 clusters Score -275752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275754.093750 Penalty: 3754.684082
	Iteration 12Q: 3 clusters Score -275754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -275754.125000 Penalty: 3754.684082
	Iteration 13Q: 3 clusters Score -275754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275755.062500 Penalty: 3754.684082
	Iteration 14Q: 3 clusters Score -275755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275755.062500 Penalty: 3754.684082
	Iteration 15F: 3 clusters Score -275755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 19970 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 172558 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 631 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 35473 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 74702 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2314 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 289 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 43961 members 
Mstep: Class 43 contains 183 members 
Mstep: Class 44 contains 12490 members 
Mstep: Class 45 contains 847 members 
Entering Unmasked Estep 
Score: -70341608.000000 Penalty: 145776.453125
Splitting cluster 41 changes total score from -70342728.000000 to -70341608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (43961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Entering Unmasked Estep 
Score: -6741637.000000 Penalty: 2651.382324
	Iteration 0F: 2 clusters Score -6741637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -6711985.500000 Penalty: 5302.764648
	Iteration 0F: 3 clusters Score -6711986 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -6722830.000000 Penalty: 5302.764648
	Iteration 1F: 3 clusters Score -6722830 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6723313.500000 Penalty: 5302.764648
	Iteration 2Q: 3 clusters Score -6723314 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -6723786.500000 Penalty: 5302.764648
	Iteration 3Q: 3 clusters Score -6723786 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6724336.000000 Penalty: 5302.764648
	Iteration 4Q: 3 clusters Score -6724336 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -6725116.500000 Penalty: 5302.764648
	Iteration 5Q: 3 clusters Score -6725116 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -6726360.500000 Penalty: 5302.764648
	Iteration 6F: 3 clusters Score -6726360 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -6728263.000000 Penalty: 5302.764648
	Iteration 7F: 3 clusters Score -6728263 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -6730975.500000 Penalty: 5302.764648
	Iteration 8F: 3 clusters Score -6730976 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -6733995.000000 Penalty: 5302.764648
	Iteration 9F: 3 clusters Score -6733995 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -6736506.000000 Penalty: 5302.764648
	Iteration 10F: 3 clusters Score -6736506 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -6737978.500000 Penalty: 5302.764648
	Iteration 11Q: 3 clusters Score -6737978 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -6738678.500000 Penalty: 5302.764648
	Iteration 12Q: 3 clusters Score -6738678 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6738986.000000 Penalty: 5302.764648
	Iteration 13Q: 3 clusters Score -6738986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -6739155.000000 Penalty: 5302.764648
	Iteration 14Q: 3 clusters Score -6739155 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6739242.500000 Penalty: 5302.764648
	Iteration 15Q: 3 clusters Score -6739242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6739297.500000 Penalty: 5302.764648
	Iteration 16Q: 3 clusters Score -6739298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -6739330.500000 Penalty: 5302.764648
	Iteration 17Q: 3 clusters Score -6739330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -6739358.000000 Penalty: 5302.764648
	Iteration 18Q: 3 clusters Score -6739358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6739361.500000 Penalty: 5302.764648
	Iteration 19Q: 3 clusters Score -6739362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6739370.500000 Penalty: 5302.764648
	Iteration 20F: 3 clusters Score -6739370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -6739371.500000 Penalty: 5302.764648
	Iteration 21Q: 3 clusters Score -6739372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -6739374.000000 Penalty: 5302.764648
	Iteration 22Q: 3 clusters Score -6739374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -6739378.000000 Penalty: 5302.764648
	Iteration 23Q: 3 clusters Score -6739378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -6739387.500000 Penalty: 5302.764648
	Iteration 24Q: 3 clusters Score -6739388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -6739386.500000 Penalty: 5302.764648
	Iteration 25Q: 3 clusters Score -6739386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -6739386.500000 Penalty: 5302.764648
	Iteration 26F: 3 clusters Score -6739386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -21764.121094 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -21764.12 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 70 members 
Entering Unmasked Estep 
Score: -20746.673828 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -20746.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20825.769531 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -20825.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20829.707031 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -20829.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20829.707031 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -20829.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Entering Unmasked Estep 
Score: -1932713.375000 Penalty: 2339.305664
	Iteration 0F: 2 clusters Score -1932713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1923425.500000 Penalty: 4678.611328
	Iteration 0F: 3 clusters Score -1923426 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1926211.875000 Penalty: 4678.611328
	Iteration 1F: 3 clusters Score -1926212 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1926493.000000 Penalty: 4678.611328
	Iteration 2F: 3 clusters Score -1926493 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1926681.250000 Penalty: 4678.611328
	Iteration 3Q: 3 clusters Score -1926681 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1926820.000000 Penalty: 4678.611328
	Iteration 4Q: 3 clusters Score -1926820 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1926929.750000 Penalty: 4678.611328
	Iteration 5Q: 3 clusters Score -1926930 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1927024.875000 Penalty: 4678.611328
	Iteration 6Q: 3 clusters Score -1927025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1927119.500000 Penalty: 4678.611328
	Iteration 7Q: 3 clusters Score -1927120 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1927218.250000 Penalty: 4678.611328
	Iteration 8Q: 3 clusters Score -1927218 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1927337.000000 Penalty: 4678.611328
	Iteration 9Q: 3 clusters Score -1927337 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1927499.375000 Penalty: 4678.611328
	Iteration 10Q: 3 clusters Score -1927499 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1927741.750000 Penalty: 4678.611328
	Iteration 11Q: 3 clusters Score -1927742 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1928149.125000 Penalty: 4678.611328
	Iteration 12Q: 3 clusters Score -1928149 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1928640.375000 Penalty: 4678.611328
	Iteration 13F: 3 clusters Score -1928640 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1929139.875000 Penalty: 4678.611328
	Iteration 14F: 3 clusters Score -1929140 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1929596.625000 Penalty: 4678.611328
	Iteration 15Q: 3 clusters Score -1929597 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1929971.125000 Penalty: 4678.611328
	Iteration 16Q: 3 clusters Score -1929971 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1930237.875000 Penalty: 4678.611328
	Iteration 17Q: 3 clusters Score -1930238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1930420.375000 Penalty: 4678.611328
	Iteration 18Q: 3 clusters Score -1930420 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1930547.125000 Penalty: 4678.611328
	Iteration 19Q: 3 clusters Score -1930547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1930626.250000 Penalty: 4678.611328
	Iteration 20F: 3 clusters Score -1930626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1930686.375000 Penalty: 4678.611328
	Iteration 21Q: 3 clusters Score -1930686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1930733.250000 Penalty: 4678.611328
	Iteration 22Q: 3 clusters Score -1930733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1930771.875000 Penalty: 4678.611328
	Iteration 23Q: 3 clusters Score -1930772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1930780.875000 Penalty: 4678.611328
	Iteration 24Q: 3 clusters Score -1930781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1930784.375000 Penalty: 4678.611328
	Iteration 25Q: 3 clusters Score -1930784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1930794.125000 Penalty: 4678.611328
	Iteration 26Q: 3 clusters Score -1930794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1930798.000000 Penalty: 4678.611328
	Iteration 27Q: 3 clusters Score -1930798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1930802.625000 Penalty: 4678.611328
	Iteration 28Q: 3 clusters Score -1930803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1930810.500000 Penalty: 4678.611328
	Iteration 29Q: 3 clusters Score -1930810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1930814.500000 Penalty: 4678.611328
	Iteration 30Q: 3 clusters Score -1930814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1930818.875000 Penalty: 4678.611328
	Iteration 31Q: 3 clusters Score -1930819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1930819.375000 Penalty: 4678.611328
	Iteration 32Q: 3 clusters Score -1930819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1930820.125000 Penalty: 4678.611328
	Iteration 33Q: 3 clusters Score -1930820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1930822.750000 Penalty: 4678.611328
	Iteration 34Q: 3 clusters Score -1930823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1930828.375000 Penalty: 4678.611328
	Iteration 35Q: 3 clusters Score -1930828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1930830.000000 Penalty: 4678.611328
	Iteration 36Q: 3 clusters Score -1930830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1930832.125000 Penalty: 4678.611328
	Iteration 37Q: 3 clusters Score -1930832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1930833.250000 Penalty: 4678.611328
	Iteration 38Q: 3 clusters Score -1930833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1930835.625000 Penalty: 4678.611328
	Iteration 39Q: 3 clusters Score -1930836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1930834.375000 Penalty: 4678.611328
	Iteration 40F: 3 clusters Score -1930834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1930839.625000 Penalty: 4678.611328
	Iteration 41Q: 3 clusters Score -1930840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1930839.625000 Penalty: 4678.611328
	Iteration 42Q: 3 clusters Score -1930840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1930839.625000 Penalty: 4678.611328
	Iteration 43F: 3 clusters Score -1930840 nChanged 0
--- Evaluating fit on full set of 1412708 points ---
Entering Unmasked Estep 
Score: -211105280.000000 Penalty: 154525.046875
22->45 Clusters: Score -211105280.000000, best is -211208784.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 470902 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 21675 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 21379 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 21380 members 
Mstep: Class 9 contains 21350 members 
Mstep: Class 10 contains 21381 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 21418 members 
Mstep: Class 14 contains 21275 members 
Mstep: Class 15 contains 21353 members 
Mstep: Class 16 contains 21190 members 
Mstep: Class 17 contains 21456 members 
Mstep: Class 18 contains 21337 members 
Mstep: Class 19 contains 21421 members 
Mstep: Class 20 contains 21413 members 
Mstep: Class 21 contains 21422 members 
Mstep: Class 22 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 759.191162 but Gain 3239.476562
Score: -64080824.000000 Penalty: 68029.007812
Iteration 0F: 22 clusters Score -6.408082e+07 nChanged 449699
Entering Unmasked Mstep 
Mstep: Class 0 contains 4029 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 3 contains 1580 members 
Mstep: Class 4 contains 5980 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 14169 members 
Mstep: Class 12 contains 16438 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 257203 members 
Mstep: Class 15 contains 13421 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 91952 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69035168.000000 Penalty: 68029.007812
Iteration 1F: 22 clusters Score -6.903517e+07 nChanged 131222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2840 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 291446 members 
Mstep: Class 15 contains 16932 members 
Mstep: Class 16 contains 15136 members 
Mstep: Class 17 contains 1030 members 
Mstep: Class 18 contains 88236 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69469576.000000 Penalty: 68029.007812
Iteration 2F: 22 clusters Score -6.946958e+07 nChanged 86569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1645 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 2219 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 1164 members 
Mstep: Class 11 contains 19247 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 275541 members 
Mstep: Class 15 contains 29913 members 
Mstep: Class 16 contains 25460 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 77959 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69821672.000000 Penalty: 68029.007812
Iteration 3F: 22 clusters Score -6.982167e+07 nChanged 64948
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 6306 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 27291 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 259976 members 
Mstep: Class 15 contains 40103 members 
Mstep: Class 16 contains 35439 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 63509 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69991848.000000 Penalty: 68029.007812
Iteration 4F: 22 clusters Score -6.999185e+07 nChanged 42046
Entering Unmasked Mstep 
Mstep: Class 0 contains 716 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 8518 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 845 members 
Mstep: Class 7 contains 7092 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 32430 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 246749 members 
Mstep: Class 15 contains 45863 members 
Mstep: Class 16 contains 42164 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 55494 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067288.000000 Penalty: 68029.007812
Iteration 5F: 22 clusters Score -7.006729e+07 nChanged 27800
Entering Unmasked Mstep 
Mstep: Class 0 contains 636 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 10220 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 34476 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 235242 members 
Mstep: Class 15 contains 48686 members 
Mstep: Class 16 contains 46366 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 54986 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70104952.000000 Penalty: 68029.007812
Iteration 6F: 22 clusters Score -7.010495e+07 nChanged 21939
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 9795 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 1511 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 34214 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 224645 members 
Mstep: Class 15 contains 50029 members 
Mstep: Class 16 contains 49030 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 18 contains 59936 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 22 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70131032.000000 Penalty: 68029.007812
Iteration 7Q: 22 clusters Score -7.013103e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 12610 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 1495 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 32868 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 214807 members 
Mstep: Class 15 contains 50623 members 
Mstep: Class 16 contains 50878 members 
Mstep: Class 17 contains 1111 members 
Mstep: Class 18 contains 67457 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70151832.000000 Penalty: 68029.007812
Iteration 8Q: 22 clusters Score -7.015183e+07 nChanged 17023
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1698 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 11291 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 1511 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 31059 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 205494 members 
Mstep: Class 15 contains 50763 members 
Mstep: Class 16 contains 52159 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 18 contains 76375 members 
Mstep: Class 20 contains 4769 members 
Mstep: Class 21 contains 1229 members 
Mstep: Class 22 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70165320.000000 Penalty: 68029.007812
Iteration 9Q: 22 clusters Score -7.016532e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 13447 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 11771 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 924 members 
Mstep: Class 11 contains 29282 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 196660 members 
Mstep: Class 15 contains 50684 members 
Mstep: Class 16 contains 53146 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 85565 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70177048.000000 Penalty: 68029.007812
Iteration 10Q: 22 clusters Score -7.017705e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1689 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 13638 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 12071 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 1513 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 27694 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 188420 members 
Mstep: Class 15 contains 50464 members 
Mstep: Class 16 contains 53923 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 94564 members 
Mstep: Class 20 contains 4746 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70188960.000000 Penalty: 68029.007812
Iteration 11Q: 22 clusters Score -7.018896e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 13745 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 12298 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 26507 members 
Mstep: Class 12 contains 4949 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 180838 members 
Mstep: Class 15 contains 50268 members 
Mstep: Class 16 contains 54496 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 102831 members 
Mstep: Class 20 contains 4681 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70197672.000000 Penalty: 68029.007812
Iteration 12Q: 22 clusters Score -7.019767e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1728 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 1512 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 25680 members 
Mstep: Class 12 contains 4901 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 173744 members 
Mstep: Class 15 contains 50083 members 
Mstep: Class 16 contains 54954 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 110375 members 
Mstep: Class 20 contains 4637 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70204696.000000 Penalty: 68029.007812
Iteration 13Q: 22 clusters Score -7.02047e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1736 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 13897 members 
Mstep: Class 5 contains 910 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 12585 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 25177 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 167246 members 
Mstep: Class 15 contains 49919 members 
Mstep: Class 16 contains 55301 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 117077 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210840.000000 Penalty: 68029.007812
Iteration 14Q: 22 clusters Score -7.021084e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 1213 members 
Mstep: Class 4 contains 13959 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 24872 members 
Mstep: Class 12 contains 4758 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 161452 members 
Mstep: Class 15 contains 49817 members 
Mstep: Class 16 contains 55452 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 122979 members 
Mstep: Class 20 contains 4546 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215536.000000 Penalty: 68029.007812
Iteration 15Q: 22 clusters Score -7.021554e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 14024 members 
Mstep: Class 5 contains 906 members 
Mstep: Class 6 contains 742 members 
Mstep: Class 7 contains 12731 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 900 members 
Mstep: Class 11 contains 24700 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 156537 members 
Mstep: Class 15 contains 49776 members 
Mstep: Class 16 contains 55507 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 127964 members 
Mstep: Class 20 contains 4515 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70218680.000000 Penalty: 68029.007812
Iteration 16Q: 22 clusters Score -7.021868e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1744 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 906 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 12765 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 24586 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 152203 members 
Mstep: Class 15 contains 49758 members 
Mstep: Class 16 contains 55495 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 132339 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70221160.000000 Penalty: 68029.007812
Iteration 17Q: 22 clusters Score -7.022116e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1749 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 24548 members 
Mstep: Class 12 contains 4557 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 148392 members 
Mstep: Class 15 contains 49758 members 
Mstep: Class 16 contains 55442 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 136187 members 
Mstep: Class 20 contains 4504 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70222672.000000 Penalty: 68029.007812
Iteration 18Q: 22 clusters Score -7.022267e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 12854 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 2173 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 24562 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 145220 members 
Mstep: Class 15 contains 49733 members 
Mstep: Class 16 contains 55344 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 139420 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70223760.000000 Penalty: 68029.007812
Iteration 19Q: 22 clusters Score -7.022376e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 14284 members 
Mstep: Class 5 contains 904 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 12882 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 24586 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 142367 members 
Mstep: Class 15 contains 49732 members 
Mstep: Class 16 contains 55221 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 142313 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70225912.000000 Penalty: 68029.007812
Iteration 20F: 22 clusters Score -7.022591e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 14358 members 
Mstep: Class 5 contains 866 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 24561 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 139547 members 
Mstep: Class 15 contains 49747 members 
Mstep: Class 16 contains 55063 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 145231 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 1054 members 
Mstep: Class 22 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70228712.000000 Penalty: 68029.007812
Iteration 21Q: 22 clusters Score -7.022871e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1786 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 835 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 12881 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 24572 members 
Mstep: Class 12 contains 4410 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 136914 members 
Mstep: Class 15 contains 49768 members 
Mstep: Class 16 contains 54910 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 147996 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230584.000000 Penalty: 68029.007812
Iteration 22Q: 22 clusters Score -7.023058e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 14420 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 7 contains 12914 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 24630 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 134418 members 
Mstep: Class 15 contains 49773 members 
Mstep: Class 16 contains 54758 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 150555 members 
Mstep: Class 20 contains 4246 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70231344.000000 Penalty: 68029.007812
Iteration 23Q: 22 clusters Score -7.023134e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1805 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 12934 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 24704 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 132019 members 
Mstep: Class 15 contains 49787 members 
Mstep: Class 16 contains 54630 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 152983 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70231720.000000 Penalty: 68029.007812
Iteration 24Q: 22 clusters Score -7.023172e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 12930 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 24813 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 129592 members 
Mstep: Class 15 contains 49825 members 
Mstep: Class 16 contains 54504 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 155407 members 
Mstep: Class 20 contains 4093 members 
Mstep: Class 21 contains 1602 members 
Mstep: Class 22 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232112.000000 Penalty: 68029.007812
Iteration 25Q: 22 clusters Score -7.023211e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 14502 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 12898 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 24952 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 127159 members 
Mstep: Class 15 contains 49868 members 
Mstep: Class 16 contains 54364 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 157843 members 
Mstep: Class 20 contains 4054 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232336.000000 Penalty: 68029.007812
Iteration 26Q: 22 clusters Score -7.023234e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 14527 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 12849 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 25111 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 124802 members 
Mstep: Class 15 contains 49960 members 
Mstep: Class 16 contains 54243 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 160130 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232808.000000 Penalty: 68029.007812
Iteration 27Q: 22 clusters Score -7.023281e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 14571 members 
Mstep: Class 5 contains 748 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 876 members 
Mstep: Class 11 contains 25288 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 122549 members 
Mstep: Class 15 contains 50047 members 
Mstep: Class 16 contains 54101 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 162295 members 
Mstep: Class 20 contains 4003 members 
Mstep: Class 21 contains 1739 members 
Mstep: Class 22 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232968.000000 Penalty: 68029.007812
Iteration 28Q: 22 clusters Score -7.023297e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 614 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1785 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 14602 members 
Mstep: Class 5 contains 740 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 12690 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 876 members 
Mstep: Class 11 contains 25468 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 120475 members 
Mstep: Class 15 contains 50150 members 
Mstep: Class 16 contains 53979 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 164305 members 
Mstep: Class 20 contains 3984 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70233024.000000 Penalty: 68029.007812
Iteration 29Q: 22 clusters Score -7.023302e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 14618 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 12561 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 25638 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 118524 members 
Mstep: Class 15 contains 50214 members 
Mstep: Class 16 contains 53869 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 166247 members 
Mstep: Class 20 contains 3975 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232912.000000 Penalty: 68029.007812
Iteration 30Q: 22 clusters Score -7.023291e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 732 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 25832 members 
Mstep: Class 12 contains 4013 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 116803 members 
Mstep: Class 15 contains 50265 members 
Mstep: Class 16 contains 53736 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 167999 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 22 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70233024.000000 Penalty: 68029.007812
Iteration 31Q: 22 clusters Score -7.023302e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1776 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 14644 members 
Mstep: Class 5 contains 727 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 12310 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 26029 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 115118 members 
Mstep: Class 15 contains 50329 members 
Mstep: Class 16 contains 53611 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 169685 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232632.000000 Penalty: 68029.007812
Iteration 32Q: 22 clusters Score -7.023263e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1775 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 14636 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 12188 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 26243 members 
Mstep: Class 12 contains 3895 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 113605 members 
Mstep: Class 15 contains 50380 members 
Mstep: Class 16 contains 53525 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 171188 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232680.000000 Penalty: 68029.007812
Iteration 33Q: 22 clusters Score -7.023268e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 14642 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 12050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 3841 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 112256 members 
Mstep: Class 15 contains 50421 members 
Mstep: Class 16 contains 53419 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 172555 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232480.000000 Penalty: 68029.007812
Iteration 34Q: 22 clusters Score -7.023248e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 14642 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 11929 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 26633 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 110911 members 
Mstep: Class 15 contains 50452 members 
Mstep: Class 16 contains 53316 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 173903 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232368.000000 Penalty: 68029.007812
Iteration 35Q: 22 clusters Score -7.023237e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1763 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 14636 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 11834 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 26809 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 109694 members 
Mstep: Class 15 contains 50469 members 
Mstep: Class 16 contains 53217 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 175121 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232192.000000 Penalty: 68029.007812
Iteration 36Q: 22 clusters Score -7.023219e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 14626 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11751 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 26981 members 
Mstep: Class 12 contains 3641 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 108657 members 
Mstep: Class 15 contains 50486 members 
Mstep: Class 16 contains 53136 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 176177 members 
Mstep: Class 20 contains 3887 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232056.000000 Penalty: 68029.007812
Iteration 37Q: 22 clusters Score -7.023206e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1763 members 
Mstep: Class 3 contains 966 members 
Mstep: Class 4 contains 14628 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 11698 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 27137 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 107777 members 
Mstep: Class 15 contains 50497 members 
Mstep: Class 16 contains 53061 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 177047 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232160.000000 Penalty: 68029.007812
Iteration 38Q: 22 clusters Score -7.023216e+07 nChanged 1794
Entering ConstructFrom: 
Score: -70232160.000000 Penalty: 68029.007812
Entering ConstructFrom: 
Trying to split cluster 1 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -266012.531250 Penalty: 1869.150513
	Iteration 0F: 2 clusters Score -266012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -263473.125000 Penalty: 3738.301025
	Iteration 0F: 3 clusters Score -263473.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -263943.000000 Penalty: 3738.301025
	Iteration 1F: 3 clusters Score -263943 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264104.687500 Penalty: 3738.301025
	Iteration 2F: 3 clusters Score -264104.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -264265.500000 Penalty: 3738.301025
	Iteration 3F: 3 clusters Score -264265.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -264417.187500 Penalty: 3738.301025
	Iteration 4Q: 3 clusters Score -264417.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -264652.562500 Penalty: 3738.301025
	Iteration 5F: 3 clusters Score -264652.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -264875.718750 Penalty: 3738.301025
	Iteration 6F: 3 clusters Score -264875.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -265069.375000 Penalty: 3738.301025
	Iteration 7F: 3 clusters Score -265069.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -265184.062500 Penalty: 3738.301025
	Iteration 8Q: 3 clusters Score -265184.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -265258.875000 Penalty: 3738.301025
	Iteration 9Q: 3 clusters Score -265258.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -265323.343750 Penalty: 3738.301025
	Iteration 10Q: 3 clusters Score -265323.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -265353.031250 Penalty: 3738.301025
	Iteration 11Q: 3 clusters Score -265353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -265366.468750 Penalty: 3738.301025
	Iteration 12Q: 3 clusters Score -265366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -265373.343750 Penalty: 3738.301025
	Iteration 13Q: 3 clusters Score -265373.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -265381.500000 Penalty: 3738.301025
	Iteration 14Q: 3 clusters Score -265381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -265384.125000 Penalty: 3738.301025
	Iteration 15Q: 3 clusters Score -265384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265385.281250 Penalty: 3738.301025
	Iteration 16Q: 3 clusters Score -265385.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265385.281250 Penalty: 3738.301025
	Iteration 17F: 3 clusters Score -265385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -232145.343750 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -232145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -229775.531250 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -229775.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -230249.046875 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -230249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -230452.015625 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -230452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -230805.687500 Penalty: 3706.924072
	Iteration 3F: 3 clusters Score -230805.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -231182.546875 Penalty: 3706.924072
	Iteration 4F: 3 clusters Score -231182.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -231448.953125 Penalty: 3706.924072
	Iteration 5F: 3 clusters Score -231449 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -231605.109375 Penalty: 3706.924072
	Iteration 6F: 3 clusters Score -231605.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -231799.781250 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -231799.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -231898.750000 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -231898.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231965.656250 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -231965.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -232008.843750 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -232008.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -232036.968750 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -232037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -232045.125000 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -232045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -232047.109375 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -232047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -232051.140625 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -232051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -232053.140625 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -232053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -232054.515625 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -232054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -232055.640625 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -232055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232056.265625 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -232056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232056.265625 Penalty: 3706.924072
	Iteration 19F: 3 clusters Score -232056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -125946.593750 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -125946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124152.304688 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -124152.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -124546.984375 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -124547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124923.570312 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -124923.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -125583.125000 Penalty: 3408.575439
	Iteration 3F: 3 clusters Score -125583.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -126286.515625 Penalty: 3408.575439
	Iteration 4F: 3 clusters Score -126286.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -126865.531250 Penalty: 3408.575439
	Iteration 5F: 3 clusters Score -126865.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -126997.484375 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -126997.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -127043.648438 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -127043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -127091.664062 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -127091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -127112.546875 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -127112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -127113.859375 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -127113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127114.554688 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -127114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127115.390625 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -127115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127124.601562 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -127124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127128.132812 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -127128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127128.132812 Penalty: 3408.575439
	Iteration 15F: 3 clusters Score -127128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 701 members 
Mstep: Class 4 contains 14617 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Entering Unmasked Estep 
Score: -70231608.000000 Penalty: 71268.484375
Splitting cluster 3 changes total score from -70232160.000000 to -70231608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Entering Unmasked Estep 
Score: -2097792.500000 Penalty: 2378.305176
	Iteration 0F: 2 clusters Score -2097792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2087192.625000 Penalty: 4756.610352
	Iteration 0F: 3 clusters Score -2087193 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2091267.250000 Penalty: 4756.610352
	Iteration 1F: 3 clusters Score -2091267 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2092807.125000 Penalty: 4756.610352
	Iteration 2F: 3 clusters Score -2092807 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2095527.375000 Penalty: 4756.610352
	Iteration 3F: 3 clusters Score -2095527 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2098529.000000 Penalty: 4756.610352
	Iteration 4F: 3 clusters Score -2098529 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2100199.250000 Penalty: 4756.610352
	Iteration 5F: 3 clusters Score -2100199 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2100863.000000 Penalty: 4756.610352
	Iteration 6F: 3 clusters Score -2100863 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2101168.500000 Penalty: 4756.610352
	Iteration 7Q: 3 clusters Score -2101168 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2101340.750000 Penalty: 4756.610352
	Iteration 8Q: 3 clusters Score -2101341 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2101496.250000 Penalty: 4756.610352
	Iteration 9Q: 3 clusters Score -2101496 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2101662.250000 Penalty: 4756.610352
	Iteration 10Q: 3 clusters Score -2101662 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2101885.750000 Penalty: 4756.610352
	Iteration 11Q: 3 clusters Score -2101886 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2102212.250000 Penalty: 4756.610352
	Iteration 12Q: 3 clusters Score -2102212 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2102600.000000 Penalty: 4756.610352
	Iteration 13Q: 3 clusters Score -2102600 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2102939.000000 Penalty: 4756.610352
	Iteration 14Q: 3 clusters Score -2102939 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2103083.000000 Penalty: 4756.610352
	Iteration 15Q: 3 clusters Score -2103083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2103125.750000 Penalty: 4756.610352
	Iteration 16Q: 3 clusters Score -2103126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2103135.000000 Penalty: 4756.610352
	Iteration 17Q: 3 clusters Score -2103135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2103147.250000 Penalty: 4756.610352
	Iteration 18Q: 3 clusters Score -2103147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2103148.500000 Penalty: 4756.610352
	Iteration 19Q: 3 clusters Score -2103148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2103149.500000 Penalty: 4756.610352
	Iteration 20F: 3 clusters Score -2103150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2103148.250000 Penalty: 4756.610352
	Iteration 21Q: 3 clusters Score -2103148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2103148.250000 Penalty: 4756.610352
	Iteration 22Q: 3 clusters Score -2103148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2103148.250000 Penalty: 4756.610352
	Iteration 23F: 3 clusters Score -2103148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Entering Unmasked Estep 
Score: -70236480.000000 Penalty: 71268.484375
Splitting cluster 4 changes total score from -70232160.000000 to -70236480.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 5 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -93551.656250 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -93551.66 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 367 members 
Entering Unmasked Estep 
Score: -91976.609375 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -91976.61 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92583.789062 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -92583.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92864.601562 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -92864.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92974.062500 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -92974.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93135.781250 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -93135.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93571.992188 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -93571.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94014.695312 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -94014.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94223.343750 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -94223.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94430.921875 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -94430.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94646.984375 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -94646.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94699.843750 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -94699.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94774.492188 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -94774.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94852.054688 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -94852.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94927.335938 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -94927.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94991.976562 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -94991.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94991.976562 Penalty: 3264.684326
	Iteration 15F: 3 clusters Score -94991.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Entering Unmasked Estep 
Score: -70236480.000000 Penalty: 74507.960938
Splitting cluster 5 changes total score from -70232160.000000 to -70236480.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -77917.132812 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -77917.13 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 290 members 
Entering Unmasked Estep 
Score: -76440.664062 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -76440.66 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76787.500000 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -76787.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76953.492188 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -76953.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77033.312500 Penalty: 3182.699219
	Iteration 3Q: 3 clusters Score -77033.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77161.429688 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -77161.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77279.570312 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -77279.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77499.812500 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -77499.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77731.257812 Penalty: 3182.699219
	Iteration 7F: 3 clusters Score -77731.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77815.671875 Penalty: 3182.699219
	Iteration 8F: 3 clusters Score -77815.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77869.867188 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -77869.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -77900.843750 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -77900.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77909.398438 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -77909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77909.398438 Penalty: 3182.699219
	Iteration 12F: 3 clusters Score -77909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Entering Unmasked Estep 
Score: -1757045.875000 Penalty: 2322.082031
	Iteration 0F: 2 clusters Score -1757046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1748305.375000 Penalty: 4644.164062
	Iteration 0F: 3 clusters Score -1748305 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1750883.000000 Penalty: 4644.164062
	Iteration 1F: 3 clusters Score -1750883 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1751172.875000 Penalty: 4644.164062
	Iteration 2F: 3 clusters Score -1751173 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1751370.125000 Penalty: 4644.164062
	Iteration 3Q: 3 clusters Score -1751370 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1751517.625000 Penalty: 4644.164062
	Iteration 4Q: 3 clusters Score -1751518 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1751617.375000 Penalty: 4644.164062
	Iteration 5Q: 3 clusters Score -1751617 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1751690.500000 Penalty: 4644.164062
	Iteration 6Q: 3 clusters Score -1751690 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1751747.875000 Penalty: 4644.164062
	Iteration 7Q: 3 clusters Score -1751748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1751791.000000 Penalty: 4644.164062
	Iteration 8Q: 3 clusters Score -1751791 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1751834.125000 Penalty: 4644.164062
	Iteration 9Q: 3 clusters Score -1751834 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1751868.500000 Penalty: 4644.164062
	Iteration 10Q: 3 clusters Score -1751868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1751902.750000 Penalty: 4644.164062
	Iteration 11Q: 3 clusters Score -1751903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1751930.125000 Penalty: 4644.164062
	Iteration 12Q: 3 clusters Score -1751930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1751960.750000 Penalty: 4644.164062
	Iteration 13Q: 3 clusters Score -1751961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1751977.125000 Penalty: 4644.164062
	Iteration 14Q: 3 clusters Score -1751977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1752001.750000 Penalty: 4644.164062
	Iteration 15Q: 3 clusters Score -1752002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1752030.500000 Penalty: 4644.164062
	Iteration 16Q: 3 clusters Score -1752030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1752045.125000 Penalty: 4644.164062
	Iteration 17Q: 3 clusters Score -1752045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1752062.250000 Penalty: 4644.164062
	Iteration 18Q: 3 clusters Score -1752062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1752081.375000 Penalty: 4644.164062
	Iteration 19Q: 3 clusters Score -1752081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1752102.500000 Penalty: 4644.164062
	Iteration 20F: 3 clusters Score -1752102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1752122.750000 Penalty: 4644.164062
	Iteration 21Q: 3 clusters Score -1752123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1752143.500000 Penalty: 4644.164062
	Iteration 22Q: 3 clusters Score -1752144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1752170.250000 Penalty: 4644.164062
	Iteration 23Q: 3 clusters Score -1752170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1752199.375000 Penalty: 4644.164062
	Iteration 24Q: 3 clusters Score -1752199 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1752239.375000 Penalty: 4644.164062
	Iteration 25Q: 3 clusters Score -1752239 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1752286.750000 Penalty: 4644.164062
	Iteration 26Q: 3 clusters Score -1752287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1752337.375000 Penalty: 4644.164062
	Iteration 27Q: 3 clusters Score -1752337 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1752397.500000 Penalty: 4644.164062
	Iteration 28Q: 3 clusters Score -1752398 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1752454.375000 Penalty: 4644.164062
	Iteration 29Q: 3 clusters Score -1752454 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1752520.250000 Penalty: 4644.164062
	Iteration 30Q: 3 clusters Score -1752520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1752591.750000 Penalty: 4644.164062
	Iteration 31Q: 3 clusters Score -1752592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1752681.375000 Penalty: 4644.164062
	Iteration 32Q: 3 clusters Score -1752681 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1752808.000000 Penalty: 4644.164062
	Iteration 33Q: 3 clusters Score -1752808 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1752921.375000 Penalty: 4644.164062
	Iteration 34Q: 3 clusters Score -1752921 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1753045.750000 Penalty: 4644.164062
	Iteration 35Q: 3 clusters Score -1753046 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1753185.125000 Penalty: 4644.164062
	Iteration 36Q: 3 clusters Score -1753185 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1753370.500000 Penalty: 4644.164062
	Iteration 37Q: 3 clusters Score -1753370 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1753521.125000 Penalty: 4644.164062
	Iteration 38Q: 3 clusters Score -1753521 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1753671.250000 Penalty: 4644.164062
	Iteration 39Q: 3 clusters Score -1753671 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1753815.000000 Penalty: 4644.164062
	Iteration 40F: 3 clusters Score -1753815 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1753950.250000 Penalty: 4644.164062
	Iteration 41Q: 3 clusters Score -1753950 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1754076.750000 Penalty: 4644.164062
	Iteration 42Q: 3 clusters Score -1754077 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1754210.000000 Penalty: 4644.164062
	Iteration 43Q: 3 clusters Score -1754210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1754331.625000 Penalty: 4644.164062
	Iteration 44Q: 3 clusters Score -1754332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1754456.875000 Penalty: 4644.164062
	Iteration 45Q: 3 clusters Score -1754457 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1754575.375000 Penalty: 4644.164062
	Iteration 46Q: 3 clusters Score -1754575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1754664.875000 Penalty: 4644.164062
	Iteration 47Q: 3 clusters Score -1754665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1754732.250000 Penalty: 4644.164062
	Iteration 48Q: 3 clusters Score -1754732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1754779.875000 Penalty: 4644.164062
	Iteration 49Q: 3 clusters Score -1754780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1754818.750000 Penalty: 4644.164062
	Iteration 50Q: 3 clusters Score -1754819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1754852.625000 Penalty: 4644.164062
	Iteration 51Q: 3 clusters Score -1754853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1754868.750000 Penalty: 4644.164062
	Iteration 52Q: 3 clusters Score -1754869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1754880.625000 Penalty: 4644.164062
	Iteration 53Q: 3 clusters Score -1754881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1754898.125000 Penalty: 4644.164062
	Iteration 54Q: 3 clusters Score -1754898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1754911.375000 Penalty: 4644.164062
	Iteration 55Q: 3 clusters Score -1754911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1754925.500000 Penalty: 4644.164062
	Iteration 56Q: 3 clusters Score -1754926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1754937.375000 Penalty: 4644.164062
	Iteration 57Q: 3 clusters Score -1754937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1754952.000000 Penalty: 4644.164062
	Iteration 58Q: 3 clusters Score -1754952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1754958.875000 Penalty: 4644.164062
	Iteration 59Q: 3 clusters Score -1754959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1754969.125000 Penalty: 4644.164062
	Iteration 60F: 3 clusters Score -1754969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1754971.625000 Penalty: 4644.164062
	Iteration 61Q: 3 clusters Score -1754972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1754980.125000 Penalty: 4644.164062
	Iteration 62Q: 3 clusters Score -1754980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1754985.875000 Penalty: 4644.164062
	Iteration 63Q: 3 clusters Score -1754986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1754990.125000 Penalty: 4644.164062
	Iteration 64Q: 3 clusters Score -1754990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1754996.875000 Penalty: 4644.164062
	Iteration 65Q: 3 clusters Score -1754997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1754997.000000 Penalty: 4644.164062
	Iteration 66Q: 3 clusters Score -1754997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1755001.625000 Penalty: 4644.164062
	Iteration 67Q: 3 clusters Score -1755002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1755006.875000 Penalty: 4644.164062
	Iteration 68Q: 3 clusters Score -1755007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1755008.375000 Penalty: 4644.164062
	Iteration 69Q: 3 clusters Score -1755008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1755013.500000 Penalty: 4644.164062
	Iteration 70Q: 3 clusters Score -1755014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1755016.750000 Penalty: 4644.164062
	Iteration 71Q: 3 clusters Score -1755017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1755018.375000 Penalty: 4644.164062
	Iteration 72Q: 3 clusters Score -1755018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1755023.625000 Penalty: 4644.164062
	Iteration 73Q: 3 clusters Score -1755024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1755026.625000 Penalty: 4644.164062
	Iteration 74Q: 3 clusters Score -1755027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1755028.500000 Penalty: 4644.164062
	Iteration 75Q: 3 clusters Score -1755028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1755028.750000 Penalty: 4644.164062
	Iteration 76Q: 3 clusters Score -1755029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1755030.000000 Penalty: 4644.164062
	Iteration 77Q: 3 clusters Score -1755030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1755030.000000 Penalty: 4644.164062
	Iteration 78F: 3 clusters Score -1755030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -682902.062500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -682902.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -678592.375000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -678592.4 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -679668.687500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -679668.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -679983.875000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -679983.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -680260.625000 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -680260.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -680515.875000 Penalty: 4182.846680
	Iteration 4F: 3 clusters Score -680515.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -680765.062500 Penalty: 4182.846680
	Iteration 5F: 3 clusters Score -680765.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -681139.750000 Penalty: 4182.846680
	Iteration 6F: 3 clusters Score -681139.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -681801.312500 Penalty: 4182.846680
	Iteration 7F: 3 clusters Score -681801.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -682818.875000 Penalty: 4182.846680
	Iteration 8F: 3 clusters Score -682818.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -683632.875000 Penalty: 4182.846680
	Iteration 9F: 3 clusters Score -683632.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -683895.625000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -683895.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -683990.000000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -683990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -684054.250000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -684054.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -684085.875000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -684085.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -684106.375000 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -684106.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -684127.437500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -684127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -684139.562500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -684139.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -684147.750000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -684147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -684155.437500 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -684155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -684162.250000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -684162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -684165.562500 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -684165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -684165.937500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -684165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -684167.500000 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -684167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -684167.687500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -684167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -684167.750000 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -684167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -684168.500000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -684168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -684168.250000 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -684168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -684169.937500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -684169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -684169.437500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -684169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -684169.437500 Penalty: 4182.846680
	Iteration 29F: 3 clusters Score -684169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Entering Unmasked Estep 
Score: -70236664.000000 Penalty: 77747.437500
Splitting cluster 8 changes total score from -70232160.000000 to -70236664.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -461725.687500 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -461725.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -458500.656250 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -458500.7 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -459533.687500 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -459533.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -460036.281250 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -460036.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -460385.500000 Penalty: 4001.772461
	Iteration 3F: 3 clusters Score -460385.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -460583.562500 Penalty: 4001.772461
	Iteration 4F: 3 clusters Score -460583.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -460729.968750 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -460730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -460886.906250 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -460886.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -461112.343750 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -461112.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -461411.937500 Penalty: 4001.772461
	Iteration 8F: 3 clusters Score -461411.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -461701.562500 Penalty: 4001.772461
	Iteration 9F: 3 clusters Score -461701.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -461900.437500 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -461900.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -462003.718750 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -462003.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -462055.937500 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -462055.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -462110.781250 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -462110.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -462179.812500 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -462179.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -462245.468750 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -462245.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -462277.937500 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -462277.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -462295.500000 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -462295.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -462304.187500 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -462304.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -462309.125000 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -462309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -462320.843750 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -462320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -462344.843750 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -462344.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -462389.375000 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -462389.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -462427.406250 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -462427.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -462451.906250 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -462451.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -462474.031250 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -462474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -462484.125000 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -462484.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -462494.312500 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -462494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -462496.531250 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -462496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -462497.406250 Penalty: 4001.772461
	Iteration 29Q: 3 clusters Score -462497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -462497.406250 Penalty: 4001.772461
	Iteration 30F: 3 clusters Score -462497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Entering Unmasked Estep 
Score: -70236160.000000 Penalty: 80986.914062
Splitting cluster 9 changes total score from -70232160.000000 to -70236160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -117594.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -117594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -115808.320312 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -115808.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116184.015625 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -116184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116578.328125 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -116578.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116834.101562 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -116834.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117579.343750 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -117579.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -118150.773438 Penalty: 3360.014893
	Iteration 5F: 3 clusters Score -118150.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -118402.492188 Penalty: 3360.014893
	Iteration 6F: 3 clusters Score -118402.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -118547.703125 Penalty: 3360.014893
	Iteration 7F: 3 clusters Score -118547.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -118705.375000 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -118705.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -118781.507812 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -118781.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -118832.835938 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -118832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -118869.039062 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -118869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -118922.398438 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -118922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -118943.789062 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -118943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -118948.875000 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -118948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -118954.195312 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -118954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -118954.195312 Penalty: 3360.014893
	Iteration 16F: 3 clusters Score -118954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 27286 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Entering Unmasked Estep 
Score: -70236056.000000 Penalty: 84226.390625
Splitting cluster 10 changes total score from -70232160.000000 to -70236056.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (27286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Entering Unmasked Estep 
Score: -4092340.000000 Penalty: 2533.104004
	Iteration 0F: 2 clusters Score -4092340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4073501.250000 Penalty: 5066.208008
	Iteration 0F: 3 clusters Score -4073501 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4080066.500000 Penalty: 5066.208008
	Iteration 1F: 3 clusters Score -4080066 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4080516.500000 Penalty: 5066.208008
	Iteration 2Q: 3 clusters Score -4080516 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4080988.500000 Penalty: 5066.208008
	Iteration 3Q: 3 clusters Score -4080988 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4081804.500000 Penalty: 5066.208008
	Iteration 4Q: 3 clusters Score -4081804 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4083225.500000 Penalty: 5066.208008
	Iteration 5F: 3 clusters Score -4083226 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4085153.000000 Penalty: 5066.208008
	Iteration 6F: 3 clusters Score -4085153 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4087199.750000 Penalty: 5066.208008
	Iteration 7F: 3 clusters Score -4087200 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4088896.500000 Penalty: 5066.208008
	Iteration 8F: 3 clusters Score -4088896 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4090047.500000 Penalty: 5066.208008
	Iteration 9F: 3 clusters Score -4090048 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4090695.250000 Penalty: 5066.208008
	Iteration 10Q: 3 clusters Score -4090695 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -4091071.750000 Penalty: 5066.208008
	Iteration 11Q: 3 clusters Score -4091072 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4091356.500000 Penalty: 5066.208008
	Iteration 12Q: 3 clusters Score -4091356 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4091578.500000 Penalty: 5066.208008
	Iteration 13Q: 3 clusters Score -4091578 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -4091759.500000 Penalty: 5066.208008
	Iteration 14Q: 3 clusters Score -4091760 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4091945.750000 Penalty: 5066.208008
	Iteration 15Q: 3 clusters Score -4091946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4092135.250000 Penalty: 5066.208008
	Iteration 16Q: 3 clusters Score -4092135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4092266.500000 Penalty: 5066.208008
	Iteration 17Q: 3 clusters Score -4092266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4092353.250000 Penalty: 5066.208008
	Iteration 18Q: 3 clusters Score -4092353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4092403.000000 Penalty: 5066.208008
	Iteration 19Q: 3 clusters Score -4092403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4092424.250000 Penalty: 5066.208008
	Iteration 20F: 3 clusters Score -4092424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4092432.500000 Penalty: 5066.208008
	Iteration 21Q: 3 clusters Score -4092432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4092448.000000 Penalty: 5066.208008
	Iteration 22Q: 3 clusters Score -4092448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4092451.000000 Penalty: 5066.208008
	Iteration 23Q: 3 clusters Score -4092451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4092459.750000 Penalty: 5066.208008
	Iteration 24Q: 3 clusters Score -4092460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -4092461.250000 Penalty: 5066.208008
	Iteration 25Q: 3 clusters Score -4092461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4092462.000000 Penalty: 5066.208008
	Iteration 26Q: 3 clusters Score -4092462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4092463.500000 Penalty: 5066.208008
	Iteration 27Q: 3 clusters Score -4092464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -4092465.750000 Penalty: 5066.208008
	Iteration 28Q: 3 clusters Score -4092466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4092461.000000 Penalty: 5066.208008
	Iteration 29Q: 3 clusters Score -4092461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4092464.250000 Penalty: 5066.208008
	Iteration 30Q: 3 clusters Score -4092464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4092468.000000 Penalty: 5066.208008
	Iteration 31Q: 3 clusters Score -4092468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4092465.500000 Penalty: 5066.208008
	Iteration 32Q: 3 clusters Score -4092466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -4092464.500000 Penalty: 5066.208008
	Iteration 33Q: 3 clusters Score -4092464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -4092464.500000 Penalty: 5066.208008
	Iteration 34F: 3 clusters Score -4092464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Entering Unmasked Estep 
Score: -70235176.000000 Penalty: 87465.867188
Splitting cluster 11 changes total score from -70232160.000000 to -70235176.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -512100.156250 Penalty: 2025.995361
	Iteration 0F: 2 clusters Score -512100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -508468.718750 Penalty: 4051.990723
	Iteration 0F: 3 clusters Score -508468.7 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -509312.437500 Penalty: 4051.990723
	Iteration 1F: 3 clusters Score -509312.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -509632.406250 Penalty: 4051.990723
	Iteration 2F: 3 clusters Score -509632.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -509950.343750 Penalty: 4051.990723
	Iteration 3F: 3 clusters Score -509950.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -510296.281250 Penalty: 4051.990723
	Iteration 4F: 3 clusters Score -510296.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -510666.750000 Penalty: 4051.990723
	Iteration 5F: 3 clusters Score -510666.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -511056.687500 Penalty: 4051.990723
	Iteration 6F: 3 clusters Score -511056.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -511373.750000 Penalty: 4051.990723
	Iteration 7F: 3 clusters Score -511373.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -511591.375000 Penalty: 4051.990723
	Iteration 8Q: 3 clusters Score -511591.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -511715.406250 Penalty: 4051.990723
	Iteration 9Q: 3 clusters Score -511715.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -511820.031250 Penalty: 4051.990723
	Iteration 10Q: 3 clusters Score -511820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -511870.500000 Penalty: 4051.990723
	Iteration 11Q: 3 clusters Score -511870.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -511906.312500 Penalty: 4051.990723
	Iteration 12Q: 3 clusters Score -511906.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -511935.750000 Penalty: 4051.990723
	Iteration 13Q: 3 clusters Score -511935.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -511960.062500 Penalty: 4051.990723
	Iteration 14Q: 3 clusters Score -511960.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -511984.031250 Penalty: 4051.990723
	Iteration 15Q: 3 clusters Score -511984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -512005.125000 Penalty: 4051.990723
	Iteration 16Q: 3 clusters Score -512005.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -512030.437500 Penalty: 4051.990723
	Iteration 17Q: 3 clusters Score -512030.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -512051.312500 Penalty: 4051.990723
	Iteration 18Q: 3 clusters Score -512051.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -512073.437500 Penalty: 4051.990723
	Iteration 19Q: 3 clusters Score -512073.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -512091.500000 Penalty: 4051.990723
	Iteration 20F: 3 clusters Score -512091.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -512105.406250 Penalty: 4051.990723
	Iteration 21Q: 3 clusters Score -512105.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -512113.937500 Penalty: 4051.990723
	Iteration 22Q: 3 clusters Score -512113.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -512124.375000 Penalty: 4051.990723
	Iteration 23Q: 3 clusters Score -512124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -512132.187500 Penalty: 4051.990723
	Iteration 24Q: 3 clusters Score -512132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -512135.031250 Penalty: 4051.990723
	Iteration 25Q: 3 clusters Score -512135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -512138.093750 Penalty: 4051.990723
	Iteration 26Q: 3 clusters Score -512138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -512140.281250 Penalty: 4051.990723
	Iteration 27Q: 3 clusters Score -512140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -512142.531250 Penalty: 4051.990723
	Iteration 28Q: 3 clusters Score -512142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -512144.156250 Penalty: 4051.990723
	Iteration 29Q: 3 clusters Score -512144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -512149.500000 Penalty: 4051.990723
	Iteration 30Q: 3 clusters Score -512149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -512152.593750 Penalty: 4051.990723
	Iteration 31Q: 3 clusters Score -512152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -512159.937500 Penalty: 4051.990723
	Iteration 32Q: 3 clusters Score -512159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -512166.531250 Penalty: 4051.990723
	Iteration 33Q: 3 clusters Score -512166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -512172.531250 Penalty: 4051.990723
	Iteration 34Q: 3 clusters Score -512172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -512175.906250 Penalty: 4051.990723
	Iteration 35Q: 3 clusters Score -512175.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -512182.156250 Penalty: 4051.990723
	Iteration 36Q: 3 clusters Score -512182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -512187.468750 Penalty: 4051.990723
	Iteration 37Q: 3 clusters Score -512187.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -512199.468750 Penalty: 4051.990723
	Iteration 38Q: 3 clusters Score -512199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -512210.500000 Penalty: 4051.990723
	Iteration 39Q: 3 clusters Score -512210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -512223.843750 Penalty: 4051.990723
	Iteration 40F: 3 clusters Score -512223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -512232.562500 Penalty: 4051.990723
	Iteration 41Q: 3 clusters Score -512232.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -512240.375000 Penalty: 4051.990723
	Iteration 42Q: 3 clusters Score -512240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -512246.156250 Penalty: 4051.990723
	Iteration 43Q: 3 clusters Score -512246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -512248.687500 Penalty: 4051.990723
	Iteration 44Q: 3 clusters Score -512248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -512248.687500 Penalty: 4051.990723
	Iteration 45Q: 3 clusters Score -512248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -512249.875000 Penalty: 4051.990723
	Iteration 46Q: 3 clusters Score -512249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -512249.875000 Penalty: 4051.990723
	Iteration 47F: 3 clusters Score -512249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Entering Unmasked Estep 
Score: -70233936.000000 Penalty: 90705.343750
Splitting cluster 12 changes total score from -70232160.000000 to -70233936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -239618.296875 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -239618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -237371.500000 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -237371.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -239967.390625 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -239967.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241036.843750 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -241036.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -241807.406250 Penalty: 3797.073730
	Iteration 3F: 3 clusters Score -241807.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243434.609375 Penalty: 3797.073730
	Iteration 4F: 3 clusters Score -243434.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -245566.734375 Penalty: 3797.073730
	Iteration 5F: 3 clusters Score -245566.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -247582.203125 Penalty: 3797.073730
	Iteration 6F: 3 clusters Score -247582.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249048.000000 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -249048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -249788.203125 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -249788.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -250271.000000 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -250271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -250503.468750 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -250503.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -250701.171875 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -250701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -250854.781250 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -250854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250993.390625 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -250993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -251114.562500 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -251114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -251256.781250 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -251256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -251506.468750 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -251506.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -252024.593750 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -252024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -253036.875000 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -253036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -253031.046875 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -253031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -253051.703125 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -253051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -253060.250000 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -253060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -253066.734375 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -253066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -253080.234375 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -253080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -253141.031250 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -253141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -253280.062500 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -253280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -253443.953125 Penalty: 3797.073730
	Iteration 26Q: 3 clusters Score -253444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -253802.109375 Penalty: 3797.073730
	Iteration 27Q: 3 clusters Score -253802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -254155.734375 Penalty: 3797.073730
	Iteration 28Q: 3 clusters Score -254155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -254211.781250 Penalty: 3797.073730
	Iteration 29Q: 3 clusters Score -254211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -254223.890625 Penalty: 3797.073730
	Iteration 30Q: 3 clusters Score -254223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -254239.468750 Penalty: 3797.073730
	Iteration 31Q: 3 clusters Score -254239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -254239.468750 Penalty: 3797.073730
	Iteration 32F: 3 clusters Score -254239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 50480 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 1205 members 
Entering Unmasked Estep 
Score: -70247232.000000 Penalty: 93944.820312
Splitting cluster 13 changes total score from -70232160.000000 to -70247232.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (106929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Entering Unmasked Estep 
Score: -16416694.000000 Penalty: 2871.820312
	Iteration 0F: 2 clusters Score -1.641669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -16346269.000000 Penalty: 5743.640625
	Iteration 0F: 3 clusters Score -1.634627e+07 nChanged 50794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -16376085.000000 Penalty: 5743.640625
	Iteration 1F: 3 clusters Score -1.637608e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -16377671.000000 Penalty: 5743.640625
	Iteration 2Q: 3 clusters Score -1.637767e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -16379933.000000 Penalty: 5743.640625
	Iteration 3Q: 3 clusters Score -1.637993e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -16382606.000000 Penalty: 5743.640625
	Iteration 4F: 3 clusters Score -1.638261e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -16385597.000000 Penalty: 5743.640625
	Iteration 5F: 3 clusters Score -1.63856e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -16388774.000000 Penalty: 5743.640625
	Iteration 6F: 3 clusters Score -1.638877e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -16391967.000000 Penalty: 5743.640625
	Iteration 7F: 3 clusters Score -1.639197e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -16395242.000000 Penalty: 5743.640625
	Iteration 8F: 3 clusters Score -1.639524e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -16398386.000000 Penalty: 5743.640625
	Iteration 9Q: 3 clusters Score -1.639839e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -16401171.000000 Penalty: 5743.640625
	Iteration 10Q: 3 clusters Score -1.640117e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -16403260.000000 Penalty: 5743.640625
	Iteration 11Q: 3 clusters Score -1.640326e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -16404771.000000 Penalty: 5743.640625
	Iteration 12Q: 3 clusters Score -1.640477e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -16405938.000000 Penalty: 5743.640625
	Iteration 13Q: 3 clusters Score -1.640594e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -16407046.000000 Penalty: 5743.640625
	Iteration 14Q: 3 clusters Score -1.640705e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -16407869.000000 Penalty: 5743.640625
	Iteration 15Q: 3 clusters Score -1.640787e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -16408665.000000 Penalty: 5743.640625
	Iteration 16Q: 3 clusters Score -1.640866e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -16409244.000000 Penalty: 5743.640625
	Iteration 17Q: 3 clusters Score -1.640924e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -16409701.000000 Penalty: 5743.640625
	Iteration 18Q: 3 clusters Score -1.64097e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -16410131.000000 Penalty: 5743.640625
	Iteration 19Q: 3 clusters Score -1.641013e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -16410628.000000 Penalty: 5743.640625
	Iteration 20F: 3 clusters Score -1.641063e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -16410964.000000 Penalty: 5743.640625
	Iteration 21Q: 3 clusters Score -1.641096e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -16411237.000000 Penalty: 5743.640625
	Iteration 22Q: 3 clusters Score -1.641124e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -16411549.000000 Penalty: 5743.640625
	Iteration 23Q: 3 clusters Score -1.641155e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -16411822.000000 Penalty: 5743.640625
	Iteration 24Q: 3 clusters Score -1.641182e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -16411999.000000 Penalty: 5743.640625
	Iteration 25Q: 3 clusters Score -1.6412e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -16412110.000000 Penalty: 5743.640625
	Iteration 26Q: 3 clusters Score -1.641211e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -16412244.000000 Penalty: 5743.640625
	Iteration 27Q: 3 clusters Score -1.641224e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -16412380.000000 Penalty: 5743.640625
	Iteration 28Q: 3 clusters Score -1.641238e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -16412483.000000 Penalty: 5743.640625
	Iteration 29Q: 3 clusters Score -1.641248e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -16412571.000000 Penalty: 5743.640625
	Iteration 30Q: 3 clusters Score -1.641257e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -16412659.000000 Penalty: 5743.640625
	Iteration 31Q: 3 clusters Score -1.641266e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -16412771.000000 Penalty: 5743.640625
	Iteration 32Q: 3 clusters Score -1.641277e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -16412819.000000 Penalty: 5743.640625
	Iteration 33Q: 3 clusters Score -1.641282e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -16412890.000000 Penalty: 5743.640625
	Iteration 34Q: 3 clusters Score -1.641289e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -16412901.000000 Penalty: 5743.640625
	Iteration 35Q: 3 clusters Score -1.64129e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -16412952.000000 Penalty: 5743.640625
	Iteration 36Q: 3 clusters Score -1.641295e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -16412996.000000 Penalty: 5743.640625
	Iteration 37Q: 3 clusters Score -1.6413e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -16412982.000000 Penalty: 5743.640625
	Iteration 38Q: 3 clusters Score -1.641298e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -16412984.000000 Penalty: 5743.640625
	Iteration 39Q: 3 clusters Score -1.641298e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -16413043.000000 Penalty: 5743.640625
	Iteration 40F: 3 clusters Score -1.641304e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -16413070.000000 Penalty: 5743.640625
	Iteration 41Q: 3 clusters Score -1.641307e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -16413125.000000 Penalty: 5743.640625
	Iteration 42Q: 3 clusters Score -1.641312e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -16413171.000000 Penalty: 5743.640625
	Iteration 43Q: 3 clusters Score -1.641317e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -16413189.000000 Penalty: 5743.640625
	Iteration 44Q: 3 clusters Score -1.641319e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -16413284.000000 Penalty: 5743.640625
	Iteration 45Q: 3 clusters Score -1.641328e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -16413423.000000 Penalty: 5743.640625
	Iteration 46Q: 3 clusters Score -1.641342e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -16413521.000000 Penalty: 5743.640625
	Iteration 47Q: 3 clusters Score -1.641352e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -16413521.000000 Penalty: 5743.640625
	Iteration 48Q: 3 clusters Score -1.641352e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -16413667.000000 Penalty: 5743.640625
	Iteration 49Q: 3 clusters Score -1.641367e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -16413761.000000 Penalty: 5743.640625
	Iteration 50Q: 3 clusters Score -1.641376e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -16413763.000000 Penalty: 5743.640625
	Iteration 51Q: 3 clusters Score -1.641376e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -16413922.000000 Penalty: 5743.640625
	Iteration 52Q: 3 clusters Score -1.641392e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -16414033.000000 Penalty: 5743.640625
	Iteration 53Q: 3 clusters Score -1.641403e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -16414151.000000 Penalty: 5743.640625
	Iteration 54Q: 3 clusters Score -1.641415e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -16414253.000000 Penalty: 5743.640625
	Iteration 55Q: 3 clusters Score -1.641425e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -16414349.000000 Penalty: 5743.640625
	Iteration 56Q: 3 clusters Score -1.641435e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -16414382.000000 Penalty: 5743.640625
	Iteration 57Q: 3 clusters Score -1.641438e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -16414432.000000 Penalty: 5743.640625
	Iteration 58Q: 3 clusters Score -1.641443e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95837 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -16414495.000000 Penalty: 5743.640625
	Iteration 59Q: 3 clusters Score -1.64145e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -16414480.000000 Penalty: 5743.640625
	Iteration 60F: 3 clusters Score -1.641448e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -16414522.000000 Penalty: 5743.640625
	Iteration 61Q: 3 clusters Score -1.641452e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -16414565.000000 Penalty: 5743.640625
	Iteration 62Q: 3 clusters Score -1.641456e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -16414591.000000 Penalty: 5743.640625
	Iteration 63Q: 3 clusters Score -1.641459e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -16414588.000000 Penalty: 5743.640625
	Iteration 64Q: 3 clusters Score -1.641459e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -16414620.000000 Penalty: 5743.640625
	Iteration 65Q: 3 clusters Score -1.641462e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -16414633.000000 Penalty: 5743.640625
	Iteration 66Q: 3 clusters Score -1.641463e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -16414641.000000 Penalty: 5743.640625
	Iteration 67Q: 3 clusters Score -1.641464e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -16414649.000000 Penalty: 5743.640625
	Iteration 68Q: 3 clusters Score -1.641465e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -16414627.000000 Penalty: 5743.640625
	Iteration 69Q: 3 clusters Score -1.641463e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -16414628.000000 Penalty: 5743.640625
	Iteration 70Q: 3 clusters Score -1.641463e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -16414602.000000 Penalty: 5743.640625
	Iteration 71Q: 3 clusters Score -1.64146e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -16414620.000000 Penalty: 5743.640625
	Iteration 72Q: 3 clusters Score -1.641462e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -16414617.000000 Penalty: 5743.640625
	Iteration 73Q: 3 clusters Score -1.641462e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -16414612.000000 Penalty: 5743.640625
	Iteration 74Q: 3 clusters Score -1.641461e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -16414592.000000 Penalty: 5743.640625
	Iteration 75Q: 3 clusters Score -1.641459e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -16414637.000000 Penalty: 5743.640625
	Iteration 76Q: 3 clusters Score -1.641464e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -16414653.000000 Penalty: 5743.640625
	Iteration 77Q: 3 clusters Score -1.641465e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -16414677.000000 Penalty: 5743.640625
	Iteration 78Q: 3 clusters Score -1.641468e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -16414682.000000 Penalty: 5743.640625
	Iteration 79Q: 3 clusters Score -1.641468e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -16414662.000000 Penalty: 5743.640625
	Iteration 80F: 3 clusters Score -1.641466e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -16414707.000000 Penalty: 5743.640625
	Iteration 81Q: 3 clusters Score -1.641471e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -16414697.000000 Penalty: 5743.640625
	Iteration 82Q: 3 clusters Score -1.64147e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -16414679.000000 Penalty: 5743.640625
	Iteration 83Q: 3 clusters Score -1.641468e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -16414676.000000 Penalty: 5743.640625
	Iteration 84Q: 3 clusters Score -1.641468e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -16414676.000000 Penalty: 5743.640625
	Iteration 85Q: 3 clusters Score -1.641468e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -16414679.000000 Penalty: 5743.640625
	Iteration 86Q: 3 clusters Score -1.641468e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -16414683.000000 Penalty: 5743.640625
	Iteration 87Q: 3 clusters Score -1.641468e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -16414705.000000 Penalty: 5743.640625
	Iteration 88Q: 3 clusters Score -1.64147e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99336 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -16414716.000000 Penalty: 5743.640625
	Iteration 89Q: 3 clusters Score -1.641472e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -16414737.000000 Penalty: 5743.640625
	Iteration 90Q: 3 clusters Score -1.641474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -16414730.000000 Penalty: 5743.640625
	Iteration 91Q: 3 clusters Score -1.641473e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -16414719.000000 Penalty: 5743.640625
	Iteration 92Q: 3 clusters Score -1.641472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -16414731.000000 Penalty: 5743.640625
	Iteration 93Q: 3 clusters Score -1.641473e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -16414736.000000 Penalty: 5743.640625
	Iteration 94Q: 3 clusters Score -1.641474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -16414720.000000 Penalty: 5743.640625
	Iteration 95Q: 3 clusters Score -1.641472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -16414736.000000 Penalty: 5743.640625
	Iteration 96Q: 3 clusters Score -1.641474e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -16414736.000000 Penalty: 5743.640625
	Iteration 97Q: 3 clusters Score -1.641474e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -16414747.000000 Penalty: 5743.640625
	Iteration 98Q: 3 clusters Score -1.641475e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -16414724.000000 Penalty: 5743.640625
	Iteration 99Q: 3 clusters Score -1.641472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -16414736.000000 Penalty: 5743.640625
	Iteration 100F: 3 clusters Score -1.641474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -16414739.000000 Penalty: 5743.640625
	Iteration 101Q: 3 clusters Score -1.641474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -16414743.000000 Penalty: 5743.640625
	Iteration 102Q: 3 clusters Score -1.641474e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -16414746.000000 Penalty: 5743.640625
	Iteration 103Q: 3 clusters Score -1.641475e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -16414755.000000 Penalty: 5743.640625
	Iteration 104Q: 3 clusters Score -1.641476e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -16414765.000000 Penalty: 5743.640625
	Iteration 105Q: 3 clusters Score -1.641476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -16414748.000000 Penalty: 5743.640625
	Iteration 106Q: 3 clusters Score -1.641475e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -16414731.000000 Penalty: 5743.640625
	Iteration 107Q: 3 clusters Score -1.641473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -16414718.000000 Penalty: 5743.640625
	Iteration 108Q: 3 clusters Score -1.641472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -16414744.000000 Penalty: 5743.640625
	Iteration 109Q: 3 clusters Score -1.641474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -16414756.000000 Penalty: 5743.640625
	Iteration 110Q: 3 clusters Score -1.641476e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -16414761.000000 Penalty: 5743.640625
	Iteration 111Q: 3 clusters Score -1.641476e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -16414739.000000 Penalty: 5743.640625
	Iteration 112Q: 3 clusters Score -1.641474e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -16414760.000000 Penalty: 5743.640625
	Iteration 113Q: 3 clusters Score -1.641476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -16414728.000000 Penalty: 5743.640625
	Iteration 114Q: 3 clusters Score -1.641473e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -16414726.000000 Penalty: 5743.640625
	Iteration 115Q: 3 clusters Score -1.641473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -16414735.000000 Penalty: 5743.640625
	Iteration 116Q: 3 clusters Score -1.641474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -16414732.000000 Penalty: 5743.640625
	Iteration 117Q: 3 clusters Score -1.641473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -16414751.000000 Penalty: 5743.640625
	Iteration 118Q: 3 clusters Score -1.641475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -16414775.000000 Penalty: 5743.640625
	Iteration 119Q: 3 clusters Score -1.641478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -16414760.000000 Penalty: 5743.640625
	Iteration 120F: 3 clusters Score -1.641476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -16414781.000000 Penalty: 5743.640625
	Iteration 121Q: 3 clusters Score -1.641478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -16414773.000000 Penalty: 5743.640625
	Iteration 122Q: 3 clusters Score -1.641477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -16414768.000000 Penalty: 5743.640625
	Iteration 123Q: 3 clusters Score -1.641477e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -16414755.000000 Penalty: 5743.640625
	Iteration 124Q: 3 clusters Score -1.641476e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -16414764.000000 Penalty: 5743.640625
	Iteration 125Q: 3 clusters Score -1.641476e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -16414760.000000 Penalty: 5743.640625
	Iteration 126Q: 3 clusters Score -1.641476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -16414753.000000 Penalty: 5743.640625
	Iteration 127Q: 3 clusters Score -1.641475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -16414739.000000 Penalty: 5743.640625
	Iteration 128Q: 3 clusters Score -1.641474e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -16414746.000000 Penalty: 5743.640625
	Iteration 129Q: 3 clusters Score -1.641475e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -16414730.000000 Penalty: 5743.640625
	Iteration 130Q: 3 clusters Score -1.641473e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -16414736.000000 Penalty: 5743.640625
	Iteration 131Q: 3 clusters Score -1.641474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101347 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -16414744.000000 Penalty: 5743.640625
	Iteration 132Q: 3 clusters Score -1.641474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -16414750.000000 Penalty: 5743.640625
	Iteration 133Q: 3 clusters Score -1.641475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -16414744.000000 Penalty: 5743.640625
	Iteration 134Q: 3 clusters Score -1.641474e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -16414757.000000 Penalty: 5743.640625
	Iteration 135Q: 3 clusters Score -1.641476e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -16414749.000000 Penalty: 5743.640625
	Iteration 136Q: 3 clusters Score -1.641475e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -16414757.000000 Penalty: 5743.640625
	Iteration 137Q: 3 clusters Score -1.641476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -16414752.000000 Penalty: 5743.640625
	Iteration 138Q: 3 clusters Score -1.641475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -16414772.000000 Penalty: 5743.640625
	Iteration 139Q: 3 clusters Score -1.641477e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -16414783.000000 Penalty: 5743.640625
	Iteration 140F: 3 clusters Score -1.641478e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -16414760.000000 Penalty: 5743.640625
	Iteration 141Q: 3 clusters Score -1.641476e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -16414792.000000 Penalty: 5743.640625
	Iteration 142Q: 3 clusters Score -1.641479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -16414806.000000 Penalty: 5743.640625
	Iteration 143Q: 3 clusters Score -1.641481e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -16414798.000000 Penalty: 5743.640625
	Iteration 144Q: 3 clusters Score -1.64148e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -16414810.000000 Penalty: 5743.640625
	Iteration 145Q: 3 clusters Score -1.641481e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -16414831.000000 Penalty: 5743.640625
	Iteration 146Q: 3 clusters Score -1.641483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -16414834.000000 Penalty: 5743.640625
	Iteration 147Q: 3 clusters Score -1.641483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -16414855.000000 Penalty: 5743.640625
	Iteration 148Q: 3 clusters Score -1.641486e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -16414851.000000 Penalty: 5743.640625
	Iteration 149Q: 3 clusters Score -1.641485e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102296 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -16414836.000000 Penalty: 5743.640625
	Iteration 150Q: 3 clusters Score -1.641484e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -16414840.000000 Penalty: 5743.640625
	Iteration 151Q: 3 clusters Score -1.641484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -16414849.000000 Penalty: 5743.640625
	Iteration 152Q: 3 clusters Score -1.641485e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -16414868.000000 Penalty: 5743.640625
	Iteration 153Q: 3 clusters Score -1.641487e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -16414882.000000 Penalty: 5743.640625
	Iteration 154Q: 3 clusters Score -1.641488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -16414862.000000 Penalty: 5743.640625
	Iteration 155Q: 3 clusters Score -1.641486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -16414874.000000 Penalty: 5743.640625
	Iteration 156Q: 3 clusters Score -1.641487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -16414854.000000 Penalty: 5743.640625
	Iteration 157Q: 3 clusters Score -1.641485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -16414873.000000 Penalty: 5743.640625
	Iteration 158Q: 3 clusters Score -1.641487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -16414863.000000 Penalty: 5743.640625
	Iteration 159Q: 3 clusters Score -1.641486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -16414878.000000 Penalty: 5743.640625
	Iteration 160F: 3 clusters Score -1.641488e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16414885.000000 Penalty: 5743.640625
	Iteration 161Q: 3 clusters Score -1.641488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -16414874.000000 Penalty: 5743.640625
	Iteration 162Q: 3 clusters Score -1.641487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -16414875.000000 Penalty: 5743.640625
	Iteration 163Q: 3 clusters Score -1.641488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -16414874.000000 Penalty: 5743.640625
	Iteration 164Q: 3 clusters Score -1.641487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -16414882.000000 Penalty: 5743.640625
	Iteration 165Q: 3 clusters Score -1.641488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -16414903.000000 Penalty: 5743.640625
	Iteration 166Q: 3 clusters Score -1.64149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -16414919.000000 Penalty: 5743.640625
	Iteration 167Q: 3 clusters Score -1.641492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -16414902.000000 Penalty: 5743.640625
	Iteration 168Q: 3 clusters Score -1.64149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -16414903.000000 Penalty: 5743.640625
	Iteration 169Q: 3 clusters Score -1.64149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102845 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -16414905.000000 Penalty: 5743.640625
	Iteration 170Q: 3 clusters Score -1.64149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -16414919.000000 Penalty: 5743.640625
	Iteration 171Q: 3 clusters Score -1.641492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -16414922.000000 Penalty: 5743.640625
	Iteration 172Q: 3 clusters Score -1.641492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -16414926.000000 Penalty: 5743.640625
	Iteration 173Q: 3 clusters Score -1.641493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -16414933.000000 Penalty: 5743.640625
	Iteration 174Q: 3 clusters Score -1.641493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -16414926.000000 Penalty: 5743.640625
	Iteration 175Q: 3 clusters Score -1.641493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -16414937.000000 Penalty: 5743.640625
	Iteration 176Q: 3 clusters Score -1.641494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -16414942.000000 Penalty: 5743.640625
	Iteration 177Q: 3 clusters Score -1.641494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -16414942.000000 Penalty: 5743.640625
	Iteration 178Q: 3 clusters Score -1.641494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -16414929.000000 Penalty: 5743.640625
	Iteration 179Q: 3 clusters Score -1.641493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -16414930.000000 Penalty: 5743.640625
	Iteration 180F: 3 clusters Score -1.641493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Entering Unmasked Estep 
Score: -7627769.500000 Penalty: 2685.674316
	Iteration 0F: 2 clusters Score -7627770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -7593906.000000 Penalty: 5371.348633
	Iteration 0F: 3 clusters Score -7593906 nChanged 23387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -7607865.500000 Penalty: 5371.348633
	Iteration 1F: 3 clusters Score -7607866 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -7609238.500000 Penalty: 5371.348633
	Iteration 2F: 3 clusters Score -7609238 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -7610857.500000 Penalty: 5371.348633
	Iteration 3F: 3 clusters Score -7610858 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -7612661.500000 Penalty: 5371.348633
	Iteration 4F: 3 clusters Score -7612662 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -7614431.000000 Penalty: 5371.348633
	Iteration 5F: 3 clusters Score -7614431 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -7616569.000000 Penalty: 5371.348633
	Iteration 6F: 3 clusters Score -7616569 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -7619198.000000 Penalty: 5371.348633
	Iteration 7F: 3 clusters Score -7619198 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -7621479.000000 Penalty: 5371.348633
	Iteration 8F: 3 clusters Score -7621479 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -7623202.500000 Penalty: 5371.348633
	Iteration 9F: 3 clusters Score -7623202 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -7624285.000000 Penalty: 5371.348633
	Iteration 10Q: 3 clusters Score -7624285 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -7624863.500000 Penalty: 5371.348633
	Iteration 11Q: 3 clusters Score -7624864 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -7625220.500000 Penalty: 5371.348633
	Iteration 12Q: 3 clusters Score -7625220 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -7625400.500000 Penalty: 5371.348633
	Iteration 13Q: 3 clusters Score -7625400 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -7625532.000000 Penalty: 5371.348633
	Iteration 14Q: 3 clusters Score -7625532 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -7625644.500000 Penalty: 5371.348633
	Iteration 15Q: 3 clusters Score -7625644 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -7625705.000000 Penalty: 5371.348633
	Iteration 16Q: 3 clusters Score -7625705 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -7625793.000000 Penalty: 5371.348633
	Iteration 17Q: 3 clusters Score -7625793 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7625847.500000 Penalty: 5371.348633
	Iteration 18Q: 3 clusters Score -7625848 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -7625863.500000 Penalty: 5371.348633
	Iteration 19Q: 3 clusters Score -7625864 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -7625896.500000 Penalty: 5371.348633
	Iteration 20F: 3 clusters Score -7625896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -7625916.000000 Penalty: 5371.348633
	Iteration 21Q: 3 clusters Score -7625916 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -7625956.500000 Penalty: 5371.348633
	Iteration 22Q: 3 clusters Score -7625956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -7625978.500000 Penalty: 5371.348633
	Iteration 23Q: 3 clusters Score -7625978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -7625989.500000 Penalty: 5371.348633
	Iteration 24Q: 3 clusters Score -7625990 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7626007.000000 Penalty: 5371.348633
	Iteration 25Q: 3 clusters Score -7626007 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -7626075.000000 Penalty: 5371.348633
	Iteration 26Q: 3 clusters Score -7626075 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -7626106.500000 Penalty: 5371.348633
	Iteration 27Q: 3 clusters Score -7626106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -7626112.500000 Penalty: 5371.348633
	Iteration 28Q: 3 clusters Score -7626112 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -7626125.000000 Penalty: 5371.348633
	Iteration 29Q: 3 clusters Score -7626125 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7626148.500000 Penalty: 5371.348633
	Iteration 30Q: 3 clusters Score -7626148 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -7626216.500000 Penalty: 5371.348633
	Iteration 31Q: 3 clusters Score -7626216 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7626246.000000 Penalty: 5371.348633
	Iteration 32Q: 3 clusters Score -7626246 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -7626304.000000 Penalty: 5371.348633
	Iteration 33Q: 3 clusters Score -7626304 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7626420.500000 Penalty: 5371.348633
	Iteration 34Q: 3 clusters Score -7626420 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -7626530.500000 Penalty: 5371.348633
	Iteration 35Q: 3 clusters Score -7626530 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -7626691.500000 Penalty: 5371.348633
	Iteration 36Q: 3 clusters Score -7626692 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7626974.000000 Penalty: 5371.348633
	Iteration 37Q: 3 clusters Score -7626974 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -7627360.000000 Penalty: 5371.348633
	Iteration 38Q: 3 clusters Score -7627360 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -7628051.000000 Penalty: 5371.348633
	Iteration 39Q: 3 clusters Score -7628051 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -7629068.500000 Penalty: 5371.348633
	Iteration 40F: 3 clusters Score -7629068 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -7630424.000000 Penalty: 5371.348633
	Iteration 41Q: 3 clusters Score -7630424 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -7632014.500000 Penalty: 5371.348633
	Iteration 42Q: 3 clusters Score -7632014 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -7633034.000000 Penalty: 5371.348633
	Iteration 43Q: 3 clusters Score -7633034 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7633512.000000 Penalty: 5371.348633
	Iteration 44Q: 3 clusters Score -7633512 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7633782.500000 Penalty: 5371.348633
	Iteration 45Q: 3 clusters Score -7633782 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -7633881.500000 Penalty: 5371.348633
	Iteration 46Q: 3 clusters Score -7633882 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7633958.000000 Penalty: 5371.348633
	Iteration 47Q: 3 clusters Score -7633958 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -7634020.500000 Penalty: 5371.348633
	Iteration 48Q: 3 clusters Score -7634020 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -7634091.000000 Penalty: 5371.348633
	Iteration 49Q: 3 clusters Score -7634091 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7634130.500000 Penalty: 5371.348633
	Iteration 50Q: 3 clusters Score -7634130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7634167.500000 Penalty: 5371.348633
	Iteration 51Q: 3 clusters Score -7634168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -7634201.500000 Penalty: 5371.348633
	Iteration 52Q: 3 clusters Score -7634202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7634201.500000 Penalty: 5371.348633
	Iteration 53Q: 3 clusters Score -7634202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7634218.500000 Penalty: 5371.348633
	Iteration 54Q: 3 clusters Score -7634218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7634214.000000 Penalty: 5371.348633
	Iteration 55Q: 3 clusters Score -7634214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7634199.500000 Penalty: 5371.348633
	Iteration 56Q: 3 clusters Score -7634200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -7634209.500000 Penalty: 5371.348633
	Iteration 57Q: 3 clusters Score -7634210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7634209.000000 Penalty: 5371.348633
	Iteration 58Q: 3 clusters Score -7634209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7634221.500000 Penalty: 5371.348633
	Iteration 59Q: 3 clusters Score -7634222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -7634220.500000 Penalty: 5371.348633
	Iteration 60F: 3 clusters Score -7634220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7634223.500000 Penalty: 5371.348633
	Iteration 61Q: 3 clusters Score -7634224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -7634237.500000 Penalty: 5371.348633
	Iteration 62Q: 3 clusters Score -7634238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -7634239.500000 Penalty: 5371.348633
	Iteration 63Q: 3 clusters Score -7634240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -7634245.000000 Penalty: 5371.348633
	Iteration 64Q: 3 clusters Score -7634245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7634261.000000 Penalty: 5371.348633
	Iteration 65Q: 3 clusters Score -7634261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -7634267.000000 Penalty: 5371.348633
	Iteration 66Q: 3 clusters Score -7634267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -7634258.000000 Penalty: 5371.348633
	Iteration 67Q: 3 clusters Score -7634258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -7634259.000000 Penalty: 5371.348633
	Iteration 68Q: 3 clusters Score -7634259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7634256.500000 Penalty: 5371.348633
	Iteration 69Q: 3 clusters Score -7634256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7634256.500000 Penalty: 5371.348633
	Iteration 70F: 3 clusters Score -7634256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 52996 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 1205 members 
Mstep: Class 30 contains 40838 members 
Entering Unmasked Estep 
Score: -70253192.000000 Penalty: 97184.296875
Splitting cluster 15 changes total score from -70232160.000000 to -70253192.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (52996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Entering Unmasked Estep 
Score: -8099599.000000 Penalty: 2697.737061
	Iteration 0F: 2 clusters Score -8099599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8064015.000000 Penalty: 5395.474121
	Iteration 0F: 3 clusters Score -8064015 nChanged 24390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -8077365.500000 Penalty: 5395.474121
	Iteration 1F: 3 clusters Score -8077366 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -8077939.000000 Penalty: 5395.474121
	Iteration 2Q: 3 clusters Score -8077939 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -8078498.500000 Penalty: 5395.474121
	Iteration 3Q: 3 clusters Score -8078498 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -8079176.500000 Penalty: 5395.474121
	Iteration 4Q: 3 clusters Score -8079176 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8080094.500000 Penalty: 5395.474121
	Iteration 5Q: 3 clusters Score -8080094 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -8081336.500000 Penalty: 5395.474121
	Iteration 6Q: 3 clusters Score -8081336 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -8082712.000000 Penalty: 5395.474121
	Iteration 7Q: 3 clusters Score -8082712 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -8084064.000000 Penalty: 5395.474121
	Iteration 8Q: 3 clusters Score -8084064 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -8085130.500000 Penalty: 5395.474121
	Iteration 9Q: 3 clusters Score -8085130 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -8086328.500000 Penalty: 5395.474121
	Iteration 10Q: 3 clusters Score -8086328 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -8087514.500000 Penalty: 5395.474121
	Iteration 11Q: 3 clusters Score -8087514 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -8088718.000000 Penalty: 5395.474121
	Iteration 12Q: 3 clusters Score -8088718 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8089754.500000 Penalty: 5395.474121
	Iteration 13Q: 3 clusters Score -8089754 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -8090599.500000 Penalty: 5395.474121
	Iteration 14Q: 3 clusters Score -8090600 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -8091286.000000 Penalty: 5395.474121
	Iteration 15Q: 3 clusters Score -8091286 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -8091750.000000 Penalty: 5395.474121
	Iteration 16Q: 3 clusters Score -8091750 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -8092119.000000 Penalty: 5395.474121
	Iteration 17Q: 3 clusters Score -8092119 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -8092407.500000 Penalty: 5395.474121
	Iteration 18Q: 3 clusters Score -8092408 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -8092706.000000 Penalty: 5395.474121
	Iteration 19Q: 3 clusters Score -8092706 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -8092953.000000 Penalty: 5395.474121
	Iteration 20F: 3 clusters Score -8092953 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -8093231.000000 Penalty: 5395.474121
	Iteration 21Q: 3 clusters Score -8093231 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -8093580.000000 Penalty: 5395.474121
	Iteration 22Q: 3 clusters Score -8093580 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -8093953.500000 Penalty: 5395.474121
	Iteration 23Q: 3 clusters Score -8093954 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -8094341.000000 Penalty: 5395.474121
	Iteration 24Q: 3 clusters Score -8094341 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -8094752.000000 Penalty: 5395.474121
	Iteration 25Q: 3 clusters Score -8094752 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -8095223.500000 Penalty: 5395.474121
	Iteration 26Q: 3 clusters Score -8095224 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -8095826.000000 Penalty: 5395.474121
	Iteration 27Q: 3 clusters Score -8095826 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -8096497.500000 Penalty: 5395.474121
	Iteration 28Q: 3 clusters Score -8096498 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8097150.000000 Penalty: 5395.474121
	Iteration 29Q: 3 clusters Score -8097150 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8097861.000000 Penalty: 5395.474121
	Iteration 30Q: 3 clusters Score -8097861 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8098465.500000 Penalty: 5395.474121
	Iteration 31Q: 3 clusters Score -8098466 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8099029.500000 Penalty: 5395.474121
	Iteration 32Q: 3 clusters Score -8099030 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8099480.000000 Penalty: 5395.474121
	Iteration 33Q: 3 clusters Score -8099480 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -8099885.500000 Penalty: 5395.474121
	Iteration 34Q: 3 clusters Score -8099886 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8100131.000000 Penalty: 5395.474121
	Iteration 35Q: 3 clusters Score -8100131 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8100308.500000 Penalty: 5395.474121
	Iteration 36Q: 3 clusters Score -8100308 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -8100403.000000 Penalty: 5395.474121
	Iteration 37Q: 3 clusters Score -8100403 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -8100468.500000 Penalty: 5395.474121
	Iteration 38Q: 3 clusters Score -8100468 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8100505.500000 Penalty: 5395.474121
	Iteration 39Q: 3 clusters Score -8100506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -8100553.000000 Penalty: 5395.474121
	Iteration 40F: 3 clusters Score -8100553 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -8100597.500000 Penalty: 5395.474121
	Iteration 41Q: 3 clusters Score -8100598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -8100630.000000 Penalty: 5395.474121
	Iteration 42Q: 3 clusters Score -8100630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -8100635.000000 Penalty: 5395.474121
	Iteration 43Q: 3 clusters Score -8100635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -8100646.000000 Penalty: 5395.474121
	Iteration 44Q: 3 clusters Score -8100646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -8100646.500000 Penalty: 5395.474121
	Iteration 45Q: 3 clusters Score -8100646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -8100637.000000 Penalty: 5395.474121
	Iteration 46Q: 3 clusters Score -8100637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -8100654.000000 Penalty: 5395.474121
	Iteration 47Q: 3 clusters Score -8100654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -8100656.500000 Penalty: 5395.474121
	Iteration 48Q: 3 clusters Score -8100656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -8100649.500000 Penalty: 5395.474121
	Iteration 49Q: 3 clusters Score -8100650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -8100641.500000 Penalty: 5395.474121
	Iteration 50Q: 3 clusters Score -8100642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -8100644.500000 Penalty: 5395.474121
	Iteration 51Q: 3 clusters Score -8100644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -8100652.000000 Penalty: 5395.474121
	Iteration 52Q: 3 clusters Score -8100652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -8100655.500000 Penalty: 5395.474121
	Iteration 53Q: 3 clusters Score -8100656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -8100655.500000 Penalty: 5395.474121
	Iteration 54Q: 3 clusters Score -8100656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -8100660.500000 Penalty: 5395.474121
	Iteration 55Q: 3 clusters Score -8100660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -8100661.000000 Penalty: 5395.474121
	Iteration 56Q: 3 clusters Score -8100661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -8100661.000000 Penalty: 5395.474121
	Iteration 57F: 3 clusters Score -8100661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 5318 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 1205 members 
Mstep: Class 30 contains 40838 members 
Mstep: Class 31 contains 47678 members 
Entering Unmasked Estep 
Score: -70253336.000000 Penalty: 100423.773438
Splitting cluster 16 changes total score from -70232160.000000 to -70253336.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -110819.796875 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -110819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109251.687500 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -109251.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110340.773438 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -110340.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112210.382812 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -112210.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -113598.789062 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -113598.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -114581.726562 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -114581.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -115659.101562 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -115659.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115984.546875 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -115984.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116042.750000 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -116042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -116051.039062 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -116051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -116052.789062 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -116052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -116054.710938 Penalty: 3453.742188
	Iteration 10F: 3 clusters Score -116054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116084.976562 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -116085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116084.976562 Penalty: 3453.742188
	Iteration 12F: 3 clusters Score -116085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 5318 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 1205 members 
Mstep: Class 30 contains 40838 members 
Mstep: Class 31 contains 47678 members 
Mstep: Class 32 contains 334 members 
Entering Unmasked Estep 
Score: -70257008.000000 Penalty: 103663.250000
Splitting cluster 17 changes total score from -70232160.000000 to -70257008.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (177897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177897 members 
Entering Unmasked Estep 
Score: -27156222.000000 Penalty: 2998.062012
	Iteration 0F: 2 clusters Score -2.715622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -27042244.000000 Penalty: 5996.124023
	Iteration 0F: 3 clusters Score -2.704224e+07 nChanged 85550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95219 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -27093440.000000 Penalty: 5996.124023
	Iteration 1F: 3 clusters Score -2.709344e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -27095494.000000 Penalty: 5996.124023
	Iteration 2Q: 3 clusters Score -2.709549e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -27098266.000000 Penalty: 5996.124023
	Iteration 3Q: 3 clusters Score -2.709827e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -27102816.000000 Penalty: 5996.124023
	Iteration 4F: 3 clusters Score -2.710282e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -27109758.000000 Penalty: 5996.124023
	Iteration 5F: 3 clusters Score -2.710976e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -27119404.000000 Penalty: 5996.124023
	Iteration 6F: 3 clusters Score -2.71194e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -27129806.000000 Penalty: 5996.124023
	Iteration 7F: 3 clusters Score -2.712981e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -27138798.000000 Penalty: 5996.124023
	Iteration 8F: 3 clusters Score -2.71388e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -27145242.000000 Penalty: 5996.124023
	Iteration 9Q: 3 clusters Score -2.714524e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -27148924.000000 Penalty: 5996.124023
	Iteration 10Q: 3 clusters Score -2.714892e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173070 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -27151056.000000 Penalty: 5996.124023
	Iteration 11Q: 3 clusters Score -2.715106e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174961 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -27152228.000000 Penalty: 5996.124023
	Iteration 12Q: 3 clusters Score -2.715223e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176016 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -27152870.000000 Penalty: 5996.124023
	Iteration 13Q: 3 clusters Score -2.715287e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176552 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27153148.000000 Penalty: 5996.124023
	Iteration 14Q: 3 clusters Score -2.715315e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -27153322.000000 Penalty: 5996.124023
	Iteration 15Q: 3 clusters Score -2.715332e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176998 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -27153470.000000 Penalty: 5996.124023
	Iteration 16Q: 3 clusters Score -2.715347e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -27153506.000000 Penalty: 5996.124023
	Iteration 17Q: 3 clusters Score -2.715351e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177156 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -27153560.000000 Penalty: 5996.124023
	Iteration 18Q: 3 clusters Score -2.715356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177194 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -27153582.000000 Penalty: 5996.124023
	Iteration 19Q: 3 clusters Score -2.715358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177214 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -27153628.000000 Penalty: 5996.124023
	Iteration 20F: 3 clusters Score -2.715363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -27153644.000000 Penalty: 5996.124023
	Iteration 21Q: 3 clusters Score -2.715364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177245 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -27153660.000000 Penalty: 5996.124023
	Iteration 22Q: 3 clusters Score -2.715366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27153640.000000 Penalty: 5996.124023
	Iteration 23Q: 3 clusters Score -2.715364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177269 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -27153624.000000 Penalty: 5996.124023
	Iteration 24Q: 3 clusters Score -2.715362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177278 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -27153644.000000 Penalty: 5996.124023
	Iteration 25Q: 3 clusters Score -2.715364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177291 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -27153668.000000 Penalty: 5996.124023
	Iteration 26Q: 3 clusters Score -2.715367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177292 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -27153666.000000 Penalty: 5996.124023
	Iteration 27Q: 3 clusters Score -2.715367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177297 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -27153652.000000 Penalty: 5996.124023
	Iteration 28Q: 3 clusters Score -2.715365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -27153670.000000 Penalty: 5996.124023
	Iteration 29Q: 3 clusters Score -2.715367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -27153690.000000 Penalty: 5996.124023
	Iteration 30Q: 3 clusters Score -2.715369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -27153684.000000 Penalty: 5996.124023
	Iteration 31Q: 3 clusters Score -2.715368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177321 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -27153708.000000 Penalty: 5996.124023
	Iteration 32Q: 3 clusters Score -2.715371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -27153718.000000 Penalty: 5996.124023
	Iteration 33Q: 3 clusters Score -2.715372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177328 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -27153708.000000 Penalty: 5996.124023
	Iteration 34Q: 3 clusters Score -2.715371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177330 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -27153702.000000 Penalty: 5996.124023
	Iteration 35Q: 3 clusters Score -2.71537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -27153712.000000 Penalty: 5996.124023
	Iteration 36Q: 3 clusters Score -2.715371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -27153712.000000 Penalty: 5996.124023
	Iteration 37F: 3 clusters Score -2.715371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -547898.937500 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -547898.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -544359.375000 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -544359.4 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -547374.812500 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -547374.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -550266.687500 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -550266.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -551096.250000 Penalty: 4097.973145
	Iteration 3F: 3 clusters Score -551096.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -551311.062500 Penalty: 4097.973145
	Iteration 4Q: 3 clusters Score -551311.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -551386.437500 Penalty: 4097.973145
	Iteration 5Q: 3 clusters Score -551386.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -551468.312500 Penalty: 4097.973145
	Iteration 6Q: 3 clusters Score -551468.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -551534.875000 Penalty: 4097.973145
	Iteration 7Q: 3 clusters Score -551534.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -551584.625000 Penalty: 4097.973145
	Iteration 8Q: 3 clusters Score -551584.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -551623.375000 Penalty: 4097.973145
	Iteration 9Q: 3 clusters Score -551623.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -551660.312500 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -551660.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -551688.000000 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -551688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -551724.000000 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -551724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -551783.687500 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -551783.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -551815.250000 Penalty: 4097.973145
	Iteration 14Q: 3 clusters Score -551815.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -551845.250000 Penalty: 4097.973145
	Iteration 15Q: 3 clusters Score -551845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -551876.375000 Penalty: 4097.973145
	Iteration 16Q: 3 clusters Score -551876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -551903.250000 Penalty: 4097.973145
	Iteration 17Q: 3 clusters Score -551903.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -551929.812500 Penalty: 4097.973145
	Iteration 18Q: 3 clusters Score -551929.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -551948.187500 Penalty: 4097.973145
	Iteration 19Q: 3 clusters Score -551948.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -551968.687500 Penalty: 4097.973145
	Iteration 20F: 3 clusters Score -551968.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -551987.750000 Penalty: 4097.973145
	Iteration 21Q: 3 clusters Score -551987.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -552006.750000 Penalty: 4097.973145
	Iteration 22Q: 3 clusters Score -552006.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -552021.937500 Penalty: 4097.973145
	Iteration 23Q: 3 clusters Score -552021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -552036.000000 Penalty: 4097.973145
	Iteration 24Q: 3 clusters Score -552036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -552043.812500 Penalty: 4097.973145
	Iteration 25Q: 3 clusters Score -552043.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -552049.562500 Penalty: 4097.973145
	Iteration 26Q: 3 clusters Score -552049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -552057.312500 Penalty: 4097.973145
	Iteration 27Q: 3 clusters Score -552057.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -552070.062500 Penalty: 4097.973145
	Iteration 28Q: 3 clusters Score -552070.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -552078.937500 Penalty: 4097.973145
	Iteration 29Q: 3 clusters Score -552078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -552085.687500 Penalty: 4097.973145
	Iteration 30Q: 3 clusters Score -552085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -552088.812500 Penalty: 4097.973145
	Iteration 31Q: 3 clusters Score -552088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -552090.625000 Penalty: 4097.973145
	Iteration 32Q: 3 clusters Score -552090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -552091.437500 Penalty: 4097.973145
	Iteration 33Q: 3 clusters Score -552091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -552090.750000 Penalty: 4097.973145
	Iteration 34Q: 3 clusters Score -552090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -552090.750000 Penalty: 4097.973145
	Iteration 35F: 3 clusters Score -552090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 5318 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 1205 members 
Mstep: Class 30 contains 40838 members 
Mstep: Class 31 contains 47678 members 
Mstep: Class 32 contains 334 members 
Mstep: Class 33 contains 2128 members 
Entering Unmasked Estep 
Score: -70260000.000000 Penalty: 106902.726562
Splitting cluster 20 changes total score from -70232160.000000 to -70260000.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -268214.562500 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -268214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -265687.906250 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -265687.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -266234.156250 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -266234.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -266619.781250 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -266619.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -267229.250000 Penalty: 3739.621094
	Iteration 3F: 3 clusters Score -267229.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -267590.250000 Penalty: 3739.621094
	Iteration 4F: 3 clusters Score -267590.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -267774.906250 Penalty: 3739.621094
	Iteration 5F: 3 clusters Score -267774.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -267888.156250 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -267888.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -267974.031250 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -267974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -268019.218750 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -268019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -268047.750000 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -268047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -268055.562500 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -268055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -268058.093750 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -268058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -268059.562500 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -268059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -268065.125000 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -268065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -268069.500000 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -268069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -268073.843750 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -268073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -268078.562500 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -268078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -268080.812500 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -268080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -268082.750000 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -268082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -268084.218750 Penalty: 3739.621094
	Iteration 19Q: 3 clusters Score -268084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -268086.125000 Penalty: 3739.621094
	Iteration 20F: 3 clusters Score -268086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -158248.437500 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -158248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -156455.203125 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -156455.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157955.593750 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -157955.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -159471.937500 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -159471.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160480.093750 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -160480.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -160749.875000 Penalty: 3585.280518
	Iteration 4Q: 3 clusters Score -160749.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160877.312500 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -160877.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -160932.578125 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -160932.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -160965.312500 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -160965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -160987.906250 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -160987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -160992.687500 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -160992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -161048.437500 Penalty: 3585.280518
	Iteration 10F: 3 clusters Score -161048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -161173.625000 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -161173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -161214.937500 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -161214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161254.078125 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -161254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -161279.640625 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -161279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -161369.718750 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -161369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -161401.859375 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -161401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -161435.062500 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -161435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161459.390625 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -161459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161478.328125 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -161478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161485.531250 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -161485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161488.531250 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -161488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161489.921875 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -161489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -161490.843750 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -161490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161491.578125 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -161491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161491.984375 Penalty: 3585.280518
	Iteration 25Q: 3 clusters Score -161492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161491.984375 Penalty: 3585.280518
	Iteration 26F: 3 clusters Score -161492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 5318 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 71 members 
Mstep: Class 27 contains 25722 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 1205 members 
Mstep: Class 30 contains 40838 members 
Mstep: Class 31 contains 47678 members 
Mstep: Class 32 contains 334 members 
Mstep: Class 33 contains 2128 members 
Mstep: Class 34 contains 920 members 
Entering Unmasked Estep 
Score: -70261792.000000 Penalty: 110142.203125
Splitting cluster 22 changes total score from -70232160.000000 to -70261792.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 10342 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 106929 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 5318 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 177897 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 1904.338379 but Gain 3239.476562
Score: -70270000.000000 Penalty: 106902.726562
Iteration 39Q: 34 clusters Score -7.027e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 11156 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 624 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 1429 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 106169 members 
Mstep: Class 15 contains 9632 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 179049 members 
Mstep: Class 19 contains 4465 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 1208 members 
Mstep: Class 27 contains 25446 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 1189 members 
Mstep: Class 30 contains 40006 members 
Mstep: Class 31 contains 46233 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 1930 members 
Mstep: Class 34 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70277344.000000 Penalty: 106902.726562
Iteration 40F: 34 clusters Score -7.027734e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 562 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 226 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 104922 members 
Mstep: Class 15 contains 9650 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 847 members 
Mstep: Class 18 contains 178169 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 2075 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 467 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 2250 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 27 contains 26202 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1186 members 
Mstep: Class 30 contains 40225 members 
Mstep: Class 31 contains 45879 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 1886 members 
Mstep: Class 34 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70281872.000000 Penalty: 106902.726562
Iteration 41Q: 34 clusters Score -7.028187e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 11410 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 7044 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 177802 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 1460 members 
Mstep: Class 27 contains 26698 members 
Mstep: Class 28 contains 2273 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 40214 members 
Mstep: Class 31 contains 45594 members 
Mstep: Class 32 contains 335 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70284216.000000 Penalty: 106902.726562
Iteration 42Q: 34 clusters Score -7.028422e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 781 members 
Mstep: Class 4 contains 11451 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 3215 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 1773 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 103002 members 
Mstep: Class 15 contains 9751 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 177688 members 
Mstep: Class 19 contains 5122 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 2272 members 
Mstep: Class 25 contains 1499 members 
Mstep: Class 27 contains 27036 members 
Mstep: Class 28 contains 2279 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 40179 members 
Mstep: Class 31 contains 45430 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70285864.000000 Penalty: 106902.726562
Iteration 43Q: 34 clusters Score -7.028586e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 11521 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 102110 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 177741 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 474 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 1523 members 
Mstep: Class 27 contains 27269 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 40111 members 
Mstep: Class 31 contains 45291 members 
Mstep: Class 32 contains 312 members 
Mstep: Class 33 contains 1855 members 
Mstep: Class 34 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287112.000000 Penalty: 106902.726562
Iteration 44Q: 34 clusters Score -7.028711e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 101287 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 8067 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 177826 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1520 members 
Mstep: Class 27 contains 27479 members 
Mstep: Class 28 contains 2279 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 40063 members 
Mstep: Class 31 contains 45196 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 1858 members 
Mstep: Class 34 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287312.000000 Penalty: 106902.726562
Iteration 45Q: 34 clusters Score -7.028731e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1664 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 100533 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 177942 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1521 members 
Mstep: Class 27 contains 27653 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 40031 members 
Mstep: Class 31 contains 45132 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 1856 members 
Mstep: Class 34 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287672.000000 Penalty: 106902.726562
Iteration 46Q: 34 clusters Score -7.028767e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 11664 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 11550 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1672 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 99776 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 178108 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1526 members 
Mstep: Class 27 contains 27799 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 40003 members 
Mstep: Class 31 contains 45091 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287848.000000 Penalty: 106902.726562
Iteration 47Q: 34 clusters Score -7.028785e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 99028 members 
Mstep: Class 15 contains 9927 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 178350 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 27 contains 27919 members 
Mstep: Class 28 contains 2278 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39978 members 
Mstep: Class 31 contains 45046 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 1847 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288080.000000 Penalty: 106902.726562
Iteration 48Q: 34 clusters Score -7.028808e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 11727 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 11568 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 98289 members 
Mstep: Class 15 contains 9945 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 178639 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1541 members 
Mstep: Class 27 contains 28024 members 
Mstep: Class 28 contains 2273 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39958 members 
Mstep: Class 31 contains 45008 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 1851 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288304.000000 Penalty: 106902.726562
Iteration 49Q: 34 clusters Score -7.02883e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 11747 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 97617 members 
Mstep: Class 15 contains 9955 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 178939 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 27 contains 28113 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 44972 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 1845 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288528.000000 Penalty: 106902.726562
Iteration 50Q: 34 clusters Score -7.028853e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 4994 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 96945 members 
Mstep: Class 15 contains 9964 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 179234 members 
Mstep: Class 19 contains 5262 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 27 contains 28196 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39907 members 
Mstep: Class 31 contains 44950 members 
Mstep: Class 32 contains 315 members 
Mstep: Class 33 contains 1846 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288632.000000 Penalty: 106902.726562
Iteration 51Q: 34 clusters Score -7.028863e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 96282 members 
Mstep: Class 15 contains 9974 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 179524 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1564 members 
Mstep: Class 27 contains 28276 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39863 members 
Mstep: Class 31 contains 44930 members 
Mstep: Class 32 contains 316 members 
Mstep: Class 33 contains 1845 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288592.000000 Penalty: 106902.726562
Iteration 52Q: 34 clusters Score -7.028859e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11554 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 95675 members 
Mstep: Class 15 contains 9983 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 179767 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1570 members 
Mstep: Class 27 contains 28353 members 
Mstep: Class 28 contains 2246 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39832 members 
Mstep: Class 31 contains 44911 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 1845 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288840.000000 Penalty: 106902.726562
Iteration 53Q: 34 clusters Score -7.028884e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1608 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11845 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 95102 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 179999 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1575 members 
Mstep: Class 27 contains 28434 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39798 members 
Mstep: Class 31 contains 44905 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 1846 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288864.000000 Penalty: 106902.726562
Iteration 54Q: 34 clusters Score -7.028886e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11554 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 94504 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 180257 members 
Mstep: Class 19 contains 5267 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 27 contains 28516 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39772 members 
Mstep: Class 31 contains 44908 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 1846 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288952.000000 Penalty: 106902.726562
Iteration 55Q: 34 clusters Score -7.028895e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11871 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 6041 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1707 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 93923 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 180535 members 
Mstep: Class 19 contains 5265 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1592 members 
Mstep: Class 27 contains 28605 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39736 members 
Mstep: Class 31 contains 44913 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 1845 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288888.000000 Penalty: 106902.726562
Iteration 56Q: 34 clusters Score -7.028889e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11887 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 6244 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 93365 members 
Mstep: Class 15 contains 10007 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 180802 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1598 members 
Mstep: Class 27 contains 28687 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39677 members 
Mstep: Class 31 contains 44912 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 1844 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70289000.000000 Penalty: 106902.726562
Iteration 57Q: 34 clusters Score -7.0289e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 92820 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 9413 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 181085 members 
Mstep: Class 19 contains 5277 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1608 members 
Mstep: Class 27 contains 28759 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39635 members 
Mstep: Class 31 contains 44889 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 1841 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70288840.000000 Penalty: 106902.726562
Iteration 58Q: 34 clusters Score -7.028884e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11918 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 92264 members 
Mstep: Class 15 contains 10010 members 
Mstep: Class 16 contains 9428 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 181379 members 
Mstep: Class 19 contains 5279 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 27 contains 28809 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39589 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70289016.000000 Penalty: 106902.726562
Iteration 59Q: 34 clusters Score -7.028902e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 91765 members 
Mstep: Class 15 contains 10011 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 181638 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1634 members 
Mstep: Class 27 contains 28864 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39530 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 1838 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70290240.000000 Penalty: 106902.726562
Iteration 60F: 34 clusters Score -7.029024e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 527 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 91306 members 
Mstep: Class 15 contains 10012 members 
Mstep: Class 16 contains 9474 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 181885 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1659 members 
Mstep: Class 27 contains 28912 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39465 members 
Mstep: Class 31 contains 44888 members 
Mstep: Class 32 contains 333 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291592.000000 Penalty: 106902.726562
Iteration 61Q: 34 clusters Score -7.029159e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 11554 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 90863 members 
Mstep: Class 15 contains 10015 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 182116 members 
Mstep: Class 19 contains 5272 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 460 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 27 contains 28957 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39416 members 
Mstep: Class 31 contains 44892 members 
Mstep: Class 32 contains 327 members 
Mstep: Class 33 contains 1862 members 
Mstep: Class 34 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291824.000000 Penalty: 106902.726562
Iteration 62Q: 34 clusters Score -7.029182e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 492 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 90419 members 
Mstep: Class 15 contains 10019 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 182371 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 459 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 27 contains 28994 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39367 members 
Mstep: Class 31 contains 44884 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1870 members 
Mstep: Class 34 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291560.000000 Penalty: 106902.726562
Iteration 63Q: 34 clusters Score -7.029156e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 678 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 492 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 7571 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 89976 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 9521 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 182637 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 383 members 
Mstep: Class 23 contains 460 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 27 contains 29028 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39314 members 
Mstep: Class 31 contains 44879 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 1869 members 
Mstep: Class 34 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291632.000000 Penalty: 106902.726562
Iteration 64Q: 34 clusters Score -7.029163e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 679 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 492 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 7725 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 89527 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 9542 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 182918 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 27 contains 29056 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39263 members 
Mstep: Class 31 contains 44882 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 1870 members 
Mstep: Class 34 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291632.000000 Penalty: 106902.726562
Iteration 65Q: 34 clusters Score -7.029163e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 89105 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 183187 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 27 contains 29087 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39192 members 
Mstep: Class 31 contains 44881 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291720.000000 Penalty: 106902.726562
Iteration 66Q: 34 clusters Score -7.029172e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 679 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8042 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 88683 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 9578 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 183465 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1719 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39127 members 
Mstep: Class 31 contains 44873 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291632.000000 Penalty: 106902.726562
Iteration 67Q: 34 clusters Score -7.029163e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 678 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8180 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 88245 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 9607 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 183732 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1723 members 
Mstep: Class 27 contains 29166 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39075 members 
Mstep: Class 31 contains 44871 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291472.000000 Penalty: 106902.726562
Iteration 68Q: 34 clusters Score -7.029147e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 87807 members 
Mstep: Class 15 contains 10037 members 
Mstep: Class 16 contains 9627 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 184040 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 27 contains 29198 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 39030 members 
Mstep: Class 31 contains 44869 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1872 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291344.000000 Penalty: 106902.726562
Iteration 69Q: 34 clusters Score -7.029134e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 87346 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 184378 members 
Mstep: Class 19 contains 5283 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1736 members 
Mstep: Class 27 contains 29229 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38989 members 
Mstep: Class 31 contains 44867 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1871 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291216.000000 Penalty: 106902.726562
Iteration 70Q: 34 clusters Score -7.029122e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8470 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 86886 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 184728 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 27 contains 29260 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38954 members 
Mstep: Class 31 contains 44871 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1872 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291288.000000 Penalty: 106902.726562
Iteration 71Q: 34 clusters Score -7.029129e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 11986 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8556 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 86460 members 
Mstep: Class 15 contains 10045 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 185047 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 27 contains 29298 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38920 members 
Mstep: Class 31 contains 44879 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1873 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291360.000000 Penalty: 106902.726562
Iteration 72Q: 34 clusters Score -7.029136e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 86050 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 185337 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 1752 members 
Mstep: Class 27 contains 29340 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38892 members 
Mstep: Class 31 contains 44885 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1871 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291448.000000 Penalty: 106902.726562
Iteration 73Q: 34 clusters Score -7.029145e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 85570 members 
Mstep: Class 15 contains 10050 members 
Mstep: Class 16 contains 9689 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 185685 members 
Mstep: Class 19 contains 5270 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1758 members 
Mstep: Class 27 contains 29380 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38854 members 
Mstep: Class 31 contains 44901 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1871 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291504.000000 Penalty: 106902.726562
Iteration 74Q: 34 clusters Score -7.02915e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 8840 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 85119 members 
Mstep: Class 15 contains 10053 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 186010 members 
Mstep: Class 19 contains 5264 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1760 members 
Mstep: Class 27 contains 29432 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38815 members 
Mstep: Class 31 contains 44898 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1872 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291424.000000 Penalty: 106902.726562
Iteration 75Q: 34 clusters Score -7.029142e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 11999 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 84625 members 
Mstep: Class 15 contains 10054 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 186387 members 
Mstep: Class 19 contains 5266 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1761 members 
Mstep: Class 27 contains 29493 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38786 members 
Mstep: Class 31 contains 44889 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1871 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291328.000000 Penalty: 106902.726562
Iteration 76Q: 34 clusters Score -7.029133e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 8983 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 84116 members 
Mstep: Class 15 contains 10056 members 
Mstep: Class 16 contains 9735 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 186778 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 27 contains 29549 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38754 members 
Mstep: Class 31 contains 44889 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1872 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291272.000000 Penalty: 106902.726562
Iteration 77Q: 34 clusters Score -7.029127e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 83537 members 
Mstep: Class 15 contains 10060 members 
Mstep: Class 16 contains 9758 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 187214 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 27 contains 29615 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38706 members 
Mstep: Class 31 contains 44890 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1872 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70291264.000000 Penalty: 106902.726562
Iteration 78Q: 34 clusters Score -7.029126e+07 nChanged 1201
Entering ConstructFrom: 
Score: -70291264.000000 Penalty: 106902.726562
Entering ConstructFrom: 
Trying to split cluster 1 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -170572.687500 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -170572.7 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 615 members 
Entering Unmasked Estep 
Score: -168440.312500 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -168440.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -168806.015625 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -168806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169017.140625 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -169017.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169146.078125 Penalty: 3522.839844
	Iteration 3F: 3 clusters Score -169146.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -169250.781250 Penalty: 3522.839844
	Iteration 4F: 3 clusters Score -169250.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169323.828125 Penalty: 3522.839844
	Iteration 5Q: 3 clusters Score -169323.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -169411.703125 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -169411.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -169527.093750 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -169527.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169610.296875 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -169610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -169666.687500 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -169666.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169708.046875 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -169708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169723.171875 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -169723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -169735.078125 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -169735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -169735.953125 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -169736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169738.421875 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -169738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169739.062500 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -169739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -169742.671875 Penalty: 3522.839844
	Iteration 16Q: 3 clusters Score -169742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -169742.671875 Penalty: 3522.839844
	Iteration 17F: 3 clusters Score -169742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -215022.703125 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -215022.7 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 802 members 
Entering Unmasked Estep 
Score: -212761.046875 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -212761 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -213687.750000 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -213687.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -214276.453125 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -214276.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214709.203125 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -214709.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214927.359375 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -214927.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -215051.578125 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -215051.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215105.125000 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -215105.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -215137.187500 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -215137.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -215149.656250 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -215149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -215159.000000 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -215159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -215166.031250 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -215166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215171.515625 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -215171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -215176.171875 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -215176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -215177.671875 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -215177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -215177.671875 Penalty: 3664.303711
	Iteration 14F: 3 clusters Score -215177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 187667 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
Score: -70289824.000000 Penalty: 110142.203125
Splitting cluster 2 changes total score from -70291264.000000 to -70289824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -86294.187500 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -86294.19 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 331 members 
Entering Unmasked Estep 
Score: -84777.585938 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -84777.59 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85397.289062 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -85397.29 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85736.460938 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -85736.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -86071.648438 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -86071.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -86217.531250 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -86217.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -86380.109375 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -86380.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86473.078125 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -86473.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86519.640625 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -86519.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -86553.000000 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -86553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86573.234375 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -86573.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86585.039062 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -86585.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -86594.460938 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -86594.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86600.632812 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -86600.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86606.398438 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -86606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -86621.148438 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -86621.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86624.148438 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -86624.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -86631.656250 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -86631.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86634.890625 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -86634.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86639.218750 Penalty: 3229.825684
	Iteration 18F: 3 clusters Score -86639.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86651.242188 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -86651.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -86653.835938 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -86653.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -86658.921875 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -86658.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -86658.921875 Penalty: 3229.825684
	Iteration 22F: 3 clusters Score -86658.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 187667 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
Score: -70289896.000000 Penalty: 110142.203125
Splitting cluster 3 changes total score from -70291264.000000 to -70289896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Entering Unmasked Estep 
Score: -1740639.875000 Penalty: 2329.999268
	Iteration 0F: 2 clusters Score -1740640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1731640.250000 Penalty: 4659.998535
	Iteration 0F: 3 clusters Score -1731640 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1734381.875000 Penalty: 4659.998535
	Iteration 1F: 3 clusters Score -1734382 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1734819.500000 Penalty: 4659.998535
	Iteration 2F: 3 clusters Score -1734820 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1735332.250000 Penalty: 4659.998535
	Iteration 3F: 3 clusters Score -1735332 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1736042.875000 Penalty: 4659.998535
	Iteration 4F: 3 clusters Score -1736043 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1736876.750000 Penalty: 4659.998535
	Iteration 5F: 3 clusters Score -1736877 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1737676.125000 Penalty: 4659.998535
	Iteration 6F: 3 clusters Score -1737676 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1738366.500000 Penalty: 4659.998535
	Iteration 7F: 3 clusters Score -1738366 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1738812.000000 Penalty: 4659.998535
	Iteration 8F: 3 clusters Score -1738812 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1739046.250000 Penalty: 4659.998535
	Iteration 9Q: 3 clusters Score -1739046 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1739183.500000 Penalty: 4659.998535
	Iteration 10Q: 3 clusters Score -1739184 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1739304.375000 Penalty: 4659.998535
	Iteration 11Q: 3 clusters Score -1739304 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1739416.125000 Penalty: 4659.998535
	Iteration 12Q: 3 clusters Score -1739416 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1739523.500000 Penalty: 4659.998535
	Iteration 13Q: 3 clusters Score -1739524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1739607.250000 Penalty: 4659.998535
	Iteration 14Q: 3 clusters Score -1739607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1739671.125000 Penalty: 4659.998535
	Iteration 15Q: 3 clusters Score -1739671 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1739738.125000 Penalty: 4659.998535
	Iteration 16Q: 3 clusters Score -1739738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1739804.875000 Penalty: 4659.998535
	Iteration 17Q: 3 clusters Score -1739805 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1739880.250000 Penalty: 4659.998535
	Iteration 18Q: 3 clusters Score -1739880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1739949.625000 Penalty: 4659.998535
	Iteration 19Q: 3 clusters Score -1739950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1740007.000000 Penalty: 4659.998535
	Iteration 20F: 3 clusters Score -1740007 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1740061.250000 Penalty: 4659.998535
	Iteration 21Q: 3 clusters Score -1740061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1740117.000000 Penalty: 4659.998535
	Iteration 22Q: 3 clusters Score -1740117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1740167.000000 Penalty: 4659.998535
	Iteration 23Q: 3 clusters Score -1740167 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1740206.000000 Penalty: 4659.998535
	Iteration 24Q: 3 clusters Score -1740206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1740247.375000 Penalty: 4659.998535
	Iteration 25Q: 3 clusters Score -1740247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1740274.000000 Penalty: 4659.998535
	Iteration 26Q: 3 clusters Score -1740274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1740300.500000 Penalty: 4659.998535
	Iteration 27Q: 3 clusters Score -1740300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1740331.875000 Penalty: 4659.998535
	Iteration 28Q: 3 clusters Score -1740332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1740362.250000 Penalty: 4659.998535
	Iteration 29Q: 3 clusters Score -1740362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1740390.875000 Penalty: 4659.998535
	Iteration 30Q: 3 clusters Score -1740391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1740406.000000 Penalty: 4659.998535
	Iteration 31Q: 3 clusters Score -1740406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1740421.750000 Penalty: 4659.998535
	Iteration 32Q: 3 clusters Score -1740422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1740434.875000 Penalty: 4659.998535
	Iteration 33Q: 3 clusters Score -1740435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1740448.875000 Penalty: 4659.998535
	Iteration 34Q: 3 clusters Score -1740449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1740458.750000 Penalty: 4659.998535
	Iteration 35Q: 3 clusters Score -1740459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1740473.375000 Penalty: 4659.998535
	Iteration 36Q: 3 clusters Score -1740473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1740483.750000 Penalty: 4659.998535
	Iteration 37Q: 3 clusters Score -1740484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1740491.375000 Penalty: 4659.998535
	Iteration 38Q: 3 clusters Score -1740491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1740498.625000 Penalty: 4659.998535
	Iteration 39Q: 3 clusters Score -1740499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1740506.625000 Penalty: 4659.998535
	Iteration 40F: 3 clusters Score -1740507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1740515.875000 Penalty: 4659.998535
	Iteration 41Q: 3 clusters Score -1740516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1740525.625000 Penalty: 4659.998535
	Iteration 42Q: 3 clusters Score -1740526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1740534.000000 Penalty: 4659.998535
	Iteration 43Q: 3 clusters Score -1740534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1740539.500000 Penalty: 4659.998535
	Iteration 44Q: 3 clusters Score -1740540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1740540.625000 Penalty: 4659.998535
	Iteration 45Q: 3 clusters Score -1740541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1740545.250000 Penalty: 4659.998535
	Iteration 46Q: 3 clusters Score -1740545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1740554.500000 Penalty: 4659.998535
	Iteration 47Q: 3 clusters Score -1740554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1740554.000000 Penalty: 4659.998535
	Iteration 48Q: 3 clusters Score -1740554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1740558.000000 Penalty: 4659.998535
	Iteration 49Q: 3 clusters Score -1740558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1740562.375000 Penalty: 4659.998535
	Iteration 50Q: 3 clusters Score -1740562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1740564.500000 Penalty: 4659.998535
	Iteration 51Q: 3 clusters Score -1740564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1740565.750000 Penalty: 4659.998535
	Iteration 52Q: 3 clusters Score -1740566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1740564.500000 Penalty: 4659.998535
	Iteration 53Q: 3 clusters Score -1740564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1740565.000000 Penalty: 4659.998535
	Iteration 54Q: 3 clusters Score -1740565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1740563.750000 Penalty: 4659.998535
	Iteration 55Q: 3 clusters Score -1740564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1740565.125000 Penalty: 4659.998535
	Iteration 56Q: 3 clusters Score -1740565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1740566.875000 Penalty: 4659.998535
	Iteration 57Q: 3 clusters Score -1740567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1740565.000000 Penalty: 4659.998535
	Iteration 58Q: 3 clusters Score -1740565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1740567.500000 Penalty: 4659.998535
	Iteration 59Q: 3 clusters Score -1740568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1740568.000000 Penalty: 4659.998535
	Iteration 60F: 3 clusters Score -1740568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1740567.875000 Penalty: 4659.998535
	Iteration 61Q: 3 clusters Score -1740568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1740569.375000 Penalty: 4659.998535
	Iteration 62Q: 3 clusters Score -1740569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1740570.000000 Penalty: 4659.998535
	Iteration 63Q: 3 clusters Score -1740570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1740570.250000 Penalty: 4659.998535
	Iteration 64Q: 3 clusters Score -1740570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1740571.625000 Penalty: 4659.998535
	Iteration 65Q: 3 clusters Score -1740572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1740570.875000 Penalty: 4659.998535
	Iteration 66Q: 3 clusters Score -1740571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1740571.500000 Penalty: 4659.998535
	Iteration 67Q: 3 clusters Score -1740572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1740572.875000 Penalty: 4659.998535
	Iteration 68Q: 3 clusters Score -1740573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1740573.750000 Penalty: 4659.998535
	Iteration 69Q: 3 clusters Score -1740574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1740573.750000 Penalty: 4659.998535
	Iteration 70F: 3 clusters Score -1740574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34886.582031 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34886.58 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 130 members 
Entering Unmasked Estep 
Score: -33699.273438 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33699.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33784.582031 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33784.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33789.511719 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33789.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33789.511719 Penalty: 2742.596680
	Iteration 3F: 3 clusters Score -33789.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60324.968750 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60324.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58954.894531 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58954.89 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59224.941406 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59224.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59344.570312 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59344.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59461.476562 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -59461.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59532.996094 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59664.425781 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59664.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59753.132812 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59753.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59774.539062 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59774.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59797.683594 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59797.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59811.832031 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59811.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59820.503906 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -59820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59838.468750 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -59838.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59840.335938 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -59840.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59840.335938 Penalty: 3064.260254
	Iteration 13F: 3 clusters Score -59840.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Entering Unmasked Estep 
Score: -1740361.000000 Penalty: 2319.922852
	Iteration 0F: 2 clusters Score -1740361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1731706.125000 Penalty: 4639.845703
	Iteration 0F: 3 clusters Score -1731706 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1734386.375000 Penalty: 4639.845703
	Iteration 1F: 3 clusters Score -1734386 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1734657.000000 Penalty: 4639.845703
	Iteration 2F: 3 clusters Score -1734657 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1734819.625000 Penalty: 4639.845703
	Iteration 3Q: 3 clusters Score -1734820 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1734931.250000 Penalty: 4639.845703
	Iteration 4Q: 3 clusters Score -1734931 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1735036.250000 Penalty: 4639.845703
	Iteration 5Q: 3 clusters Score -1735036 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1735122.250000 Penalty: 4639.845703
	Iteration 6Q: 3 clusters Score -1735122 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1735220.500000 Penalty: 4639.845703
	Iteration 7Q: 3 clusters Score -1735220 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1735306.625000 Penalty: 4639.845703
	Iteration 8Q: 3 clusters Score -1735307 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1735403.625000 Penalty: 4639.845703
	Iteration 9Q: 3 clusters Score -1735404 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1735515.125000 Penalty: 4639.845703
	Iteration 10Q: 3 clusters Score -1735515 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1735626.375000 Penalty: 4639.845703
	Iteration 11Q: 3 clusters Score -1735626 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1735762.875000 Penalty: 4639.845703
	Iteration 12Q: 3 clusters Score -1735763 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1735916.000000 Penalty: 4639.845703
	Iteration 13Q: 3 clusters Score -1735916 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1736113.625000 Penalty: 4639.845703
	Iteration 14Q: 3 clusters Score -1736114 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1736313.625000 Penalty: 4639.845703
	Iteration 15Q: 3 clusters Score -1736314 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1736539.625000 Penalty: 4639.845703
	Iteration 16Q: 3 clusters Score -1736540 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1736789.875000 Penalty: 4639.845703
	Iteration 17Q: 3 clusters Score -1736790 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1737065.375000 Penalty: 4639.845703
	Iteration 18Q: 3 clusters Score -1737065 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1737363.500000 Penalty: 4639.845703
	Iteration 19Q: 3 clusters Score -1737364 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1737630.875000 Penalty: 4639.845703
	Iteration 20F: 3 clusters Score -1737631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1737878.625000 Penalty: 4639.845703
	Iteration 21Q: 3 clusters Score -1737879 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1738040.250000 Penalty: 4639.845703
	Iteration 22Q: 3 clusters Score -1738040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1738143.250000 Penalty: 4639.845703
	Iteration 23Q: 3 clusters Score -1738143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1738210.750000 Penalty: 4639.845703
	Iteration 24Q: 3 clusters Score -1738211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1738250.875000 Penalty: 4639.845703
	Iteration 25Q: 3 clusters Score -1738251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1738287.000000 Penalty: 4639.845703
	Iteration 26Q: 3 clusters Score -1738287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1738323.000000 Penalty: 4639.845703
	Iteration 27Q: 3 clusters Score -1738323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1738354.125000 Penalty: 4639.845703
	Iteration 28Q: 3 clusters Score -1738354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1738380.250000 Penalty: 4639.845703
	Iteration 29Q: 3 clusters Score -1738380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1738402.000000 Penalty: 4639.845703
	Iteration 30Q: 3 clusters Score -1738402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1738421.625000 Penalty: 4639.845703
	Iteration 31Q: 3 clusters Score -1738422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1738438.125000 Penalty: 4639.845703
	Iteration 32Q: 3 clusters Score -1738438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1738448.875000 Penalty: 4639.845703
	Iteration 33Q: 3 clusters Score -1738449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1738455.500000 Penalty: 4639.845703
	Iteration 34Q: 3 clusters Score -1738456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1738457.500000 Penalty: 4639.845703
	Iteration 35Q: 3 clusters Score -1738458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1738458.875000 Penalty: 4639.845703
	Iteration 36Q: 3 clusters Score -1738459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1738459.000000 Penalty: 4639.845703
	Iteration 37Q: 3 clusters Score -1738459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1738456.750000 Penalty: 4639.845703
	Iteration 38Q: 3 clusters Score -1738457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1738464.625000 Penalty: 4639.845703
	Iteration 39Q: 3 clusters Score -1738465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1738464.500000 Penalty: 4639.845703
	Iteration 40F: 3 clusters Score -1738464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1738463.625000 Penalty: 4639.845703
	Iteration 41Q: 3 clusters Score -1738464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1738463.625000 Penalty: 4639.845703
	Iteration 42F: 3 clusters Score -1738464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -349743.906250 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -349743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -346920.312500 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -346920.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -347445.562500 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -347445.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -347554.031250 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -347554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -347620.250000 Penalty: 3846.222656
	Iteration 3Q: 3 clusters Score -347620.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -347669.500000 Penalty: 3846.222656
	Iteration 4Q: 3 clusters Score -347669.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -347705.093750 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -347705.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -347731.968750 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -347732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -347755.812500 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -347755.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -347768.625000 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -347768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -347776.906250 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -347776.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -347780.625000 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -347780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -347788.000000 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -347788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -347796.062500 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -347796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -347798.156250 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -347798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -347798.687500 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -347798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -347801.437500 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -347801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -347803.468750 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -347803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -347803.531250 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -347803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -347803.937500 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -347803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -347803.937500 Penalty: 3846.222656
	Iteration 19F: 3 clusters Score -347803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -1397119.125000 Penalty: 2261.510010
	Iteration 0F: 2 clusters Score -1397119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1390113.500000 Penalty: 4523.020020
	Iteration 0F: 3 clusters Score -1390114 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1392295.625000 Penalty: 4523.020020
	Iteration 1F: 3 clusters Score -1392296 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1392859.250000 Penalty: 4523.020020
	Iteration 2F: 3 clusters Score -1392859 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1393442.125000 Penalty: 4523.020020
	Iteration 3F: 3 clusters Score -1393442 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1393995.875000 Penalty: 4523.020020
	Iteration 4F: 3 clusters Score -1393996 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1394442.625000 Penalty: 4523.020020
	Iteration 5F: 3 clusters Score -1394443 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1394819.250000 Penalty: 4523.020020
	Iteration 6F: 3 clusters Score -1394819 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1395177.625000 Penalty: 4523.020020
	Iteration 7F: 3 clusters Score -1395178 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1395527.500000 Penalty: 4523.020020
	Iteration 8Q: 3 clusters Score -1395528 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1395826.500000 Penalty: 4523.020020
	Iteration 9Q: 3 clusters Score -1395826 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1396051.375000 Penalty: 4523.020020
	Iteration 10Q: 3 clusters Score -1396051 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1396197.500000 Penalty: 4523.020020
	Iteration 11Q: 3 clusters Score -1396198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1396293.375000 Penalty: 4523.020020
	Iteration 12Q: 3 clusters Score -1396293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1396339.375000 Penalty: 4523.020020
	Iteration 13Q: 3 clusters Score -1396339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1396373.750000 Penalty: 4523.020020
	Iteration 14Q: 3 clusters Score -1396374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1396397.875000 Penalty: 4523.020020
	Iteration 15Q: 3 clusters Score -1396398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1396404.875000 Penalty: 4523.020020
	Iteration 16Q: 3 clusters Score -1396405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1396418.000000 Penalty: 4523.020020
	Iteration 17Q: 3 clusters Score -1396418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1396432.625000 Penalty: 4523.020020
	Iteration 18Q: 3 clusters Score -1396433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1396440.125000 Penalty: 4523.020020
	Iteration 19Q: 3 clusters Score -1396440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1396445.875000 Penalty: 4523.020020
	Iteration 20F: 3 clusters Score -1396446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1396449.125000 Penalty: 4523.020020
	Iteration 21Q: 3 clusters Score -1396449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1396453.750000 Penalty: 4523.020020
	Iteration 22Q: 3 clusters Score -1396454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1396456.375000 Penalty: 4523.020020
	Iteration 23Q: 3 clusters Score -1396456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1396462.125000 Penalty: 4523.020020
	Iteration 24Q: 3 clusters Score -1396462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1396466.375000 Penalty: 4523.020020
	Iteration 25Q: 3 clusters Score -1396466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1396476.375000 Penalty: 4523.020020
	Iteration 26Q: 3 clusters Score -1396476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1396482.125000 Penalty: 4523.020020
	Iteration 27Q: 3 clusters Score -1396482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1396486.625000 Penalty: 4523.020020
	Iteration 28Q: 3 clusters Score -1396487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1396489.250000 Penalty: 4523.020020
	Iteration 29Q: 3 clusters Score -1396489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1396492.375000 Penalty: 4523.020020
	Iteration 30Q: 3 clusters Score -1396492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1396494.000000 Penalty: 4523.020020
	Iteration 31Q: 3 clusters Score -1396494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1396495.875000 Penalty: 4523.020020
	Iteration 32Q: 3 clusters Score -1396496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1396495.875000 Penalty: 4523.020020
	Iteration 33F: 3 clusters Score -1396496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -114025.507812 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -114025.5 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 422 members 
Entering Unmasked Estep 
Score: -112230.851562 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -112230.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112545.750000 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -112545.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112704.992188 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -112705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112800.335938 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -112800.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112856.820312 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -112856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112896.296875 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -112896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112958.945312 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -112958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112986.531250 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -112986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113008.023438 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -113008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113046.437500 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -113046.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113104.437500 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -113104.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113370.523438 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -113370.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113636.015625 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -113636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -113925.867188 Penalty: 3330.830322
	Iteration 13F: 3 clusters Score -113925.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -114080.375000 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -114080.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -114118.632812 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -114118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -114141.789062 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -114141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -114159.968750 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -114160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -114165.718750 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -114165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -114171.054688 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -114171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -114175.484375 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -114175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -114180.382812 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -114180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -114191.710938 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -114191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -114197.851562 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -114197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114205.531250 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -114205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -114217.570312 Penalty: 3330.830322
	Iteration 25Q: 3 clusters Score -114217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -114224.343750 Penalty: 3330.830322
	Iteration 26Q: 3 clusters Score -114224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -114226.812500 Penalty: 3330.830322
	Iteration 27Q: 3 clusters Score -114226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -114231.140625 Penalty: 3330.830322
	Iteration 28Q: 3 clusters Score -114231.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -114240.851562 Penalty: 3330.830322
	Iteration 29Q: 3 clusters Score -114240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114248.445312 Penalty: 3330.830322
	Iteration 30Q: 3 clusters Score -114248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -114258.117188 Penalty: 3330.830322
	Iteration 31Q: 3 clusters Score -114258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114265.398438 Penalty: 3330.830322
	Iteration 32Q: 3 clusters Score -114265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -114277.789062 Penalty: 3330.830322
	Iteration 33Q: 3 clusters Score -114277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114283.750000 Penalty: 3330.830322
	Iteration 34Q: 3 clusters Score -114283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -114291.867188 Penalty: 3330.830322
	Iteration 35Q: 3 clusters Score -114291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114294.812500 Penalty: 3330.830322
	Iteration 36Q: 3 clusters Score -114294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114298.250000 Penalty: 3330.830322
	Iteration 37Q: 3 clusters Score -114298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114300.328125 Penalty: 3330.830322
	Iteration 38Q: 3 clusters Score -114300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -114302.476562 Penalty: 3330.830322
	Iteration 39Q: 3 clusters Score -114302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -114307.882812 Penalty: 3330.830322
	Iteration 40F: 3 clusters Score -114307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114309.710938 Penalty: 3330.830322
	Iteration 41Q: 3 clusters Score -114309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114309.710938 Penalty: 3330.830322
	Iteration 42F: 3 clusters Score -114309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 187667 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 319 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
Score: -70289920.000000 Penalty: 110142.203125
Splitting cluster 10 changes total score from -70291264.000000 to -70289920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -252417.765625 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -252417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -249981.203125 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -249981.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -250374.578125 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -250374.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -250473.328125 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -250473.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -250538.078125 Penalty: 3695.239502
	Iteration 3Q: 3 clusters Score -250538.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -250588.781250 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -250588.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -250630.984375 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -250631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250685.375000 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -250685.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250711.718750 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -250711.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250735.937500 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -250735.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -250760.031250 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -250760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -250774.718750 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -250774.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250785.890625 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -250785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250792.125000 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -250792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -250801.640625 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -250801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250807.000000 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -250807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250812.671875 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -250812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250815.125000 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -250815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250818.687500 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -250818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -250821.656250 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -250821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -250824.109375 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -250824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250825.015625 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -250825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250826.078125 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -250826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250826.078125 Penalty: 3695.239502
	Iteration 22F: 3 clusters Score -250826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -277894.000000 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -277894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -275360.437500 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -275360.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -275837.843750 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -275837.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275959.312500 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -275959.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -276033.437500 Penalty: 3744.866943
	Iteration 3Q: 3 clusters Score -276033.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -276100.312500 Penalty: 3744.866943
	Iteration 4Q: 3 clusters Score -276100.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -276136.593750 Penalty: 3744.866943
	Iteration 5Q: 3 clusters Score -276136.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -276163.062500 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -276163.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -276180.437500 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -276180.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276201.312500 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -276201.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -276214.250000 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -276214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -276226.343750 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -276226.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -276241.250000 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -276241.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -276254.250000 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -276254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -276265.406250 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -276265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -276281.312500 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -276281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -276293.781250 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -276293.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -276315.843750 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -276315.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -276357.718750 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -276357.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -276395.156250 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -276395.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -276443.187500 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -276443.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -276514.000000 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -276514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -276586.937500 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -276586.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -276660.000000 Penalty: 3744.866943
	Iteration 22Q: 3 clusters Score -276660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -276746.500000 Penalty: 3744.866943
	Iteration 23Q: 3 clusters Score -276746.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -276820.593750 Penalty: 3744.866943
	Iteration 24Q: 3 clusters Score -276820.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -276878.437500 Penalty: 3744.866943
	Iteration 25Q: 3 clusters Score -276878.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -276938.843750 Penalty: 3744.866943
	Iteration 26Q: 3 clusters Score -276938.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -276975.031250 Penalty: 3744.866943
	Iteration 27Q: 3 clusters Score -276975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -276991.406250 Penalty: 3744.866943
	Iteration 28Q: 3 clusters Score -276991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -276999.687500 Penalty: 3744.866943
	Iteration 29Q: 3 clusters Score -276999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -277003.031250 Penalty: 3744.866943
	Iteration 30Q: 3 clusters Score -277003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -277004.593750 Penalty: 3744.866943
	Iteration 31Q: 3 clusters Score -277004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -277004.593750 Penalty: 3744.866943
	Iteration 32F: 3 clusters Score -277004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -106669.968750 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -106670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105020.195312 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -105020.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105773.078125 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -105773.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106166.976562 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -106167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106563.078125 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -106563.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106809.148438 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -106809.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106969.773438 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -106969.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -107136.281250 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -107136.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -107283.812500 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -107283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107340.562500 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -107340.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107355.023438 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -107355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107358.765625 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -107358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107359.117188 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -107359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107359.117188 Penalty: 3383.269287
	Iteration 12F: 3 clusters Score -107359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 187667 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 424 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
Score: -70290344.000000 Penalty: 110142.203125
Splitting cluster 13 changes total score from -70291264.000000 to -70290344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (82945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Entering Unmasked Estep 
Score: -12775341.000000 Penalty: 2808.831543
	Iteration 0F: 2 clusters Score -1.277534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -12719884.000000 Penalty: 5617.663086
	Iteration 0F: 3 clusters Score -1.271988e+07 nChanged 39246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -12742100.000000 Penalty: 5617.663086
	Iteration 1F: 3 clusters Score -1.27421e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -12743043.000000 Penalty: 5617.663086
	Iteration 2Q: 3 clusters Score -1.274304e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -12744312.000000 Penalty: 5617.663086
	Iteration 3Q: 3 clusters Score -1.274431e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -12745844.000000 Penalty: 5617.663086
	Iteration 4Q: 3 clusters Score -1.274584e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -12747746.000000 Penalty: 5617.663086
	Iteration 5Q: 3 clusters Score -1.274775e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -12750544.000000 Penalty: 5617.663086
	Iteration 6F: 3 clusters Score -1.275054e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -12754317.000000 Penalty: 5617.663086
	Iteration 7F: 3 clusters Score -1.275432e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -12758520.000000 Penalty: 5617.663086
	Iteration 8F: 3 clusters Score -1.275852e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -12762224.000000 Penalty: 5617.663086
	Iteration 9F: 3 clusters Score -1.276222e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -12764604.000000 Penalty: 5617.663086
	Iteration 10F: 3 clusters Score -1.27646e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -12765990.000000 Penalty: 5617.663086
	Iteration 11Q: 3 clusters Score -1.276599e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -12766734.000000 Penalty: 5617.663086
	Iteration 12Q: 3 clusters Score -1.276673e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -12767327.000000 Penalty: 5617.663086
	Iteration 13Q: 3 clusters Score -1.276733e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -12767806.000000 Penalty: 5617.663086
	Iteration 14Q: 3 clusters Score -1.276781e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -12768086.000000 Penalty: 5617.663086
	Iteration 15Q: 3 clusters Score -1.276809e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -12768363.000000 Penalty: 5617.663086
	Iteration 16Q: 3 clusters Score -1.276836e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -12768653.000000 Penalty: 5617.663086
	Iteration 17Q: 3 clusters Score -1.276865e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -12768828.000000 Penalty: 5617.663086
	Iteration 18Q: 3 clusters Score -1.276883e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -12768897.000000 Penalty: 5617.663086
	Iteration 19Q: 3 clusters Score -1.27689e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -12769048.000000 Penalty: 5617.663086
	Iteration 20F: 3 clusters Score -1.276905e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -12769149.000000 Penalty: 5617.663086
	Iteration 21Q: 3 clusters Score -1.276915e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -12769258.000000 Penalty: 5617.663086
	Iteration 22Q: 3 clusters Score -1.276926e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -12769292.000000 Penalty: 5617.663086
	Iteration 23Q: 3 clusters Score -1.276929e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -12769325.000000 Penalty: 5617.663086
	Iteration 24Q: 3 clusters Score -1.276932e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -12769313.000000 Penalty: 5617.663086
	Iteration 25Q: 3 clusters Score -1.276931e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -12769308.000000 Penalty: 5617.663086
	Iteration 26Q: 3 clusters Score -1.276931e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -12769345.000000 Penalty: 5617.663086
	Iteration 27Q: 3 clusters Score -1.276934e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -12769326.000000 Penalty: 5617.663086
	Iteration 28Q: 3 clusters Score -1.276933e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -12769358.000000 Penalty: 5617.663086
	Iteration 29Q: 3 clusters Score -1.276936e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -12769357.000000 Penalty: 5617.663086
	Iteration 30Q: 3 clusters Score -1.276936e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -12769337.000000 Penalty: 5617.663086
	Iteration 31Q: 3 clusters Score -1.276934e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -12769354.000000 Penalty: 5617.663086
	Iteration 32Q: 3 clusters Score -1.276935e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -12769363.000000 Penalty: 5617.663086
	Iteration 33Q: 3 clusters Score -1.276936e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -12769352.000000 Penalty: 5617.663086
	Iteration 34Q: 3 clusters Score -1.276935e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -12769352.000000 Penalty: 5617.663086
	Iteration 35Q: 3 clusters Score -1.276935e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -12769361.000000 Penalty: 5617.663086
	Iteration 36Q: 3 clusters Score -1.276936e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -12769323.000000 Penalty: 5617.663086
	Iteration 37Q: 3 clusters Score -1.276932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -12769320.000000 Penalty: 5617.663086
	Iteration 38Q: 3 clusters Score -1.276932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -12769351.000000 Penalty: 5617.663086
	Iteration 39Q: 3 clusters Score -1.276935e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -12769349.000000 Penalty: 5617.663086
	Iteration 40F: 3 clusters Score -1.276935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -12769340.000000 Penalty: 5617.663086
	Iteration 41Q: 3 clusters Score -1.276934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -12769345.000000 Penalty: 5617.663086
	Iteration 42Q: 3 clusters Score -1.276934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -12769331.000000 Penalty: 5617.663086
	Iteration 43Q: 3 clusters Score -1.276933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -12769324.000000 Penalty: 5617.663086
	Iteration 44Q: 3 clusters Score -1.276932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -12769324.000000 Penalty: 5617.663086
	Iteration 45Q: 3 clusters Score -1.276932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -12769318.000000 Penalty: 5617.663086
	Iteration 46Q: 3 clusters Score -1.276932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -12769310.000000 Penalty: 5617.663086
	Iteration 47Q: 3 clusters Score -1.276931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -12769298.000000 Penalty: 5617.663086
	Iteration 48Q: 3 clusters Score -1.27693e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -12769295.000000 Penalty: 5617.663086
	Iteration 49Q: 3 clusters Score -1.27693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -12769266.000000 Penalty: 5617.663086
	Iteration 50Q: 3 clusters Score -1.276927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -12769265.000000 Penalty: 5617.663086
	Iteration 51Q: 3 clusters Score -1.276926e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -12769272.000000 Penalty: 5617.663086
	Iteration 52Q: 3 clusters Score -1.276927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -12769270.000000 Penalty: 5617.663086
	Iteration 53Q: 3 clusters Score -1.276927e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -12769267.000000 Penalty: 5617.663086
	Iteration 54Q: 3 clusters Score -1.276927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -12769281.000000 Penalty: 5617.663086
	Iteration 55Q: 3 clusters Score -1.276928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -12769279.000000 Penalty: 5617.663086
	Iteration 56Q: 3 clusters Score -1.276928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -12769275.000000 Penalty: 5617.663086
	Iteration 57Q: 3 clusters Score -1.276928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 58Q: 3 clusters Score -1.276928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -12769283.000000 Penalty: 5617.663086
	Iteration 59Q: 3 clusters Score -1.276928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -12769281.000000 Penalty: 5617.663086
	Iteration 60F: 3 clusters Score -1.276928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -12769266.000000 Penalty: 5617.663086
	Iteration 61Q: 3 clusters Score -1.276927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 62Q: 3 clusters Score -1.276928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -12769276.000000 Penalty: 5617.663086
	Iteration 63Q: 3 clusters Score -1.276928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -12769273.000000 Penalty: 5617.663086
	Iteration 64Q: 3 clusters Score -1.276927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 5617.663086
	Iteration 65Q: 3 clusters Score -1.276929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 66Q: 3 clusters Score -1.276928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 67Q: 3 clusters Score -1.276928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -12769290.000000 Penalty: 5617.663086
	Iteration 68Q: 3 clusters Score -1.276929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -12769293.000000 Penalty: 5617.663086
	Iteration 69Q: 3 clusters Score -1.276929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -12769298.000000 Penalty: 5617.663086
	Iteration 70Q: 3 clusters Score -1.27693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -12769295.000000 Penalty: 5617.663086
	Iteration 71Q: 3 clusters Score -1.27693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -12769287.000000 Penalty: 5617.663086
	Iteration 72Q: 3 clusters Score -1.276929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -12769287.000000 Penalty: 5617.663086
	Iteration 73Q: 3 clusters Score -1.276929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -12769285.000000 Penalty: 5617.663086
	Iteration 74Q: 3 clusters Score -1.276928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -12769285.000000 Penalty: 5617.663086
	Iteration 75Q: 3 clusters Score -1.276928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -12769299.000000 Penalty: 5617.663086
	Iteration 76Q: 3 clusters Score -1.27693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -12769302.000000 Penalty: 5617.663086
	Iteration 77Q: 3 clusters Score -1.27693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -12769302.000000 Penalty: 5617.663086
	Iteration 78Q: 3 clusters Score -1.27693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -12769294.000000 Penalty: 5617.663086
	Iteration 79Q: 3 clusters Score -1.276929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -12769292.000000 Penalty: 5617.663086
	Iteration 80F: 3 clusters Score -1.276929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -12769281.000000 Penalty: 5617.663086
	Iteration 81Q: 3 clusters Score -1.276928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -12769279.000000 Penalty: 5617.663086
	Iteration 82Q: 3 clusters Score -1.276928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -12769285.000000 Penalty: 5617.663086
	Iteration 83Q: 3 clusters Score -1.276928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -12769276.000000 Penalty: 5617.663086
	Iteration 84Q: 3 clusters Score -1.276928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -12769274.000000 Penalty: 5617.663086
	Iteration 85Q: 3 clusters Score -1.276927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -12769278.000000 Penalty: 5617.663086
	Iteration 86Q: 3 clusters Score -1.276928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 87Q: 3 clusters Score -1.276928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -12769279.000000 Penalty: 5617.663086
	Iteration 88Q: 3 clusters Score -1.276928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -12769262.000000 Penalty: 5617.663086
	Iteration 89Q: 3 clusters Score -1.276926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -12769270.000000 Penalty: 5617.663086
	Iteration 90Q: 3 clusters Score -1.276927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -12769283.000000 Penalty: 5617.663086
	Iteration 91Q: 3 clusters Score -1.276928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -12769281.000000 Penalty: 5617.663086
	Iteration 92Q: 3 clusters Score -1.276928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 5617.663086
	Iteration 93Q: 3 clusters Score -1.276929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -12769292.000000 Penalty: 5617.663086
	Iteration 94Q: 3 clusters Score -1.276929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 5617.663086
	Iteration 95Q: 3 clusters Score -1.276929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -12769304.000000 Penalty: 5617.663086
	Iteration 96Q: 3 clusters Score -1.27693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -12769301.000000 Penalty: 5617.663086
	Iteration 97Q: 3 clusters Score -1.27693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -12769300.000000 Penalty: 5617.663086
	Iteration 98Q: 3 clusters Score -1.27693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -12769297.000000 Penalty: 5617.663086
	Iteration 99Q: 3 clusters Score -1.27693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -12769302.000000 Penalty: 5617.663086
	Iteration 100F: 3 clusters Score -1.27693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -12769293.000000 Penalty: 5617.663086
	Iteration 101Q: 3 clusters Score -1.276929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -12769290.000000 Penalty: 5617.663086
	Iteration 102Q: 3 clusters Score -1.276929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -12769295.000000 Penalty: 5617.663086
	Iteration 103Q: 3 clusters Score -1.27693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -12769288.000000 Penalty: 5617.663086
	Iteration 104Q: 3 clusters Score -1.276929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -12769283.000000 Penalty: 5617.663086
	Iteration 105Q: 3 clusters Score -1.276928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 5617.663086
	Iteration 106Q: 3 clusters Score -1.276929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 107Q: 3 clusters Score -1.276928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -12769277.000000 Penalty: 5617.663086
	Iteration 108Q: 3 clusters Score -1.276928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -12769270.000000 Penalty: 5617.663086
	Iteration 109Q: 3 clusters Score -1.276927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -12769272.000000 Penalty: 5617.663086
	Iteration 110Q: 3 clusters Score -1.276927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -12769282.000000 Penalty: 5617.663086
	Iteration 111Q: 3 clusters Score -1.276928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -12769279.000000 Penalty: 5617.663086
	Iteration 112Q: 3 clusters Score -1.276928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -12769276.000000 Penalty: 5617.663086
	Iteration 113Q: 3 clusters Score -1.276928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -12769273.000000 Penalty: 5617.663086
	Iteration 114Q: 3 clusters Score -1.276927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -12769266.000000 Penalty: 5617.663086
	Iteration 115Q: 3 clusters Score -1.276927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -12769264.000000 Penalty: 5617.663086
	Iteration 116Q: 3 clusters Score -1.276926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -12769275.000000 Penalty: 5617.663086
	Iteration 117Q: 3 clusters Score -1.276928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -12769285.000000 Penalty: 5617.663086
	Iteration 118Q: 3 clusters Score -1.276928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -12769285.000000 Penalty: 5617.663086
	Iteration 119Q: 3 clusters Score -1.276928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -12769271.000000 Penalty: 5617.663086
	Iteration 120F: 3 clusters Score -1.276927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -12769279.000000 Penalty: 5617.663086
	Iteration 121Q: 3 clusters Score -1.276928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -12769293.000000 Penalty: 5617.663086
	Iteration 122Q: 3 clusters Score -1.276929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -12769294.000000 Penalty: 5617.663086
	Iteration 123Q: 3 clusters Score -1.276929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 5617.663086
	Iteration 124Q: 3 clusters Score -1.276929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -12769291.000000 Penalty: 5617.663086
	Iteration 125Q: 3 clusters Score -1.276929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -12769288.000000 Penalty: 5617.663086
	Iteration 126Q: 3 clusters Score -1.276929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -12769291.000000 Penalty: 5617.663086
	Iteration 127Q: 3 clusters Score -1.276929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -12769280.000000 Penalty: 5617.663086
	Iteration 128Q: 3 clusters Score -1.276928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -12769274.000000 Penalty: 5617.663086
	Iteration 129Q: 3 clusters Score -1.276927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -12769273.000000 Penalty: 5617.663086
	Iteration 130Q: 3 clusters Score -1.276927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -12769262.000000 Penalty: 5617.663086
	Iteration 131Q: 3 clusters Score -1.276926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -12769268.000000 Penalty: 5617.663086
	Iteration 132Q: 3 clusters Score -1.276927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -12769274.000000 Penalty: 5617.663086
	Iteration 133Q: 3 clusters Score -1.276927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -12769273.000000 Penalty: 5617.663086
	Iteration 134Q: 3 clusters Score -1.276927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -12769275.000000 Penalty: 5617.663086
	Iteration 135Q: 3 clusters Score -1.276928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -12769276.000000 Penalty: 5617.663086
	Iteration 136Q: 3 clusters Score -1.276928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -12769279.000000 Penalty: 5617.663086
	Iteration 137Q: 3 clusters Score -1.276928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -12769282.000000 Penalty: 5617.663086
	Iteration 138Q: 3 clusters Score -1.276928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -12769285.000000 Penalty: 5617.663086
	Iteration 139Q: 3 clusters Score -1.276928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -12769274.000000 Penalty: 5617.663086
	Iteration 140F: 3 clusters Score -1.276927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -12769274.000000 Penalty: 5617.663086
	Iteration 141Q: 3 clusters Score -1.276927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -12769266.000000 Penalty: 5617.663086
	Iteration 142Q: 3 clusters Score -1.276927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -12769266.000000 Penalty: 5617.663086
	Iteration 143Q: 3 clusters Score -1.276927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -12769265.000000 Penalty: 5617.663086
	Iteration 144Q: 3 clusters Score -1.276926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -12769270.000000 Penalty: 5617.663086
	Iteration 145Q: 3 clusters Score -1.276927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -12769270.000000 Penalty: 5617.663086
	Iteration 146F: 3 clusters Score -1.276927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Entering Unmasked Estep 
Score: -1526908.500000 Penalty: 2285.845215
	Iteration 0F: 2 clusters Score -1526908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1519240.250000 Penalty: 4571.690430
	Iteration 0F: 3 clusters Score -1519240 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1521490.000000 Penalty: 4571.690430
	Iteration 1F: 3 clusters Score -1521490 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1521855.500000 Penalty: 4571.690430
	Iteration 2F: 3 clusters Score -1521856 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1522156.000000 Penalty: 4571.690430
	Iteration 3F: 3 clusters Score -1522156 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1522440.000000 Penalty: 4571.690430
	Iteration 4Q: 3 clusters Score -1522440 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1522727.125000 Penalty: 4571.690430
	Iteration 5Q: 3 clusters Score -1522727 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1522989.500000 Penalty: 4571.690430
	Iteration 6Q: 3 clusters Score -1522990 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1523210.250000 Penalty: 4571.690430
	Iteration 7Q: 3 clusters Score -1523210 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1523443.500000 Penalty: 4571.690430
	Iteration 8Q: 3 clusters Score -1523444 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1523667.750000 Penalty: 4571.690430
	Iteration 9Q: 3 clusters Score -1523668 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1523932.375000 Penalty: 4571.690430
	Iteration 10Q: 3 clusters Score -1523932 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1524251.125000 Penalty: 4571.690430
	Iteration 11Q: 3 clusters Score -1524251 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1524544.625000 Penalty: 4571.690430
	Iteration 12Q: 3 clusters Score -1524545 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1524815.875000 Penalty: 4571.690430
	Iteration 13Q: 3 clusters Score -1524816 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1525034.625000 Penalty: 4571.690430
	Iteration 14Q: 3 clusters Score -1525035 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1525179.500000 Penalty: 4571.690430
	Iteration 15Q: 3 clusters Score -1525180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1525289.000000 Penalty: 4571.690430
	Iteration 16Q: 3 clusters Score -1525289 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1525378.500000 Penalty: 4571.690430
	Iteration 17Q: 3 clusters Score -1525378 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1525444.500000 Penalty: 4571.690430
	Iteration 18Q: 3 clusters Score -1525444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1525492.250000 Penalty: 4571.690430
	Iteration 19Q: 3 clusters Score -1525492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1525530.750000 Penalty: 4571.690430
	Iteration 20F: 3 clusters Score -1525531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1525551.750000 Penalty: 4571.690430
	Iteration 21Q: 3 clusters Score -1525552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1525568.625000 Penalty: 4571.690430
	Iteration 22Q: 3 clusters Score -1525569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1525575.500000 Penalty: 4571.690430
	Iteration 23Q: 3 clusters Score -1525576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1525591.625000 Penalty: 4571.690430
	Iteration 24Q: 3 clusters Score -1525592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1525603.500000 Penalty: 4571.690430
	Iteration 25Q: 3 clusters Score -1525604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1525606.500000 Penalty: 4571.690430
	Iteration 26Q: 3 clusters Score -1525606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1525616.125000 Penalty: 4571.690430
	Iteration 27Q: 3 clusters Score -1525616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1525625.000000 Penalty: 4571.690430
	Iteration 28Q: 3 clusters Score -1525625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1525628.500000 Penalty: 4571.690430
	Iteration 29Q: 3 clusters Score -1525628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1525633.750000 Penalty: 4571.690430
	Iteration 30Q: 3 clusters Score -1525634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1525639.250000 Penalty: 4571.690430
	Iteration 31Q: 3 clusters Score -1525639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1525637.625000 Penalty: 4571.690430
	Iteration 32Q: 3 clusters Score -1525638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1525637.500000 Penalty: 4571.690430
	Iteration 33Q: 3 clusters Score -1525638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1525639.875000 Penalty: 4571.690430
	Iteration 34Q: 3 clusters Score -1525640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1525641.125000 Penalty: 4571.690430
	Iteration 35Q: 3 clusters Score -1525641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1525645.125000 Penalty: 4571.690430
	Iteration 36Q: 3 clusters Score -1525645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1525647.875000 Penalty: 4571.690430
	Iteration 37Q: 3 clusters Score -1525648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1525650.250000 Penalty: 4571.690430
	Iteration 38Q: 3 clusters Score -1525650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1525650.750000 Penalty: 4571.690430
	Iteration 39Q: 3 clusters Score -1525651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1525660.125000 Penalty: 4571.690430
	Iteration 40F: 3 clusters Score -1525660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1525664.250000 Penalty: 4571.690430
	Iteration 41Q: 3 clusters Score -1525664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1525675.500000 Penalty: 4571.690430
	Iteration 42Q: 3 clusters Score -1525676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1525688.875000 Penalty: 4571.690430
	Iteration 43Q: 3 clusters Score -1525689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1525708.625000 Penalty: 4571.690430
	Iteration 44Q: 3 clusters Score -1525709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1525734.625000 Penalty: 4571.690430
	Iteration 45Q: 3 clusters Score -1525735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1525741.875000 Penalty: 4571.690430
	Iteration 46Q: 3 clusters Score -1525742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1525755.875000 Penalty: 4571.690430
	Iteration 47Q: 3 clusters Score -1525756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1525772.375000 Penalty: 4571.690430
	Iteration 48Q: 3 clusters Score -1525772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1525786.250000 Penalty: 4571.690430
	Iteration 49Q: 3 clusters Score -1525786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1525793.875000 Penalty: 4571.690430
	Iteration 50Q: 3 clusters Score -1525794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1525804.125000 Penalty: 4571.690430
	Iteration 51Q: 3 clusters Score -1525804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1525809.875000 Penalty: 4571.690430
	Iteration 52Q: 3 clusters Score -1525810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1525818.500000 Penalty: 4571.690430
	Iteration 53Q: 3 clusters Score -1525818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1525818.000000 Penalty: 4571.690430
	Iteration 54Q: 3 clusters Score -1525818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1525818.250000 Penalty: 4571.690430
	Iteration 55Q: 3 clusters Score -1525818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1525819.500000 Penalty: 4571.690430
	Iteration 56Q: 3 clusters Score -1525820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1525820.375000 Penalty: 4571.690430
	Iteration 57Q: 3 clusters Score -1525820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1525818.250000 Penalty: 4571.690430
	Iteration 58Q: 3 clusters Score -1525818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1525819.875000 Penalty: 4571.690430
	Iteration 59Q: 3 clusters Score -1525820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1525819.875000 Penalty: 4571.690430
	Iteration 60F: 3 clusters Score -1525820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1525819.375000 Penalty: 4571.690430
	Iteration 61Q: 3 clusters Score -1525819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1525821.250000 Penalty: 4571.690430
	Iteration 62Q: 3 clusters Score -1525821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1525821.250000 Penalty: 4571.690430
	Iteration 63F: 3 clusters Score -1525821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -1511314.125000 Penalty: 2278.596680
	Iteration 0F: 2 clusters Score -1511314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1503714.125000 Penalty: 4557.193359
	Iteration 0F: 3 clusters Score -1503714 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1505953.250000 Penalty: 4557.193359
	Iteration 1F: 3 clusters Score -1505953 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1506262.750000 Penalty: 4557.193359
	Iteration 2F: 3 clusters Score -1506263 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1506487.875000 Penalty: 4557.193359
	Iteration 3Q: 3 clusters Score -1506488 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1506671.375000 Penalty: 4557.193359
	Iteration 4Q: 3 clusters Score -1506671 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1506842.500000 Penalty: 4557.193359
	Iteration 5Q: 3 clusters Score -1506842 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1506977.000000 Penalty: 4557.193359
	Iteration 6Q: 3 clusters Score -1506977 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1507123.625000 Penalty: 4557.193359
	Iteration 7Q: 3 clusters Score -1507124 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1507276.500000 Penalty: 4557.193359
	Iteration 8Q: 3 clusters Score -1507276 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1507440.625000 Penalty: 4557.193359
	Iteration 9Q: 3 clusters Score -1507441 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1507609.125000 Penalty: 4557.193359
	Iteration 10Q: 3 clusters Score -1507609 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1507736.750000 Penalty: 4557.193359
	Iteration 11Q: 3 clusters Score -1507737 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1507845.625000 Penalty: 4557.193359
	Iteration 12Q: 3 clusters Score -1507846 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1507966.000000 Penalty: 4557.193359
	Iteration 13Q: 3 clusters Score -1507966 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1508072.500000 Penalty: 4557.193359
	Iteration 14Q: 3 clusters Score -1508072 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1508181.625000 Penalty: 4557.193359
	Iteration 15Q: 3 clusters Score -1508182 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1508296.750000 Penalty: 4557.193359
	Iteration 16Q: 3 clusters Score -1508297 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1508413.625000 Penalty: 4557.193359
	Iteration 17Q: 3 clusters Score -1508414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1508514.875000 Penalty: 4557.193359
	Iteration 18Q: 3 clusters Score -1508515 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1508626.875000 Penalty: 4557.193359
	Iteration 19Q: 3 clusters Score -1508627 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1508721.250000 Penalty: 4557.193359
	Iteration 20F: 3 clusters Score -1508721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1508811.125000 Penalty: 4557.193359
	Iteration 21Q: 3 clusters Score -1508811 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1508894.375000 Penalty: 4557.193359
	Iteration 22Q: 3 clusters Score -1508894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1508975.250000 Penalty: 4557.193359
	Iteration 23Q: 3 clusters Score -1508975 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1509064.250000 Penalty: 4557.193359
	Iteration 24Q: 3 clusters Score -1509064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1509139.875000 Penalty: 4557.193359
	Iteration 25Q: 3 clusters Score -1509140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1509193.625000 Penalty: 4557.193359
	Iteration 26Q: 3 clusters Score -1509194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1509227.750000 Penalty: 4557.193359
	Iteration 27Q: 3 clusters Score -1509228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1509262.625000 Penalty: 4557.193359
	Iteration 28Q: 3 clusters Score -1509263 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1509274.625000 Penalty: 4557.193359
	Iteration 29Q: 3 clusters Score -1509275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1509294.375000 Penalty: 4557.193359
	Iteration 30Q: 3 clusters Score -1509294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1509310.250000 Penalty: 4557.193359
	Iteration 31Q: 3 clusters Score -1509310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1509317.625000 Penalty: 4557.193359
	Iteration 32Q: 3 clusters Score -1509318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1509330.125000 Penalty: 4557.193359
	Iteration 33Q: 3 clusters Score -1509330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1509339.250000 Penalty: 4557.193359
	Iteration 34Q: 3 clusters Score -1509339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1509348.875000 Penalty: 4557.193359
	Iteration 35Q: 3 clusters Score -1509349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1509363.500000 Penalty: 4557.193359
	Iteration 36Q: 3 clusters Score -1509364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1509366.500000 Penalty: 4557.193359
	Iteration 37Q: 3 clusters Score -1509366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1509375.125000 Penalty: 4557.193359
	Iteration 38Q: 3 clusters Score -1509375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1509381.250000 Penalty: 4557.193359
	Iteration 39Q: 3 clusters Score -1509381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1509388.125000 Penalty: 4557.193359
	Iteration 40F: 3 clusters Score -1509388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1509387.750000 Penalty: 4557.193359
	Iteration 41Q: 3 clusters Score -1509388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1509395.750000 Penalty: 4557.193359
	Iteration 42Q: 3 clusters Score -1509396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1509401.625000 Penalty: 4557.193359
	Iteration 43Q: 3 clusters Score -1509402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1509407.125000 Penalty: 4557.193359
	Iteration 44Q: 3 clusters Score -1509407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1509412.250000 Penalty: 4557.193359
	Iteration 45Q: 3 clusters Score -1509412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1509416.625000 Penalty: 4557.193359
	Iteration 46Q: 3 clusters Score -1509417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1509420.000000 Penalty: 4557.193359
	Iteration 47Q: 3 clusters Score -1509420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1509426.625000 Penalty: 4557.193359
	Iteration 48Q: 3 clusters Score -1509427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1509433.000000 Penalty: 4557.193359
	Iteration 49Q: 3 clusters Score -1509433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1509438.500000 Penalty: 4557.193359
	Iteration 50Q: 3 clusters Score -1509438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1509438.750000 Penalty: 4557.193359
	Iteration 51Q: 3 clusters Score -1509439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1509448.000000 Penalty: 4557.193359
	Iteration 52Q: 3 clusters Score -1509448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1509452.750000 Penalty: 4557.193359
	Iteration 53Q: 3 clusters Score -1509453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1509457.125000 Penalty: 4557.193359
	Iteration 54Q: 3 clusters Score -1509457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1509459.750000 Penalty: 4557.193359
	Iteration 55Q: 3 clusters Score -1509460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1509460.375000 Penalty: 4557.193359
	Iteration 56Q: 3 clusters Score -1509460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1509460.250000 Penalty: 4557.193359
	Iteration 57Q: 3 clusters Score -1509460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1509464.375000 Penalty: 4557.193359
	Iteration 58Q: 3 clusters Score -1509464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1509464.250000 Penalty: 4557.193359
	Iteration 59Q: 3 clusters Score -1509464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1509465.875000 Penalty: 4557.193359
	Iteration 60F: 3 clusters Score -1509466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1509468.625000 Penalty: 4557.193359
	Iteration 61Q: 3 clusters Score -1509469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1509469.375000 Penalty: 4557.193359
	Iteration 62Q: 3 clusters Score -1509469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1509472.000000 Penalty: 4557.193359
	Iteration 63Q: 3 clusters Score -1509472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1509474.000000 Penalty: 4557.193359
	Iteration 64Q: 3 clusters Score -1509474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1509476.875000 Penalty: 4557.193359
	Iteration 65Q: 3 clusters Score -1509477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1509474.500000 Penalty: 4557.193359
	Iteration 66Q: 3 clusters Score -1509474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1509476.000000 Penalty: 4557.193359
	Iteration 67Q: 3 clusters Score -1509476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1509479.000000 Penalty: 4557.193359
	Iteration 68Q: 3 clusters Score -1509479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1509479.750000 Penalty: 4557.193359
	Iteration 69Q: 3 clusters Score -1509480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1509477.625000 Penalty: 4557.193359
	Iteration 70Q: 3 clusters Score -1509478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1509480.000000 Penalty: 4557.193359
	Iteration 71Q: 3 clusters Score -1509480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1509483.125000 Penalty: 4557.193359
	Iteration 72Q: 3 clusters Score -1509483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1509487.375000 Penalty: 4557.193359
	Iteration 73Q: 3 clusters Score -1509487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1509487.000000 Penalty: 4557.193359
	Iteration 74Q: 3 clusters Score -1509487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1509487.000000 Penalty: 4557.193359
	Iteration 75Q: 3 clusters Score -1509487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1509488.250000 Penalty: 4557.193359
	Iteration 76Q: 3 clusters Score -1509488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1509490.125000 Penalty: 4557.193359
	Iteration 77Q: 3 clusters Score -1509490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1509490.000000 Penalty: 4557.193359
	Iteration 78Q: 3 clusters Score -1509490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1509492.375000 Penalty: 4557.193359
	Iteration 79Q: 3 clusters Score -1509492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1509495.250000 Penalty: 4557.193359
	Iteration 80F: 3 clusters Score -1509495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1509494.875000 Penalty: 4557.193359
	Iteration 81Q: 3 clusters Score -1509495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1509497.750000 Penalty: 4557.193359
	Iteration 82Q: 3 clusters Score -1509498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1509494.375000 Penalty: 4557.193359
	Iteration 83Q: 3 clusters Score -1509494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1509498.125000 Penalty: 4557.193359
	Iteration 84Q: 3 clusters Score -1509498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1509499.625000 Penalty: 4557.193359
	Iteration 85Q: 3 clusters Score -1509500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1509499.375000 Penalty: 4557.193359
	Iteration 86Q: 3 clusters Score -1509499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1509502.500000 Penalty: 4557.193359
	Iteration 87Q: 3 clusters Score -1509502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1509500.750000 Penalty: 4557.193359
	Iteration 88Q: 3 clusters Score -1509501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1509503.125000 Penalty: 4557.193359
	Iteration 89Q: 3 clusters Score -1509503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1509504.125000 Penalty: 4557.193359
	Iteration 90Q: 3 clusters Score -1509504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1509504.375000 Penalty: 4557.193359
	Iteration 91Q: 3 clusters Score -1509504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1509509.125000 Penalty: 4557.193359
	Iteration 92Q: 3 clusters Score -1509509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1509510.500000 Penalty: 4557.193359
	Iteration 93Q: 3 clusters Score -1509510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1509510.750000 Penalty: 4557.193359
	Iteration 94Q: 3 clusters Score -1509511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1509512.750000 Penalty: 4557.193359
	Iteration 95Q: 3 clusters Score -1509513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1509514.000000 Penalty: 4557.193359
	Iteration 96Q: 3 clusters Score -1509514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1509513.250000 Penalty: 4557.193359
	Iteration 97Q: 3 clusters Score -1509513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1509514.500000 Penalty: 4557.193359
	Iteration 98Q: 3 clusters Score -1509514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1509514.250000 Penalty: 4557.193359
	Iteration 99Q: 3 clusters Score -1509514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1509515.875000 Penalty: 4557.193359
	Iteration 100F: 3 clusters Score -1509516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1509516.125000 Penalty: 4557.193359
	Iteration 101Q: 3 clusters Score -1509516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1509516.625000 Penalty: 4557.193359
	Iteration 102Q: 3 clusters Score -1509517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1509517.000000 Penalty: 4557.193359
	Iteration 103Q: 3 clusters Score -1509517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1509520.250000 Penalty: 4557.193359
	Iteration 104Q: 3 clusters Score -1509520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1509520.375000 Penalty: 4557.193359
	Iteration 105Q: 3 clusters Score -1509520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1509520.125000 Penalty: 4557.193359
	Iteration 106Q: 3 clusters Score -1509520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1509522.000000 Penalty: 4557.193359
	Iteration 107Q: 3 clusters Score -1509522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1509522.125000 Penalty: 4557.193359
	Iteration 108Q: 3 clusters Score -1509522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1509524.375000 Penalty: 4557.193359
	Iteration 109Q: 3 clusters Score -1509524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1509525.500000 Penalty: 4557.193359
	Iteration 110Q: 3 clusters Score -1509526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1509526.750000 Penalty: 4557.193359
	Iteration 111Q: 3 clusters Score -1509527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1509527.000000 Penalty: 4557.193359
	Iteration 112Q: 3 clusters Score -1509527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1509528.750000 Penalty: 4557.193359
	Iteration 113Q: 3 clusters Score -1509529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1509530.500000 Penalty: 4557.193359
	Iteration 114Q: 3 clusters Score -1509530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1509529.375000 Penalty: 4557.193359
	Iteration 115Q: 3 clusters Score -1509529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1509530.000000 Penalty: 4557.193359
	Iteration 116Q: 3 clusters Score -1509530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1509531.125000 Penalty: 4557.193359
	Iteration 117Q: 3 clusters Score -1509531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1509532.500000 Penalty: 4557.193359
	Iteration 118Q: 3 clusters Score -1509532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1509531.625000 Penalty: 4557.193359
	Iteration 119Q: 3 clusters Score -1509532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1509529.875000 Penalty: 4557.193359
	Iteration 120F: 3 clusters Score -1509530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1509528.500000 Penalty: 4557.193359
	Iteration 121Q: 3 clusters Score -1509528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1509529.375000 Penalty: 4557.193359
	Iteration 122Q: 3 clusters Score -1509529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1509529.000000 Penalty: 4557.193359
	Iteration 123Q: 3 clusters Score -1509529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1509529.500000 Penalty: 4557.193359
	Iteration 124Q: 3 clusters Score -1509530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1509529.875000 Penalty: 4557.193359
	Iteration 125Q: 3 clusters Score -1509530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1509528.625000 Penalty: 4557.193359
	Iteration 126Q: 3 clusters Score -1509529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1509533.000000 Penalty: 4557.193359
	Iteration 127Q: 3 clusters Score -1509533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1509535.500000 Penalty: 4557.193359
	Iteration 128Q: 3 clusters Score -1509536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1509536.875000 Penalty: 4557.193359
	Iteration 129Q: 3 clusters Score -1509537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1509537.000000 Penalty: 4557.193359
	Iteration 130Q: 3 clusters Score -1509537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1509535.500000 Penalty: 4557.193359
	Iteration 131Q: 3 clusters Score -1509536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1509534.375000 Penalty: 4557.193359
	Iteration 132Q: 3 clusters Score -1509534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1509536.375000 Penalty: 4557.193359
	Iteration 133Q: 3 clusters Score -1509536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1509537.875000 Penalty: 4557.193359
	Iteration 134Q: 3 clusters Score -1509538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1509535.625000 Penalty: 4557.193359
	Iteration 135Q: 3 clusters Score -1509536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1509535.625000 Penalty: 4557.193359
	Iteration 136F: 3 clusters Score -1509536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -105732.117188 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -105732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103965.578125 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -103965.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104417.796875 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -104417.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -104776.398438 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -104776.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -105018.671875 Penalty: 3373.436279
	Iteration 3F: 3 clusters Score -105018.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -105223.156250 Penalty: 3373.436279
	Iteration 4F: 3 clusters Score -105223.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105342.148438 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -105342.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105427.976562 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -105428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105460.570312 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -105460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105488.906250 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -105488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105501.835938 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -105501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105508.359375 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -105508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105517.234375 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -105517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105529.140625 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -105529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105531.187500 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -105531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105532.312500 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -105532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105532.312500 Penalty: 3373.436279
	Iteration 15F: 3 clusters Score -105532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (187667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Entering Unmasked Estep 
Score: -28645966.000000 Penalty: 3011.321289
	Iteration 0F: 2 clusters Score -2.864597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -28528776.000000 Penalty: 6022.642578
	Iteration 0F: 3 clusters Score -2.852878e+07 nChanged 90168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -28581950.000000 Penalty: 6022.642578
	Iteration 1F: 3 clusters Score -2.858195e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -28583460.000000 Penalty: 6022.642578
	Iteration 2Q: 3 clusters Score -2.858346e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
Score: -28585888.000000 Penalty: 6022.642578
	Iteration 3Q: 3 clusters Score -2.858589e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -28589744.000000 Penalty: 6022.642578
	Iteration 4Q: 3 clusters Score -2.858974e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 121649 members 
Entering Unmasked Estep 
Score: -28595916.000000 Penalty: 6022.642578
	Iteration 5F: 3 clusters Score -2.859592e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -28606420.000000 Penalty: 6022.642578
	Iteration 6F: 3 clusters Score -2.860642e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -28619884.000000 Penalty: 6022.642578
	Iteration 7F: 3 clusters Score -2.861988e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -28632464.000000 Penalty: 6022.642578
	Iteration 8F: 3 clusters Score -2.863246e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -28640430.000000 Penalty: 6022.642578
	Iteration 9Q: 3 clusters Score -2.864043e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -28644136.000000 Penalty: 6022.642578
	Iteration 10Q: 3 clusters Score -2.864414e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 176157 members 
Entering Unmasked Estep 
Score: -28645838.000000 Penalty: 6022.642578
	Iteration 11Q: 3 clusters Score -2.864584e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -28646520.000000 Penalty: 6022.642578
	Iteration 12Q: 3 clusters Score -2.864652e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -28646804.000000 Penalty: 6022.642578
	Iteration 13Q: 3 clusters Score -2.86468e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -28646800.000000 Penalty: 6022.642578
	Iteration 14Q: 3 clusters Score -2.86468e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 180104 members 
Entering Unmasked Estep 
Score: -28646852.000000 Penalty: 6022.642578
	Iteration 15Q: 3 clusters Score -2.864685e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 180598 members 
Entering Unmasked Estep 
Score: -28646786.000000 Penalty: 6022.642578
	Iteration 16Q: 3 clusters Score -2.864679e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -28646788.000000 Penalty: 6022.642578
	Iteration 17Q: 3 clusters Score -2.864679e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 181281 members 
Entering Unmasked Estep 
Score: -28646846.000000 Penalty: 6022.642578
	Iteration 18Q: 3 clusters Score -2.864685e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 181518 members 
Entering Unmasked Estep 
Score: -28646750.000000 Penalty: 6022.642578
	Iteration 19Q: 3 clusters Score -2.864675e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 181729 members 
Entering Unmasked Estep 
Score: -28646716.000000 Penalty: 6022.642578
	Iteration 20F: 3 clusters Score -2.864672e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 181905 members 
Entering Unmasked Estep 
Score: -28646614.000000 Penalty: 6022.642578
	Iteration 21Q: 3 clusters Score -2.864661e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 182039 members 
Entering Unmasked Estep 
Score: -28646598.000000 Penalty: 6022.642578
	Iteration 22Q: 3 clusters Score -2.86466e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 182146 members 
Entering Unmasked Estep 
Score: -28646626.000000 Penalty: 6022.642578
	Iteration 23Q: 3 clusters Score -2.864663e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 182233 members 
Entering Unmasked Estep 
Score: -28646618.000000 Penalty: 6022.642578
	Iteration 24Q: 3 clusters Score -2.864662e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -28646578.000000 Penalty: 6022.642578
	Iteration 25Q: 3 clusters Score -2.864658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 182372 members 
Entering Unmasked Estep 
Score: -28646570.000000 Penalty: 6022.642578
	Iteration 26Q: 3 clusters Score -2.864657e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 182426 members 
Entering Unmasked Estep 
Score: -28646590.000000 Penalty: 6022.642578
	Iteration 27Q: 3 clusters Score -2.864659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 182478 members 
Entering Unmasked Estep 
Score: -28646586.000000 Penalty: 6022.642578
	Iteration 28Q: 3 clusters Score -2.864659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 182525 members 
Entering Unmasked Estep 
Score: -28646512.000000 Penalty: 6022.642578
	Iteration 29Q: 3 clusters Score -2.864651e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 182568 members 
Entering Unmasked Estep 
Score: -28646498.000000 Penalty: 6022.642578
	Iteration 30Q: 3 clusters Score -2.86465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 182600 members 
Entering Unmasked Estep 
Score: -28646470.000000 Penalty: 6022.642578
	Iteration 31Q: 3 clusters Score -2.864647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 182632 members 
Entering Unmasked Estep 
Score: -28646420.000000 Penalty: 6022.642578
	Iteration 32Q: 3 clusters Score -2.864642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 182658 members 
Entering Unmasked Estep 
Score: -28646406.000000 Penalty: 6022.642578
	Iteration 33Q: 3 clusters Score -2.864641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 182684 members 
Entering Unmasked Estep 
Score: -28646418.000000 Penalty: 6022.642578
	Iteration 34Q: 3 clusters Score -2.864642e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 182712 members 
Entering Unmasked Estep 
Score: -28646432.000000 Penalty: 6022.642578
	Iteration 35Q: 3 clusters Score -2.864643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -28646426.000000 Penalty: 6022.642578
	Iteration 36Q: 3 clusters Score -2.864643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 182765 members 
Entering Unmasked Estep 
Score: -28646426.000000 Penalty: 6022.642578
	Iteration 37Q: 3 clusters Score -2.864643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 182778 members 
Entering Unmasked Estep 
Score: -28646446.000000 Penalty: 6022.642578
	Iteration 38Q: 3 clusters Score -2.864645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -28646450.000000 Penalty: 6022.642578
	Iteration 39Q: 3 clusters Score -2.864645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -28646436.000000 Penalty: 6022.642578
	Iteration 40F: 3 clusters Score -2.864644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 182819 members 
Entering Unmasked Estep 
Score: -28646442.000000 Penalty: 6022.642578
	Iteration 41Q: 3 clusters Score -2.864644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6022.642578
	Iteration 42Q: 3 clusters Score -2.864644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 182828 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6022.642578
	Iteration 43Q: 3 clusters Score -2.864644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 182833 members 
Entering Unmasked Estep 
Score: -28646448.000000 Penalty: 6022.642578
	Iteration 44Q: 3 clusters Score -2.864645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 182843 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6022.642578
	Iteration 45Q: 3 clusters Score -2.864644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 182844 members 
Entering Unmasked Estep 
Score: -28646456.000000 Penalty: 6022.642578
	Iteration 46Q: 3 clusters Score -2.864646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 182845 members 
Entering Unmasked Estep 
Score: -28646446.000000 Penalty: 6022.642578
	Iteration 47Q: 3 clusters Score -2.864645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -28646448.000000 Penalty: 6022.642578
	Iteration 48Q: 3 clusters Score -2.864645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 182857 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6022.642578
	Iteration 49Q: 3 clusters Score -2.864644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 182870 members 
Entering Unmasked Estep 
Score: -28646448.000000 Penalty: 6022.642578
	Iteration 50Q: 3 clusters Score -2.864645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 182880 members 
Entering Unmasked Estep 
Score: -28646452.000000 Penalty: 6022.642578
	Iteration 51Q: 3 clusters Score -2.864645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 182887 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6022.642578
	Iteration 52Q: 3 clusters Score -2.864644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 182894 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6022.642578
	Iteration 53Q: 3 clusters Score -2.864644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 182895 members 
Entering Unmasked Estep 
Score: -28646436.000000 Penalty: 6022.642578
	Iteration 54Q: 3 clusters Score -2.864644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 182897 members 
Entering Unmasked Estep 
Score: -28646422.000000 Penalty: 6022.642578
	Iteration 55Q: 3 clusters Score -2.864642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 182899 members 
Entering Unmasked Estep 
Score: -28646406.000000 Penalty: 6022.642578
	Iteration 56Q: 3 clusters Score -2.864641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 182900 members 
Entering Unmasked Estep 
Score: -28646404.000000 Penalty: 6022.642578
	Iteration 57Q: 3 clusters Score -2.86464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 182901 members 
Entering Unmasked Estep 
Score: -28646408.000000 Penalty: 6022.642578
	Iteration 58Q: 3 clusters Score -2.864641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -28646396.000000 Penalty: 6022.642578
	Iteration 59Q: 3 clusters Score -2.86464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 182905 members 
Entering Unmasked Estep 
Score: -28646408.000000 Penalty: 6022.642578
	Iteration 60F: 3 clusters Score -2.864641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -28646424.000000 Penalty: 6022.642578
	Iteration 61Q: 3 clusters Score -2.864642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 182908 members 
Entering Unmasked Estep 
Score: -28646428.000000 Penalty: 6022.642578
	Iteration 62Q: 3 clusters Score -2.864643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 182910 members 
Entering Unmasked Estep 
Score: -28646432.000000 Penalty: 6022.642578
	Iteration 63Q: 3 clusters Score -2.864643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 182910 members 
Entering Unmasked Estep 
Score: -28646420.000000 Penalty: 6022.642578
	Iteration 64Q: 3 clusters Score -2.864642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 182911 members 
Entering Unmasked Estep 
Score: -28646416.000000 Penalty: 6022.642578
	Iteration 65Q: 3 clusters Score -2.864642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 182914 members 
Entering Unmasked Estep 
Score: -28646422.000000 Penalty: 6022.642578
	Iteration 66Q: 3 clusters Score -2.864642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 182914 members 
Entering Unmasked Estep 
Score: -28646422.000000 Penalty: 6022.642578
	Iteration 67F: 3 clusters Score -2.864642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Entering Unmasked Estep 
Score: -70291360.000000 Penalty: 110142.203125
Splitting cluster 18 changes total score from -70291264.000000 to -70291360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -768715.875000 Penalty: 2125.353760
	Iteration 0F: 2 clusters Score -768715.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -764081.437500 Penalty: 4250.707520
	Iteration 0F: 3 clusters Score -764081.4 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -765252.562500 Penalty: 4250.707520
	Iteration 1F: 3 clusters Score -765252.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -765524.937500 Penalty: 4250.707520
	Iteration 2F: 3 clusters Score -765524.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -765739.562500 Penalty: 4250.707520
	Iteration 3F: 3 clusters Score -765739.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -765951.000000 Penalty: 4250.707520
	Iteration 4F: 3 clusters Score -765951 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -766198.562500 Penalty: 4250.707520
	Iteration 5F: 3 clusters Score -766198.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -766432.562500 Penalty: 4250.707520
	Iteration 6F: 3 clusters Score -766432.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -766673.437500 Penalty: 4250.707520
	Iteration 7F: 3 clusters Score -766673.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -766878.687500 Penalty: 4250.707520
	Iteration 8Q: 3 clusters Score -766878.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -767036.375000 Penalty: 4250.707520
	Iteration 9Q: 3 clusters Score -767036.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -767140.375000 Penalty: 4250.707520
	Iteration 10Q: 3 clusters Score -767140.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -767197.562500 Penalty: 4250.707520
	Iteration 11Q: 3 clusters Score -767197.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -767244.312500 Penalty: 4250.707520
	Iteration 12Q: 3 clusters Score -767244.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -767277.500000 Penalty: 4250.707520
	Iteration 13Q: 3 clusters Score -767277.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -767294.000000 Penalty: 4250.707520
	Iteration 14Q: 3 clusters Score -767294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -767311.687500 Penalty: 4250.707520
	Iteration 15Q: 3 clusters Score -767311.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -767323.812500 Penalty: 4250.707520
	Iteration 16Q: 3 clusters Score -767323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -767331.375000 Penalty: 4250.707520
	Iteration 17Q: 3 clusters Score -767331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -767337.500000 Penalty: 4250.707520
	Iteration 18Q: 3 clusters Score -767337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -767343.437500 Penalty: 4250.707520
	Iteration 19Q: 3 clusters Score -767343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -767350.687500 Penalty: 4250.707520
	Iteration 20F: 3 clusters Score -767350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -767356.250000 Penalty: 4250.707520
	Iteration 21Q: 3 clusters Score -767356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -767363.437500 Penalty: 4250.707520
	Iteration 22Q: 3 clusters Score -767363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -767371.187500 Penalty: 4250.707520
	Iteration 23Q: 3 clusters Score -767371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -767378.125000 Penalty: 4250.707520
	Iteration 24Q: 3 clusters Score -767378.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -767385.937500 Penalty: 4250.707520
	Iteration 25Q: 3 clusters Score -767385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -767391.687500 Penalty: 4250.707520
	Iteration 26Q: 3 clusters Score -767391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -767396.062500 Penalty: 4250.707520
	Iteration 27Q: 3 clusters Score -767396.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -767395.937500 Penalty: 4250.707520
	Iteration 28Q: 3 clusters Score -767395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -767398.187500 Penalty: 4250.707520
	Iteration 29Q: 3 clusters Score -767398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -767401.250000 Penalty: 4250.707520
	Iteration 30Q: 3 clusters Score -767401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -767405.250000 Penalty: 4250.707520
	Iteration 31Q: 3 clusters Score -767405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -767409.875000 Penalty: 4250.707520
	Iteration 32Q: 3 clusters Score -767409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -767412.375000 Penalty: 4250.707520
	Iteration 33Q: 3 clusters Score -767412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -767411.312500 Penalty: 4250.707520
	Iteration 34Q: 3 clusters Score -767411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -767414.562500 Penalty: 4250.707520
	Iteration 35Q: 3 clusters Score -767414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -767414.562500 Penalty: 4250.707520
	Iteration 36F: 3 clusters Score -767414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -315351.593750 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -315351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -312681.468750 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -312681.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -313244.781250 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -313244.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -313408.562500 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -313408.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -313502.968750 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -313503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -313568.593750 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -313568.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -313621.187500 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -313621.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -313661.343750 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -313661.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -313698.906250 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -313698.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -313744.406250 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -313744.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -313775.500000 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -313775.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -313799.656250 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -313799.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -313828.125000 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -313828.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -313860.968750 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -313861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -313894.812500 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -313894.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -313922.812500 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -313922.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -313945.468750 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -313945.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -313964.218750 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -313964.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -313976.093750 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -313976.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -313987.312500 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -313987.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -314002.250000 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -314002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -314011.125000 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -314011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -314016.937500 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -314016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -314021.062500 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -314021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -314026.406250 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -314026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -314033.468750 Penalty: 3795.427002
	Iteration 24Q: 3 clusters Score -314033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -314038.500000 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -314038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -314046.000000 Penalty: 3795.427002
	Iteration 26Q: 3 clusters Score -314046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -314053.718750 Penalty: 3795.427002
	Iteration 27Q: 3 clusters Score -314053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -314060.656250 Penalty: 3795.427002
	Iteration 28Q: 3 clusters Score -314060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -314065.843750 Penalty: 3795.427002
	Iteration 29Q: 3 clusters Score -314065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -314067.593750 Penalty: 3795.427002
	Iteration 30Q: 3 clusters Score -314067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -314068.031250 Penalty: 3795.427002
	Iteration 31Q: 3 clusters Score -314068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -314069.093750 Penalty: 3795.427002
	Iteration 32Q: 3 clusters Score -314069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -314069.250000 Penalty: 3795.427002
	Iteration 33Q: 3 clusters Score -314069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -314069.250000 Penalty: 3795.427002
	Iteration 34F: 3 clusters Score -314069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -351670.531250 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -351670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -348814.937500 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -348814.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349453.187500 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -349453.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -349705.531250 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -349705.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -349909.000000 Penalty: 3867.048828
	Iteration 3F: 3 clusters Score -349909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -350064.812500 Penalty: 3867.048828
	Iteration 4F: 3 clusters Score -350064.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -350249.312500 Penalty: 3867.048828
	Iteration 5F: 3 clusters Score -350249.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -350507.000000 Penalty: 3867.048828
	Iteration 6F: 3 clusters Score -350507 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -350759.000000 Penalty: 3867.048828
	Iteration 7F: 3 clusters Score -350759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -350942.437500 Penalty: 3867.048828
	Iteration 8F: 3 clusters Score -350942.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -351074.062500 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -351074.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -351183.468750 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -351183.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -351270.968750 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -351271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -351335.218750 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -351335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -351364.937500 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -351364.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -351386.875000 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -351386.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -351398.937500 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -351398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -351401.875000 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -351401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -351403.906250 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -351403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -351406.937500 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -351406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -351407.656250 Penalty: 3867.048828
	Iteration 19Q: 3 clusters Score -351407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -351410.843750 Penalty: 3867.048828
	Iteration 20F: 3 clusters Score -351410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -351412.468750 Penalty: 3867.048828
	Iteration 21Q: 3 clusters Score -351412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -351414.750000 Penalty: 3867.048828
	Iteration 22Q: 3 clusters Score -351414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -351417.718750 Penalty: 3867.048828
	Iteration 23Q: 3 clusters Score -351417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -351419.937500 Penalty: 3867.048828
	Iteration 24Q: 3 clusters Score -351419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -351422.125000 Penalty: 3867.048828
	Iteration 25Q: 3 clusters Score -351422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -351422.125000 Penalty: 3867.048828
	Iteration 26F: 3 clusters Score -351422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -39338.902344 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -39338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38162.359375 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -38162.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38600.917969 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -38600.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38824.554688 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -38824.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39039.460938 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -39039.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39219.898438 Penalty: 2946.324951
	Iteration 4F: 3 clusters Score -39219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39555.808594 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -39555.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39676.550781 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -39676.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39828.273438 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -39828.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39898.527344 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -39898.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40063.800781 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -40063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40067.445312 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -40067.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40067.445312 Penalty: 2946.324951
	Iteration 11F: 3 clusters Score -40067.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 177 members 
Entering Unmasked Estep 
Score: -70290336.000000 Penalty: 113381.679688
Splitting cluster 22 changes total score from -70291264.000000 to -70290336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -59905.367188 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -59905.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58571.500000 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -58571.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58816.738281 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -58816.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58930.835938 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -58930.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58975.371094 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -58975.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58993.902344 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -58993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59003.605469 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -59003.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59037.183594 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -59037.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59063.121094 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -59063.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59078.042969 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -59078.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59089.121094 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -59089.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -59094.332031 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -59094.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -59104.875000 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -59104.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -59104.875000 Penalty: 3043.240234
	Iteration 12F: 3 clusters Score -59104.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -340257.750000 Penalty: 1917.301270
	Iteration 0F: 2 clusters Score -340257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -337429.656250 Penalty: 3834.602539
	Iteration 0F: 3 clusters Score -337429.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -337992.812500 Penalty: 3834.602539
	Iteration 1F: 3 clusters Score -337992.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338128.000000 Penalty: 3834.602539
	Iteration 2F: 3 clusters Score -338128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -338193.062500 Penalty: 3834.602539
	Iteration 3Q: 3 clusters Score -338193.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -338239.343750 Penalty: 3834.602539
	Iteration 4Q: 3 clusters Score -338239.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -338269.500000 Penalty: 3834.602539
	Iteration 5Q: 3 clusters Score -338269.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -338294.375000 Penalty: 3834.602539
	Iteration 6Q: 3 clusters Score -338294.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -338315.156250 Penalty: 3834.602539
	Iteration 7Q: 3 clusters Score -338315.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -338330.375000 Penalty: 3834.602539
	Iteration 8Q: 3 clusters Score -338330.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -338342.562500 Penalty: 3834.602539
	Iteration 9Q: 3 clusters Score -338342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -338347.750000 Penalty: 3834.602539
	Iteration 10Q: 3 clusters Score -338347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -338349.437500 Penalty: 3834.602539
	Iteration 11Q: 3 clusters Score -338349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -338350.281250 Penalty: 3834.602539
	Iteration 12Q: 3 clusters Score -338350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -338350.937500 Penalty: 3834.602539
	Iteration 13Q: 3 clusters Score -338350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -338351.031250 Penalty: 3834.602539
	Iteration 14Q: 3 clusters Score -338351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -338351.031250 Penalty: 3834.602539
	Iteration 15F: 3 clusters Score -338351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -247940.187500 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -247940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245608.031250 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -245608 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -246254.765625 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -246254.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -246674.078125 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -246674.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -247026.156250 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -247026.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -247388.875000 Penalty: 3709.172363
	Iteration 4F: 3 clusters Score -247388.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -247667.953125 Penalty: 3709.172363
	Iteration 5F: 3 clusters Score -247668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -247791.859375 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -247791.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -247903.187500 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -247903.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -248003.296875 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -248003.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -248105.500000 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -248105.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -248222.062500 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -248222.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -248270.921875 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -248270.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -248294.828125 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -248294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -248312.109375 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -248312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248322.875000 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -248322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -248325.984375 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -248326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -248326.937500 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -248326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -248328.531250 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -248328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248334.781250 Penalty: 3709.172363
	Iteration 18Q: 3 clusters Score -248334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248338.468750 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -248338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248341.593750 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -248341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248343.953125 Penalty: 3709.172363
	Iteration 21Q: 3 clusters Score -248344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -248349.171875 Penalty: 3709.172363
	Iteration 22Q: 3 clusters Score -248349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248367.546875 Penalty: 3709.172363
	Iteration 23Q: 3 clusters Score -248367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -248377.906250 Penalty: 3709.172363
	Iteration 24Q: 3 clusters Score -248377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248384.921875 Penalty: 3709.172363
	Iteration 25Q: 3 clusters Score -248384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248388.078125 Penalty: 3709.172363
	Iteration 26Q: 3 clusters Score -248388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248390.468750 Penalty: 3709.172363
	Iteration 27Q: 3 clusters Score -248390.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248390.468750 Penalty: 3709.172363
	Iteration 28F: 3 clusters Score -248390.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 900 members 
Entering Unmasked Estep 
Score: -70290416.000000 Penalty: 113381.679688
Splitting cluster 25 changes total score from -70291264.000000 to -70290416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (29705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Entering Unmasked Estep 
Score: -4477254.500000 Penalty: 2554.169434
	Iteration 0F: 2 clusters Score -4477254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4456907.500000 Penalty: 5108.338867
	Iteration 0F: 3 clusters Score -4456908 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4464147.000000 Penalty: 5108.338867
	Iteration 1F: 3 clusters Score -4464147 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4464592.500000 Penalty: 5108.338867
	Iteration 2Q: 3 clusters Score -4464592 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4465039.000000 Penalty: 5108.338867
	Iteration 3Q: 3 clusters Score -4465039 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4465470.000000 Penalty: 5108.338867
	Iteration 4Q: 3 clusters Score -4465470 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4465924.500000 Penalty: 5108.338867
	Iteration 5Q: 3 clusters Score -4465924 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4466444.500000 Penalty: 5108.338867
	Iteration 6Q: 3 clusters Score -4466444 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4467085.000000 Penalty: 5108.338867
	Iteration 7Q: 3 clusters Score -4467085 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4467865.000000 Penalty: 5108.338867
	Iteration 8Q: 3 clusters Score -4467865 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4468828.000000 Penalty: 5108.338867
	Iteration 9F: 3 clusters Score -4468828 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4469884.000000 Penalty: 5108.338867
	Iteration 10F: 3 clusters Score -4469884 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4470776.500000 Penalty: 5108.338867
	Iteration 11Q: 3 clusters Score -4470776 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4471530.500000 Penalty: 5108.338867
	Iteration 12Q: 3 clusters Score -4471530 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4472071.000000 Penalty: 5108.338867
	Iteration 13Q: 3 clusters Score -4472071 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4472499.000000 Penalty: 5108.338867
	Iteration 14Q: 3 clusters Score -4472499 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4472825.000000 Penalty: 5108.338867
	Iteration 15Q: 3 clusters Score -4472825 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4473124.000000 Penalty: 5108.338867
	Iteration 16Q: 3 clusters Score -4473124 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4473386.500000 Penalty: 5108.338867
	Iteration 17Q: 3 clusters Score -4473386 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4473678.500000 Penalty: 5108.338867
	Iteration 18Q: 3 clusters Score -4473678 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4473905.000000 Penalty: 5108.338867
	Iteration 19Q: 3 clusters Score -4473905 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4474167.500000 Penalty: 5108.338867
	Iteration 20F: 3 clusters Score -4474168 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -4474306.500000 Penalty: 5108.338867
	Iteration 21Q: 3 clusters Score -4474306 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -4474458.500000 Penalty: 5108.338867
	Iteration 22Q: 3 clusters Score -4474458 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4474548.500000 Penalty: 5108.338867
	Iteration 23Q: 3 clusters Score -4474548 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -4474608.000000 Penalty: 5108.338867
	Iteration 24Q: 3 clusters Score -4474608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -4474655.500000 Penalty: 5108.338867
	Iteration 25Q: 3 clusters Score -4474656 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4474704.000000 Penalty: 5108.338867
	Iteration 26Q: 3 clusters Score -4474704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4474736.000000 Penalty: 5108.338867
	Iteration 27Q: 3 clusters Score -4474736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4474763.000000 Penalty: 5108.338867
	Iteration 28Q: 3 clusters Score -4474763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4474783.500000 Penalty: 5108.338867
	Iteration 29Q: 3 clusters Score -4474784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -4474806.000000 Penalty: 5108.338867
	Iteration 30Q: 3 clusters Score -4474806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4474833.000000 Penalty: 5108.338867
	Iteration 31Q: 3 clusters Score -4474833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4474856.000000 Penalty: 5108.338867
	Iteration 32Q: 3 clusters Score -4474856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4474876.000000 Penalty: 5108.338867
	Iteration 33Q: 3 clusters Score -4474876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -4474915.000000 Penalty: 5108.338867
	Iteration 34Q: 3 clusters Score -4474915 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4474935.500000 Penalty: 5108.338867
	Iteration 35Q: 3 clusters Score -4474936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4474954.000000 Penalty: 5108.338867
	Iteration 36Q: 3 clusters Score -4474954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4474968.500000 Penalty: 5108.338867
	Iteration 37Q: 3 clusters Score -4474968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4474989.500000 Penalty: 5108.338867
	Iteration 38Q: 3 clusters Score -4474990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4474995.500000 Penalty: 5108.338867
	Iteration 39Q: 3 clusters Score -4474996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4475010.000000 Penalty: 5108.338867
	Iteration 40F: 3 clusters Score -4475010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4475017.500000 Penalty: 5108.338867
	Iteration 41Q: 3 clusters Score -4475018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -4475033.000000 Penalty: 5108.338867
	Iteration 42Q: 3 clusters Score -4475033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4475049.500000 Penalty: 5108.338867
	Iteration 43Q: 3 clusters Score -4475050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4475057.500000 Penalty: 5108.338867
	Iteration 44Q: 3 clusters Score -4475058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4475059.000000 Penalty: 5108.338867
	Iteration 45Q: 3 clusters Score -4475059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4475062.500000 Penalty: 5108.338867
	Iteration 46Q: 3 clusters Score -4475062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4475068.500000 Penalty: 5108.338867
	Iteration 47Q: 3 clusters Score -4475068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4475071.500000 Penalty: 5108.338867
	Iteration 48Q: 3 clusters Score -4475072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4475074.500000 Penalty: 5108.338867
	Iteration 49Q: 3 clusters Score -4475074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4475075.000000 Penalty: 5108.338867
	Iteration 50Q: 3 clusters Score -4475075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4475081.500000 Penalty: 5108.338867
	Iteration 51Q: 3 clusters Score -4475082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4475083.000000 Penalty: 5108.338867
	Iteration 52Q: 3 clusters Score -4475083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -4475086.000000 Penalty: 5108.338867
	Iteration 53Q: 3 clusters Score -4475086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4475081.000000 Penalty: 5108.338867
	Iteration 54Q: 3 clusters Score -4475081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4475079.500000 Penalty: 5108.338867
	Iteration 55Q: 3 clusters Score -4475080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4475075.000000 Penalty: 5108.338867
	Iteration 56Q: 3 clusters Score -4475075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -4475074.000000 Penalty: 5108.338867
	Iteration 57Q: 3 clusters Score -4475074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4475081.000000 Penalty: 5108.338867
	Iteration 58Q: 3 clusters Score -4475081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4475079.000000 Penalty: 5108.338867
	Iteration 59Q: 3 clusters Score -4475079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4475085.000000 Penalty: 5108.338867
	Iteration 60F: 3 clusters Score -4475085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4475088.000000 Penalty: 5108.338867
	Iteration 61Q: 3 clusters Score -4475088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4475085.500000 Penalty: 5108.338867
	Iteration 62Q: 3 clusters Score -4475086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4475093.500000 Penalty: 5108.338867
	Iteration 63Q: 3 clusters Score -4475094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4475091.000000 Penalty: 5108.338867
	Iteration 64Q: 3 clusters Score -4475091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4475092.000000 Penalty: 5108.338867
	Iteration 65Q: 3 clusters Score -4475092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -4475093.500000 Penalty: 5108.338867
	Iteration 66Q: 3 clusters Score -4475094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -4475096.000000 Penalty: 5108.338867
	Iteration 67Q: 3 clusters Score -4475096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4475095.000000 Penalty: 5108.338867
	Iteration 68Q: 3 clusters Score -4475095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4475095.000000 Penalty: 5108.338867
	Iteration 69F: 3 clusters Score -4475095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -321575.687500 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -321575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -318824.593750 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -318824.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -319383.312500 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -319383.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -319533.343750 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -319533.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -319632.562500 Penalty: 3822.033447
	Iteration 3F: 3 clusters Score -319632.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -319697.562500 Penalty: 3822.033447
	Iteration 4Q: 3 clusters Score -319697.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -319748.562500 Penalty: 3822.033447
	Iteration 5Q: 3 clusters Score -319748.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -319811.562500 Penalty: 3822.033447
	Iteration 6Q: 3 clusters Score -319811.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -319862.750000 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -319862.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -319910.000000 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -319910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -319958.968750 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -319959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -320013.437500 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -320013.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320068.656250 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -320068.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -320104.062500 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -320104.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -320140.687500 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -320140.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -320169.000000 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -320169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320195.312500 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -320195.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -320221.562500 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -320221.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -320240.937500 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -320240.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -320266.468750 Penalty: 3822.033447
	Iteration 18Q: 3 clusters Score -320266.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -320290.843750 Penalty: 3822.033447
	Iteration 19Q: 3 clusters Score -320290.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -320310.937500 Penalty: 3822.033447
	Iteration 20F: 3 clusters Score -320310.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -320333.906250 Penalty: 3822.033447
	Iteration 21Q: 3 clusters Score -320333.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320352.093750 Penalty: 3822.033447
	Iteration 22Q: 3 clusters Score -320352.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -320368.250000 Penalty: 3822.033447
	Iteration 23Q: 3 clusters Score -320368.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -320387.093750 Penalty: 3822.033447
	Iteration 24Q: 3 clusters Score -320387.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -320410.968750 Penalty: 3822.033447
	Iteration 25Q: 3 clusters Score -320411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -320432.281250 Penalty: 3822.033447
	Iteration 26Q: 3 clusters Score -320432.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -320456.250000 Penalty: 3822.033447
	Iteration 27Q: 3 clusters Score -320456.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -320486.250000 Penalty: 3822.033447
	Iteration 28Q: 3 clusters Score -320486.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -320509.437500 Penalty: 3822.033447
	Iteration 29Q: 3 clusters Score -320509.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320524.812500 Penalty: 3822.033447
	Iteration 30Q: 3 clusters Score -320524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320533.562500 Penalty: 3822.033447
	Iteration 31Q: 3 clusters Score -320533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320541.656250 Penalty: 3822.033447
	Iteration 32Q: 3 clusters Score -320541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -320547.281250 Penalty: 3822.033447
	Iteration 33Q: 3 clusters Score -320547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320550.906250 Penalty: 3822.033447
	Iteration 34Q: 3 clusters Score -320550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320555.687500 Penalty: 3822.033447
	Iteration 35Q: 3 clusters Score -320555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320562.375000 Penalty: 3822.033447
	Iteration 36Q: 3 clusters Score -320562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -320568.593750 Penalty: 3822.033447
	Iteration 37Q: 3 clusters Score -320568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320571.093750 Penalty: 3822.033447
	Iteration 38Q: 3 clusters Score -320571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320572.437500 Penalty: 3822.033447
	Iteration 39Q: 3 clusters Score -320572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320575.062500 Penalty: 3822.033447
	Iteration 40F: 3 clusters Score -320575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320579.812500 Penalty: 3822.033447
	Iteration 41Q: 3 clusters Score -320579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320583.687500 Penalty: 3822.033447
	Iteration 42Q: 3 clusters Score -320583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320586.468750 Penalty: 3822.033447
	Iteration 43Q: 3 clusters Score -320586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320587.531250 Penalty: 3822.033447
	Iteration 44Q: 3 clusters Score -320587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320590.750000 Penalty: 3822.033447
	Iteration 45Q: 3 clusters Score -320590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320595.343750 Penalty: 3822.033447
	Iteration 46Q: 3 clusters Score -320595.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -320598.375000 Penalty: 3822.033447
	Iteration 47Q: 3 clusters Score -320598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320598.968750 Penalty: 3822.033447
	Iteration 48Q: 3 clusters Score -320599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320599.656250 Penalty: 3822.033447
	Iteration 49Q: 3 clusters Score -320599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320601.031250 Penalty: 3822.033447
	Iteration 50Q: 3 clusters Score -320601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -320602.093750 Penalty: 3822.033447
	Iteration 51Q: 3 clusters Score -320602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320602.406250 Penalty: 3822.033447
	Iteration 52Q: 3 clusters Score -320602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320602.406250 Penalty: 3822.033447
	Iteration 53F: 3 clusters Score -320602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -147198.062500 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -147198.1 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 607 members 
Entering Unmasked Estep 
Score: -145575.359375 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -145575.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -146797.250000 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -146797.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -147870.234375 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -147870.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -148685.625000 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -148685.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -149033.953125 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -149034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -149246.093750 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -149246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -149556.750000 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -149556.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -149704.671875 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -149704.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -149806.359375 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -149806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -149835.296875 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -149835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -149841.203125 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -149841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -149845.484375 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -149845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -149846.437500 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -149846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -149860.046875 Penalty: 3510.020264
	Iteration 13F: 3 clusters Score -149860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -149881.375000 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -149881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -149896.156250 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -149896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -149927.421875 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -149927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -150001.015625 Penalty: 3510.020264
	Iteration 17Q: 3 clusters Score -150001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -150071.531250 Penalty: 3510.020264
	Iteration 18Q: 3 clusters Score -150071.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -150116.343750 Penalty: 3510.020264
	Iteration 19Q: 3 clusters Score -150116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -150130.312500 Penalty: 3510.020264
	Iteration 20F: 3 clusters Score -150130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -150155.171875 Penalty: 3510.020264
	Iteration 21Q: 3 clusters Score -150155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -150223.125000 Penalty: 3510.020264
	Iteration 22Q: 3 clusters Score -150223.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150410.890625 Penalty: 3510.020264
	Iteration 23Q: 3 clusters Score -150410.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -150543.828125 Penalty: 3510.020264
	Iteration 24Q: 3 clusters Score -150543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150554.781250 Penalty: 3510.020264
	Iteration 25Q: 3 clusters Score -150554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150557.640625 Penalty: 3510.020264
	Iteration 26Q: 3 clusters Score -150557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150557.640625 Penalty: 3510.020264
	Iteration 27F: 3 clusters Score -150557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 470 members 
Entering Unmasked Estep 
Score: -70293312.000000 Penalty: 113381.679688
Splitting cluster 29 changes total score from -70291264.000000 to -70293312.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 30 (38655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Entering Unmasked Estep 
Score: -5876012.500000 Penalty: 2619.482910
	Iteration 0F: 2 clusters Score -5876012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5849748.500000 Penalty: 5238.965820
	Iteration 0F: 3 clusters Score -5849748 nChanged 17618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5859668.500000 Penalty: 5238.965820
	Iteration 1F: 3 clusters Score -5859668 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -5860385.500000 Penalty: 5238.965820
	Iteration 2Q: 3 clusters Score -5860386 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -5861310.000000 Penalty: 5238.965820
	Iteration 3F: 3 clusters Score -5861310 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5862425.000000 Penalty: 5238.965820
	Iteration 4F: 3 clusters Score -5862425 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -5863985.000000 Penalty: 5238.965820
	Iteration 5F: 3 clusters Score -5863985 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -5865831.500000 Penalty: 5238.965820
	Iteration 6F: 3 clusters Score -5865832 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5867854.000000 Penalty: 5238.965820
	Iteration 7F: 3 clusters Score -5867854 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5869779.500000 Penalty: 5238.965820
	Iteration 8F: 3 clusters Score -5869780 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5871186.500000 Penalty: 5238.965820
	Iteration 9Q: 3 clusters Score -5871186 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5871873.500000 Penalty: 5238.965820
	Iteration 10Q: 3 clusters Score -5871874 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -5872292.500000 Penalty: 5238.965820
	Iteration 11Q: 3 clusters Score -5872292 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5872559.000000 Penalty: 5238.965820
	Iteration 12Q: 3 clusters Score -5872559 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5872718.000000 Penalty: 5238.965820
	Iteration 13Q: 3 clusters Score -5872718 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5872890.500000 Penalty: 5238.965820
	Iteration 14Q: 3 clusters Score -5872890 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5872999.000000 Penalty: 5238.965820
	Iteration 15Q: 3 clusters Score -5872999 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -5873160.000000 Penalty: 5238.965820
	Iteration 16Q: 3 clusters Score -5873160 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -5873275.500000 Penalty: 5238.965820
	Iteration 17Q: 3 clusters Score -5873276 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -5873379.500000 Penalty: 5238.965820
	Iteration 18Q: 3 clusters Score -5873380 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5873473.000000 Penalty: 5238.965820
	Iteration 19Q: 3 clusters Score -5873473 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5873550.000000 Penalty: 5238.965820
	Iteration 20F: 3 clusters Score -5873550 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5873634.500000 Penalty: 5238.965820
	Iteration 21Q: 3 clusters Score -5873634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5873714.500000 Penalty: 5238.965820
	Iteration 22Q: 3 clusters Score -5873714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5873789.000000 Penalty: 5238.965820
	Iteration 23Q: 3 clusters Score -5873789 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5873877.000000 Penalty: 5238.965820
	Iteration 24Q: 3 clusters Score -5873877 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5873919.500000 Penalty: 5238.965820
	Iteration 25Q: 3 clusters Score -5873920 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5873954.000000 Penalty: 5238.965820
	Iteration 26Q: 3 clusters Score -5873954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5873989.000000 Penalty: 5238.965820
	Iteration 27Q: 3 clusters Score -5873989 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5874034.000000 Penalty: 5238.965820
	Iteration 28Q: 3 clusters Score -5874034 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5874055.500000 Penalty: 5238.965820
	Iteration 29Q: 3 clusters Score -5874056 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5874077.500000 Penalty: 5238.965820
	Iteration 30Q: 3 clusters Score -5874078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5874094.000000 Penalty: 5238.965820
	Iteration 31Q: 3 clusters Score -5874094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5874109.000000 Penalty: 5238.965820
	Iteration 32Q: 3 clusters Score -5874109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5874125.000000 Penalty: 5238.965820
	Iteration 33Q: 3 clusters Score -5874125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5874138.000000 Penalty: 5238.965820
	Iteration 34Q: 3 clusters Score -5874138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5874147.000000 Penalty: 5238.965820
	Iteration 35Q: 3 clusters Score -5874147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5874159.500000 Penalty: 5238.965820
	Iteration 36Q: 3 clusters Score -5874160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5874169.500000 Penalty: 5238.965820
	Iteration 37Q: 3 clusters Score -5874170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5874171.000000 Penalty: 5238.965820
	Iteration 38Q: 3 clusters Score -5874171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5874179.000000 Penalty: 5238.965820
	Iteration 39Q: 3 clusters Score -5874179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5874187.000000 Penalty: 5238.965820
	Iteration 40F: 3 clusters Score -5874187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5874206.000000 Penalty: 5238.965820
	Iteration 41Q: 3 clusters Score -5874206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5874224.000000 Penalty: 5238.965820
	Iteration 42Q: 3 clusters Score -5874224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5874254.000000 Penalty: 5238.965820
	Iteration 43Q: 3 clusters Score -5874254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5874266.500000 Penalty: 5238.965820
	Iteration 44Q: 3 clusters Score -5874266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5874281.500000 Penalty: 5238.965820
	Iteration 45Q: 3 clusters Score -5874282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5874296.000000 Penalty: 5238.965820
	Iteration 46Q: 3 clusters Score -5874296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5874314.500000 Penalty: 5238.965820
	Iteration 47Q: 3 clusters Score -5874314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5874319.500000 Penalty: 5238.965820
	Iteration 48Q: 3 clusters Score -5874320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5874344.000000 Penalty: 5238.965820
	Iteration 49Q: 3 clusters Score -5874344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5874365.500000 Penalty: 5238.965820
	Iteration 50Q: 3 clusters Score -5874366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5874381.000000 Penalty: 5238.965820
	Iteration 51Q: 3 clusters Score -5874381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5874402.000000 Penalty: 5238.965820
	Iteration 52Q: 3 clusters Score -5874402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5874393.500000 Penalty: 5238.965820
	Iteration 53Q: 3 clusters Score -5874394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5874412.500000 Penalty: 5238.965820
	Iteration 54Q: 3 clusters Score -5874412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5874419.500000 Penalty: 5238.965820
	Iteration 55Q: 3 clusters Score -5874420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5874418.500000 Penalty: 5238.965820
	Iteration 56Q: 3 clusters Score -5874418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5874424.500000 Penalty: 5238.965820
	Iteration 57Q: 3 clusters Score -5874424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5874437.000000 Penalty: 5238.965820
	Iteration 58Q: 3 clusters Score -5874437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5874437.500000 Penalty: 5238.965820
	Iteration 59Q: 3 clusters Score -5874438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5874448.000000 Penalty: 5238.965820
	Iteration 60F: 3 clusters Score -5874448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5874446.000000 Penalty: 5238.965820
	Iteration 61Q: 3 clusters Score -5874446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5874460.500000 Penalty: 5238.965820
	Iteration 62Q: 3 clusters Score -5874460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5874480.500000 Penalty: 5238.965820
	Iteration 63Q: 3 clusters Score -5874480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5874471.500000 Penalty: 5238.965820
	Iteration 64Q: 3 clusters Score -5874472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5874478.500000 Penalty: 5238.965820
	Iteration 65Q: 3 clusters Score -5874478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5874478.000000 Penalty: 5238.965820
	Iteration 66Q: 3 clusters Score -5874478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5874479.500000 Penalty: 5238.965820
	Iteration 67Q: 3 clusters Score -5874480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5874486.000000 Penalty: 5238.965820
	Iteration 68Q: 3 clusters Score -5874486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5874490.000000 Penalty: 5238.965820
	Iteration 69Q: 3 clusters Score -5874490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5874492.000000 Penalty: 5238.965820
	Iteration 70Q: 3 clusters Score -5874492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5874486.000000 Penalty: 5238.965820
	Iteration 71Q: 3 clusters Score -5874486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5874490.000000 Penalty: 5238.965820
	Iteration 72Q: 3 clusters Score -5874490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5874491.000000 Penalty: 5238.965820
	Iteration 73Q: 3 clusters Score -5874491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5874491.000000 Penalty: 5238.965820
	Iteration 74Q: 3 clusters Score -5874491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5874495.000000 Penalty: 5238.965820
	Iteration 75Q: 3 clusters Score -5874495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5874495.000000 Penalty: 5238.965820
	Iteration 76F: 3 clusters Score -5874495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Entering Unmasked Estep 
Score: -6884027.000000 Penalty: 2656.573975
	Iteration 0F: 2 clusters Score -6884027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -6853751.000000 Penalty: 5313.147949
	Iteration 0F: 3 clusters Score -6853751 nChanged 20677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6865171.000000 Penalty: 5313.147949
	Iteration 1F: 3 clusters Score -6865171 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6865783.500000 Penalty: 5313.147949
	Iteration 2Q: 3 clusters Score -6865784 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -6866575.000000 Penalty: 5313.147949
	Iteration 3Q: 3 clusters Score -6866575 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -6867594.500000 Penalty: 5313.147949
	Iteration 4Q: 3 clusters Score -6867594 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -6869007.000000 Penalty: 5313.147949
	Iteration 5F: 3 clusters Score -6869007 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -6871065.500000 Penalty: 5313.147949
	Iteration 6F: 3 clusters Score -6871066 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -6873915.500000 Penalty: 5313.147949
	Iteration 7F: 3 clusters Score -6873916 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -6877010.500000 Penalty: 5313.147949
	Iteration 8F: 3 clusters Score -6877010 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -6879487.500000 Penalty: 5313.147949
	Iteration 9F: 3 clusters Score -6879488 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -6880653.500000 Penalty: 5313.147949
	Iteration 10Q: 3 clusters Score -6880654 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -6881174.000000 Penalty: 5313.147949
	Iteration 11Q: 3 clusters Score -6881174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -6881403.000000 Penalty: 5313.147949
	Iteration 12Q: 3 clusters Score -6881403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6881503.000000 Penalty: 5313.147949
	Iteration 13Q: 3 clusters Score -6881503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -6881566.000000 Penalty: 5313.147949
	Iteration 14Q: 3 clusters Score -6881566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6881596.000000 Penalty: 5313.147949
	Iteration 15Q: 3 clusters Score -6881596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -6881627.500000 Penalty: 5313.147949
	Iteration 16Q: 3 clusters Score -6881628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6881632.000000 Penalty: 5313.147949
	Iteration 17Q: 3 clusters Score -6881632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -6881640.500000 Penalty: 5313.147949
	Iteration 18Q: 3 clusters Score -6881640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6881649.000000 Penalty: 5313.147949
	Iteration 19Q: 3 clusters Score -6881649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -6881652.000000 Penalty: 5313.147949
	Iteration 20F: 3 clusters Score -6881652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -6881658.500000 Penalty: 5313.147949
	Iteration 21Q: 3 clusters Score -6881658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6881657.000000 Penalty: 5313.147949
	Iteration 22Q: 3 clusters Score -6881657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -6881661.500000 Penalty: 5313.147949
	Iteration 23Q: 3 clusters Score -6881662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6881660.000000 Penalty: 5313.147949
	Iteration 24Q: 3 clusters Score -6881660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6881664.000000 Penalty: 5313.147949
	Iteration 25Q: 3 clusters Score -6881664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6881669.500000 Penalty: 5313.147949
	Iteration 26Q: 3 clusters Score -6881670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6881667.500000 Penalty: 5313.147949
	Iteration 27Q: 3 clusters Score -6881668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6881671.000000 Penalty: 5313.147949
	Iteration 28Q: 3 clusters Score -6881671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -6881670.000000 Penalty: 5313.147949
	Iteration 29Q: 3 clusters Score -6881670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6881682.000000 Penalty: 5313.147949
	Iteration 30Q: 3 clusters Score -6881682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -6881674.000000 Penalty: 5313.147949
	Iteration 31Q: 3 clusters Score -6881674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6881681.500000 Penalty: 5313.147949
	Iteration 32Q: 3 clusters Score -6881682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6881686.000000 Penalty: 5313.147949
	Iteration 33Q: 3 clusters Score -6881686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -6881694.000000 Penalty: 5313.147949
	Iteration 34Q: 3 clusters Score -6881694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6881689.000000 Penalty: 5313.147949
	Iteration 35Q: 3 clusters Score -6881689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6881689.000000 Penalty: 5313.147949
	Iteration 36F: 3 clusters Score -6881689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -29690.988281 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -29690.99 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 154 members 
Entering Unmasked Estep 
Score: -28697.052734 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -28697.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29464.365234 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -29464.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29792.679688 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -29792.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29884.386719 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -29884.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29900.583984 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -29900.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29900.583984 Penalty: 2862.634766
	Iteration 5F: 3 clusters Score -29900.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 114 members 
Entering Unmasked Estep 
Score: -70291664.000000 Penalty: 116621.156250
Splitting cluster 32 changes total score from -70291264.000000 to -70291664.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 33 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -253208.625000 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -253208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -250767.343750 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -250767.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -251370.984375 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -251371 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -251587.656250 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -251587.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -251761.312500 Penalty: 3738.036621
	Iteration 3F: 3 clusters Score -251761.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -251907.843750 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -251907.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -252071.093750 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -252071.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252318.437500 Penalty: 3738.036621
	Iteration 6F: 3 clusters Score -252318.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -252583.546875 Penalty: 3738.036621
	Iteration 7F: 3 clusters Score -252583.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -252812.953125 Penalty: 3738.036621
	Iteration 8F: 3 clusters Score -252813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -252998.343750 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -252998.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -253151.593750 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -253151.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253257.734375 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -253257.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -253322.359375 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -253322.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -253361.656250 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -253361.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253420.687500 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -253420.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253450.421875 Penalty: 3738.036621
	Iteration 15Q: 3 clusters Score -253450.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -253471.953125 Penalty: 3738.036621
	Iteration 16Q: 3 clusters Score -253472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253479.890625 Penalty: 3738.036621
	Iteration 17Q: 3 clusters Score -253479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253486.078125 Penalty: 3738.036621
	Iteration 18Q: 3 clusters Score -253486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253492.906250 Penalty: 3738.036621
	Iteration 19Q: 3 clusters Score -253492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253514.578125 Penalty: 3738.036621
	Iteration 20F: 3 clusters Score -253514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253545.453125 Penalty: 3738.036621
	Iteration 21Q: 3 clusters Score -253545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253559.734375 Penalty: 3738.036621
	Iteration 22Q: 3 clusters Score -253559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253570.234375 Penalty: 3738.036621
	Iteration 23Q: 3 clusters Score -253570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253578.421875 Penalty: 3738.036621
	Iteration 24Q: 3 clusters Score -253578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253580.218750 Penalty: 3738.036621
	Iteration 25Q: 3 clusters Score -253580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253582.406250 Penalty: 3738.036621
	Iteration 26Q: 3 clusters Score -253582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253582.406250 Penalty: 3738.036621
	Iteration 27F: 3 clusters Score -253582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 775 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 114 members 
Mstep: Class 37 contains 1100 members 
Entering Unmasked Estep 
Score: -70290720.000000 Penalty: 119860.632812
Splitting cluster 33 changes total score from -70291264.000000 to -70290720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -102055.921875 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -102055.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100351.476562 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -100351.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100768.632812 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -100768.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101274.718750 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -101274.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102302.195312 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -102302.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103619.593750 Penalty: 3337.399902
	Iteration 4F: 3 clusters Score -103619.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104897.671875 Penalty: 3337.399902
	Iteration 5F: 3 clusters Score -104897.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105378.703125 Penalty: 3337.399902
	Iteration 6F: 3 clusters Score -105378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105415.742188 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -105415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105425.679688 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -105425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105425.679688 Penalty: 3337.399902
	Iteration 9F: 3 clusters Score -105425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 182914 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 114 members 
Mstep: Class 37 contains 428 members 
Entering Unmasked Estep 
Score: -70293440.000000 Penalty: 119860.632812
Splitting cluster 34 changes total score from -70291264.000000 to -70293440.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 519 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82945 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70295696.000000 Penalty: 119860.632812
Iteration 79Q: 38 clusters Score -7.02957e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 12042 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 483 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9175 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 82725 members 
Mstep: Class 15 contains 10070 members 
Mstep: Class 16 contains 9808 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5832 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 375 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1715 members 
Mstep: Class 26 contains 182069 members 
Mstep: Class 27 contains 29701 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 713 members 
Mstep: Class 30 contains 38470 members 
Mstep: Class 31 contains 44929 members 
Mstep: Class 32 contains 230 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 473 members 
Mstep: Class 36 contains 120 members 
Mstep: Class 37 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299248.000000 Penalty: 119860.632812
Iteration 80F: 38 clusters Score -7.029925e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 487 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 12039 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 82121 members 
Mstep: Class 15 contains 10083 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 5303 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 182381 members 
Mstep: Class 27 contains 29495 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 711 members 
Mstep: Class 30 contains 38199 members 
Mstep: Class 31 contains 44899 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 125 members 
Mstep: Class 37 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300904.000000 Penalty: 119860.632812
Iteration 81Q: 38 clusters Score -7.03009e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 11607 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 81566 members 
Mstep: Class 15 contains 10098 members 
Mstep: Class 16 contains 9833 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 5309 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 182604 members 
Mstep: Class 27 contains 29372 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 37945 members 
Mstep: Class 31 contains 44885 members 
Mstep: Class 32 contains 248 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 482 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 125 members 
Mstep: Class 37 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70301480.000000 Penalty: 119860.632812
Iteration 82Q: 38 clusters Score -7.030148e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9316 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 81023 members 
Mstep: Class 15 contains 10120 members 
Mstep: Class 16 contains 9855 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 5315 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 182785 members 
Mstep: Class 27 contains 29293 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 37726 members 
Mstep: Class 31 contains 44886 members 
Mstep: Class 32 contains 249 members 
Mstep: Class 33 contains 1756 members 
Mstep: Class 34 contains 485 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70302008.000000 Penalty: 119860.632812
Iteration 83Q: 38 clusters Score -7.030201e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 11614 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9362 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 80548 members 
Mstep: Class 15 contains 10137 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 182964 members 
Mstep: Class 27 contains 29231 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 37534 members 
Mstep: Class 31 contains 44888 members 
Mstep: Class 32 contains 249 members 
Mstep: Class 33 contains 1746 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70302344.000000 Penalty: 119860.632812
Iteration 84Q: 38 clusters Score -7.030234e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 11616 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 80103 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 9882 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 8595 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1667 members 
Mstep: Class 26 contains 183118 members 
Mstep: Class 27 contains 29189 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 37376 members 
Mstep: Class 31 contains 44892 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 1742 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70302616.000000 Penalty: 119860.632812
Iteration 85Q: 38 clusters Score -7.030262e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 11624 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 79741 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 183242 members 
Mstep: Class 27 contains 29144 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 37229 members 
Mstep: Class 31 contains 44893 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70302912.000000 Penalty: 119860.632812
Iteration 86Q: 38 clusters Score -7.030291e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 12099 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 11628 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9507 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 79435 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 9284 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 183301 members 
Mstep: Class 27 contains 29105 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 37099 members 
Mstep: Class 31 contains 44892 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1730 members 
Mstep: Class 34 contains 510 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303048.000000 Penalty: 119860.632812
Iteration 87Q: 38 clusters Score -7.030305e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 12108 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 9552 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 79158 members 
Mstep: Class 15 contains 10199 members 
Mstep: Class 16 contains 9911 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 183345 members 
Mstep: Class 27 contains 29077 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36984 members 
Mstep: Class 31 contains 44892 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303176.000000 Penalty: 119860.632812
Iteration 88Q: 38 clusters Score -7.030318e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12126 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11639 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9594 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 78929 members 
Mstep: Class 15 contains 10212 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 9794 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 183367 members 
Mstep: Class 27 contains 29056 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36897 members 
Mstep: Class 31 contains 44894 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1730 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303328.000000 Penalty: 119860.632812
Iteration 89Q: 38 clusters Score -7.030333e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11642 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9630 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 78721 members 
Mstep: Class 15 contains 10223 members 
Mstep: Class 16 contains 9925 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 5325 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 183401 members 
Mstep: Class 27 contains 29038 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36830 members 
Mstep: Class 31 contains 44893 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303576.000000 Penalty: 119860.632812
Iteration 90Q: 38 clusters Score -7.030358e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9660 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 78549 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 183428 members 
Mstep: Class 27 contains 29023 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36773 members 
Mstep: Class 31 contains 44887 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303576.000000 Penalty: 119860.632812
Iteration 91Q: 38 clusters Score -7.030358e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12137 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9678 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 78364 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 9937 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 5329 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 183474 members 
Mstep: Class 27 contains 29006 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36723 members 
Mstep: Class 31 contains 44879 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303560.000000 Penalty: 119860.632812
Iteration 92Q: 38 clusters Score -7.030356e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12140 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11642 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9693 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 78194 members 
Mstep: Class 15 contains 10262 members 
Mstep: Class 16 contains 9935 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 19 contains 5325 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 183551 members 
Mstep: Class 27 contains 28984 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36667 members 
Mstep: Class 31 contains 44882 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1730 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303624.000000 Penalty: 119860.632812
Iteration 93Q: 38 clusters Score -7.030362e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12149 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11640 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 78020 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10592 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 183601 members 
Mstep: Class 27 contains 28973 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36624 members 
Mstep: Class 31 contains 44887 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303520.000000 Penalty: 119860.632812
Iteration 94Q: 38 clusters Score -7.030352e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12156 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11645 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9722 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 77871 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 9944 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10731 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 183625 members 
Mstep: Class 27 contains 28961 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36582 members 
Mstep: Class 31 contains 44894 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303568.000000 Penalty: 119860.632812
Iteration 95Q: 38 clusters Score -7.030357e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9740 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 77753 members 
Mstep: Class 15 contains 10287 members 
Mstep: Class 16 contains 9947 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 183657 members 
Mstep: Class 27 contains 28947 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36550 members 
Mstep: Class 31 contains 44890 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303512.000000 Penalty: 119860.632812
Iteration 96Q: 38 clusters Score -7.030351e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11647 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 77637 members 
Mstep: Class 15 contains 10289 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 10937 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 183686 members 
Mstep: Class 27 contains 28933 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36525 members 
Mstep: Class 31 contains 44890 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303512.000000 Penalty: 119860.632812
Iteration 97Q: 38 clusters Score -7.030351e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12164 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 9777 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 77534 members 
Mstep: Class 15 contains 10291 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 11042 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 183688 members 
Mstep: Class 27 contains 28927 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36504 members 
Mstep: Class 31 contains 44889 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303576.000000 Penalty: 119860.632812
Iteration 98Q: 38 clusters Score -7.030358e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 9796 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 77426 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 183698 members 
Mstep: Class 27 contains 28922 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36488 members 
Mstep: Class 31 contains 44889 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70303568.000000 Penalty: 119860.632812
Iteration 99Q: 38 clusters Score -7.030357e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12177 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9810 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 77321 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 9965 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 183727 members 
Mstep: Class 27 contains 28915 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36470 members 
Mstep: Class 31 contains 44887 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304064.000000 Penalty: 119860.632812
Iteration 100F: 38 clusters Score -7.030406e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12177 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9822 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 77221 members 
Mstep: Class 15 contains 10297 members 
Mstep: Class 16 contains 9964 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 183758 members 
Mstep: Class 27 contains 28909 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36454 members 
Mstep: Class 31 contains 44888 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 519 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 125 members 
Mstep: Class 37 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304584.000000 Penalty: 119860.632812
Iteration 101Q: 38 clusters Score -7.030458e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12181 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 77138 members 
Mstep: Class 15 contains 10303 members 
Mstep: Class 16 contains 9972 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 183768 members 
Mstep: Class 27 contains 28901 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36437 members 
Mstep: Class 31 contains 44890 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 1727 members 
Mstep: Class 34 contains 521 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 124 members 
Mstep: Class 37 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304736.000000 Penalty: 119860.632812
Iteration 102Q: 38 clusters Score -7.030474e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12183 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 77053 members 
Mstep: Class 15 contains 10306 members 
Mstep: Class 16 contains 9981 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11407 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 183788 members 
Mstep: Class 27 contains 28892 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36428 members 
Mstep: Class 31 contains 44887 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 1723 members 
Mstep: Class 34 contains 524 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 125 members 
Mstep: Class 37 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304712.000000 Penalty: 119860.632812
Iteration 103Q: 38 clusters Score -7.030471e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12186 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9861 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76981 members 
Mstep: Class 15 contains 10307 members 
Mstep: Class 16 contains 9981 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11461 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 183795 members 
Mstep: Class 27 contains 28890 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36419 members 
Mstep: Class 31 contains 44892 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304832.000000 Penalty: 119860.632812
Iteration 104Q: 38 clusters Score -7.030483e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12189 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9878 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76910 members 
Mstep: Class 15 contains 10308 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11511 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 183803 members 
Mstep: Class 27 contains 28885 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36409 members 
Mstep: Class 31 contains 44894 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304904.000000 Penalty: 119860.632812
Iteration 105Q: 38 clusters Score -7.03049e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12191 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76855 members 
Mstep: Class 15 contains 10308 members 
Mstep: Class 16 contains 9989 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1687 members 
Mstep: Class 26 contains 183798 members 
Mstep: Class 27 contains 28879 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36404 members 
Mstep: Class 31 contains 44895 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304872.000000 Penalty: 119860.632812
Iteration 106Q: 38 clusters Score -7.030487e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12195 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11646 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 9914 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76798 members 
Mstep: Class 15 contains 10310 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 5319 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 183778 members 
Mstep: Class 27 contains 28870 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36398 members 
Mstep: Class 31 contains 44894 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305008.000000 Penalty: 119860.632812
Iteration 107Q: 38 clusters Score -7.030501e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76739 members 
Mstep: Class 15 contains 10314 members 
Mstep: Class 16 contains 10008 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 183767 members 
Mstep: Class 27 contains 28859 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36386 members 
Mstep: Class 31 contains 44897 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304968.000000 Penalty: 119860.632812
Iteration 108Q: 38 clusters Score -7.030497e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 9944 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76681 members 
Mstep: Class 15 contains 10314 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183767 members 
Mstep: Class 27 contains 28851 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36375 members 
Mstep: Class 31 contains 44902 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305064.000000 Penalty: 119860.632812
Iteration 109Q: 38 clusters Score -7.030506e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11641 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 9955 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76619 members 
Mstep: Class 15 contains 10315 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11774 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183774 members 
Mstep: Class 27 contains 28846 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36367 members 
Mstep: Class 31 contains 44908 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305096.000000 Penalty: 119860.632812
Iteration 110Q: 38 clusters Score -7.03051e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11640 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76564 members 
Mstep: Class 15 contains 10317 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11803 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 183801 members 
Mstep: Class 27 contains 28836 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36361 members 
Mstep: Class 31 contains 44913 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305136.000000 Penalty: 119860.632812
Iteration 111Q: 38 clusters Score -7.030514e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76509 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10027 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11819 members 
Mstep: Class 19 contains 5313 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183841 members 
Mstep: Class 27 contains 28830 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36357 members 
Mstep: Class 31 contains 44916 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305056.000000 Penalty: 119860.632812
Iteration 112Q: 38 clusters Score -7.030506e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 9982 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76454 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10028 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11839 members 
Mstep: Class 19 contains 5313 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183876 members 
Mstep: Class 27 contains 28824 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36351 members 
Mstep: Class 31 contains 44915 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305072.000000 Penalty: 119860.632812
Iteration 113Q: 38 clusters Score -7.030507e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 9985 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76416 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10026 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11857 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183912 members 
Mstep: Class 27 contains 28821 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36344 members 
Mstep: Class 31 contains 44911 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70305008.000000 Penalty: 119860.632812
Iteration 114Q: 38 clusters Score -7.030501e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 9993 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76380 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10030 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11875 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183926 members 
Mstep: Class 27 contains 28821 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36339 members 
Mstep: Class 31 contains 44909 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304968.000000 Penalty: 119860.632812
Iteration 115Q: 38 clusters Score -7.030497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76322 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10036 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11896 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 183954 members 
Mstep: Class 27 contains 28822 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36335 members 
Mstep: Class 31 contains 44906 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304960.000000 Penalty: 119860.632812
Iteration 116Q: 38 clusters Score -7.030496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76281 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10043 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 183980 members 
Mstep: Class 27 contains 28820 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36331 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304968.000000 Penalty: 119860.632812
Iteration 117Q: 38 clusters Score -7.030497e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76242 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 5309 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184005 members 
Mstep: Class 27 contains 28820 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36327 members 
Mstep: Class 31 contains 44903 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70304920.000000 Penalty: 119860.632812
Iteration 118Q: 38 clusters Score -7.030492e+07 nChanged 57
Entering ConstructFrom: 
Score: -70304920.000000 Penalty: 119860.632812
Entering ConstructFrom: 
Trying to split cluster 1 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -168572.671875 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -168572.7 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 622 members 
Entering Unmasked Estep 
Score: -166513.015625 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -166513 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -166937.687500 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -166937.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167112.390625 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -167112.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -167197.390625 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -167197.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167252.281250 Penalty: 3517.091309
	Iteration 4Q: 3 clusters Score -167252.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167316.187500 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -167316.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167361.406250 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -167361.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167394.406250 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -167394.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -167434.781250 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -167434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -167460.687500 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -167460.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167485.203125 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -167485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167502.718750 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -167502.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167513.578125 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -167513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -167530.140625 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -167530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167549.156250 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -167549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167568.546875 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -167568.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -167600.578125 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -167600.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167630.812500 Penalty: 3517.091309
	Iteration 17Q: 3 clusters Score -167630.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -167657.500000 Penalty: 3517.091309
	Iteration 18Q: 3 clusters Score -167657.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -167677.921875 Penalty: 3517.091309
	Iteration 19Q: 3 clusters Score -167677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -167685.250000 Penalty: 3517.091309
	Iteration 20F: 3 clusters Score -167685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -167691.343750 Penalty: 3517.091309
	Iteration 21Q: 3 clusters Score -167691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167697.687500 Penalty: 3517.091309
	Iteration 22Q: 3 clusters Score -167697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -167703.734375 Penalty: 3517.091309
	Iteration 23Q: 3 clusters Score -167703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -167711.203125 Penalty: 3517.091309
	Iteration 24Q: 3 clusters Score -167711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167715.765625 Penalty: 3517.091309
	Iteration 25Q: 3 clusters Score -167715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -167720.375000 Penalty: 3517.091309
	Iteration 26Q: 3 clusters Score -167720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -167730.421875 Penalty: 3517.091309
	Iteration 27Q: 3 clusters Score -167730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -167748.390625 Penalty: 3517.091309
	Iteration 28Q: 3 clusters Score -167748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -167758.671875 Penalty: 3517.091309
	Iteration 29Q: 3 clusters Score -167758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -167762.375000 Penalty: 3517.091309
	Iteration 30Q: 3 clusters Score -167762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -167767.984375 Penalty: 3517.091309
	Iteration 31Q: 3 clusters Score -167768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -167771.906250 Penalty: 3517.091309
	Iteration 32Q: 3 clusters Score -167771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -167773.484375 Penalty: 3517.091309
	Iteration 33Q: 3 clusters Score -167773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -167774.453125 Penalty: 3517.091309
	Iteration 34Q: 3 clusters Score -167774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -167777.296875 Penalty: 3517.091309
	Iteration 35Q: 3 clusters Score -167777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -167779.062500 Penalty: 3517.091309
	Iteration 36Q: 3 clusters Score -167779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -167781.406250 Penalty: 3517.091309
	Iteration 37Q: 3 clusters Score -167781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -167782.968750 Penalty: 3517.091309
	Iteration 38Q: 3 clusters Score -167783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -167782.968750 Penalty: 3517.091309
	Iteration 39F: 3 clusters Score -167783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -215878.671875 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -215878.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -213640.046875 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -213640 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -214398.593750 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -214398.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -214922.687500 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -214922.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215263.812500 Penalty: 3665.836182
	Iteration 3F: 3 clusters Score -215263.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215504.890625 Penalty: 3665.836182
	Iteration 4F: 3 clusters Score -215504.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -215634.671875 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -215634.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215679.578125 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -215679.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -215715.156250 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -215715.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -215740.718750 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -215740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215755.500000 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -215755.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215776.218750 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -215776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -215793.750000 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -215793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215804.000000 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -215804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -215811.781250 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -215811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -215824.031250 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -215824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215830.843750 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -215830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -215836.562500 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -215836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215840.781250 Penalty: 3665.836182
	Iteration 17Q: 3 clusters Score -215840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -215844.703125 Penalty: 3665.836182
	Iteration 18Q: 3 clusters Score -215844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215848.843750 Penalty: 3665.836182
	Iteration 19Q: 3 clusters Score -215848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215850.718750 Penalty: 3665.836182
	Iteration 20F: 3 clusters Score -215850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215852.031250 Penalty: 3665.836182
	Iteration 21Q: 3 clusters Score -215852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215853.812500 Penalty: 3665.836182
	Iteration 22Q: 3 clusters Score -215853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215854.203125 Penalty: 3665.836182
	Iteration 23Q: 3 clusters Score -215854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215854.203125 Penalty: 3665.836182
	Iteration 24F: 3 clusters Score -215854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -83875.906250 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -83875.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82374.554688 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -82374.55 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82813.132812 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -82813.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83078.109375 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -83078.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83235.171875 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -83235.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83347.289062 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -83347.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83443.781250 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -83443.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83489.101562 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -83489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83515.820312 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -83515.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83559.648438 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -83559.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83583.921875 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -83583.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83583.921875 Penalty: 3214.102051
	Iteration 10F: 3 clusters Score -83583.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83588.039062 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -83588.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83588.039062 Penalty: 3214.102051
	Iteration 12F: 3 clusters Score -83588.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Entering Unmasked Estep 
Score: -1765573.000000 Penalty: 2333.479492
	Iteration 0F: 2 clusters Score -1765573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1756482.125000 Penalty: 4666.958984
	Iteration 0F: 3 clusters Score -1756482 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1759227.125000 Penalty: 4666.958984
	Iteration 1F: 3 clusters Score -1759227 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1759611.625000 Penalty: 4666.958984
	Iteration 2F: 3 clusters Score -1759612 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1759953.625000 Penalty: 4666.958984
	Iteration 3F: 3 clusters Score -1759954 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1760276.125000 Penalty: 4666.958984
	Iteration 4Q: 3 clusters Score -1760276 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1760624.125000 Penalty: 4666.958984
	Iteration 5Q: 3 clusters Score -1760624 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1761060.875000 Penalty: 4666.958984
	Iteration 6Q: 3 clusters Score -1761061 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1761656.500000 Penalty: 4666.958984
	Iteration 7F: 3 clusters Score -1761656 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1762379.750000 Penalty: 4666.958984
	Iteration 8F: 3 clusters Score -1762380 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1763079.625000 Penalty: 4666.958984
	Iteration 9F: 3 clusters Score -1763080 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1763588.875000 Penalty: 4666.958984
	Iteration 10F: 3 clusters Score -1763589 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1763904.250000 Penalty: 4666.958984
	Iteration 11Q: 3 clusters Score -1763904 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1764093.750000 Penalty: 4666.958984
	Iteration 12Q: 3 clusters Score -1764094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1764238.500000 Penalty: 4666.958984
	Iteration 13Q: 3 clusters Score -1764238 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1764385.125000 Penalty: 4666.958984
	Iteration 14Q: 3 clusters Score -1764385 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1764570.000000 Penalty: 4666.958984
	Iteration 15Q: 3 clusters Score -1764570 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1764750.125000 Penalty: 4666.958984
	Iteration 16Q: 3 clusters Score -1764750 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1764886.250000 Penalty: 4666.958984
	Iteration 17Q: 3 clusters Score -1764886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1764985.500000 Penalty: 4666.958984
	Iteration 18Q: 3 clusters Score -1764986 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1765079.625000 Penalty: 4666.958984
	Iteration 19Q: 3 clusters Score -1765080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1765139.875000 Penalty: 4666.958984
	Iteration 20F: 3 clusters Score -1765140 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1765200.875000 Penalty: 4666.958984
	Iteration 21Q: 3 clusters Score -1765201 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1765263.500000 Penalty: 4666.958984
	Iteration 22Q: 3 clusters Score -1765264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1765302.375000 Penalty: 4666.958984
	Iteration 23Q: 3 clusters Score -1765302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1765338.500000 Penalty: 4666.958984
	Iteration 24Q: 3 clusters Score -1765338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1765370.625000 Penalty: 4666.958984
	Iteration 25Q: 3 clusters Score -1765371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1765403.250000 Penalty: 4666.958984
	Iteration 26Q: 3 clusters Score -1765403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1765420.125000 Penalty: 4666.958984
	Iteration 27Q: 3 clusters Score -1765420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1765432.625000 Penalty: 4666.958984
	Iteration 28Q: 3 clusters Score -1765433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1765450.375000 Penalty: 4666.958984
	Iteration 29Q: 3 clusters Score -1765450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1765458.500000 Penalty: 4666.958984
	Iteration 30Q: 3 clusters Score -1765458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1765471.375000 Penalty: 4666.958984
	Iteration 31Q: 3 clusters Score -1765471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1765481.625000 Penalty: 4666.958984
	Iteration 32Q: 3 clusters Score -1765482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1765491.000000 Penalty: 4666.958984
	Iteration 33Q: 3 clusters Score -1765491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1765490.625000 Penalty: 4666.958984
	Iteration 34Q: 3 clusters Score -1765491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1765502.625000 Penalty: 4666.958984
	Iteration 35Q: 3 clusters Score -1765503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1765509.875000 Penalty: 4666.958984
	Iteration 36Q: 3 clusters Score -1765510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1765507.250000 Penalty: 4666.958984
	Iteration 37Q: 3 clusters Score -1765507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1765506.875000 Penalty: 4666.958984
	Iteration 38Q: 3 clusters Score -1765507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1765508.125000 Penalty: 4666.958984
	Iteration 39Q: 3 clusters Score -1765508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1765509.875000 Penalty: 4666.958984
	Iteration 40F: 3 clusters Score -1765510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1765513.375000 Penalty: 4666.958984
	Iteration 41Q: 3 clusters Score -1765513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1765513.375000 Penalty: 4666.958984
	Iteration 42F: 3 clusters Score -1765513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34886.582031 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34886.58 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 131 members 
Entering Unmasked Estep 
Score: -33641.074219 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33641.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33732.144531 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33732.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33761.386719 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33761.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33766.554688 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33766.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33766.554688 Penalty: 2742.596680
	Iteration 4F: 3 clusters Score -33766.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -57317.429688 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -57317.43 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 251 members 
Entering Unmasked Estep 
Score: -55984.824219 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -55984.82 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56275.683594 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -56275.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56393.882812 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -56393.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56452.191406 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -56452.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56492.382812 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -56492.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56520.246094 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -56520.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -56538.003906 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -56538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56545.511719 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -56545.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -56558.789062 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -56558.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56565.554688 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -56565.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56570.324219 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -56570.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56579.496094 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -56579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56583.074219 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -56583.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56583.074219 Penalty: 3042.165527
	Iteration 13F: 3 clusters Score -56583.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Entering Unmasked Estep 
Score: -1752959.250000 Penalty: 2321.698242
	Iteration 0F: 2 clusters Score -1752959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1744316.750000 Penalty: 4643.396484
	Iteration 0F: 3 clusters Score -1744317 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1746822.875000 Penalty: 4643.396484
	Iteration 1F: 3 clusters Score -1746823 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1747125.000000 Penalty: 4643.396484
	Iteration 2F: 3 clusters Score -1747125 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1747350.625000 Penalty: 4643.396484
	Iteration 3Q: 3 clusters Score -1747351 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1747536.000000 Penalty: 4643.396484
	Iteration 4Q: 3 clusters Score -1747536 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1747705.875000 Penalty: 4643.396484
	Iteration 5Q: 3 clusters Score -1747706 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1747890.125000 Penalty: 4643.396484
	Iteration 6Q: 3 clusters Score -1747890 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1748093.875000 Penalty: 4643.396484
	Iteration 7Q: 3 clusters Score -1748094 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1748348.500000 Penalty: 4643.396484
	Iteration 8Q: 3 clusters Score -1748348 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1748622.750000 Penalty: 4643.396484
	Iteration 9Q: 3 clusters Score -1748623 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1749005.750000 Penalty: 4643.396484
	Iteration 10Q: 3 clusters Score -1749006 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1749439.750000 Penalty: 4643.396484
	Iteration 11Q: 3 clusters Score -1749440 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1749863.500000 Penalty: 4643.396484
	Iteration 12Q: 3 clusters Score -1749864 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1750189.125000 Penalty: 4643.396484
	Iteration 13Q: 3 clusters Score -1750189 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1750404.125000 Penalty: 4643.396484
	Iteration 14Q: 3 clusters Score -1750404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1750560.625000 Penalty: 4643.396484
	Iteration 15Q: 3 clusters Score -1750561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1750663.250000 Penalty: 4643.396484
	Iteration 16Q: 3 clusters Score -1750663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1750733.000000 Penalty: 4643.396484
	Iteration 17Q: 3 clusters Score -1750733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1750788.875000 Penalty: 4643.396484
	Iteration 18Q: 3 clusters Score -1750789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1750821.875000 Penalty: 4643.396484
	Iteration 19Q: 3 clusters Score -1750822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1750840.625000 Penalty: 4643.396484
	Iteration 20F: 3 clusters Score -1750841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1750855.875000 Penalty: 4643.396484
	Iteration 21Q: 3 clusters Score -1750856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1750869.500000 Penalty: 4643.396484
	Iteration 22Q: 3 clusters Score -1750870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1750873.125000 Penalty: 4643.396484
	Iteration 23Q: 3 clusters Score -1750873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1750873.375000 Penalty: 4643.396484
	Iteration 24Q: 3 clusters Score -1750873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1750873.875000 Penalty: 4643.396484
	Iteration 25Q: 3 clusters Score -1750874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1750875.125000 Penalty: 4643.396484
	Iteration 26Q: 3 clusters Score -1750875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1750879.750000 Penalty: 4643.396484
	Iteration 27Q: 3 clusters Score -1750880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1750887.500000 Penalty: 4643.396484
	Iteration 28Q: 3 clusters Score -1750888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1750891.875000 Penalty: 4643.396484
	Iteration 29Q: 3 clusters Score -1750892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1750892.625000 Penalty: 4643.396484
	Iteration 30Q: 3 clusters Score -1750893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1750896.875000 Penalty: 4643.396484
	Iteration 31Q: 3 clusters Score -1750897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1750902.375000 Penalty: 4643.396484
	Iteration 32Q: 3 clusters Score -1750902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1750899.125000 Penalty: 4643.396484
	Iteration 33Q: 3 clusters Score -1750899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1750903.000000 Penalty: 4643.396484
	Iteration 34Q: 3 clusters Score -1750903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1750903.000000 Penalty: 4643.396484
	Iteration 35F: 3 clusters Score -1750903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -348867.468750 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -348867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346058.125000 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -346058.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -346585.187500 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -346585.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -346737.250000 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -346737.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -346828.062500 Penalty: 3844.945068
	Iteration 3Q: 3 clusters Score -346828.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346888.687500 Penalty: 3844.945068
	Iteration 4Q: 3 clusters Score -346888.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -346930.250000 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -346930.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346967.437500 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -346967.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -346988.250000 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -346988.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347006.062500 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -347006.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -347022.312500 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -347022.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347035.843750 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -347035.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -347047.937500 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -347047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -347056.312500 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -347056.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347062.187500 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -347062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -347068.468750 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -347068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347071.218750 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -347071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -347071.500000 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -347071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -347074.531250 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -347074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -347077.968750 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -347078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -347081.312500 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -347081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -347081.875000 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -347081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -347082.750000 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -347082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -347084.312500 Penalty: 3844.945068
	Iteration 22Q: 3 clusters Score -347084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -347086.531250 Penalty: 3844.945068
	Iteration 23Q: 3 clusters Score -347086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -347086.531250 Penalty: 3844.945068
	Iteration 24F: 3 clusters Score -347086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Entering Unmasked Estep 
Score: -1533780.250000 Penalty: 2284.412354
	Iteration 0F: 2 clusters Score -1533780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1526120.500000 Penalty: 4568.824707
	Iteration 0F: 3 clusters Score -1526120 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1528276.125000 Penalty: 4568.824707
	Iteration 1F: 3 clusters Score -1528276 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1528593.500000 Penalty: 4568.824707
	Iteration 2F: 3 clusters Score -1528594 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1528843.625000 Penalty: 4568.824707
	Iteration 3F: 3 clusters Score -1528844 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1529051.625000 Penalty: 4568.824707
	Iteration 4Q: 3 clusters Score -1529052 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1529269.625000 Penalty: 4568.824707
	Iteration 5Q: 3 clusters Score -1529270 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1529542.750000 Penalty: 4568.824707
	Iteration 6Q: 3 clusters Score -1529543 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1529869.625000 Penalty: 4568.824707
	Iteration 7Q: 3 clusters Score -1529870 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1530326.500000 Penalty: 4568.824707
	Iteration 8F: 3 clusters Score -1530326 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1530898.500000 Penalty: 4568.824707
	Iteration 9F: 3 clusters Score -1530898 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1531477.000000 Penalty: 4568.824707
	Iteration 10F: 3 clusters Score -1531477 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1532047.250000 Penalty: 4568.824707
	Iteration 11F: 3 clusters Score -1532047 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1532487.875000 Penalty: 4568.824707
	Iteration 12Q: 3 clusters Score -1532488 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1532777.750000 Penalty: 4568.824707
	Iteration 13Q: 3 clusters Score -1532778 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1532942.250000 Penalty: 4568.824707
	Iteration 14Q: 3 clusters Score -1532942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1533046.875000 Penalty: 4568.824707
	Iteration 15Q: 3 clusters Score -1533047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1533095.375000 Penalty: 4568.824707
	Iteration 16Q: 3 clusters Score -1533095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1533128.250000 Penalty: 4568.824707
	Iteration 17Q: 3 clusters Score -1533128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1533144.500000 Penalty: 4568.824707
	Iteration 18Q: 3 clusters Score -1533144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1533163.500000 Penalty: 4568.824707
	Iteration 19Q: 3 clusters Score -1533164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1533169.750000 Penalty: 4568.824707
	Iteration 20F: 3 clusters Score -1533170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1533179.375000 Penalty: 4568.824707
	Iteration 21Q: 3 clusters Score -1533179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1533186.375000 Penalty: 4568.824707
	Iteration 22Q: 3 clusters Score -1533186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1533186.375000 Penalty: 4568.824707
	Iteration 23Q: 3 clusters Score -1533186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1533187.875000 Penalty: 4568.824707
	Iteration 24Q: 3 clusters Score -1533188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1533187.875000 Penalty: 4568.824707
	Iteration 25F: 3 clusters Score -1533188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -113910.312500 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -113910.3 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 429 members 
Entering Unmasked Estep 
Score: -112158.039062 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -112158 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112578.812500 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -112578.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112815.968750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -112816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113087.734375 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -113087.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113230.976562 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -113231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113308.570312 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -113308.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113355.773438 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -113355.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113418.906250 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -113418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113465.156250 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -113465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -113509.960938 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -113510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113762.312500 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -113762.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113957.812500 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -113957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114018.742188 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -114018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114048.156250 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -114048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114057.242188 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -114057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -114064.468750 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -114064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -114071.210938 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -114071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114073.750000 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -114073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114078.968750 Penalty: 3330.228516
	Iteration 18F: 3 clusters Score -114079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114097.804688 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -114097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114097.804688 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -114097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 236 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184022 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 588 members 
Entering Unmasked Estep 
Score: -70303464.000000 Penalty: 123100.109375
Splitting cluster 10 changes total score from -70304920.000000 to -70303464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -252865.640625 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -252865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250450.968750 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -250451 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -250864.078125 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -250864.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250993.437500 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -250993.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -251063.609375 Penalty: 3696.103760
	Iteration 3Q: 3 clusters Score -251063.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251108.656250 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -251108.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251126.281250 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -251126.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251150.046875 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -251150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -251179.421875 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -251179.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251206.375000 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -251206.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -251238.953125 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -251239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -251263.593750 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -251263.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -251281.812500 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -251281.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -251293.562500 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -251293.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -251304.640625 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -251304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -251311.828125 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -251311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -251321.250000 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -251321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251329.109375 Penalty: 3696.103760
	Iteration 16Q: 3 clusters Score -251329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251332.843750 Penalty: 3696.103760
	Iteration 17Q: 3 clusters Score -251332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -251336.656250 Penalty: 3696.103760
	Iteration 18Q: 3 clusters Score -251336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251341.265625 Penalty: 3696.103760
	Iteration 19Q: 3 clusters Score -251341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251343.609375 Penalty: 3696.103760
	Iteration 20F: 3 clusters Score -251343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251345.562500 Penalty: 3696.103760
	Iteration 21Q: 3 clusters Score -251345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -251346.843750 Penalty: 3696.103760
	Iteration 22Q: 3 clusters Score -251346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251348.156250 Penalty: 3696.103760
	Iteration 23Q: 3 clusters Score -251348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -251348.406250 Penalty: 3696.103760
	Iteration 24Q: 3 clusters Score -251348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -251348.906250 Penalty: 3696.103760
	Iteration 25Q: 3 clusters Score -251348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -251349.984375 Penalty: 3696.103760
	Iteration 26Q: 3 clusters Score -251350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -251350.046875 Penalty: 3696.103760
	Iteration 27Q: 3 clusters Score -251350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -251350.046875 Penalty: 3696.103760
	Iteration 28F: 3 clusters Score -251350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -277854.718750 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -277854.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -275303.250000 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -275303.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -275785.250000 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -275785.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -275990.062500 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -275990.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -276135.093750 Penalty: 3744.866943
	Iteration 3F: 3 clusters Score -276135.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -276213.375000 Penalty: 3744.866943
	Iteration 4Q: 3 clusters Score -276213.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276285.312500 Penalty: 3744.866943
	Iteration 5Q: 3 clusters Score -276285.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -276400.718750 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -276400.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -276550.375000 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -276550.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -276701.375000 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -276701.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276822.437500 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -276822.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -276903.000000 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -276903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276939.812500 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -276939.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -276957.875000 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -276957.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -276980.281250 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -276980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276991.218750 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -276991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276995.250000 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -276995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -276996.468750 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -276996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -276998.000000 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -276998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -277001.562500 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -277001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -277004.187500 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -277004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -277005.687500 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -277005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -277008.656250 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -277008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -277010.187500 Penalty: 3744.866943
	Iteration 22Q: 3 clusters Score -277010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -277010.187500 Penalty: 3744.866943
	Iteration 23F: 3 clusters Score -277010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -107066.960938 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -107067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105608.617188 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -105608.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107185.140625 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -107185.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -108314.429688 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -108314.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -109365.921875 Penalty: 3388.648926
	Iteration 3F: 3 clusters Score -109365.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -109428.093750 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -109428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -109450.984375 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -109451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -109463.953125 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -109464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -109463.953125 Penalty: 3388.648926
	Iteration 7F: 3 clusters Score -109464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184022 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
Score: -70305816.000000 Penalty: 123100.109375
Splitting cluster 13 changes total score from -70304920.000000 to -70305816.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (76205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Entering Unmasked Estep 
Score: -11747934.000000 Penalty: 2787.813232
	Iteration 0F: 2 clusters Score -1.174793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -11696809.000000 Penalty: 5575.626465
	Iteration 0F: 3 clusters Score -1.169681e+07 nChanged 35742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -11717330.000000 Penalty: 5575.626465
	Iteration 1F: 3 clusters Score -1.171733e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -11718270.000000 Penalty: 5575.626465
	Iteration 2Q: 3 clusters Score -1.171827e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -11719744.000000 Penalty: 5575.626465
	Iteration 3Q: 3 clusters Score -1.171974e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -11721879.000000 Penalty: 5575.626465
	Iteration 4F: 3 clusters Score -1.172188e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -11725061.000000 Penalty: 5575.626465
	Iteration 5F: 3 clusters Score -1.172506e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -11729450.000000 Penalty: 5575.626465
	Iteration 6F: 3 clusters Score -1.172945e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -11734586.000000 Penalty: 5575.626465
	Iteration 7F: 3 clusters Score -1.173459e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -11739125.000000 Penalty: 5575.626465
	Iteration 8F: 3 clusters Score -1.173912e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -11742130.000000 Penalty: 5575.626465
	Iteration 9Q: 3 clusters Score -1.174213e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -11743830.000000 Penalty: 5575.626465
	Iteration 10Q: 3 clusters Score -1.174383e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -11744829.000000 Penalty: 5575.626465
	Iteration 11Q: 3 clusters Score -1.174483e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -11745548.000000 Penalty: 5575.626465
	Iteration 12Q: 3 clusters Score -1.174555e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -11746120.000000 Penalty: 5575.626465
	Iteration 13Q: 3 clusters Score -1.174612e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -11746517.000000 Penalty: 5575.626465
	Iteration 14Q: 3 clusters Score -1.174652e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -11746712.000000 Penalty: 5575.626465
	Iteration 15Q: 3 clusters Score -1.174671e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -11746785.000000 Penalty: 5575.626465
	Iteration 16Q: 3 clusters Score -1.174678e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -11746842.000000 Penalty: 5575.626465
	Iteration 17Q: 3 clusters Score -1.174684e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -11746827.000000 Penalty: 5575.626465
	Iteration 18Q: 3 clusters Score -1.174683e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -11746839.000000 Penalty: 5575.626465
	Iteration 19Q: 3 clusters Score -1.174684e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -11746877.000000 Penalty: 5575.626465
	Iteration 20F: 3 clusters Score -1.174688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -11746878.000000 Penalty: 5575.626465
	Iteration 21Q: 3 clusters Score -1.174688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -11746877.000000 Penalty: 5575.626465
	Iteration 22Q: 3 clusters Score -1.174688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -11746882.000000 Penalty: 5575.626465
	Iteration 23Q: 3 clusters Score -1.174688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -11746877.000000 Penalty: 5575.626465
	Iteration 24Q: 3 clusters Score -1.174688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -11746886.000000 Penalty: 5575.626465
	Iteration 25Q: 3 clusters Score -1.174689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
Score: -11746880.000000 Penalty: 5575.626465
	Iteration 26Q: 3 clusters Score -1.174688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -11746876.000000 Penalty: 5575.626465
	Iteration 27Q: 3 clusters Score -1.174688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -11746881.000000 Penalty: 5575.626465
	Iteration 28Q: 3 clusters Score -1.174688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -11746870.000000 Penalty: 5575.626465
	Iteration 29Q: 3 clusters Score -1.174687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -11746888.000000 Penalty: 5575.626465
	Iteration 30Q: 3 clusters Score -1.174689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -11746883.000000 Penalty: 5575.626465
	Iteration 31Q: 3 clusters Score -1.174688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -11746887.000000 Penalty: 5575.626465
	Iteration 32Q: 3 clusters Score -1.174689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -11746881.000000 Penalty: 5575.626465
	Iteration 33Q: 3 clusters Score -1.174688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -11746880.000000 Penalty: 5575.626465
	Iteration 34Q: 3 clusters Score -1.174688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -11746878.000000 Penalty: 5575.626465
	Iteration 35Q: 3 clusters Score -1.174688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -11746890.000000 Penalty: 5575.626465
	Iteration 36Q: 3 clusters Score -1.174689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -11746885.000000 Penalty: 5575.626465
	Iteration 37Q: 3 clusters Score -1.174688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -11746885.000000 Penalty: 5575.626465
	Iteration 38F: 3 clusters Score -1.174688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -1564541.750000 Penalty: 2291.927979
	Iteration 0F: 2 clusters Score -1564542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1556731.250000 Penalty: 4583.855957
	Iteration 0F: 3 clusters Score -1556731 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1559325.625000 Penalty: 4583.855957
	Iteration 1F: 3 clusters Score -1559326 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1560083.500000 Penalty: 4583.855957
	Iteration 2F: 3 clusters Score -1560084 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1560826.500000 Penalty: 4583.855957
	Iteration 3F: 3 clusters Score -1560826 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1561524.750000 Penalty: 4583.855957
	Iteration 4F: 3 clusters Score -1561525 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1562066.750000 Penalty: 4583.855957
	Iteration 5F: 3 clusters Score -1562067 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1562392.625000 Penalty: 4583.855957
	Iteration 6Q: 3 clusters Score -1562393 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1562556.875000 Penalty: 4583.855957
	Iteration 7Q: 3 clusters Score -1562557 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1562668.750000 Penalty: 4583.855957
	Iteration 8Q: 3 clusters Score -1562669 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1562748.625000 Penalty: 4583.855957
	Iteration 9Q: 3 clusters Score -1562749 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1562816.250000 Penalty: 4583.855957
	Iteration 10Q: 3 clusters Score -1562816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1562870.375000 Penalty: 4583.855957
	Iteration 11Q: 3 clusters Score -1562870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1562903.875000 Penalty: 4583.855957
	Iteration 12Q: 3 clusters Score -1562904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1562944.625000 Penalty: 4583.855957
	Iteration 13Q: 3 clusters Score -1562945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1562973.500000 Penalty: 4583.855957
	Iteration 14Q: 3 clusters Score -1562974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1562996.375000 Penalty: 4583.855957
	Iteration 15Q: 3 clusters Score -1562996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1563016.625000 Penalty: 4583.855957
	Iteration 16Q: 3 clusters Score -1563017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1563026.750000 Penalty: 4583.855957
	Iteration 17Q: 3 clusters Score -1563027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1563041.125000 Penalty: 4583.855957
	Iteration 18Q: 3 clusters Score -1563041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1563051.375000 Penalty: 4583.855957
	Iteration 19Q: 3 clusters Score -1563051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1563058.750000 Penalty: 4583.855957
	Iteration 20F: 3 clusters Score -1563059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1563062.375000 Penalty: 4583.855957
	Iteration 21Q: 3 clusters Score -1563062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1563072.000000 Penalty: 4583.855957
	Iteration 22Q: 3 clusters Score -1563072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1563080.875000 Penalty: 4583.855957
	Iteration 23Q: 3 clusters Score -1563081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1563093.250000 Penalty: 4583.855957
	Iteration 24Q: 3 clusters Score -1563093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1563098.875000 Penalty: 4583.855957
	Iteration 25Q: 3 clusters Score -1563099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1563104.875000 Penalty: 4583.855957
	Iteration 26Q: 3 clusters Score -1563105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1563110.750000 Penalty: 4583.855957
	Iteration 27Q: 3 clusters Score -1563111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1563117.250000 Penalty: 4583.855957
	Iteration 28Q: 3 clusters Score -1563117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1563124.625000 Penalty: 4583.855957
	Iteration 29Q: 3 clusters Score -1563125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1563129.375000 Penalty: 4583.855957
	Iteration 30Q: 3 clusters Score -1563129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1563135.250000 Penalty: 4583.855957
	Iteration 31Q: 3 clusters Score -1563135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1563138.875000 Penalty: 4583.855957
	Iteration 32Q: 3 clusters Score -1563139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1563136.125000 Penalty: 4583.855957
	Iteration 33Q: 3 clusters Score -1563136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1563140.125000 Penalty: 4583.855957
	Iteration 34Q: 3 clusters Score -1563140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1563138.750000 Penalty: 4583.855957
	Iteration 35Q: 3 clusters Score -1563139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1563142.375000 Penalty: 4583.855957
	Iteration 36Q: 3 clusters Score -1563142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1563142.375000 Penalty: 4583.855957
	Iteration 37Q: 3 clusters Score -1563142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1563143.125000 Penalty: 4583.855957
	Iteration 38Q: 3 clusters Score -1563143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1563146.625000 Penalty: 4583.855957
	Iteration 39Q: 3 clusters Score -1563147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1563146.875000 Penalty: 4583.855957
	Iteration 40F: 3 clusters Score -1563147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1563147.625000 Penalty: 4583.855957
	Iteration 41Q: 3 clusters Score -1563148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1563146.000000 Penalty: 4583.855957
	Iteration 42Q: 3 clusters Score -1563146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1563147.000000 Penalty: 4583.855957
	Iteration 43Q: 3 clusters Score -1563147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1563146.375000 Penalty: 4583.855957
	Iteration 44Q: 3 clusters Score -1563146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1563152.500000 Penalty: 4583.855957
	Iteration 45Q: 3 clusters Score -1563152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1563152.000000 Penalty: 4583.855957
	Iteration 46Q: 3 clusters Score -1563152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1563151.375000 Penalty: 4583.855957
	Iteration 47Q: 3 clusters Score -1563151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1563151.250000 Penalty: 4583.855957
	Iteration 48Q: 3 clusters Score -1563151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1563152.250000 Penalty: 4583.855957
	Iteration 49Q: 3 clusters Score -1563152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1563154.750000 Penalty: 4583.855957
	Iteration 50Q: 3 clusters Score -1563155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1563156.500000 Penalty: 4583.855957
	Iteration 51Q: 3 clusters Score -1563156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1563160.375000 Penalty: 4583.855957
	Iteration 52Q: 3 clusters Score -1563160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1563159.250000 Penalty: 4583.855957
	Iteration 53Q: 3 clusters Score -1563159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1563159.500000 Penalty: 4583.855957
	Iteration 54Q: 3 clusters Score -1563160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1563160.750000 Penalty: 4583.855957
	Iteration 55Q: 3 clusters Score -1563161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1563160.000000 Penalty: 4583.855957
	Iteration 56Q: 3 clusters Score -1563160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1563160.000000 Penalty: 4583.855957
	Iteration 57F: 3 clusters Score -1563160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Entering Unmasked Estep 
Score: -1554274.000000 Penalty: 2285.500000
	Iteration 0F: 2 clusters Score -1554274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1546465.000000 Penalty: 4571.000000
	Iteration 0F: 3 clusters Score -1546465 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1548799.625000 Penalty: 4571.000000
	Iteration 1F: 3 clusters Score -1548800 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1549205.375000 Penalty: 4571.000000
	Iteration 2F: 3 clusters Score -1549205 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1549580.375000 Penalty: 4571.000000
	Iteration 3F: 3 clusters Score -1549580 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1549925.375000 Penalty: 4571.000000
	Iteration 4F: 3 clusters Score -1549925 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1550282.625000 Penalty: 4571.000000
	Iteration 5F: 3 clusters Score -1550283 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1550619.750000 Penalty: 4571.000000
	Iteration 6F: 3 clusters Score -1550620 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1550982.625000 Penalty: 4571.000000
	Iteration 7F: 3 clusters Score -1550983 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1551350.250000 Penalty: 4571.000000
	Iteration 8Q: 3 clusters Score -1551350 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1551671.875000 Penalty: 4571.000000
	Iteration 9Q: 3 clusters Score -1551672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1551905.250000 Penalty: 4571.000000
	Iteration 10Q: 3 clusters Score -1551905 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1552078.500000 Penalty: 4571.000000
	Iteration 11Q: 3 clusters Score -1552078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1552199.250000 Penalty: 4571.000000
	Iteration 12Q: 3 clusters Score -1552199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1552255.875000 Penalty: 4571.000000
	Iteration 13Q: 3 clusters Score -1552256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1552287.875000 Penalty: 4571.000000
	Iteration 14Q: 3 clusters Score -1552288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1552311.500000 Penalty: 4571.000000
	Iteration 15Q: 3 clusters Score -1552312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1552332.625000 Penalty: 4571.000000
	Iteration 16Q: 3 clusters Score -1552333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1552351.375000 Penalty: 4571.000000
	Iteration 17Q: 3 clusters Score -1552351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1552366.000000 Penalty: 4571.000000
	Iteration 18Q: 3 clusters Score -1552366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1552379.625000 Penalty: 4571.000000
	Iteration 19Q: 3 clusters Score -1552380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1552392.875000 Penalty: 4571.000000
	Iteration 20F: 3 clusters Score -1552393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1552403.000000 Penalty: 4571.000000
	Iteration 21Q: 3 clusters Score -1552403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1552414.000000 Penalty: 4571.000000
	Iteration 22Q: 3 clusters Score -1552414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1552413.625000 Penalty: 4571.000000
	Iteration 23Q: 3 clusters Score -1552414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1552426.125000 Penalty: 4571.000000
	Iteration 24Q: 3 clusters Score -1552426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1552430.500000 Penalty: 4571.000000
	Iteration 25Q: 3 clusters Score -1552430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1552433.250000 Penalty: 4571.000000
	Iteration 26Q: 3 clusters Score -1552433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1552441.000000 Penalty: 4571.000000
	Iteration 27Q: 3 clusters Score -1552441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1552451.625000 Penalty: 4571.000000
	Iteration 28Q: 3 clusters Score -1552452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1552452.875000 Penalty: 4571.000000
	Iteration 29Q: 3 clusters Score -1552453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1552454.000000 Penalty: 4571.000000
	Iteration 30Q: 3 clusters Score -1552454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1552451.125000 Penalty: 4571.000000
	Iteration 31Q: 3 clusters Score -1552451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1552449.875000 Penalty: 4571.000000
	Iteration 32Q: 3 clusters Score -1552450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1552450.750000 Penalty: 4571.000000
	Iteration 33Q: 3 clusters Score -1552451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1552451.125000 Penalty: 4571.000000
	Iteration 34Q: 3 clusters Score -1552451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1552452.625000 Penalty: 4571.000000
	Iteration 35Q: 3 clusters Score -1552453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1552452.250000 Penalty: 4571.000000
	Iteration 36Q: 3 clusters Score -1552452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1552452.250000 Penalty: 4571.000000
	Iteration 37F: 3 clusters Score -1552452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -105441.031250 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -105441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103711.148438 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -103711.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104178.656250 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -104178.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104391.289062 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -104391.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104569.648438 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -104569.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104681.750000 Penalty: 3371.778320
	Iteration 4F: 3 clusters Score -104681.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104756.851562 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -104756.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -104818.609375 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -104818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104890.515625 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -104890.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104944.718750 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -104944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -104959.117188 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -104959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104971.031250 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -104971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -104985.906250 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -104985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105007.875000 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -105007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105014.007812 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -105014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105015.867188 Penalty: 3371.778320
	Iteration 14F: 3 clusters Score -105015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -105028.531250 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -105028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105034.367188 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -105034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105034.367188 Penalty: 3371.778320
	Iteration 17F: 3 clusters Score -105034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1847861.250000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1847861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1838952.125000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1838952 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1841658.750000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1841659 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1842053.125000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1842053 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1842342.375000 Penalty: 4656.190918
	Iteration 3F: 3 clusters Score -1842342 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1842622.000000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1842622 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1842925.875000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1842926 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1843240.500000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1843240 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1843597.875000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1843598 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1844095.250000 Penalty: 4656.190918
	Iteration 8F: 3 clusters Score -1844095 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1844591.375000 Penalty: 4656.190918
	Iteration 9Q: 3 clusters Score -1844591 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1845023.000000 Penalty: 4656.190918
	Iteration 10Q: 3 clusters Score -1845023 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1845326.875000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1845327 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1845552.875000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1845553 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1845706.250000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1845706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1845794.000000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1845794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1845858.500000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1845858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1845895.500000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1845896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1845920.750000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1845921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1845931.000000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1845931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1845944.375000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1845944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1845948.875000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1845949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1845958.375000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1845958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1845965.125000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1845965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1845963.500000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1845964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1845968.500000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1845968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1845972.500000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1845972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1845973.375000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1845973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1845974.125000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1845974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1845975.375000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1845975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1845974.000000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1845974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1845979.500000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1845980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1845981.250000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1845981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1845981.750000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1845982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1845982.625000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1845983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1845983.000000 Penalty: 4656.190918
	Iteration 34Q: 3 clusters Score -1845983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1845983.000000 Penalty: 4656.190918
	Iteration 35F: 3 clusters Score -1845983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -774142.125000 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -774142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -769419.062500 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -769419.1 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -770568.875000 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -770568.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -770782.125000 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -770782.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -770923.000000 Penalty: 4254.177246
	Iteration 3Q: 3 clusters Score -770923 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -771003.000000 Penalty: 4254.177246
	Iteration 4Q: 3 clusters Score -771003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -771060.312500 Penalty: 4254.177246
	Iteration 5Q: 3 clusters Score -771060.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -771106.437500 Penalty: 4254.177246
	Iteration 6Q: 3 clusters Score -771106.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -771150.187500 Penalty: 4254.177246
	Iteration 7Q: 3 clusters Score -771150.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -771204.500000 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -771204.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -771255.875000 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -771255.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -771323.062500 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -771323.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -771415.062500 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -771415.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -771523.062500 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -771523.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -771663.312500 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -771663.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -771823.812500 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -771823.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -771998.750000 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -771998.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -772144.312500 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -772144.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -772298.812500 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -772298.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -772451.562500 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -772451.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -772556.437500 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -772556.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -772618.812500 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -772618.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -772673.312500 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -772673.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -772714.750000 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -772714.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -772739.062500 Penalty: 4254.177246
	Iteration 23Q: 3 clusters Score -772739.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -772762.625000 Penalty: 4254.177246
	Iteration 24Q: 3 clusters Score -772762.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -772778.750000 Penalty: 4254.177246
	Iteration 25Q: 3 clusters Score -772778.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -772794.312500 Penalty: 4254.177246
	Iteration 26Q: 3 clusters Score -772794.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -772811.500000 Penalty: 4254.177246
	Iteration 27Q: 3 clusters Score -772811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -772823.687500 Penalty: 4254.177246
	Iteration 28Q: 3 clusters Score -772823.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -772830.875000 Penalty: 4254.177246
	Iteration 29Q: 3 clusters Score -772830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -772839.812500 Penalty: 4254.177246
	Iteration 30Q: 3 clusters Score -772839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -772844.687500 Penalty: 4254.177246
	Iteration 31Q: 3 clusters Score -772844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -772847.500000 Penalty: 4254.177246
	Iteration 32Q: 3 clusters Score -772847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -772849.250000 Penalty: 4254.177246
	Iteration 33Q: 3 clusters Score -772849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -772852.687500 Penalty: 4254.177246
	Iteration 34Q: 3 clusters Score -772852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -772856.562500 Penalty: 4254.177246
	Iteration 35Q: 3 clusters Score -772856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -772859.437500 Penalty: 4254.177246
	Iteration 36Q: 3 clusters Score -772859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -772862.062500 Penalty: 4254.177246
	Iteration 37Q: 3 clusters Score -772862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -772863.312500 Penalty: 4254.177246
	Iteration 38Q: 3 clusters Score -772863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -772864.187500 Penalty: 4254.177246
	Iteration 39Q: 3 clusters Score -772864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -772863.937500 Penalty: 4254.177246
	Iteration 40F: 3 clusters Score -772863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -772866.875000 Penalty: 4254.177246
	Iteration 41Q: 3 clusters Score -772866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -772867.312500 Penalty: 4254.177246
	Iteration 42Q: 3 clusters Score -772867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -772872.812500 Penalty: 4254.177246
	Iteration 43Q: 3 clusters Score -772872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -772874.750000 Penalty: 4254.177246
	Iteration 44Q: 3 clusters Score -772874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -772874.562500 Penalty: 4254.177246
	Iteration 45Q: 3 clusters Score -772874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -772874.562500 Penalty: 4254.177246
	Iteration 46F: 3 clusters Score -772874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -315515.406250 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -315515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -312825.750000 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -312825.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -313301.000000 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -313301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313468.468750 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -313468.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313583.093750 Penalty: 3795.427002
	Iteration 3F: 3 clusters Score -313583.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -313675.593750 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -313675.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -313737.937500 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -313737.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -313804.218750 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -313804.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -313856.062500 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -313856.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -313890.968750 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -313891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -313920.906250 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -313920.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -313942.937500 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -313942.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -313974.031250 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -313974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -313996.531250 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -313996.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314016.125000 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -314016.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -314037.468750 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -314037.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -314069.062500 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -314069.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -314091.468750 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -314091.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -314107.687500 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -314107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -314118.437500 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -314118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -314127.968750 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -314128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -314137.281250 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -314137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -314141.125000 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -314141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -314145.750000 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -314145.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -314155.218750 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -314155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -314165.843750 Penalty: 3795.427002
	Iteration 24Q: 3 clusters Score -314165.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -314171.156250 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -314171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -314175.281250 Penalty: 3795.427002
	Iteration 26Q: 3 clusters Score -314175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -314176.812500 Penalty: 3795.427002
	Iteration 27Q: 3 clusters Score -314176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -314176.812500 Penalty: 3795.427002
	Iteration 28F: 3 clusters Score -314176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -351429.750000 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -351429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -348559.500000 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -348559.5 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -349369.218750 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -349369.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -349765.343750 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -349765.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -350125.593750 Penalty: 3865.823486
	Iteration 3F: 3 clusters Score -350125.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -350480.812500 Penalty: 3865.823486
	Iteration 4F: 3 clusters Score -350480.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -350769.187500 Penalty: 3865.823486
	Iteration 5F: 3 clusters Score -350769.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -350935.500000 Penalty: 3865.823486
	Iteration 6Q: 3 clusters Score -350935.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -351002.156250 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -351002.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -351030.531250 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -351030.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -351045.843750 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -351045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -351059.000000 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -351059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -351072.031250 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -351072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -351082.968750 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -351083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -351093.500000 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -351093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -351100.843750 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -351100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -351107.125000 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -351107.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -351113.343750 Penalty: 3865.823486
	Iteration 16Q: 3 clusters Score -351113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -351115.656250 Penalty: 3865.823486
	Iteration 17Q: 3 clusters Score -351115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -351115.968750 Penalty: 3865.823486
	Iteration 18Q: 3 clusters Score -351116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -351117.125000 Penalty: 3865.823486
	Iteration 19Q: 3 clusters Score -351117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -351117.125000 Penalty: 3865.823486
	Iteration 20F: 3 clusters Score -351117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -32880.820312 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -32880.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31917.894531 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -31917.89 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32267.890625 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -32267.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32336.238281 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -32336.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32368.771484 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -32368.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32383.605469 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -32383.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32391.968750 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -32391.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32393.544922 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -32393.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32403.052734 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -32403.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32403.052734 Penalty: 2870.301025
	Iteration 8F: 3 clusters Score -32403.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -60197.335938 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -60197.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58823.714844 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -58823.71 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59059.417969 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -59059.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59132.242188 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -59132.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59184.496094 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -59184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59215.687500 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -59215.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59234.863281 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -59234.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59259.082031 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -59259.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59271.750000 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -59271.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59291.628906 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -59291.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59312.652344 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -59312.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59332.085938 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -59332.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59339.769531 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -59339.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59342.085938 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -59342.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59349.562500 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -59349.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59353.761719 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -59353.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59357.003906 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -59357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59363.332031 Penalty: 3045.382812
	Iteration 16Q: 3 clusters Score -59363.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59369.128906 Penalty: 3045.382812
	Iteration 17F: 3 clusters Score -59369.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59394.371094 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -59394.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59399.152344 Penalty: 3045.382812
	Iteration 19Q: 3 clusters Score -59399.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59399.152344 Penalty: 3045.382812
	Iteration 20F: 3 clusters Score -59399.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -340552.687500 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -340552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -337769.718750 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -337769.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -338243.093750 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -338243.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -338389.375000 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -338389.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -338473.687500 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -338473.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -338530.375000 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -338530.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -338581.437500 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -338581.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -338619.468750 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -338619.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -338647.031250 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -338647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -338680.750000 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -338680.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -338713.843750 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -338713.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -338749.312500 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -338749.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -338793.437500 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -338793.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -338851.625000 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -338851.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -338889.218750 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -338889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -338916.062500 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -338916.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -338952.968750 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -338953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -338993.593750 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -338993.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -339037.875000 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -339037.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -339083.500000 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -339083.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -339140.468750 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -339140.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -339225.750000 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -339225.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -339304.625000 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -339304.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -339353.281250 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -339353.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -339403.375000 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -339403.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -339455.562500 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -339455.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -339492.906250 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -339492.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -339533.812500 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -339533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -339559.312500 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -339559.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -339573.312500 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -339573.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -339581.968750 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -339582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -339594.968750 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -339595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -339613.187500 Penalty: 3835.037598
	Iteration 31Q: 3 clusters Score -339613.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -339630.062500 Penalty: 3835.037598
	Iteration 32Q: 3 clusters Score -339630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -339638.781250 Penalty: 3835.037598
	Iteration 33Q: 3 clusters Score -339638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -339649.187500 Penalty: 3835.037598
	Iteration 34Q: 3 clusters Score -339649.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -339655.343750 Penalty: 3835.037598
	Iteration 35Q: 3 clusters Score -339655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -339658.843750 Penalty: 3835.037598
	Iteration 36Q: 3 clusters Score -339658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -339660.968750 Penalty: 3835.037598
	Iteration 37Q: 3 clusters Score -339661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -339663.343750 Penalty: 3835.037598
	Iteration 38Q: 3 clusters Score -339663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -339665.468750 Penalty: 3835.037598
	Iteration 39Q: 3 clusters Score -339665.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -339665.468750 Penalty: 3835.037598
	Iteration 40F: 3 clusters Score -339665.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -237654.703125 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -237654.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -235329.671875 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -235329.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -235958.328125 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -235958.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -236428.953125 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -236429 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -236851.375000 Penalty: 3687.098633
	Iteration 3F: 3 clusters Score -236851.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -237176.984375 Penalty: 3687.098633
	Iteration 4F: 3 clusters Score -237177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -237495.718750 Penalty: 3687.098633
	Iteration 5F: 3 clusters Score -237495.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -237704.718750 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -237704.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -237806.468750 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -237806.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237830.718750 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -237830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237844.093750 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -237844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -237852.937500 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -237852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -237860.484375 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -237860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -237863.078125 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -237863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237868.859375 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -237868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237873.375000 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -237873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237876.171875 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -237876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -237879.328125 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -237879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237883.531250 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -237883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237885.703125 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -237885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237887.781250 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -237887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237888.796875 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -237888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 184022 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Mstep: Class 39 contains 801 members 
Entering Unmasked Estep 
Score: -70304704.000000 Penalty: 126339.585938
Splitting cluster 25 changes total score from -70304920.000000 to -70304704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (184022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184022 members 
Entering Unmasked Estep 
Score: -28098582.000000 Penalty: 3006.457031
	Iteration 0F: 2 clusters Score -2.809858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -27982994.000000 Penalty: 6012.914062
	Iteration 0F: 3 clusters Score -2.798299e+07 nChanged 88466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -28035056.000000 Penalty: 6012.914062
	Iteration 1F: 3 clusters Score -2.803506e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -28036720.000000 Penalty: 6012.914062
	Iteration 2Q: 3 clusters Score -2.803672e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -28039298.000000 Penalty: 6012.914062
	Iteration 3Q: 3 clusters Score -2.80393e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -28043740.000000 Penalty: 6012.914062
	Iteration 4Q: 3 clusters Score -2.804374e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 128469 members 
Entering Unmasked Estep 
Score: -28052040.000000 Penalty: 6012.914062
	Iteration 5F: 3 clusters Score -2.805204e+07 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 144088 members 
Entering Unmasked Estep 
Score: -28064832.000000 Penalty: 6012.914062
	Iteration 6F: 3 clusters Score -2.806483e+07 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 160534 members 
Entering Unmasked Estep 
Score: -28079142.000000 Penalty: 6012.914062
	Iteration 7F: 3 clusters Score -2.807914e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -28088724.000000 Penalty: 6012.914062
	Iteration 8F: 3 clusters Score -2.808872e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -28093196.000000 Penalty: 6012.914062
	Iteration 9Q: 3 clusters Score -2.80932e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 182073 members 
Entering Unmasked Estep 
Score: -28094720.000000 Penalty: 6012.914062
	Iteration 10Q: 3 clusters Score -2.809472e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 183028 members 
Entering Unmasked Estep 
Score: -28095462.000000 Penalty: 6012.914062
	Iteration 11Q: 3 clusters Score -2.809546e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 183346 members 
Entering Unmasked Estep 
Score: -28095698.000000 Penalty: 6012.914062
	Iteration 12Q: 3 clusters Score -2.80957e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183468 members 
Entering Unmasked Estep 
Score: -28095822.000000 Penalty: 6012.914062
	Iteration 13Q: 3 clusters Score -2.809582e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 183527 members 
Entering Unmasked Estep 
Score: -28095880.000000 Penalty: 6012.914062
	Iteration 14Q: 3 clusters Score -2.809588e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183568 members 
Entering Unmasked Estep 
Score: -28095938.000000 Penalty: 6012.914062
	Iteration 15Q: 3 clusters Score -2.809594e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 183586 members 
Entering Unmasked Estep 
Score: -28095966.000000 Penalty: 6012.914062
	Iteration 16Q: 3 clusters Score -2.809597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 183597 members 
Entering Unmasked Estep 
Score: -28095984.000000 Penalty: 6012.914062
	Iteration 17Q: 3 clusters Score -2.809598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183612 members 
Entering Unmasked Estep 
Score: -28096022.000000 Penalty: 6012.914062
	Iteration 18Q: 3 clusters Score -2.809602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 183619 members 
Entering Unmasked Estep 
Score: -28096052.000000 Penalty: 6012.914062
	Iteration 19Q: 3 clusters Score -2.809605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 183617 members 
Entering Unmasked Estep 
Score: -28096058.000000 Penalty: 6012.914062
	Iteration 20F: 3 clusters Score -2.809606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 183622 members 
Entering Unmasked Estep 
Score: -28096084.000000 Penalty: 6012.914062
	Iteration 21Q: 3 clusters Score -2.809608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 183627 members 
Entering Unmasked Estep 
Score: -28096086.000000 Penalty: 6012.914062
	Iteration 22Q: 3 clusters Score -2.809609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 183625 members 
Entering Unmasked Estep 
Score: -28096078.000000 Penalty: 6012.914062
	Iteration 23Q: 3 clusters Score -2.809608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -28096084.000000 Penalty: 6012.914062
	Iteration 24Q: 3 clusters Score -2.809608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183624 members 
Entering Unmasked Estep 
Score: -28096086.000000 Penalty: 6012.914062
	Iteration 25Q: 3 clusters Score -2.809609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183624 members 
Entering Unmasked Estep 
Score: -28096086.000000 Penalty: 6012.914062
	Iteration 26F: 3 clusters Score -2.809609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Entering Unmasked Estep 
Score: -4343256.000000 Penalty: 2546.659912
	Iteration 0F: 2 clusters Score -4343256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4323516.500000 Penalty: 5093.319824
	Iteration 0F: 3 clusters Score -4323516 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4330566.500000 Penalty: 5093.319824
	Iteration 1F: 3 clusters Score -4330566 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4331022.500000 Penalty: 5093.319824
	Iteration 2Q: 3 clusters Score -4331022 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4331426.000000 Penalty: 5093.319824
	Iteration 3Q: 3 clusters Score -4331426 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4331875.500000 Penalty: 5093.319824
	Iteration 4Q: 3 clusters Score -4331876 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4332294.000000 Penalty: 5093.319824
	Iteration 5Q: 3 clusters Score -4332294 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4332855.000000 Penalty: 5093.319824
	Iteration 6Q: 3 clusters Score -4332855 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4333583.000000 Penalty: 5093.319824
	Iteration 7Q: 3 clusters Score -4333583 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4334527.500000 Penalty: 5093.319824
	Iteration 8F: 3 clusters Score -4334528 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4335752.000000 Penalty: 5093.319824
	Iteration 9F: 3 clusters Score -4335752 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4337105.000000 Penalty: 5093.319824
	Iteration 10F: 3 clusters Score -4337105 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4338359.500000 Penalty: 5093.319824
	Iteration 11F: 3 clusters Score -4338360 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4339342.000000 Penalty: 5093.319824
	Iteration 12Q: 3 clusters Score -4339342 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4340015.500000 Penalty: 5093.319824
	Iteration 13Q: 3 clusters Score -4340016 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -4340447.500000 Penalty: 5093.319824
	Iteration 14Q: 3 clusters Score -4340448 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4340685.000000 Penalty: 5093.319824
	Iteration 15Q: 3 clusters Score -4340685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4340834.500000 Penalty: 5093.319824
	Iteration 16Q: 3 clusters Score -4340834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4340903.500000 Penalty: 5093.319824
	Iteration 17Q: 3 clusters Score -4340904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4340954.000000 Penalty: 5093.319824
	Iteration 18Q: 3 clusters Score -4340954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4340985.500000 Penalty: 5093.319824
	Iteration 19Q: 3 clusters Score -4340986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4341016.500000 Penalty: 5093.319824
	Iteration 20F: 3 clusters Score -4341016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4341039.500000 Penalty: 5093.319824
	Iteration 21Q: 3 clusters Score -4341040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4341049.500000 Penalty: 5093.319824
	Iteration 22Q: 3 clusters Score -4341050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4341046.500000 Penalty: 5093.319824
	Iteration 23Q: 3 clusters Score -4341046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4341056.500000 Penalty: 5093.319824
	Iteration 24Q: 3 clusters Score -4341056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4341059.500000 Penalty: 5093.319824
	Iteration 25Q: 3 clusters Score -4341060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4341059.500000 Penalty: 5093.319824
	Iteration 26F: 3 clusters Score -4341060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -321448.000000 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -321448 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 1122 members 
Entering Unmasked Estep 
Score: -318716.593750 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -318716.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -319246.656250 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -319246.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319452.062500 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -319452.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -319611.281250 Penalty: 3822.256836
	Iteration 3F: 3 clusters Score -319611.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -319739.031250 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -319739 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -319864.937500 Penalty: 3822.256836
	Iteration 5F: 3 clusters Score -319864.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -319966.937500 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -319966.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -320061.250000 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -320061.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -320142.250000 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -320142.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -320183.687500 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -320183.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -320214.843750 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -320214.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -320249.250000 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -320249.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -320283.906250 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -320283.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -320307.781250 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -320307.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -320320.687500 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -320320.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -320331.093750 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -320331.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320347.875000 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -320347.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -320368.750000 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -320368.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -320386.843750 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -320386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -320398.593750 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -320398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -320408.500000 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -320408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320415.562500 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -320415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -320422.687500 Penalty: 3822.256836
	Iteration 22Q: 3 clusters Score -320422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -320428.781250 Penalty: 3822.256836
	Iteration 23Q: 3 clusters Score -320428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -320432.437500 Penalty: 3822.256836
	Iteration 24Q: 3 clusters Score -320432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -320434.437500 Penalty: 3822.256836
	Iteration 25Q: 3 clusters Score -320434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -320436.500000 Penalty: 3822.256836
	Iteration 26Q: 3 clusters Score -320436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320436.375000 Penalty: 3822.256836
	Iteration 27Q: 3 clusters Score -320436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320436.375000 Penalty: 3822.256836
	Iteration 28F: 3 clusters Score -320436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -92650.000000 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -92650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91130.585938 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -91130.59 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91698.203125 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -91698.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92051.500000 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -92051.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92350.828125 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -92350.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92532.398438 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -92532.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92602.031250 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -92602.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92662.890625 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -92662.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92720.960938 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -92720.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92788.937500 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -92788.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92826.734375 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -92826.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92852.312500 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -92852.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92875.398438 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -92875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92886.679688 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -92886.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92913.765625 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -92913.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92932.335938 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -92932.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92963.687500 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -92963.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93002.851562 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -93002.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93139.304688 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -93139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93191.179688 Penalty: 3256.371582
	Iteration 18Q: 3 clusters Score -93191.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93200.265625 Penalty: 3256.371582
	Iteration 19Q: 3 clusters Score -93200.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93207.757812 Penalty: 3256.371582
	Iteration 20F: 3 clusters Score -93207.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93210.656250 Penalty: 3256.371582
	Iteration 21Q: 3 clusters Score -93210.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93212.445312 Penalty: 3256.371582
	Iteration 22Q: 3 clusters Score -93212.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93213.546875 Penalty: 3256.371582
	Iteration 23Q: 3 clusters Score -93213.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93213.546875 Penalty: 3256.371582
	Iteration 24F: 3 clusters Score -93213.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184022 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 262 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Mstep: Class 39 contains 448 members 
Entering Unmasked Estep 
Score: -70304800.000000 Penalty: 126339.585938
Splitting cluster 29 changes total score from -70304920.000000 to -70304800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (36326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Entering Unmasked Estep 
Score: -5527020.500000 Penalty: 2604.071777
	Iteration 0F: 2 clusters Score -5527020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5502318.500000 Penalty: 5208.143555
	Iteration 0F: 3 clusters Score -5502318 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5511942.000000 Penalty: 5208.143555
	Iteration 1F: 3 clusters Score -5511942 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5513034.500000 Penalty: 5208.143555
	Iteration 2F: 3 clusters Score -5513034 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5514341.000000 Penalty: 5208.143555
	Iteration 3F: 3 clusters Score -5514341 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5515888.500000 Penalty: 5208.143555
	Iteration 4F: 3 clusters Score -5515888 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -5517396.500000 Penalty: 5208.143555
	Iteration 5F: 3 clusters Score -5517396 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -5518714.500000 Penalty: 5208.143555
	Iteration 6F: 3 clusters Score -5518714 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -5519771.500000 Penalty: 5208.143555
	Iteration 7F: 3 clusters Score -5519772 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5520555.000000 Penalty: 5208.143555
	Iteration 8Q: 3 clusters Score -5520555 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5521058.000000 Penalty: 5208.143555
	Iteration 9Q: 3 clusters Score -5521058 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5521360.500000 Penalty: 5208.143555
	Iteration 10Q: 3 clusters Score -5521360 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5521553.000000 Penalty: 5208.143555
	Iteration 11Q: 3 clusters Score -5521553 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -5521654.500000 Penalty: 5208.143555
	Iteration 12Q: 3 clusters Score -5521654 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -5521706.000000 Penalty: 5208.143555
	Iteration 13Q: 3 clusters Score -5521706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5521760.500000 Penalty: 5208.143555
	Iteration 14Q: 3 clusters Score -5521760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5521774.500000 Penalty: 5208.143555
	Iteration 15Q: 3 clusters Score -5521774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -5521826.000000 Penalty: 5208.143555
	Iteration 16Q: 3 clusters Score -5521826 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -5521849.000000 Penalty: 5208.143555
	Iteration 17Q: 3 clusters Score -5521849 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -5521899.000000 Penalty: 5208.143555
	Iteration 18Q: 3 clusters Score -5521899 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5521924.000000 Penalty: 5208.143555
	Iteration 19Q: 3 clusters Score -5521924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -5521955.000000 Penalty: 5208.143555
	Iteration 20F: 3 clusters Score -5521955 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -5521984.500000 Penalty: 5208.143555
	Iteration 21Q: 3 clusters Score -5521984 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -5522021.000000 Penalty: 5208.143555
	Iteration 22Q: 3 clusters Score -5522021 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5522057.500000 Penalty: 5208.143555
	Iteration 23Q: 3 clusters Score -5522058 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -5522087.000000 Penalty: 5208.143555
	Iteration 24Q: 3 clusters Score -5522087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -5522107.000000 Penalty: 5208.143555
	Iteration 25Q: 3 clusters Score -5522107 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -5522134.500000 Penalty: 5208.143555
	Iteration 26Q: 3 clusters Score -5522134 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -5522152.000000 Penalty: 5208.143555
	Iteration 27Q: 3 clusters Score -5522152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5522163.500000 Penalty: 5208.143555
	Iteration 28Q: 3 clusters Score -5522164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -5522201.500000 Penalty: 5208.143555
	Iteration 29Q: 3 clusters Score -5522202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -5522234.000000 Penalty: 5208.143555
	Iteration 30Q: 3 clusters Score -5522234 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -5522261.000000 Penalty: 5208.143555
	Iteration 31Q: 3 clusters Score -5522261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -5522279.000000 Penalty: 5208.143555
	Iteration 32Q: 3 clusters Score -5522279 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -5522294.500000 Penalty: 5208.143555
	Iteration 33Q: 3 clusters Score -5522294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5522327.500000 Penalty: 5208.143555
	Iteration 34Q: 3 clusters Score -5522328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -5522353.500000 Penalty: 5208.143555
	Iteration 35Q: 3 clusters Score -5522354 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -5522374.500000 Penalty: 5208.143555
	Iteration 36Q: 3 clusters Score -5522374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -5522415.500000 Penalty: 5208.143555
	Iteration 37Q: 3 clusters Score -5522416 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -5522440.500000 Penalty: 5208.143555
	Iteration 38Q: 3 clusters Score -5522440 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -5522458.000000 Penalty: 5208.143555
	Iteration 39Q: 3 clusters Score -5522458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5522482.500000 Penalty: 5208.143555
	Iteration 40F: 3 clusters Score -5522482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -5522502.000000 Penalty: 5208.143555
	Iteration 41Q: 3 clusters Score -5522502 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5522533.000000 Penalty: 5208.143555
	Iteration 42Q: 3 clusters Score -5522533 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -5522588.500000 Penalty: 5208.143555
	Iteration 43Q: 3 clusters Score -5522588 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -5522631.000000 Penalty: 5208.143555
	Iteration 44Q: 3 clusters Score -5522631 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -5522695.500000 Penalty: 5208.143555
	Iteration 45Q: 3 clusters Score -5522696 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -5522729.000000 Penalty: 5208.143555
	Iteration 46Q: 3 clusters Score -5522729 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5522783.500000 Penalty: 5208.143555
	Iteration 47Q: 3 clusters Score -5522784 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -5522865.500000 Penalty: 5208.143555
	Iteration 48Q: 3 clusters Score -5522866 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5522944.000000 Penalty: 5208.143555
	Iteration 49Q: 3 clusters Score -5522944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -5523007.000000 Penalty: 5208.143555
	Iteration 50Q: 3 clusters Score -5523007 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5523092.000000 Penalty: 5208.143555
	Iteration 51Q: 3 clusters Score -5523092 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -5523182.000000 Penalty: 5208.143555
	Iteration 52Q: 3 clusters Score -5523182 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5523292.000000 Penalty: 5208.143555
	Iteration 53Q: 3 clusters Score -5523292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5523418.500000 Penalty: 5208.143555
	Iteration 54Q: 3 clusters Score -5523418 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5523523.000000 Penalty: 5208.143555
	Iteration 55Q: 3 clusters Score -5523523 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -5523629.500000 Penalty: 5208.143555
	Iteration 56Q: 3 clusters Score -5523630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -5523713.000000 Penalty: 5208.143555
	Iteration 57Q: 3 clusters Score -5523713 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5523783.000000 Penalty: 5208.143555
	Iteration 58Q: 3 clusters Score -5523783 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5523862.000000 Penalty: 5208.143555
	Iteration 59Q: 3 clusters Score -5523862 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5523944.000000 Penalty: 5208.143555
	Iteration 60F: 3 clusters Score -5523944 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -5524004.000000 Penalty: 5208.143555
	Iteration 61Q: 3 clusters Score -5524004 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5524064.500000 Penalty: 5208.143555
	Iteration 62Q: 3 clusters Score -5524064 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5524100.500000 Penalty: 5208.143555
	Iteration 63Q: 3 clusters Score -5524100 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5524130.500000 Penalty: 5208.143555
	Iteration 64Q: 3 clusters Score -5524130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5524190.000000 Penalty: 5208.143555
	Iteration 65Q: 3 clusters Score -5524190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -5524236.000000 Penalty: 5208.143555
	Iteration 66Q: 3 clusters Score -5524236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5524266.500000 Penalty: 5208.143555
	Iteration 67Q: 3 clusters Score -5524266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5524310.500000 Penalty: 5208.143555
	Iteration 68Q: 3 clusters Score -5524310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5524359.500000 Penalty: 5208.143555
	Iteration 69Q: 3 clusters Score -5524360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -5524399.500000 Penalty: 5208.143555
	Iteration 70Q: 3 clusters Score -5524400 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5524426.000000 Penalty: 5208.143555
	Iteration 71Q: 3 clusters Score -5524426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5524461.000000 Penalty: 5208.143555
	Iteration 72Q: 3 clusters Score -5524461 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -5524491.000000 Penalty: 5208.143555
	Iteration 73Q: 3 clusters Score -5524491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5524528.500000 Penalty: 5208.143555
	Iteration 74Q: 3 clusters Score -5524528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5524544.500000 Penalty: 5208.143555
	Iteration 75Q: 3 clusters Score -5524544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5524584.500000 Penalty: 5208.143555
	Iteration 76Q: 3 clusters Score -5524584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5524605.500000 Penalty: 5208.143555
	Iteration 77Q: 3 clusters Score -5524606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5524614.500000 Penalty: 5208.143555
	Iteration 78Q: 3 clusters Score -5524614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5524644.000000 Penalty: 5208.143555
	Iteration 79Q: 3 clusters Score -5524644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5524638.500000 Penalty: 5208.143555
	Iteration 80F: 3 clusters Score -5524638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5524643.500000 Penalty: 5208.143555
	Iteration 81Q: 3 clusters Score -5524644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5524659.500000 Penalty: 5208.143555
	Iteration 82Q: 3 clusters Score -5524660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5524677.500000 Penalty: 5208.143555
	Iteration 83Q: 3 clusters Score -5524678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5524695.000000 Penalty: 5208.143555
	Iteration 84Q: 3 clusters Score -5524695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5524702.000000 Penalty: 5208.143555
	Iteration 85Q: 3 clusters Score -5524702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5524723.000000 Penalty: 5208.143555
	Iteration 86Q: 3 clusters Score -5524723 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5524745.000000 Penalty: 5208.143555
	Iteration 87Q: 3 clusters Score -5524745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5524757.000000 Penalty: 5208.143555
	Iteration 88Q: 3 clusters Score -5524757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5524772.500000 Penalty: 5208.143555
	Iteration 89Q: 3 clusters Score -5524772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5524778.000000 Penalty: 5208.143555
	Iteration 90Q: 3 clusters Score -5524778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5524789.000000 Penalty: 5208.143555
	Iteration 91Q: 3 clusters Score -5524789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5524795.500000 Penalty: 5208.143555
	Iteration 92Q: 3 clusters Score -5524796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5524805.500000 Penalty: 5208.143555
	Iteration 93Q: 3 clusters Score -5524806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5524810.500000 Penalty: 5208.143555
	Iteration 94Q: 3 clusters Score -5524810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5524823.000000 Penalty: 5208.143555
	Iteration 95Q: 3 clusters Score -5524823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5524829.000000 Penalty: 5208.143555
	Iteration 96Q: 3 clusters Score -5524829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5524834.000000 Penalty: 5208.143555
	Iteration 97Q: 3 clusters Score -5524834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5524833.500000 Penalty: 5208.143555
	Iteration 98Q: 3 clusters Score -5524834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5524839.500000 Penalty: 5208.143555
	Iteration 99Q: 3 clusters Score -5524840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5524845.500000 Penalty: 5208.143555
	Iteration 100F: 3 clusters Score -5524846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5524850.500000 Penalty: 5208.143555
	Iteration 101Q: 3 clusters Score -5524850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5524855.000000 Penalty: 5208.143555
	Iteration 102Q: 3 clusters Score -5524855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5524856.000000 Penalty: 5208.143555
	Iteration 103Q: 3 clusters Score -5524856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5524849.000000 Penalty: 5208.143555
	Iteration 104Q: 3 clusters Score -5524849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5524858.500000 Penalty: 5208.143555
	Iteration 105Q: 3 clusters Score -5524858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5524866.500000 Penalty: 5208.143555
	Iteration 106Q: 3 clusters Score -5524866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5524861.000000 Penalty: 5208.143555
	Iteration 107Q: 3 clusters Score -5524861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5524870.500000 Penalty: 5208.143555
	Iteration 108Q: 3 clusters Score -5524870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5524868.000000 Penalty: 5208.143555
	Iteration 109Q: 3 clusters Score -5524868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5524882.500000 Penalty: 5208.143555
	Iteration 110Q: 3 clusters Score -5524882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5524886.000000 Penalty: 5208.143555
	Iteration 111Q: 3 clusters Score -5524886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5524897.000000 Penalty: 5208.143555
	Iteration 112Q: 3 clusters Score -5524897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5524900.000000 Penalty: 5208.143555
	Iteration 113Q: 3 clusters Score -5524900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5524895.500000 Penalty: 5208.143555
	Iteration 114Q: 3 clusters Score -5524896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5524893.000000 Penalty: 5208.143555
	Iteration 115Q: 3 clusters Score -5524893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5524893.500000 Penalty: 5208.143555
	Iteration 116Q: 3 clusters Score -5524894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5524892.500000 Penalty: 5208.143555
	Iteration 117Q: 3 clusters Score -5524892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5524896.500000 Penalty: 5208.143555
	Iteration 118Q: 3 clusters Score -5524896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5524898.000000 Penalty: 5208.143555
	Iteration 119Q: 3 clusters Score -5524898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5524907.000000 Penalty: 5208.143555
	Iteration 120F: 3 clusters Score -5524907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5524906.000000 Penalty: 5208.143555
	Iteration 121Q: 3 clusters Score -5524906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5524905.000000 Penalty: 5208.143555
	Iteration 122Q: 3 clusters Score -5524905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5524908.000000 Penalty: 5208.143555
	Iteration 123Q: 3 clusters Score -5524908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5524908.000000 Penalty: 5208.143555
	Iteration 124Q: 3 clusters Score -5524908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5524903.500000 Penalty: 5208.143555
	Iteration 125Q: 3 clusters Score -5524904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5524898.000000 Penalty: 5208.143555
	Iteration 126Q: 3 clusters Score -5524898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5524902.000000 Penalty: 5208.143555
	Iteration 127Q: 3 clusters Score -5524902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5524901.500000 Penalty: 5208.143555
	Iteration 128Q: 3 clusters Score -5524902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5524910.000000 Penalty: 5208.143555
	Iteration 129Q: 3 clusters Score -5524910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5524912.500000 Penalty: 5208.143555
	Iteration 130Q: 3 clusters Score -5524912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5524911.000000 Penalty: 5208.143555
	Iteration 131Q: 3 clusters Score -5524911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5524911.000000 Penalty: 5208.143555
	Iteration 132F: 3 clusters Score -5524911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Entering Unmasked Estep 
Score: -6886510.000000 Penalty: 2656.645996
	Iteration 0F: 2 clusters Score -6886510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -6856182.500000 Penalty: 5313.291992
	Iteration 0F: 3 clusters Score -6856182 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6867272.500000 Penalty: 5313.291992
	Iteration 1F: 3 clusters Score -6867272 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6867777.500000 Penalty: 5313.291992
	Iteration 2Q: 3 clusters Score -6867778 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -6868278.000000 Penalty: 5313.291992
	Iteration 3Q: 3 clusters Score -6868278 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -6868738.500000 Penalty: 5313.291992
	Iteration 4Q: 3 clusters Score -6868738 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -6869281.500000 Penalty: 5313.291992
	Iteration 5Q: 3 clusters Score -6869282 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -6869907.500000 Penalty: 5313.291992
	Iteration 6Q: 3 clusters Score -6869908 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -6870652.000000 Penalty: 5313.291992
	Iteration 7Q: 3 clusters Score -6870652 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -6871669.500000 Penalty: 5313.291992
	Iteration 8Q: 3 clusters Score -6871670 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -6873140.500000 Penalty: 5313.291992
	Iteration 9F: 3 clusters Score -6873140 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -6875045.000000 Penalty: 5313.291992
	Iteration 10F: 3 clusters Score -6875045 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -6877284.500000 Penalty: 5313.291992
	Iteration 11F: 3 clusters Score -6877284 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -6879521.000000 Penalty: 5313.291992
	Iteration 12F: 3 clusters Score -6879521 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -6881421.500000 Penalty: 5313.291992
	Iteration 13Q: 3 clusters Score -6881422 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -6882805.500000 Penalty: 5313.291992
	Iteration 14Q: 3 clusters Score -6882806 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -6883535.500000 Penalty: 5313.291992
	Iteration 15Q: 3 clusters Score -6883536 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6883865.500000 Penalty: 5313.291992
	Iteration 16Q: 3 clusters Score -6883866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6884023.500000 Penalty: 5313.291992
	Iteration 17Q: 3 clusters Score -6884024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -6884088.000000 Penalty: 5313.291992
	Iteration 18Q: 3 clusters Score -6884088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6884121.000000 Penalty: 5313.291992
	Iteration 19Q: 3 clusters Score -6884121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -6884158.000000 Penalty: 5313.291992
	Iteration 20F: 3 clusters Score -6884158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6884183.000000 Penalty: 5313.291992
	Iteration 21Q: 3 clusters Score -6884183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -6884206.500000 Penalty: 5313.291992
	Iteration 22Q: 3 clusters Score -6884206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6884222.000000 Penalty: 5313.291992
	Iteration 23Q: 3 clusters Score -6884222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6884231.500000 Penalty: 5313.291992
	Iteration 24Q: 3 clusters Score -6884232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6884242.000000 Penalty: 5313.291992
	Iteration 25Q: 3 clusters Score -6884242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -6884247.000000 Penalty: 5313.291992
	Iteration 26Q: 3 clusters Score -6884247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -6884251.000000 Penalty: 5313.291992
	Iteration 27Q: 3 clusters Score -6884251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -6884252.500000 Penalty: 5313.291992
	Iteration 28Q: 3 clusters Score -6884252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6884255.000000 Penalty: 5313.291992
	Iteration 29Q: 3 clusters Score -6884255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -6884254.500000 Penalty: 5313.291992
	Iteration 30Q: 3 clusters Score -6884254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -6884260.000000 Penalty: 5313.291992
	Iteration 31Q: 3 clusters Score -6884260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -6884264.500000 Penalty: 5313.291992
	Iteration 32Q: 3 clusters Score -6884264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6884270.000000 Penalty: 5313.291992
	Iteration 33Q: 3 clusters Score -6884270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6884270.000000 Penalty: 5313.291992
	Iteration 34F: 3 clusters Score -6884270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -25981.724609 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -25981.72 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 113 members 
Entering Unmasked Estep 
Score: -24998.349609 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -24998.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25238.996094 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -25239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25331.037109 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -25331.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25388.187500 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -25388.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25406.734375 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -25406.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25428.181641 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -25428.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25441.667969 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -25441.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25444.173828 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -25444.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25446.558594 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -25446.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25448.724609 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -25448.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25481.716797 Penalty: 2748.466797
	Iteration 10Q: 3 clusters Score -25481.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25485.822266 Penalty: 2748.466797
	Iteration 11Q: 3 clusters Score -25485.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25487.791016 Penalty: 2748.466797
	Iteration 12Q: 3 clusters Score -25487.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25489.646484 Penalty: 2748.466797
	Iteration 13F: 3 clusters Score -25489.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25526.625000 Penalty: 2748.466797
	Iteration 14Q: 3 clusters Score -25526.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25633.648438 Penalty: 2748.466797
	Iteration 15Q: 3 clusters Score -25633.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25702.843750 Penalty: 2748.466797
	Iteration 16Q: 3 clusters Score -25702.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25715.933594 Penalty: 2748.466797
	Iteration 17Q: 3 clusters Score -25715.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25731.800781 Penalty: 2748.466797
	Iteration 18Q: 3 clusters Score -25731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25756.916016 Penalty: 2748.466797
	Iteration 19Q: 3 clusters Score -25756.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25777.156250 Penalty: 2748.466797
	Iteration 20F: 3 clusters Score -25777.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25792.048828 Penalty: 2748.466797
	Iteration 21Q: 3 clusters Score -25792.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25799.886719 Penalty: 2748.466797
	Iteration 22Q: 3 clusters Score -25799.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25799.886719 Penalty: 2748.466797
	Iteration 23F: 3 clusters Score -25799.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -231481.281250 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -231481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -229131.890625 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -229131.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -229899.296875 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -229899.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230422.828125 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -230422.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230893.125000 Penalty: 3694.951172
	Iteration 3F: 3 clusters Score -230893.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -231154.031250 Penalty: 3694.951172
	Iteration 4F: 3 clusters Score -231154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -231309.921875 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -231309.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -231369.718750 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -231369.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -231423.265625 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -231423.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -231458.546875 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -231458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -231493.109375 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -231493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -231563.078125 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -231563.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -231608.593750 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -231608.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -231637.656250 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -231637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -231661.062500 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -231661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -231673.796875 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -231673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231692.390625 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -231692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -231697.109375 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -231697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -231699.734375 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -231699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -231702.968750 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -231703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -231708.046875 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -231708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -231713.015625 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -231713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -231721.140625 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -231721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -231725.187500 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -231725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -231726.531250 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -231726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -231727.671875 Penalty: 3694.951172
	Iteration 24Q: 3 clusters Score -231727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231730.968750 Penalty: 3694.951172
	Iteration 25Q: 3 clusters Score -231731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -231731.937500 Penalty: 3694.951172
	Iteration 26Q: 3 clusters Score -231731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -231731.937500 Penalty: 3694.951172
	Iteration 27F: 3 clusters Score -231731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184022 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Mstep: Class 39 contains 838 members 
Entering Unmasked Estep 
Score: -70304712.000000 Penalty: 126339.585938
Splitting cluster 33 changes total score from -70304920.000000 to -70304712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -66289.859375 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -66289.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64941.773438 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -64941.77 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65263.816406 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -65263.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65374.765625 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -65374.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65444.222656 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -65444.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65521.273438 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -65521.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65569.382812 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -65569.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65593.765625 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -65593.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65608.734375 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -65608.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65624.093750 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -65624.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65624.820312 Penalty: 3110.410156
	Iteration 9F: 3 clusters Score -65624.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65640.593750 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -65640.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65643.687500 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -65643.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65643.687500 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -65643.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -59112.019531 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -59112.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57732.828125 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -57732.83 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58251.949219 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -58251.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58533.964844 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -58533.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58667.476562 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -58667.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58916.285156 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -58916.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58968.394531 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -58968.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59007.218750 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -59007.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59028.039062 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -59028.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59048.726562 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -59048.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59048.726562 Penalty: 3058.047119
	Iteration 9F: 3 clusters Score -59048.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -10178.228516 Penalty: 1199.397827
	Iteration 0F: 2 clusters Score -10178.23 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 69 members 
Entering Unmasked Estep 
Score: -9400.817383 Penalty: 2398.795654
	Iteration 0F: 3 clusters Score -9400.817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9485.212891 Penalty: 2398.795654
	Iteration 1F: 3 clusters Score -9485.213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9492.417969 Penalty: 2398.795654
	Iteration 2Q: 3 clusters Score -9492.418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9502.409180 Penalty: 2398.795654
	Iteration 3Q: 3 clusters Score -9502.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9502.409180 Penalty: 2398.795654
	Iteration 4F: 3 clusters Score -9502.409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -77466.718750 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -77466.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75914.281250 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -75914.28 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76149.460938 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -76149.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76250.570312 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -76250.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76333.835938 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -76333.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76409.039062 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -76409.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76454.695312 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -76454.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76509.445312 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -76509.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76579.023438 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -76579.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76623.851562 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -76623.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76642.476562 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -76642.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76654.250000 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -76654.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76655.039062 Penalty: 3155.206055
	Iteration 11F: 3 clusters Score -76655.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76659.882812 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -76659.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76659.882812 Penalty: 3155.206055
	Iteration 13F: 3 clusters Score -76659.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184022 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70306296.000000 Penalty: 123100.109375
Iteration 119Q: 39 clusters Score -7.03063e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10015 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 76179 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10061 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11947 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184030 members 
Mstep: Class 27 contains 28818 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36325 members 
Mstep: Class 31 contains 44904 members 
Mstep: Class 32 contains 255 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307200.000000 Penalty: 123100.109375
Iteration 120F: 39 clusters Score -7.03072e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 76142 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10066 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11951 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184055 members 
Mstep: Class 27 contains 28817 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44903 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307728.000000 Penalty: 123100.109375
Iteration 121Q: 39 clusters Score -7.030773e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10024 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 76118 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11956 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184070 members 
Mstep: Class 27 contains 28818 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44899 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 126 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307664.000000 Penalty: 123100.109375
Iteration 122Q: 39 clusters Score -7.030766e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 76089 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 5305 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 184095 members 
Mstep: Class 27 contains 28818 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36326 members 
Mstep: Class 31 contains 44896 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307664.000000 Penalty: 123100.109375
Iteration 123Q: 39 clusters Score -7.030766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 11632 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 749 members 
Mstep: Class 14 contains 76061 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 184116 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36321 members 
Mstep: Class 31 contains 44895 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307720.000000 Penalty: 123100.109375
Iteration 124Q: 39 clusters Score -7.030772e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 76034 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11976 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184134 members 
Mstep: Class 27 contains 28819 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36318 members 
Mstep: Class 31 contains 44899 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307664.000000 Penalty: 123100.109375
Iteration 125Q: 39 clusters Score -7.030766e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 76003 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184163 members 
Mstep: Class 27 contains 28816 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36315 members 
Mstep: Class 31 contains 44903 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307680.000000 Penalty: 123100.109375
Iteration 126Q: 39 clusters Score -7.030768e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75981 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11981 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184184 members 
Mstep: Class 27 contains 28814 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36315 members 
Mstep: Class 31 contains 44905 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307592.000000 Penalty: 123100.109375
Iteration 127Q: 39 clusters Score -7.030759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10028 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75961 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11988 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184192 members 
Mstep: Class 27 contains 28814 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36316 members 
Mstep: Class 31 contains 44906 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307608.000000 Penalty: 123100.109375
Iteration 128Q: 39 clusters Score -7.030761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10028 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75949 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11988 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184201 members 
Mstep: Class 27 contains 28814 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36316 members 
Mstep: Class 31 contains 44910 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307616.000000 Penalty: 123100.109375
Iteration 129Q: 39 clusters Score -7.030762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75943 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11990 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184204 members 
Mstep: Class 27 contains 28814 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36316 members 
Mstep: Class 31 contains 44913 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307608.000000 Penalty: 123100.109375
Iteration 130Q: 39 clusters Score -7.030761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75931 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184209 members 
Mstep: Class 27 contains 28814 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36314 members 
Mstep: Class 31 contains 44913 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307648.000000 Penalty: 123100.109375
Iteration 131Q: 39 clusters Score -7.030765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10029 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75911 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11995 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184223 members 
Mstep: Class 27 contains 28814 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36314 members 
Mstep: Class 31 contains 44914 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307640.000000 Penalty: 123100.109375
Iteration 132Q: 39 clusters Score -7.030764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10030 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75895 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11995 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184239 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36313 members 
Mstep: Class 31 contains 44914 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307712.000000 Penalty: 123100.109375
Iteration 133Q: 39 clusters Score -7.030771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10032 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11995 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184248 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36314 members 
Mstep: Class 31 contains 44915 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307688.000000 Penalty: 123100.109375
Iteration 134Q: 39 clusters Score -7.030769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10034 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75872 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11996 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184256 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36313 members 
Mstep: Class 31 contains 44915 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307680.000000 Penalty: 123100.109375
Iteration 135Q: 39 clusters Score -7.030768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10037 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75859 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11996 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184265 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36312 members 
Mstep: Class 31 contains 44916 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307688.000000 Penalty: 123100.109375
Iteration 136Q: 39 clusters Score -7.030769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10039 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75845 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 11998 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184277 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36312 members 
Mstep: Class 31 contains 44916 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307672.000000 Penalty: 123100.109375
Iteration 137Q: 39 clusters Score -7.030767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10044 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75826 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184291 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36312 members 
Mstep: Class 31 contains 44917 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307656.000000 Penalty: 123100.109375
Iteration 138Q: 39 clusters Score -7.030766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10048 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75815 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184300 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36312 members 
Mstep: Class 31 contains 44917 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70307656.000000 Penalty: 123100.109375
Iteration 139Q: 39 clusters Score -7.030766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10054 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75803 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184308 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36312 members 
Mstep: Class 31 contains 44916 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308200.000000 Penalty: 123100.109375
Iteration 140F: 39 clusters Score -7.03082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10056 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 75794 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 184315 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36311 members 
Mstep: Class 31 contains 44916 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308832.000000 Penalty: 123100.109375
Iteration 141Q: 39 clusters Score -7.030883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75790 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184317 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36310 members 
Mstep: Class 31 contains 44917 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 132 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308904.000000 Penalty: 123100.109375
Iteration 142Q: 39 clusters Score -7.03089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184319 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36309 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 136 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308952.000000 Penalty: 123100.109375
Iteration 143Q: 39 clusters Score -7.030895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 138 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308960.000000 Penalty: 123100.109375
Iteration 144Q: 39 clusters Score -7.030896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308968.000000 Penalty: 123100.109375
Iteration 145Q: 39 clusters Score -7.030897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 142 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308960.000000 Penalty: 123100.109375
Iteration 146Q: 39 clusters Score -7.030896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70308976.000000 Penalty: 123100.109375
Iteration 147Q: 39 clusters Score -7.030898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70309680.000000 Penalty: 123100.109375
Iteration 148F: 39 clusters Score -7.030968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 1721 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 141 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310176.000000 Penalty: 123100.109375
Iteration 149Q: 39 clusters Score -7.031018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 1723 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310256.000000 Penalty: 123100.109375
Iteration 150Q: 39 clusters Score -7.031026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 160 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310320.000000 Penalty: 123100.109375
Iteration 151Q: 39 clusters Score -7.031032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75788 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 169 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310472.000000 Penalty: 123100.109375
Iteration 152Q: 39 clusters Score -7.031047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75786 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 900 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 184318 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36308 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 215 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 177 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310680.000000 Penalty: 123100.109375
Iteration 153Q: 39 clusters Score -7.031068e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75776 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 901 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184320 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36307 members 
Mstep: Class 31 contains 44919 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70310968.000000 Penalty: 123100.109375
Iteration 154Q: 39 clusters Score -7.031097e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10073 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 12002 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 184322 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36306 members 
Mstep: Class 31 contains 44921 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311024.000000 Penalty: 123100.109375
Iteration 155Q: 39 clusters Score -7.031102e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75750 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 907 members 
Mstep: Class 18 contains 12004 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 184326 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36306 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 228 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311296.000000 Penalty: 123100.109375
Iteration 156Q: 39 clusters Score -7.03113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75736 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 908 members 
Mstep: Class 18 contains 12007 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 184333 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36305 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 144 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311368.000000 Penalty: 123100.109375
Iteration 157Q: 39 clusters Score -7.031137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75728 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 12011 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36303 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 238 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70311320.000000 Penalty: 123100.109375
Iteration 158Q: 39 clusters Score -7.031132e+07 nChanged 22
Entering ConstructFrom: 
Score: -70311320.000000 Penalty: 123100.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -168272.640625 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -168272.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166192.375000 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -166192.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166477.359375 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -166477.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -166550.937500 Penalty: 3516.264404
	Iteration 2Q: 3 clusters Score -166550.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166583.375000 Penalty: 3516.264404
	Iteration 3Q: 3 clusters Score -166583.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -166630.343750 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -166630.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166669.265625 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -166669.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166689.703125 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -166689.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166702.531250 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -166702.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166717.250000 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -166717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166722.703125 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -166722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166733.859375 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -166733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166738.890625 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -166738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166742.093750 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -166742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -166754.078125 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -166754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -166774.250000 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -166774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166806.453125 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -166806.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166838.140625 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -166838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166860.250000 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -166860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166876.125000 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -166876.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166899.531250 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -166899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -166910.609375 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -166910.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -166919.000000 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -166919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166929.687500 Penalty: 3516.264404
	Iteration 22Q: 3 clusters Score -166929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -166942.750000 Penalty: 3516.264404
	Iteration 23Q: 3 clusters Score -166942.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166960.140625 Penalty: 3516.264404
	Iteration 24Q: 3 clusters Score -166960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -166971.015625 Penalty: 3516.264404
	Iteration 25Q: 3 clusters Score -166971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166984.890625 Penalty: 3516.264404
	Iteration 26Q: 3 clusters Score -166984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167000.718750 Penalty: 3516.264404
	Iteration 27Q: 3 clusters Score -167000.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167020.843750 Penalty: 3516.264404
	Iteration 28Q: 3 clusters Score -167020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -167041.921875 Penalty: 3516.264404
	Iteration 29Q: 3 clusters Score -167041.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -167057.703125 Penalty: 3516.264404
	Iteration 30Q: 3 clusters Score -167057.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -167073.500000 Penalty: 3516.264404
	Iteration 31Q: 3 clusters Score -167073.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167093.250000 Penalty: 3516.264404
	Iteration 32Q: 3 clusters Score -167093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167103.546875 Penalty: 3516.264404
	Iteration 33Q: 3 clusters Score -167103.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167119.703125 Penalty: 3516.264404
	Iteration 34Q: 3 clusters Score -167119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -167124.875000 Penalty: 3516.264404
	Iteration 35Q: 3 clusters Score -167124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167126.359375 Penalty: 3516.264404
	Iteration 36Q: 3 clusters Score -167126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167129.859375 Penalty: 3516.264404
	Iteration 37Q: 3 clusters Score -167129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -167130.703125 Penalty: 3516.264404
	Iteration 38Q: 3 clusters Score -167130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -167131.031250 Penalty: 3516.264404
	Iteration 39F: 3 clusters Score -167131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167134.531250 Penalty: 3516.264404
	Iteration 40F: 3 clusters Score -167134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167135.421875 Penalty: 3516.264404
	Iteration 41Q: 3 clusters Score -167135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -167135.843750 Penalty: 3516.264404
	Iteration 42Q: 3 clusters Score -167135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -167135.843750 Penalty: 3516.264404
	Iteration 43F: 3 clusters Score -167135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -215508.765625 Penalty: 1832.458618
	Iteration 0F: 2 clusters Score -215508.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -213205.890625 Penalty: 3664.917236
	Iteration 0F: 3 clusters Score -213205.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -213687.531250 Penalty: 3664.917236
	Iteration 1F: 3 clusters Score -213687.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213922.000000 Penalty: 3664.917236
	Iteration 2F: 3 clusters Score -213922 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -214134.468750 Penalty: 3664.917236
	Iteration 3F: 3 clusters Score -214134.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -214262.765625 Penalty: 3664.917236
	Iteration 4Q: 3 clusters Score -214262.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -214369.171875 Penalty: 3664.917236
	Iteration 5Q: 3 clusters Score -214369.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -214439.140625 Penalty: 3664.917236
	Iteration 6Q: 3 clusters Score -214439.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -214483.093750 Penalty: 3664.917236
	Iteration 7Q: 3 clusters Score -214483.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -214519.046875 Penalty: 3664.917236
	Iteration 8Q: 3 clusters Score -214519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -214547.562500 Penalty: 3664.917236
	Iteration 9Q: 3 clusters Score -214547.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -214583.234375 Penalty: 3664.917236
	Iteration 10Q: 3 clusters Score -214583.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -214614.000000 Penalty: 3664.917236
	Iteration 11Q: 3 clusters Score -214614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -214662.093750 Penalty: 3664.917236
	Iteration 12Q: 3 clusters Score -214662.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -214724.140625 Penalty: 3664.917236
	Iteration 13Q: 3 clusters Score -214724.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -214772.781250 Penalty: 3664.917236
	Iteration 14Q: 3 clusters Score -214772.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -214831.687500 Penalty: 3664.917236
	Iteration 15Q: 3 clusters Score -214831.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -214902.921875 Penalty: 3664.917236
	Iteration 16Q: 3 clusters Score -214902.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -214998.109375 Penalty: 3664.917236
	Iteration 17Q: 3 clusters Score -214998.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215131.500000 Penalty: 3664.917236
	Iteration 18Q: 3 clusters Score -215131.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -215243.062500 Penalty: 3664.917236
	Iteration 19Q: 3 clusters Score -215243.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215357.390625 Penalty: 3664.917236
	Iteration 20F: 3 clusters Score -215357.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215493.828125 Penalty: 3664.917236
	Iteration 21Q: 3 clusters Score -215493.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215572.312500 Penalty: 3664.917236
	Iteration 22Q: 3 clusters Score -215572.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -215620.484375 Penalty: 3664.917236
	Iteration 23Q: 3 clusters Score -215620.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215652.265625 Penalty: 3664.917236
	Iteration 24Q: 3 clusters Score -215652.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -215661.656250 Penalty: 3664.917236
	Iteration 25Q: 3 clusters Score -215661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215666.578125 Penalty: 3664.917236
	Iteration 26Q: 3 clusters Score -215666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215667.984375 Penalty: 3664.917236
	Iteration 27Q: 3 clusters Score -215668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215668.921875 Penalty: 3664.917236
	Iteration 28Q: 3 clusters Score -215668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215669.890625 Penalty: 3664.917236
	Iteration 29Q: 3 clusters Score -215669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215669.890625 Penalty: 3664.917236
	Iteration 30F: 3 clusters Score -215669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75723 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 775 members 
Entering Unmasked Estep 
Score: -70309944.000000 Penalty: 126339.585938
Splitting cluster 2 changes total score from -70311320.000000 to -70309944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -84586.992188 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -84586.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83033.992188 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -83033.99 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83475.242188 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -83475.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83923.023438 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -83923.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84226.507812 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -84226.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -84420.375000 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -84420.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84578.312500 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -84578.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84821.171875 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -84821.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84905.164062 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -84905.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84952.015625 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -84952.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85001.835938 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -85001.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85025.859375 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -85025.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85055.710938 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -85055.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85064.718750 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -85064.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85065.906250 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -85065.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85065.906250 Penalty: 3217.891357
	Iteration 14F: 3 clusters Score -85065.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75723 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 258 members 
Entering Unmasked Estep 
Score: -70310184.000000 Penalty: 126339.585938
Splitting cluster 3 changes total score from -70311320.000000 to -70310184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Entering Unmasked Estep 
Score: -1766454.625000 Penalty: 2333.601562
	Iteration 0F: 2 clusters Score -1766455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1757296.125000 Penalty: 4667.203125
	Iteration 0F: 3 clusters Score -1757296 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1760087.500000 Penalty: 4667.203125
	Iteration 1F: 3 clusters Score -1760088 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1760484.000000 Penalty: 4667.203125
	Iteration 2F: 3 clusters Score -1760484 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1760801.375000 Penalty: 4667.203125
	Iteration 3F: 3 clusters Score -1760801 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1761099.625000 Penalty: 4667.203125
	Iteration 4Q: 3 clusters Score -1761100 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1761448.625000 Penalty: 4667.203125
	Iteration 5Q: 3 clusters Score -1761449 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1761810.375000 Penalty: 4667.203125
	Iteration 6Q: 3 clusters Score -1761810 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1762154.375000 Penalty: 4667.203125
	Iteration 7Q: 3 clusters Score -1762154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1762479.875000 Penalty: 4667.203125
	Iteration 8Q: 3 clusters Score -1762480 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1762773.875000 Penalty: 4667.203125
	Iteration 9Q: 3 clusters Score -1762774 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1763029.875000 Penalty: 4667.203125
	Iteration 10Q: 3 clusters Score -1763030 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1763265.250000 Penalty: 4667.203125
	Iteration 11Q: 3 clusters Score -1763265 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1763446.000000 Penalty: 4667.203125
	Iteration 12Q: 3 clusters Score -1763446 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1763620.625000 Penalty: 4667.203125
	Iteration 13Q: 3 clusters Score -1763621 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1763768.250000 Penalty: 4667.203125
	Iteration 14Q: 3 clusters Score -1763768 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1763880.375000 Penalty: 4667.203125
	Iteration 15Q: 3 clusters Score -1763880 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1763943.125000 Penalty: 4667.203125
	Iteration 16Q: 3 clusters Score -1763943 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1764004.000000 Penalty: 4667.203125
	Iteration 17Q: 3 clusters Score -1764004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1764051.000000 Penalty: 4667.203125
	Iteration 18Q: 3 clusters Score -1764051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1764100.750000 Penalty: 4667.203125
	Iteration 19Q: 3 clusters Score -1764101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1764139.500000 Penalty: 4667.203125
	Iteration 20F: 3 clusters Score -1764140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1764178.000000 Penalty: 4667.203125
	Iteration 21Q: 3 clusters Score -1764178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1764212.500000 Penalty: 4667.203125
	Iteration 22Q: 3 clusters Score -1764212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1764236.750000 Penalty: 4667.203125
	Iteration 23Q: 3 clusters Score -1764237 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1764253.500000 Penalty: 4667.203125
	Iteration 24Q: 3 clusters Score -1764254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1764262.000000 Penalty: 4667.203125
	Iteration 25Q: 3 clusters Score -1764262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1764281.000000 Penalty: 4667.203125
	Iteration 26Q: 3 clusters Score -1764281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1764285.250000 Penalty: 4667.203125
	Iteration 27Q: 3 clusters Score -1764285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1764292.375000 Penalty: 4667.203125
	Iteration 28Q: 3 clusters Score -1764292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1764296.375000 Penalty: 4667.203125
	Iteration 29Q: 3 clusters Score -1764296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1764302.875000 Penalty: 4667.203125
	Iteration 30Q: 3 clusters Score -1764303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1764311.750000 Penalty: 4667.203125
	Iteration 31Q: 3 clusters Score -1764312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1764311.625000 Penalty: 4667.203125
	Iteration 32Q: 3 clusters Score -1764312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1764315.125000 Penalty: 4667.203125
	Iteration 33Q: 3 clusters Score -1764315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1764322.875000 Penalty: 4667.203125
	Iteration 34Q: 3 clusters Score -1764323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1764328.000000 Penalty: 4667.203125
	Iteration 35Q: 3 clusters Score -1764328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1764328.750000 Penalty: 4667.203125
	Iteration 36Q: 3 clusters Score -1764329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1764333.625000 Penalty: 4667.203125
	Iteration 37Q: 3 clusters Score -1764334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1764339.625000 Penalty: 4667.203125
	Iteration 38Q: 3 clusters Score -1764340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1764340.125000 Penalty: 4667.203125
	Iteration 39Q: 3 clusters Score -1764340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1764346.125000 Penalty: 4667.203125
	Iteration 40F: 3 clusters Score -1764346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1764343.500000 Penalty: 4667.203125
	Iteration 41Q: 3 clusters Score -1764344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1764347.375000 Penalty: 4667.203125
	Iteration 42Q: 3 clusters Score -1764347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1764348.250000 Penalty: 4667.203125
	Iteration 43Q: 3 clusters Score -1764348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1764350.500000 Penalty: 4667.203125
	Iteration 44Q: 3 clusters Score -1764350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1764350.750000 Penalty: 4667.203125
	Iteration 45Q: 3 clusters Score -1764351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1764355.750000 Penalty: 4667.203125
	Iteration 46Q: 3 clusters Score -1764356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1764356.875000 Penalty: 4667.203125
	Iteration 47Q: 3 clusters Score -1764357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1764357.000000 Penalty: 4667.203125
	Iteration 48Q: 3 clusters Score -1764357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1764359.625000 Penalty: 4667.203125
	Iteration 49Q: 3 clusters Score -1764360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1764358.625000 Penalty: 4667.203125
	Iteration 50Q: 3 clusters Score -1764359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1764359.375000 Penalty: 4667.203125
	Iteration 51Q: 3 clusters Score -1764359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1764363.375000 Penalty: 4667.203125
	Iteration 52Q: 3 clusters Score -1764363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1764363.250000 Penalty: 4667.203125
	Iteration 53Q: 3 clusters Score -1764363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1764363.500000 Penalty: 4667.203125
	Iteration 54Q: 3 clusters Score -1764364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1764364.375000 Penalty: 4667.203125
	Iteration 55Q: 3 clusters Score -1764364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1764365.250000 Penalty: 4667.203125
	Iteration 56Q: 3 clusters Score -1764365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1764363.250000 Penalty: 4667.203125
	Iteration 57Q: 3 clusters Score -1764363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1764366.250000 Penalty: 4667.203125
	Iteration 58Q: 3 clusters Score -1764366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1764369.875000 Penalty: 4667.203125
	Iteration 59Q: 3 clusters Score -1764370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1764366.625000 Penalty: 4667.203125
	Iteration 60F: 3 clusters Score -1764367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1764367.375000 Penalty: 4667.203125
	Iteration 61Q: 3 clusters Score -1764367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1764367.250000 Penalty: 4667.203125
	Iteration 62Q: 3 clusters Score -1764367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1764365.125000 Penalty: 4667.203125
	Iteration 63Q: 3 clusters Score -1764365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1764370.250000 Penalty: 4667.203125
	Iteration 64Q: 3 clusters Score -1764370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1764369.625000 Penalty: 4667.203125
	Iteration 65Q: 3 clusters Score -1764370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1764372.625000 Penalty: 4667.203125
	Iteration 66Q: 3 clusters Score -1764373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1764373.375000 Penalty: 4667.203125
	Iteration 67Q: 3 clusters Score -1764373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1764373.500000 Penalty: 4667.203125
	Iteration 68Q: 3 clusters Score -1764374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1764374.000000 Penalty: 4667.203125
	Iteration 69Q: 3 clusters Score -1764374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1764378.375000 Penalty: 4667.203125
	Iteration 70Q: 3 clusters Score -1764378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1764386.375000 Penalty: 4667.203125
	Iteration 71Q: 3 clusters Score -1764386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1764382.875000 Penalty: 4667.203125
	Iteration 72Q: 3 clusters Score -1764383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1764390.375000 Penalty: 4667.203125
	Iteration 73Q: 3 clusters Score -1764390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1764402.625000 Penalty: 4667.203125
	Iteration 74Q: 3 clusters Score -1764403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1764402.250000 Penalty: 4667.203125
	Iteration 75Q: 3 clusters Score -1764402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1764408.750000 Penalty: 4667.203125
	Iteration 76Q: 3 clusters Score -1764409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1764409.875000 Penalty: 4667.203125
	Iteration 77Q: 3 clusters Score -1764410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1764413.125000 Penalty: 4667.203125
	Iteration 78Q: 3 clusters Score -1764413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1764422.125000 Penalty: 4667.203125
	Iteration 79Q: 3 clusters Score -1764422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1764415.500000 Penalty: 4667.203125
	Iteration 80F: 3 clusters Score -1764416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1764418.125000 Penalty: 4667.203125
	Iteration 81Q: 3 clusters Score -1764418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1764423.750000 Penalty: 4667.203125
	Iteration 82Q: 3 clusters Score -1764424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1764425.250000 Penalty: 4667.203125
	Iteration 83Q: 3 clusters Score -1764425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1764428.500000 Penalty: 4667.203125
	Iteration 84Q: 3 clusters Score -1764428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1764431.250000 Penalty: 4667.203125
	Iteration 85Q: 3 clusters Score -1764431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1764435.875000 Penalty: 4667.203125
	Iteration 86Q: 3 clusters Score -1764436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1764441.750000 Penalty: 4667.203125
	Iteration 87Q: 3 clusters Score -1764442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1764439.625000 Penalty: 4667.203125
	Iteration 88Q: 3 clusters Score -1764440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1764444.125000 Penalty: 4667.203125
	Iteration 89Q: 3 clusters Score -1764444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1764448.375000 Penalty: 4667.203125
	Iteration 90Q: 3 clusters Score -1764448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1764444.375000 Penalty: 4667.203125
	Iteration 91Q: 3 clusters Score -1764444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1764454.375000 Penalty: 4667.203125
	Iteration 92Q: 3 clusters Score -1764454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1764461.125000 Penalty: 4667.203125
	Iteration 93Q: 3 clusters Score -1764461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1764462.875000 Penalty: 4667.203125
	Iteration 94Q: 3 clusters Score -1764463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1764463.500000 Penalty: 4667.203125
	Iteration 95Q: 3 clusters Score -1764464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1764471.250000 Penalty: 4667.203125
	Iteration 96Q: 3 clusters Score -1764471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1764476.625000 Penalty: 4667.203125
	Iteration 97Q: 3 clusters Score -1764477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1764477.375000 Penalty: 4667.203125
	Iteration 98Q: 3 clusters Score -1764477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1764485.625000 Penalty: 4667.203125
	Iteration 99Q: 3 clusters Score -1764486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1764484.500000 Penalty: 4667.203125
	Iteration 100F: 3 clusters Score -1764484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1764486.375000 Penalty: 4667.203125
	Iteration 101Q: 3 clusters Score -1764486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1764488.250000 Penalty: 4667.203125
	Iteration 102Q: 3 clusters Score -1764488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1764488.500000 Penalty: 4667.203125
	Iteration 103Q: 3 clusters Score -1764488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1764488.250000 Penalty: 4667.203125
	Iteration 104Q: 3 clusters Score -1764488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1764489.750000 Penalty: 4667.203125
	Iteration 105Q: 3 clusters Score -1764490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1764492.750000 Penalty: 4667.203125
	Iteration 106Q: 3 clusters Score -1764493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1764495.125000 Penalty: 4667.203125
	Iteration 107Q: 3 clusters Score -1764495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1764497.500000 Penalty: 4667.203125
	Iteration 108Q: 3 clusters Score -1764498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1764494.125000 Penalty: 4667.203125
	Iteration 109Q: 3 clusters Score -1764494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1764495.750000 Penalty: 4667.203125
	Iteration 110Q: 3 clusters Score -1764496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1764495.125000 Penalty: 4667.203125
	Iteration 111Q: 3 clusters Score -1764495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1764500.250000 Penalty: 4667.203125
	Iteration 112Q: 3 clusters Score -1764500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1764504.750000 Penalty: 4667.203125
	Iteration 113Q: 3 clusters Score -1764505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1764504.875000 Penalty: 4667.203125
	Iteration 114Q: 3 clusters Score -1764505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1764511.500000 Penalty: 4667.203125
	Iteration 115Q: 3 clusters Score -1764512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1764511.875000 Penalty: 4667.203125
	Iteration 116Q: 3 clusters Score -1764512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1764510.000000 Penalty: 4667.203125
	Iteration 117Q: 3 clusters Score -1764510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1764509.625000 Penalty: 4667.203125
	Iteration 118Q: 3 clusters Score -1764510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1764514.875000 Penalty: 4667.203125
	Iteration 119Q: 3 clusters Score -1764515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1764516.625000 Penalty: 4667.203125
	Iteration 120F: 3 clusters Score -1764517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1764519.250000 Penalty: 4667.203125
	Iteration 121Q: 3 clusters Score -1764519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1764523.625000 Penalty: 4667.203125
	Iteration 122Q: 3 clusters Score -1764524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1764525.000000 Penalty: 4667.203125
	Iteration 123Q: 3 clusters Score -1764525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1764527.000000 Penalty: 4667.203125
	Iteration 124Q: 3 clusters Score -1764527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1764529.000000 Penalty: 4667.203125
	Iteration 125Q: 3 clusters Score -1764529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1764528.125000 Penalty: 4667.203125
	Iteration 126Q: 3 clusters Score -1764528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1764528.500000 Penalty: 4667.203125
	Iteration 127Q: 3 clusters Score -1764528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1764535.625000 Penalty: 4667.203125
	Iteration 128Q: 3 clusters Score -1764536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1764534.125000 Penalty: 4667.203125
	Iteration 129Q: 3 clusters Score -1764534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1764537.375000 Penalty: 4667.203125
	Iteration 130Q: 3 clusters Score -1764537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1764535.000000 Penalty: 4667.203125
	Iteration 131Q: 3 clusters Score -1764535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1764538.500000 Penalty: 4667.203125
	Iteration 132Q: 3 clusters Score -1764538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1764537.750000 Penalty: 4667.203125
	Iteration 133Q: 3 clusters Score -1764538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1764539.250000 Penalty: 4667.203125
	Iteration 134Q: 3 clusters Score -1764539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1764537.250000 Penalty: 4667.203125
	Iteration 135Q: 3 clusters Score -1764537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1764537.875000 Penalty: 4667.203125
	Iteration 136Q: 3 clusters Score -1764538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1764538.250000 Penalty: 4667.203125
	Iteration 137Q: 3 clusters Score -1764538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1764541.875000 Penalty: 4667.203125
	Iteration 138Q: 3 clusters Score -1764542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1764542.375000 Penalty: 4667.203125
	Iteration 139Q: 3 clusters Score -1764542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1764541.375000 Penalty: 4667.203125
	Iteration 140F: 3 clusters Score -1764541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1764544.250000 Penalty: 4667.203125
	Iteration 141Q: 3 clusters Score -1764544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1764542.875000 Penalty: 4667.203125
	Iteration 142Q: 3 clusters Score -1764543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1764544.250000 Penalty: 4667.203125
	Iteration 143Q: 3 clusters Score -1764544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1764545.625000 Penalty: 4667.203125
	Iteration 144Q: 3 clusters Score -1764546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1764545.875000 Penalty: 4667.203125
	Iteration 145Q: 3 clusters Score -1764546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1764546.250000 Penalty: 4667.203125
	Iteration 146Q: 3 clusters Score -1764546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1764543.750000 Penalty: 4667.203125
	Iteration 147Q: 3 clusters Score -1764544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1764546.875000 Penalty: 4667.203125
	Iteration 148Q: 3 clusters Score -1764547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1764551.500000 Penalty: 4667.203125
	Iteration 149Q: 3 clusters Score -1764552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1764550.625000 Penalty: 4667.203125
	Iteration 150Q: 3 clusters Score -1764551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1764550.375000 Penalty: 4667.203125
	Iteration 151Q: 3 clusters Score -1764550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1764549.375000 Penalty: 4667.203125
	Iteration 152Q: 3 clusters Score -1764549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1764549.375000 Penalty: 4667.203125
	Iteration 153F: 3 clusters Score -1764549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34886.582031 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34886.58 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 146 members 
Entering Unmasked Estep 
Score: -33679.042969 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33679.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33728.476562 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33728.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33746.261719 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33746.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33749.113281 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33749.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33749.113281 Penalty: 2742.596680
	Iteration 4F: 3 clusters Score -33749.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -56404.175781 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -56404.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55073.675781 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -55073.68 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55382.792969 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -55382.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55573.746094 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -55573.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55751.441406 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -55751.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55873.781250 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -55873.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55939.699219 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -55939.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55976.980469 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -55976.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56011.347656 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -56011.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56023.515625 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -56023.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56028.929688 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -56028.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56028.929688 Penalty: 3034.576172
	Iteration 10F: 3 clusters Score -56028.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Entering Unmasked Estep 
Score: -1752782.625000 Penalty: 2321.677002
	Iteration 0F: 2 clusters Score -1752783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1744035.125000 Penalty: 4643.354004
	Iteration 0F: 3 clusters Score -1744035 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1746697.125000 Penalty: 4643.354004
	Iteration 1F: 3 clusters Score -1746697 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1747066.125000 Penalty: 4643.354004
	Iteration 2F: 3 clusters Score -1747066 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1747369.500000 Penalty: 4643.354004
	Iteration 3F: 3 clusters Score -1747370 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1747670.250000 Penalty: 4643.354004
	Iteration 4Q: 3 clusters Score -1747670 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1747959.750000 Penalty: 4643.354004
	Iteration 5Q: 3 clusters Score -1747960 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1748284.000000 Penalty: 4643.354004
	Iteration 6Q: 3 clusters Score -1748284 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1748668.500000 Penalty: 4643.354004
	Iteration 7Q: 3 clusters Score -1748668 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1749071.875000 Penalty: 4643.354004
	Iteration 8Q: 3 clusters Score -1749072 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1749463.875000 Penalty: 4643.354004
	Iteration 9Q: 3 clusters Score -1749464 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1749839.375000 Penalty: 4643.354004
	Iteration 10Q: 3 clusters Score -1749839 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1750112.875000 Penalty: 4643.354004
	Iteration 11Q: 3 clusters Score -1750113 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1750292.750000 Penalty: 4643.354004
	Iteration 12Q: 3 clusters Score -1750293 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1750396.750000 Penalty: 4643.354004
	Iteration 13Q: 3 clusters Score -1750397 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1750463.500000 Penalty: 4643.354004
	Iteration 14Q: 3 clusters Score -1750464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1750521.625000 Penalty: 4643.354004
	Iteration 15Q: 3 clusters Score -1750522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1750575.375000 Penalty: 4643.354004
	Iteration 16Q: 3 clusters Score -1750575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1750622.500000 Penalty: 4643.354004
	Iteration 17Q: 3 clusters Score -1750622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1750651.500000 Penalty: 4643.354004
	Iteration 18Q: 3 clusters Score -1750652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1750669.000000 Penalty: 4643.354004
	Iteration 19Q: 3 clusters Score -1750669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1750685.875000 Penalty: 4643.354004
	Iteration 20F: 3 clusters Score -1750686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1750704.750000 Penalty: 4643.354004
	Iteration 21Q: 3 clusters Score -1750705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1750712.125000 Penalty: 4643.354004
	Iteration 22Q: 3 clusters Score -1750712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1750723.250000 Penalty: 4643.354004
	Iteration 23Q: 3 clusters Score -1750723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1750724.875000 Penalty: 4643.354004
	Iteration 24Q: 3 clusters Score -1750725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1750727.500000 Penalty: 4643.354004
	Iteration 25Q: 3 clusters Score -1750728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1750732.875000 Penalty: 4643.354004
	Iteration 26Q: 3 clusters Score -1750733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1750732.875000 Penalty: 4643.354004
	Iteration 27Q: 3 clusters Score -1750733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1750734.500000 Penalty: 4643.354004
	Iteration 28Q: 3 clusters Score -1750734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1750736.250000 Penalty: 4643.354004
	Iteration 29Q: 3 clusters Score -1750736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1750737.500000 Penalty: 4643.354004
	Iteration 30Q: 3 clusters Score -1750738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1750738.375000 Penalty: 4643.354004
	Iteration 31Q: 3 clusters Score -1750738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1750738.375000 Penalty: 4643.354004
	Iteration 32F: 3 clusters Score -1750738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -348867.468750 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -348867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -346037.750000 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -346037.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -346567.625000 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -346567.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -346704.875000 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -346704.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -346774.875000 Penalty: 3844.945068
	Iteration 3Q: 3 clusters Score -346774.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -346827.500000 Penalty: 3844.945068
	Iteration 4Q: 3 clusters Score -346827.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -346870.062500 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -346870.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -346902.281250 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -346902.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -346924.625000 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -346924.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -346936.531250 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -346936.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -346945.437500 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -346945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -346951.312500 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -346951.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -346959.250000 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -346959.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -346969.156250 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -346969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -346975.187500 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -346975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -346980.343750 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -346980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -346987.843750 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -346987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -346994.218750 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -346994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -346998.062500 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -346998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -347001.593750 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -347001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -347003.656250 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -347003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -347004.625000 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -347004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -347004.875000 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -347004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -347004.875000 Penalty: 3844.945068
	Iteration 22F: 3 clusters Score -347004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -1546514.500000 Penalty: 2286.411133
	Iteration 0F: 2 clusters Score -1546514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1538768.625000 Penalty: 4572.822266
	Iteration 0F: 3 clusters Score -1538769 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1541123.000000 Penalty: 4572.822266
	Iteration 1F: 3 clusters Score -1541123 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1541456.750000 Penalty: 4572.822266
	Iteration 2F: 3 clusters Score -1541457 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1541719.500000 Penalty: 4572.822266
	Iteration 3F: 3 clusters Score -1541720 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1541947.625000 Penalty: 4572.822266
	Iteration 4Q: 3 clusters Score -1541948 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1542200.875000 Penalty: 4572.822266
	Iteration 5Q: 3 clusters Score -1542201 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1542516.250000 Penalty: 4572.822266
	Iteration 6Q: 3 clusters Score -1542516 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1542832.875000 Penalty: 4572.822266
	Iteration 7F: 3 clusters Score -1542833 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1543103.750000 Penalty: 4572.822266
	Iteration 8Q: 3 clusters Score -1543104 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1543367.625000 Penalty: 4572.822266
	Iteration 9Q: 3 clusters Score -1543368 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1543611.000000 Penalty: 4572.822266
	Iteration 10Q: 3 clusters Score -1543611 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1543867.500000 Penalty: 4572.822266
	Iteration 11Q: 3 clusters Score -1543868 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1544138.500000 Penalty: 4572.822266
	Iteration 12Q: 3 clusters Score -1544138 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1544422.625000 Penalty: 4572.822266
	Iteration 13Q: 3 clusters Score -1544423 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1544698.625000 Penalty: 4572.822266
	Iteration 14Q: 3 clusters Score -1544699 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1544950.500000 Penalty: 4572.822266
	Iteration 15Q: 3 clusters Score -1544950 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1545195.000000 Penalty: 4572.822266
	Iteration 16Q: 3 clusters Score -1545195 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1545398.000000 Penalty: 4572.822266
	Iteration 17Q: 3 clusters Score -1545398 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1545554.000000 Penalty: 4572.822266
	Iteration 18Q: 3 clusters Score -1545554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1545652.250000 Penalty: 4572.822266
	Iteration 19Q: 3 clusters Score -1545652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1545708.000000 Penalty: 4572.822266
	Iteration 20F: 3 clusters Score -1545708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1545732.500000 Penalty: 4572.822266
	Iteration 21Q: 3 clusters Score -1545732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1545764.875000 Penalty: 4572.822266
	Iteration 22Q: 3 clusters Score -1545765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1545785.000000 Penalty: 4572.822266
	Iteration 23Q: 3 clusters Score -1545785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1545802.625000 Penalty: 4572.822266
	Iteration 24Q: 3 clusters Score -1545803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1545807.625000 Penalty: 4572.822266
	Iteration 25Q: 3 clusters Score -1545808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1545817.625000 Penalty: 4572.822266
	Iteration 26Q: 3 clusters Score -1545818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1545825.000000 Penalty: 4572.822266
	Iteration 27Q: 3 clusters Score -1545825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1545831.750000 Penalty: 4572.822266
	Iteration 28Q: 3 clusters Score -1545832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1545835.500000 Penalty: 4572.822266
	Iteration 29Q: 3 clusters Score -1545836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1545837.875000 Penalty: 4572.822266
	Iteration 30Q: 3 clusters Score -1545838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1545837.375000 Penalty: 4572.822266
	Iteration 31Q: 3 clusters Score -1545837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1545843.000000 Penalty: 4572.822266
	Iteration 32Q: 3 clusters Score -1545843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1545843.875000 Penalty: 4572.822266
	Iteration 33Q: 3 clusters Score -1545844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1545846.625000 Penalty: 4572.822266
	Iteration 34Q: 3 clusters Score -1545847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1545845.875000 Penalty: 4572.822266
	Iteration 35Q: 3 clusters Score -1545846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1545846.250000 Penalty: 4572.822266
	Iteration 36Q: 3 clusters Score -1545846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1545846.875000 Penalty: 4572.822266
	Iteration 37Q: 3 clusters Score -1545847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1545848.625000 Penalty: 4572.822266
	Iteration 38Q: 3 clusters Score -1545849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1545846.500000 Penalty: 4572.822266
	Iteration 39Q: 3 clusters Score -1545846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1545848.000000 Penalty: 4572.822266
	Iteration 40F: 3 clusters Score -1545848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113682.250000 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111910.273438 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111910.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112466.546875 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -112466.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113227.187500 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -113227.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -113619.484375 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -113619.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -113761.257812 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -113761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113789.890625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -113789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -113813.820312 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -113813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -113825.312500 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -113825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -113826.742188 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -113826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -113826.742188 Penalty: 3329.023193
	Iteration 9F: 3 clusters Score -113826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 75723 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 198 members 
Entering Unmasked Estep 
Score: -70309944.000000 Penalty: 126339.585938
Splitting cluster 10 changes total score from -70311320.000000 to -70309944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -252865.640625 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -252865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -250395.906250 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -250395.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -250794.796875 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -250794.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250882.953125 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -250883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -250992.250000 Penalty: 3696.103760
	Iteration 3Q: 3 clusters Score -250992.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -251070.390625 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -251070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251118.359375 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -251118.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -251152.750000 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -251152.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -251179.171875 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -251179.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -251195.671875 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -251195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -251202.281250 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -251202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251207.031250 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -251207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -251213.250000 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -251213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -251219.875000 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -251219.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -251223.625000 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -251223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -251224.500000 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -251224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -251225.625000 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -251225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -251225.625000 Penalty: 3696.103760
	Iteration 16F: 3 clusters Score -251225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -277854.718750 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -277854.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -275298.093750 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -275298.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -275737.781250 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -275737.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -275870.375000 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -275870.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -275948.125000 Penalty: 3744.866943
	Iteration 3Q: 3 clusters Score -275948.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -276003.250000 Penalty: 3744.866943
	Iteration 4Q: 3 clusters Score -276003.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -276051.843750 Penalty: 3744.866943
	Iteration 5Q: 3 clusters Score -276051.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276096.750000 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -276096.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -276139.437500 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -276139.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276186.562500 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -276186.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -276227.531250 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -276227.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -276265.156250 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -276265.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -276336.937500 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -276336.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -276423.937500 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -276423.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -276497.718750 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -276497.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -276548.718750 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -276548.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -276581.468750 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -276581.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -276611.718750 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -276611.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -276629.843750 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -276629.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -276655.562500 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -276655.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -276678.062500 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -276678.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -276697.062500 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -276697.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -276717.625000 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -276717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -276728.000000 Penalty: 3744.866943
	Iteration 22Q: 3 clusters Score -276728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -276735.906250 Penalty: 3744.866943
	Iteration 23Q: 3 clusters Score -276735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -276743.468750 Penalty: 3744.866943
	Iteration 24Q: 3 clusters Score -276743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -276746.906250 Penalty: 3744.866943
	Iteration 25Q: 3 clusters Score -276746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -276748.437500 Penalty: 3744.866943
	Iteration 26Q: 3 clusters Score -276748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -276750.625000 Penalty: 3744.866943
	Iteration 27Q: 3 clusters Score -276750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276752.718750 Penalty: 3744.866943
	Iteration 28Q: 3 clusters Score -276752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -276754.156250 Penalty: 3744.866943
	Iteration 29Q: 3 clusters Score -276754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276759.906250 Penalty: 3744.866943
	Iteration 30Q: 3 clusters Score -276759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -276763.281250 Penalty: 3744.866943
	Iteration 31Q: 3 clusters Score -276763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -276764.843750 Penalty: 3744.866943
	Iteration 32Q: 3 clusters Score -276764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -276765.312500 Penalty: 3744.866943
	Iteration 33Q: 3 clusters Score -276765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -276766.437500 Penalty: 3744.866943
	Iteration 34Q: 3 clusters Score -276766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -276766.437500 Penalty: 3744.866943
	Iteration 35F: 3 clusters Score -276766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -91691.984375 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -91691.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90030.000000 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -90030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90477.273438 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -90477.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90810.179688 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -90810.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90988.015625 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -90988.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91113.179688 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -91113.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91205.554688 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -91205.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91305.898438 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -91305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91360.296875 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -91360.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91417.054688 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -91417.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91458.039062 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -91458.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91490.000000 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -91490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91520.156250 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -91520.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91574.273438 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -91574.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91627.179688 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -91627.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91678.710938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -91678.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91730.539062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -91730.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91768.320312 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -91768.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91789.007812 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -91789.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91796.437500 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -91796.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91798.898438 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -91798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91799.273438 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -91799.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91802.710938 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -91802.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91810.562500 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -91810.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91818.031250 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -91818.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91832.117188 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -91832.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91852.148438 Penalty: 3284.877197
	Iteration 25Q: 3 clusters Score -91852.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91886.812500 Penalty: 3284.877197
	Iteration 26Q: 3 clusters Score -91886.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91931.812500 Penalty: 3284.877197
	Iteration 27Q: 3 clusters Score -91931.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91963.367188 Penalty: 3284.877197
	Iteration 28Q: 3 clusters Score -91963.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91973.835938 Penalty: 3284.877197
	Iteration 29Q: 3 clusters Score -91973.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91985.484375 Penalty: 3284.877197
	Iteration 30Q: 3 clusters Score -91985.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91995.429688 Penalty: 3284.877197
	Iteration 31F: 3 clusters Score -91995.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92007.179688 Penalty: 3284.877197
	Iteration 32Q: 3 clusters Score -92007.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92028.304688 Penalty: 3284.877197
	Iteration 33Q: 3 clusters Score -92028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92031.976562 Penalty: 3284.877197
	Iteration 34Q: 3 clusters Score -92031.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92040.281250 Penalty: 3284.877197
	Iteration 35Q: 3 clusters Score -92040.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92047.046875 Penalty: 3284.877197
	Iteration 36Q: 3 clusters Score -92047.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92064.687500 Penalty: 3284.877197
	Iteration 37Q: 3 clusters Score -92064.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92095.656250 Penalty: 3284.877197
	Iteration 38Q: 3 clusters Score -92095.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92132.960938 Penalty: 3284.877197
	Iteration 39Q: 3 clusters Score -92132.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92158.015625 Penalty: 3284.877197
	Iteration 40F: 3 clusters Score -92158.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92175.468750 Penalty: 3284.877197
	Iteration 41Q: 3 clusters Score -92175.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92223.078125 Penalty: 3284.877197
	Iteration 42Q: 3 clusters Score -92223.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92273.171875 Penalty: 3284.877197
	Iteration 43Q: 3 clusters Score -92273.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92372.812500 Penalty: 3284.877197
	Iteration 44Q: 3 clusters Score -92372.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92497.929688 Penalty: 3284.877197
	Iteration 45Q: 3 clusters Score -92497.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92645.375000 Penalty: 3284.877197
	Iteration 46Q: 3 clusters Score -92645.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92880.476562 Penalty: 3284.877197
	Iteration 47Q: 3 clusters Score -92880.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92882.062500 Penalty: 3284.877197
	Iteration 48Q: 3 clusters Score -92882.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92882.062500 Penalty: 3284.877197
	Iteration 49F: 3 clusters Score -92882.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 75723 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 350 members 
Entering Unmasked Estep 
Score: -70311008.000000 Penalty: 126339.585938
Splitting cluster 13 changes total score from -70311320.000000 to -70311008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (75723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Entering Unmasked Estep 
Score: -11673881.000000 Penalty: 2786.239746
	Iteration 0F: 2 clusters Score -1.167388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -11622970.000000 Penalty: 5572.479492
	Iteration 0F: 3 clusters Score -1.162297e+07 nChanged 35683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -11643839.000000 Penalty: 5572.479492
	Iteration 1F: 3 clusters Score -1.164384e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -11645144.000000 Penalty: 5572.479492
	Iteration 2Q: 3 clusters Score -1.164514e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -11646995.000000 Penalty: 5572.479492
	Iteration 3Q: 3 clusters Score -1.1647e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -11649628.000000 Penalty: 5572.479492
	Iteration 4F: 3 clusters Score -1.164963e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -11653355.000000 Penalty: 5572.479492
	Iteration 5F: 3 clusters Score -1.165336e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -11657711.000000 Penalty: 5572.479492
	Iteration 6F: 3 clusters Score -1.165771e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -11661611.000000 Penalty: 5572.479492
	Iteration 7F: 3 clusters Score -1.166161e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -11664147.000000 Penalty: 5572.479492
	Iteration 8F: 3 clusters Score -1.166415e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -11665547.000000 Penalty: 5572.479492
	Iteration 9Q: 3 clusters Score -1.166555e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -11666437.000000 Penalty: 5572.479492
	Iteration 10Q: 3 clusters Score -1.166644e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -11667328.000000 Penalty: 5572.479492
	Iteration 11Q: 3 clusters Score -1.166733e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -11668342.000000 Penalty: 5572.479492
	Iteration 12Q: 3 clusters Score -1.166834e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -11669512.000000 Penalty: 5572.479492
	Iteration 13Q: 3 clusters Score -1.166951e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -11670753.000000 Penalty: 5572.479492
	Iteration 14Q: 3 clusters Score -1.167075e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -11672051.000000 Penalty: 5572.479492
	Iteration 15Q: 3 clusters Score -1.167205e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -11673412.000000 Penalty: 5572.479492
	Iteration 16Q: 3 clusters Score -1.167341e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -11674489.000000 Penalty: 5572.479492
	Iteration 17Q: 3 clusters Score -1.167449e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -11675187.000000 Penalty: 5572.479492
	Iteration 18Q: 3 clusters Score -1.167519e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -11675539.000000 Penalty: 5572.479492
	Iteration 19Q: 3 clusters Score -1.167554e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -11675755.000000 Penalty: 5572.479492
	Iteration 20F: 3 clusters Score -1.167576e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -11675936.000000 Penalty: 5572.479492
	Iteration 21Q: 3 clusters Score -1.167594e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -11676067.000000 Penalty: 5572.479492
	Iteration 22Q: 3 clusters Score -1.167607e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -11676152.000000 Penalty: 5572.479492
	Iteration 23Q: 3 clusters Score -1.167615e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -11676218.000000 Penalty: 5572.479492
	Iteration 24Q: 3 clusters Score -1.167622e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -11676257.000000 Penalty: 5572.479492
	Iteration 25Q: 3 clusters Score -1.167626e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -11676289.000000 Penalty: 5572.479492
	Iteration 26Q: 3 clusters Score -1.167629e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -11676263.000000 Penalty: 5572.479492
	Iteration 27Q: 3 clusters Score -1.167626e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -11676301.000000 Penalty: 5572.479492
	Iteration 28Q: 3 clusters Score -1.16763e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -11676294.000000 Penalty: 5572.479492
	Iteration 29Q: 3 clusters Score -1.167629e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -11676327.000000 Penalty: 5572.479492
	Iteration 30Q: 3 clusters Score -1.167633e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -11676359.000000 Penalty: 5572.479492
	Iteration 31Q: 3 clusters Score -1.167636e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -11676343.000000 Penalty: 5572.479492
	Iteration 32Q: 3 clusters Score -1.167634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -11676347.000000 Penalty: 5572.479492
	Iteration 33Q: 3 clusters Score -1.167635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -11676349.000000 Penalty: 5572.479492
	Iteration 34Q: 3 clusters Score -1.167635e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -11676328.000000 Penalty: 5572.479492
	Iteration 35Q: 3 clusters Score -1.167633e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -11676316.000000 Penalty: 5572.479492
	Iteration 36Q: 3 clusters Score -1.167632e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -11676314.000000 Penalty: 5572.479492
	Iteration 37Q: 3 clusters Score -1.167631e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -11676325.000000 Penalty: 5572.479492
	Iteration 38Q: 3 clusters Score -1.167632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -11676330.000000 Penalty: 5572.479492
	Iteration 39Q: 3 clusters Score -1.167633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -11676326.000000 Penalty: 5572.479492
	Iteration 40F: 3 clusters Score -1.167633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -11676324.000000 Penalty: 5572.479492
	Iteration 41Q: 3 clusters Score -1.167632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -11676326.000000 Penalty: 5572.479492
	Iteration 42Q: 3 clusters Score -1.167633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -11676326.000000 Penalty: 5572.479492
	Iteration 43Q: 3 clusters Score -1.167633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -11676332.000000 Penalty: 5572.479492
	Iteration 44Q: 3 clusters Score -1.167633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -11676317.000000 Penalty: 5572.479492
	Iteration 45Q: 3 clusters Score -1.167632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -11676319.000000 Penalty: 5572.479492
	Iteration 46Q: 3 clusters Score -1.167632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -11676323.000000 Penalty: 5572.479492
	Iteration 47Q: 3 clusters Score -1.167632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -11676325.000000 Penalty: 5572.479492
	Iteration 48Q: 3 clusters Score -1.167632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -11676329.000000 Penalty: 5572.479492
	Iteration 49Q: 3 clusters Score -1.167633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -11676338.000000 Penalty: 5572.479492
	Iteration 50Q: 3 clusters Score -1.167634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -11676338.000000 Penalty: 5572.479492
	Iteration 51Q: 3 clusters Score -1.167634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -11676331.000000 Penalty: 5572.479492
	Iteration 52Q: 3 clusters Score -1.167633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -11676330.000000 Penalty: 5572.479492
	Iteration 53Q: 3 clusters Score -1.167633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -11676330.000000 Penalty: 5572.479492
	Iteration 54Q: 3 clusters Score -1.167633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -11676331.000000 Penalty: 5572.479492
	Iteration 55Q: 3 clusters Score -1.167633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -11676331.000000 Penalty: 5572.479492
	Iteration 56F: 3 clusters Score -1.167633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19609 members 
Entering Unmasked Estep 
Score: -70313688.000000 Penalty: 126339.585938
Splitting cluster 14 changes total score from -70311320.000000 to -70313688.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -1564682.625000 Penalty: 2291.952148
	Iteration 0F: 2 clusters Score -1564683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1556844.250000 Penalty: 4583.904297
	Iteration 0F: 3 clusters Score -1556844 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1559131.250000 Penalty: 4583.904297
	Iteration 1F: 3 clusters Score -1559131 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1559500.750000 Penalty: 4583.904297
	Iteration 2F: 3 clusters Score -1559501 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1559809.750000 Penalty: 4583.904297
	Iteration 3F: 3 clusters Score -1559810 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1560142.750000 Penalty: 4583.904297
	Iteration 4F: 3 clusters Score -1560143 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1560500.500000 Penalty: 4583.904297
	Iteration 5F: 3 clusters Score -1560500 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1560973.375000 Penalty: 4583.904297
	Iteration 6F: 3 clusters Score -1560973 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1561552.125000 Penalty: 4583.904297
	Iteration 7F: 3 clusters Score -1561552 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1562104.250000 Penalty: 4583.904297
	Iteration 8F: 3 clusters Score -1562104 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1562547.500000 Penalty: 4583.904297
	Iteration 9F: 3 clusters Score -1562548 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1562805.375000 Penalty: 4583.904297
	Iteration 10Q: 3 clusters Score -1562805 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1562964.000000 Penalty: 4583.904297
	Iteration 11Q: 3 clusters Score -1562964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1563075.250000 Penalty: 4583.904297
	Iteration 12Q: 3 clusters Score -1563075 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1563162.625000 Penalty: 4583.904297
	Iteration 13Q: 3 clusters Score -1563163 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1563215.750000 Penalty: 4583.904297
	Iteration 14Q: 3 clusters Score -1563216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1563258.625000 Penalty: 4583.904297
	Iteration 15Q: 3 clusters Score -1563259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1563294.500000 Penalty: 4583.904297
	Iteration 16Q: 3 clusters Score -1563294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1563318.875000 Penalty: 4583.904297
	Iteration 17Q: 3 clusters Score -1563319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1563341.750000 Penalty: 4583.904297
	Iteration 18Q: 3 clusters Score -1563342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1563363.625000 Penalty: 4583.904297
	Iteration 19Q: 3 clusters Score -1563364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1563402.625000 Penalty: 4583.904297
	Iteration 20F: 3 clusters Score -1563403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1563432.375000 Penalty: 4583.904297
	Iteration 21Q: 3 clusters Score -1563432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1563455.125000 Penalty: 4583.904297
	Iteration 22Q: 3 clusters Score -1563455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1563480.000000 Penalty: 4583.904297
	Iteration 23Q: 3 clusters Score -1563480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1563508.875000 Penalty: 4583.904297
	Iteration 24Q: 3 clusters Score -1563509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1563528.500000 Penalty: 4583.904297
	Iteration 25Q: 3 clusters Score -1563528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1563544.375000 Penalty: 4583.904297
	Iteration 26Q: 3 clusters Score -1563544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1563556.875000 Penalty: 4583.904297
	Iteration 27Q: 3 clusters Score -1563557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1563569.625000 Penalty: 4583.904297
	Iteration 28Q: 3 clusters Score -1563570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1563571.375000 Penalty: 4583.904297
	Iteration 29Q: 3 clusters Score -1563571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1563570.375000 Penalty: 4583.904297
	Iteration 30Q: 3 clusters Score -1563570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1563573.750000 Penalty: 4583.904297
	Iteration 31Q: 3 clusters Score -1563574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1563574.750000 Penalty: 4583.904297
	Iteration 32Q: 3 clusters Score -1563575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1563573.125000 Penalty: 4583.904297
	Iteration 33Q: 3 clusters Score -1563573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1563572.625000 Penalty: 4583.904297
	Iteration 34Q: 3 clusters Score -1563573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1563573.000000 Penalty: 4583.904297
	Iteration 35Q: 3 clusters Score -1563573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1563573.000000 Penalty: 4583.904297
	Iteration 36F: 3 clusters Score -1563573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -1557217.875000 Penalty: 2285.968262
	Iteration 0F: 2 clusters Score -1557218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1549473.500000 Penalty: 4571.936523
	Iteration 0F: 3 clusters Score -1549474 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1551756.625000 Penalty: 4571.936523
	Iteration 1F: 3 clusters Score -1551757 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1552075.875000 Penalty: 4571.936523
	Iteration 2F: 3 clusters Score -1552076 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1552319.250000 Penalty: 4571.936523
	Iteration 3F: 3 clusters Score -1552319 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1552505.875000 Penalty: 4571.936523
	Iteration 4Q: 3 clusters Score -1552506 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1552687.375000 Penalty: 4571.936523
	Iteration 5Q: 3 clusters Score -1552687 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1552898.000000 Penalty: 4571.936523
	Iteration 6Q: 3 clusters Score -1552898 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1553138.500000 Penalty: 4571.936523
	Iteration 7Q: 3 clusters Score -1553138 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1553417.750000 Penalty: 4571.936523
	Iteration 8Q: 3 clusters Score -1553418 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1553716.375000 Penalty: 4571.936523
	Iteration 9Q: 3 clusters Score -1553716 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1553983.000000 Penalty: 4571.936523
	Iteration 10Q: 3 clusters Score -1553983 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1554224.000000 Penalty: 4571.936523
	Iteration 11Q: 3 clusters Score -1554224 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1554463.750000 Penalty: 4571.936523
	Iteration 12Q: 3 clusters Score -1554464 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1554725.000000 Penalty: 4571.936523
	Iteration 13Q: 3 clusters Score -1554725 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1554948.375000 Penalty: 4571.936523
	Iteration 14Q: 3 clusters Score -1554948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1555124.125000 Penalty: 4571.936523
	Iteration 15Q: 3 clusters Score -1555124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1555221.125000 Penalty: 4571.936523
	Iteration 16Q: 3 clusters Score -1555221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1555283.875000 Penalty: 4571.936523
	Iteration 17Q: 3 clusters Score -1555284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1555328.625000 Penalty: 4571.936523
	Iteration 18Q: 3 clusters Score -1555329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1555361.250000 Penalty: 4571.936523
	Iteration 19Q: 3 clusters Score -1555361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1555386.625000 Penalty: 4571.936523
	Iteration 20F: 3 clusters Score -1555387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1555406.500000 Penalty: 4571.936523
	Iteration 21Q: 3 clusters Score -1555406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1555430.375000 Penalty: 4571.936523
	Iteration 22Q: 3 clusters Score -1555430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1555440.500000 Penalty: 4571.936523
	Iteration 23Q: 3 clusters Score -1555440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1555446.750000 Penalty: 4571.936523
	Iteration 24Q: 3 clusters Score -1555447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1555453.000000 Penalty: 4571.936523
	Iteration 25Q: 3 clusters Score -1555453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1555453.125000 Penalty: 4571.936523
	Iteration 26Q: 3 clusters Score -1555453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1555455.000000 Penalty: 4571.936523
	Iteration 27Q: 3 clusters Score -1555455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1555457.625000 Penalty: 4571.936523
	Iteration 28Q: 3 clusters Score -1555458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1555458.125000 Penalty: 4571.936523
	Iteration 29Q: 3 clusters Score -1555458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1555458.875000 Penalty: 4571.936523
	Iteration 30Q: 3 clusters Score -1555459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1555460.875000 Penalty: 4571.936523
	Iteration 31Q: 3 clusters Score -1555461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1555461.875000 Penalty: 4571.936523
	Iteration 32Q: 3 clusters Score -1555462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1555464.625000 Penalty: 4571.936523
	Iteration 33Q: 3 clusters Score -1555465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1555464.500000 Penalty: 4571.936523
	Iteration 34Q: 3 clusters Score -1555464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1555463.250000 Penalty: 4571.936523
	Iteration 35Q: 3 clusters Score -1555463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1555461.375000 Penalty: 4571.936523
	Iteration 36Q: 3 clusters Score -1555461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1555463.500000 Penalty: 4571.936523
	Iteration 37Q: 3 clusters Score -1555464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1555463.500000 Penalty: 4571.936523
	Iteration 38F: 3 clusters Score -1555464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -106877.734375 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -106877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105156.984375 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -105157 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105609.398438 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -105609.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -105906.507812 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -105906.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106156.070312 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -106156.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -106345.187500 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -106345.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -106445.218750 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -106445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106509.695312 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -106509.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106529.375000 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -106529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -106537.132812 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -106537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106545.937500 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -106545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106545.937500 Penalty: 3380.013184
	Iteration 10F: 3 clusters Score -106545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1859713.375000 Penalty: 2329.689941
	Iteration 0F: 2 clusters Score -1859713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1850875.750000 Penalty: 4659.379883
	Iteration 0F: 3 clusters Score -1850876 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1853606.500000 Penalty: 4659.379883
	Iteration 1F: 3 clusters Score -1853606 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1854046.125000 Penalty: 4659.379883
	Iteration 2F: 3 clusters Score -1854046 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1854469.125000 Penalty: 4659.379883
	Iteration 3F: 3 clusters Score -1854469 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1854928.750000 Penalty: 4659.379883
	Iteration 4F: 3 clusters Score -1854929 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1855465.625000 Penalty: 4659.379883
	Iteration 5F: 3 clusters Score -1855466 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1856101.375000 Penalty: 4659.379883
	Iteration 6F: 3 clusters Score -1856101 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1856725.375000 Penalty: 4659.379883
	Iteration 7F: 3 clusters Score -1856725 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1857186.500000 Penalty: 4659.379883
	Iteration 8Q: 3 clusters Score -1857186 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1857504.875000 Penalty: 4659.379883
	Iteration 9Q: 3 clusters Score -1857505 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1857703.875000 Penalty: 4659.379883
	Iteration 10Q: 3 clusters Score -1857704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1857831.000000 Penalty: 4659.379883
	Iteration 11Q: 3 clusters Score -1857831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1857892.875000 Penalty: 4659.379883
	Iteration 12Q: 3 clusters Score -1857893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1857934.500000 Penalty: 4659.379883
	Iteration 13Q: 3 clusters Score -1857934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1857964.375000 Penalty: 4659.379883
	Iteration 14Q: 3 clusters Score -1857964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1857986.750000 Penalty: 4659.379883
	Iteration 15Q: 3 clusters Score -1857987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1858002.250000 Penalty: 4659.379883
	Iteration 16Q: 3 clusters Score -1858002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1858022.625000 Penalty: 4659.379883
	Iteration 17Q: 3 clusters Score -1858023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1858029.625000 Penalty: 4659.379883
	Iteration 18Q: 3 clusters Score -1858030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1858046.000000 Penalty: 4659.379883
	Iteration 19Q: 3 clusters Score -1858046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1858049.500000 Penalty: 4659.379883
	Iteration 20F: 3 clusters Score -1858050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1858056.875000 Penalty: 4659.379883
	Iteration 21Q: 3 clusters Score -1858057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1858064.000000 Penalty: 4659.379883
	Iteration 22Q: 3 clusters Score -1858064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1858064.750000 Penalty: 4659.379883
	Iteration 23Q: 3 clusters Score -1858065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1858070.500000 Penalty: 4659.379883
	Iteration 24Q: 3 clusters Score -1858070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1858072.500000 Penalty: 4659.379883
	Iteration 25Q: 3 clusters Score -1858072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1858075.750000 Penalty: 4659.379883
	Iteration 26Q: 3 clusters Score -1858076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1858075.125000 Penalty: 4659.379883
	Iteration 27Q: 3 clusters Score -1858075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1858075.875000 Penalty: 4659.379883
	Iteration 28Q: 3 clusters Score -1858076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1858080.500000 Penalty: 4659.379883
	Iteration 29Q: 3 clusters Score -1858080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1858082.500000 Penalty: 4659.379883
	Iteration 30Q: 3 clusters Score -1858082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1858079.250000 Penalty: 4659.379883
	Iteration 31Q: 3 clusters Score -1858079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1858079.250000 Penalty: 4659.379883
	Iteration 32F: 3 clusters Score -1858079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -773880.625000 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -773880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -769206.125000 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -769206.1 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -770389.250000 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -770389.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -770637.625000 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -770637.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -770775.250000 Penalty: 4253.990234
	Iteration 3Q: 3 clusters Score -770775.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -770884.437500 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -770884.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -770986.062500 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -770986.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -771075.875000 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -771075.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -771162.687500 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -771162.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -771235.250000 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -771235.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -771299.687500 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -771299.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -771355.000000 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -771355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -771405.375000 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -771405.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -771437.625000 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -771437.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -771469.937500 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -771469.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -771497.500000 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -771497.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -771526.562500 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -771526.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -771549.625000 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -771549.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -771571.562500 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -771571.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -771589.562500 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -771589.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -771598.562500 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -771598.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -771606.312500 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -771606.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -771615.062500 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -771615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -771618.937500 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -771618.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -771624.937500 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -771624.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -771630.250000 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -771630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -771636.875000 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -771636.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -771643.375000 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -771643.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -771647.562500 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -771647.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -771653.562500 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -771653.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -771663.250000 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -771663.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -771672.812500 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -771672.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -771683.500000 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -771683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -771696.937500 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -771696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -771709.375000 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -771709.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -771719.937500 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -771719.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -771728.937500 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -771728.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -771739.500000 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -771739.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -771749.687500 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -771749.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -771757.312500 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -771757.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -771763.125000 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -771763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -771772.500000 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -771772.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -771783.062500 Penalty: 4253.990234
	Iteration 41Q: 3 clusters Score -771783.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -771790.812500 Penalty: 4253.990234
	Iteration 42Q: 3 clusters Score -771790.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -771796.437500 Penalty: 4253.990234
	Iteration 43Q: 3 clusters Score -771796.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -771805.562500 Penalty: 4253.990234
	Iteration 44Q: 3 clusters Score -771805.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -771812.812500 Penalty: 4253.990234
	Iteration 45Q: 3 clusters Score -771812.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -771815.687500 Penalty: 4253.990234
	Iteration 46Q: 3 clusters Score -771815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -771818.750000 Penalty: 4253.990234
	Iteration 47Q: 3 clusters Score -771818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -771822.875000 Penalty: 4253.990234
	Iteration 48Q: 3 clusters Score -771822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -771826.750000 Penalty: 4253.990234
	Iteration 49Q: 3 clusters Score -771826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -771831.250000 Penalty: 4253.990234
	Iteration 50Q: 3 clusters Score -771831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -771836.312500 Penalty: 4253.990234
	Iteration 51Q: 3 clusters Score -771836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -771836.875000 Penalty: 4253.990234
	Iteration 52Q: 3 clusters Score -771836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -771839.250000 Penalty: 4253.990234
	Iteration 53Q: 3 clusters Score -771839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -771840.687500 Penalty: 4253.990234
	Iteration 54Q: 3 clusters Score -771840.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -771847.000000 Penalty: 4253.990234
	Iteration 55Q: 3 clusters Score -771847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -771855.000000 Penalty: 4253.990234
	Iteration 56Q: 3 clusters Score -771855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -771859.687500 Penalty: 4253.990234
	Iteration 57Q: 3 clusters Score -771859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -771867.375000 Penalty: 4253.990234
	Iteration 58Q: 3 clusters Score -771867.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -771873.062500 Penalty: 4253.990234
	Iteration 59Q: 3 clusters Score -771873.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -771878.250000 Penalty: 4253.990234
	Iteration 60F: 3 clusters Score -771878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -771882.687500 Penalty: 4253.990234
	Iteration 61Q: 3 clusters Score -771882.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -771883.625000 Penalty: 4253.990234
	Iteration 62Q: 3 clusters Score -771883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -771885.750000 Penalty: 4253.990234
	Iteration 63Q: 3 clusters Score -771885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -771885.687500 Penalty: 4253.990234
	Iteration 64Q: 3 clusters Score -771885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -771885.812500 Penalty: 4253.990234
	Iteration 65Q: 3 clusters Score -771885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -771887.437500 Penalty: 4253.990234
	Iteration 66Q: 3 clusters Score -771887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -771886.937500 Penalty: 4253.990234
	Iteration 67Q: 3 clusters Score -771886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -771888.312500 Penalty: 4253.990234
	Iteration 68Q: 3 clusters Score -771888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -771888.312500 Penalty: 4253.990234
	Iteration 69F: 3 clusters Score -771888.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -314703.718750 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -314703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -312019.000000 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -312019 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -312487.906250 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -312487.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -312615.875000 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -312615.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -312686.218750 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -312686.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -312731.593750 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -312731.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -312761.468750 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -312761.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -312776.625000 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -312776.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -312787.187500 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -312787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -312800.125000 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -312800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -312811.500000 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -312811.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -312821.687500 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -312821.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -312832.031250 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -312832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -312842.343750 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -312842.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -312857.625000 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -312857.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -312879.687500 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -312879.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -312905.968750 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -312906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -312947.187500 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -312947.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -312992.156250 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -312992.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -313034.468750 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -313034.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -313061.906250 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -313061.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -313093.406250 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -313093.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -313117.437500 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -313117.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -313150.500000 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -313150.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -313182.031250 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -313182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -313205.375000 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -313205.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -313235.718750 Penalty: 3794.011230
	Iteration 25Q: 3 clusters Score -313235.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -313265.843750 Penalty: 3794.011230
	Iteration 26Q: 3 clusters Score -313265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -313287.375000 Penalty: 3794.011230
	Iteration 27Q: 3 clusters Score -313287.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -313302.250000 Penalty: 3794.011230
	Iteration 28Q: 3 clusters Score -313302.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -313318.187500 Penalty: 3794.011230
	Iteration 29Q: 3 clusters Score -313318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -313327.281250 Penalty: 3794.011230
	Iteration 30Q: 3 clusters Score -313327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -313332.468750 Penalty: 3794.011230
	Iteration 31Q: 3 clusters Score -313332.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -313338.187500 Penalty: 3794.011230
	Iteration 32Q: 3 clusters Score -313338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -313344.812500 Penalty: 3794.011230
	Iteration 33Q: 3 clusters Score -313344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -313347.906250 Penalty: 3794.011230
	Iteration 34Q: 3 clusters Score -313347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -313351.250000 Penalty: 3794.011230
	Iteration 35Q: 3 clusters Score -313351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -313353.312500 Penalty: 3794.011230
	Iteration 36Q: 3 clusters Score -313353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -313355.156250 Penalty: 3794.011230
	Iteration 37Q: 3 clusters Score -313355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -313356.187500 Penalty: 3794.011230
	Iteration 38Q: 3 clusters Score -313356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -313357.093750 Penalty: 3794.011230
	Iteration 39Q: 3 clusters Score -313357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -313356.875000 Penalty: 3794.011230
	Iteration 40F: 3 clusters Score -313356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -313357.687500 Penalty: 3794.011230
	Iteration 41Q: 3 clusters Score -313357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -313357.687500 Penalty: 3794.011230
	Iteration 42F: 3 clusters Score -313357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -352358.750000 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -352358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -349518.312500 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -349518.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -350223.656250 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -350223.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -350610.312500 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -350610.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -350952.281250 Penalty: 3867.048828
	Iteration 3F: 3 clusters Score -350952.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -351229.312500 Penalty: 3867.048828
	Iteration 4F: 3 clusters Score -351229.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -351458.906250 Penalty: 3867.048828
	Iteration 5F: 3 clusters Score -351458.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -351614.687500 Penalty: 3867.048828
	Iteration 6Q: 3 clusters Score -351614.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -351755.937500 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -351755.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -351871.343750 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -351871.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -351942.343750 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -351942.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -351967.187500 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -351967.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -351984.750000 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -351984.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -352004.343750 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -352004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -352016.281250 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -352016.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -352026.781250 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -352026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -352034.125000 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -352034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -352042.250000 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -352042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -352047.718750 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -352047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -352049.062500 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -352049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -352049.468750 Penalty: 3867.048828
	Iteration 19Q: 3 clusters Score -352049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -352050.968750 Penalty: 3867.048828
	Iteration 20F: 3 clusters Score -352051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -352050.718750 Penalty: 3867.048828
	Iteration 21Q: 3 clusters Score -352050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -352050.718750 Penalty: 3867.048828
	Iteration 22F: 3 clusters Score -352050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -34020.781250 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -34020.78 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 174 members 
Entering Unmasked Estep 
Score: -32903.152344 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -32903.15 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33211.250000 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -33211.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33404.191406 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -33404.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33535.636719 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -33535.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33607.097656 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -33607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33682.800781 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -33682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34002.953125 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -34002.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34236.925781 Penalty: 2886.761230
	Iteration 7F: 3 clusters Score -34236.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34351.964844 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -34351.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34399.996094 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -34400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34401.667969 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -34401.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34401.667969 Penalty: 2886.761230
	Iteration 11F: 3 clusters Score -34401.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19609 members 
Mstep: Class 40 contains 131 members 
Entering Unmasked Estep 
Score: -70312312.000000 Penalty: 129579.062500
Splitting cluster 22 changes total score from -70311320.000000 to -70312312.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -60310.832031 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -60310.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58927.542969 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -58927.54 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59091.546875 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -59091.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59155.433594 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -59155.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59181.261719 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -59181.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59207.769531 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -59207.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59210.675781 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -59210.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59220.406250 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -59220.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59226.812500 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -59226.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59235.226562 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -59235.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59237.683594 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -59237.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59237.683594 Penalty: 3046.450439
	Iteration 10F: 3 clusters Score -59237.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -340552.687500 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -340552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337747.375000 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -337747.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -338297.968750 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -338298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -338421.312500 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -338421.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -338501.062500 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -338501.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -338566.562500 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -338566.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -338630.156250 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -338630.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -338701.812500 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -338701.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -338758.218750 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -338758.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -338813.968750 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -338814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -338894.375000 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -338894.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -338970.031250 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -338970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -339052.781250 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -339052.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -339134.156250 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -339134.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -339203.531250 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -339203.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -339262.156250 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -339262.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -339307.093750 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -339307.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -339356.093750 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -339356.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -339414.187500 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -339414.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -339457.968750 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -339458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -339485.843750 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -339485.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -339521.250000 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -339521.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -339555.375000 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -339555.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -339590.875000 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -339590.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -339622.656250 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -339622.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -339643.468750 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -339643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -339657.312500 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -339657.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -339668.031250 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -339668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -339676.781250 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -339676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -339680.500000 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -339680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -339681.531250 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -339681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -339684.312500 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -339684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -339686.687500 Penalty: 3835.037598
	Iteration 31Q: 3 clusters Score -339686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -339689.281250 Penalty: 3835.037598
	Iteration 32Q: 3 clusters Score -339689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -339690.531250 Penalty: 3835.037598
	Iteration 33Q: 3 clusters Score -339690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -339691.437500 Penalty: 3835.037598
	Iteration 34Q: 3 clusters Score -339691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -339693.156250 Penalty: 3835.037598
	Iteration 35Q: 3 clusters Score -339693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -339695.718750 Penalty: 3835.037598
	Iteration 36Q: 3 clusters Score -339695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -339697.968750 Penalty: 3835.037598
	Iteration 37Q: 3 clusters Score -339698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -339698.093750 Penalty: 3835.037598
	Iteration 38Q: 3 clusters Score -339698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -339698.968750 Penalty: 3835.037598
	Iteration 39Q: 3 clusters Score -339699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -339698.968750 Penalty: 3835.037598
	Iteration 40F: 3 clusters Score -339699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -239151.781250 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -239151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -236778.203125 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -236778.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237566.265625 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -237566.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -238221.906250 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -238221.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -238815.906250 Penalty: 3690.895020
	Iteration 3F: 3 clusters Score -238815.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239126.906250 Penalty: 3690.895020
	Iteration 4F: 3 clusters Score -239126.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239295.328125 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -239295.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -239361.296875 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -239361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239395.515625 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -239395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -239409.265625 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -239409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -239409.953125 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -239410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -239410.375000 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -239410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -239410.375000 Penalty: 3690.895020
	Iteration 11F: 3 clusters Score -239410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19609 members 
Mstep: Class 40 contains 131 members 
Mstep: Class 41 contains 815 members 
Entering Unmasked Estep 
Score: -70311288.000000 Penalty: 132818.546875
Splitting cluster 25 changes total score from -70311320.000000 to -70311288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (184338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184338 members 
Entering Unmasked Estep 
Score: -28146798.000000 Penalty: 3006.882568
	Iteration 0F: 2 clusters Score -2.81468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -28031234.000000 Penalty: 6013.765137
	Iteration 0F: 3 clusters Score -2.803123e+07 nChanged 88317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -28082584.000000 Penalty: 6013.765137
	Iteration 1F: 3 clusters Score -2.808258e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -28083862.000000 Penalty: 6013.765137
	Iteration 2Q: 3 clusters Score -2.808386e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -28085678.000000 Penalty: 6013.765137
	Iteration 3Q: 3 clusters Score -2.808568e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -28088234.000000 Penalty: 6013.765137
	Iteration 4Q: 3 clusters Score -2.808823e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -28092396.000000 Penalty: 6013.765137
	Iteration 5Q: 3 clusters Score -2.80924e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -28099534.000000 Penalty: 6013.765137
	Iteration 6F: 3 clusters Score -2.809953e+07 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 138160 members 
Entering Unmasked Estep 
Score: -28110088.000000 Penalty: 6013.765137
	Iteration 7F: 3 clusters Score -2.811009e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -28121856.000000 Penalty: 6013.765137
	Iteration 8F: 3 clusters Score -2.812186e+07 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -28131658.000000 Penalty: 6013.765137
	Iteration 9F: 3 clusters Score -2.813166e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -28137710.000000 Penalty: 6013.765137
	Iteration 10Q: 3 clusters Score -2.813771e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -28141156.000000 Penalty: 6013.765137
	Iteration 11Q: 3 clusters Score -2.814116e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 181609 members 
Entering Unmasked Estep 
Score: -28142696.000000 Penalty: 6013.765137
	Iteration 12Q: 3 clusters Score -2.81427e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -28143516.000000 Penalty: 6013.765137
	Iteration 13Q: 3 clusters Score -2.814352e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 183570 members 
Entering Unmasked Estep 
Score: -28143874.000000 Penalty: 6013.765137
	Iteration 14Q: 3 clusters Score -2.814387e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 183800 members 
Entering Unmasked Estep 
Score: -28144000.000000 Penalty: 6013.765137
	Iteration 15Q: 3 clusters Score -2.8144e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 183899 members 
Entering Unmasked Estep 
Score: -28144074.000000 Penalty: 6013.765137
	Iteration 16Q: 3 clusters Score -2.814407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 183941 members 
Entering Unmasked Estep 
Score: -28144142.000000 Penalty: 6013.765137
	Iteration 17Q: 3 clusters Score -2.814414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 183961 members 
Entering Unmasked Estep 
Score: -28144156.000000 Penalty: 6013.765137
	Iteration 18Q: 3 clusters Score -2.814416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 183971 members 
Entering Unmasked Estep 
Score: -28144176.000000 Penalty: 6013.765137
	Iteration 19Q: 3 clusters Score -2.814418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183983 members 
Entering Unmasked Estep 
Score: -28144196.000000 Penalty: 6013.765137
	Iteration 20F: 3 clusters Score -2.81442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 183991 members 
Entering Unmasked Estep 
Score: -28144206.000000 Penalty: 6013.765137
	Iteration 21Q: 3 clusters Score -2.814421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183993 members 
Entering Unmasked Estep 
Score: -28144204.000000 Penalty: 6013.765137
	Iteration 22Q: 3 clusters Score -2.81442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 184001 members 
Entering Unmasked Estep 
Score: -28144212.000000 Penalty: 6013.765137
	Iteration 23Q: 3 clusters Score -2.814421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 184001 members 
Entering Unmasked Estep 
Score: -28144226.000000 Penalty: 6013.765137
	Iteration 24Q: 3 clusters Score -2.814423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 184001 members 
Entering Unmasked Estep 
Score: -28144228.000000 Penalty: 6013.765137
	Iteration 25Q: 3 clusters Score -2.814423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 184006 members 
Entering Unmasked Estep 
Score: -28144208.000000 Penalty: 6013.765137
	Iteration 26Q: 3 clusters Score -2.814421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 184011 members 
Entering Unmasked Estep 
Score: -28144214.000000 Penalty: 6013.765137
	Iteration 27Q: 3 clusters Score -2.814421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 184015 members 
Entering Unmasked Estep 
Score: -28144220.000000 Penalty: 6013.765137
	Iteration 28Q: 3 clusters Score -2.814422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184016 members 
Entering Unmasked Estep 
Score: -28144224.000000 Penalty: 6013.765137
	Iteration 29Q: 3 clusters Score -2.814422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184019 members 
Entering Unmasked Estep 
Score: -28144220.000000 Penalty: 6013.765137
	Iteration 30Q: 3 clusters Score -2.814422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 184021 members 
Entering Unmasked Estep 
Score: -28144216.000000 Penalty: 6013.765137
	Iteration 31Q: 3 clusters Score -2.814422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184023 members 
Entering Unmasked Estep 
Score: -28144216.000000 Penalty: 6013.765137
	Iteration 32Q: 3 clusters Score -2.814422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184024 members 
Entering Unmasked Estep 
Score: -28144214.000000 Penalty: 6013.765137
	Iteration 33Q: 3 clusters Score -2.814421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184024 members 
Entering Unmasked Estep 
Score: -28144214.000000 Penalty: 6013.765137
	Iteration 34F: 3 clusters Score -2.814421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Entering Unmasked Estep 
Score: -4342237.500000 Penalty: 2546.599609
	Iteration 0F: 2 clusters Score -4342238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -4322429.500000 Penalty: 5093.199219
	Iteration 0F: 3 clusters Score -4322430 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4329429.000000 Penalty: 5093.199219
	Iteration 1F: 3 clusters Score -4329429 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4329879.000000 Penalty: 5093.199219
	Iteration 2Q: 3 clusters Score -4329879 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4330318.000000 Penalty: 5093.199219
	Iteration 3Q: 3 clusters Score -4330318 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4330688.500000 Penalty: 5093.199219
	Iteration 4Q: 3 clusters Score -4330688 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4331020.000000 Penalty: 5093.199219
	Iteration 5Q: 3 clusters Score -4331020 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4331361.500000 Penalty: 5093.199219
	Iteration 6Q: 3 clusters Score -4331362 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -4331661.000000 Penalty: 5093.199219
	Iteration 7Q: 3 clusters Score -4331661 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4331984.000000 Penalty: 5093.199219
	Iteration 8Q: 3 clusters Score -4331984 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4332391.000000 Penalty: 5093.199219
	Iteration 9Q: 3 clusters Score -4332391 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4332862.500000 Penalty: 5093.199219
	Iteration 10Q: 3 clusters Score -4332862 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4333366.000000 Penalty: 5093.199219
	Iteration 11Q: 3 clusters Score -4333366 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4333879.500000 Penalty: 5093.199219
	Iteration 12Q: 3 clusters Score -4333880 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4334407.500000 Penalty: 5093.199219
	Iteration 13Q: 3 clusters Score -4334408 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4334905.500000 Penalty: 5093.199219
	Iteration 14Q: 3 clusters Score -4334906 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4335446.000000 Penalty: 5093.199219
	Iteration 15Q: 3 clusters Score -4335446 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4335978.500000 Penalty: 5093.199219
	Iteration 16Q: 3 clusters Score -4335978 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4336445.500000 Penalty: 5093.199219
	Iteration 17Q: 3 clusters Score -4336446 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4336911.500000 Penalty: 5093.199219
	Iteration 18Q: 3 clusters Score -4336912 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4337375.500000 Penalty: 5093.199219
	Iteration 19Q: 3 clusters Score -4337376 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4337838.000000 Penalty: 5093.199219
	Iteration 20F: 3 clusters Score -4337838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4338301.000000 Penalty: 5093.199219
	Iteration 21Q: 3 clusters Score -4338301 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4338702.500000 Penalty: 5093.199219
	Iteration 22Q: 3 clusters Score -4338702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4339019.000000 Penalty: 5093.199219
	Iteration 23Q: 3 clusters Score -4339019 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4339232.000000 Penalty: 5093.199219
	Iteration 24Q: 3 clusters Score -4339232 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4339414.000000 Penalty: 5093.199219
	Iteration 25Q: 3 clusters Score -4339414 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4339533.000000 Penalty: 5093.199219
	Iteration 26Q: 3 clusters Score -4339533 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4339625.000000 Penalty: 5093.199219
	Iteration 27Q: 3 clusters Score -4339625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4339668.000000 Penalty: 5093.199219
	Iteration 28Q: 3 clusters Score -4339668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4339698.500000 Penalty: 5093.199219
	Iteration 29Q: 3 clusters Score -4339698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4339716.500000 Penalty: 5093.199219
	Iteration 30Q: 3 clusters Score -4339716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4339744.000000 Penalty: 5093.199219
	Iteration 31Q: 3 clusters Score -4339744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4339783.500000 Penalty: 5093.199219
	Iteration 32Q: 3 clusters Score -4339784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4339806.500000 Penalty: 5093.199219
	Iteration 33Q: 3 clusters Score -4339806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4339817.500000 Penalty: 5093.199219
	Iteration 34Q: 3 clusters Score -4339818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4339826.500000 Penalty: 5093.199219
	Iteration 35Q: 3 clusters Score -4339826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -4339835.500000 Penalty: 5093.199219
	Iteration 36Q: 3 clusters Score -4339836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4339848.500000 Penalty: 5093.199219
	Iteration 37Q: 3 clusters Score -4339848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4339852.000000 Penalty: 5093.199219
	Iteration 38Q: 3 clusters Score -4339852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -4339853.000000 Penalty: 5093.199219
	Iteration 39Q: 3 clusters Score -4339853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -4339869.500000 Penalty: 5093.199219
	Iteration 40F: 3 clusters Score -4339870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -4339884.000000 Penalty: 5093.199219
	Iteration 41Q: 3 clusters Score -4339884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -4339887.500000 Penalty: 5093.199219
	Iteration 42Q: 3 clusters Score -4339888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4339892.500000 Penalty: 5093.199219
	Iteration 43Q: 3 clusters Score -4339892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4339901.000000 Penalty: 5093.199219
	Iteration 44Q: 3 clusters Score -4339901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4339917.000000 Penalty: 5093.199219
	Iteration 45Q: 3 clusters Score -4339917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4339915.000000 Penalty: 5093.199219
	Iteration 46Q: 3 clusters Score -4339915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -4339920.500000 Penalty: 5093.199219
	Iteration 47Q: 3 clusters Score -4339920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4339924.500000 Penalty: 5093.199219
	Iteration 48Q: 3 clusters Score -4339924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4339931.500000 Penalty: 5093.199219
	Iteration 49Q: 3 clusters Score -4339932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4339934.000000 Penalty: 5093.199219
	Iteration 50Q: 3 clusters Score -4339934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4339933.000000 Penalty: 5093.199219
	Iteration 51Q: 3 clusters Score -4339933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4339934.000000 Penalty: 5093.199219
	Iteration 52Q: 3 clusters Score -4339934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4339937.500000 Penalty: 5093.199219
	Iteration 53Q: 3 clusters Score -4339938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4339954.000000 Penalty: 5093.199219
	Iteration 54Q: 3 clusters Score -4339954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4339952.500000 Penalty: 5093.199219
	Iteration 55Q: 3 clusters Score -4339952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4339957.500000 Penalty: 5093.199219
	Iteration 56Q: 3 clusters Score -4339958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4339967.000000 Penalty: 5093.199219
	Iteration 57Q: 3 clusters Score -4339967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4339961.000000 Penalty: 5093.199219
	Iteration 58Q: 3 clusters Score -4339961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4339957.000000 Penalty: 5093.199219
	Iteration 59Q: 3 clusters Score -4339957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -4339963.500000 Penalty: 5093.199219
	Iteration 60F: 3 clusters Score -4339964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4339966.000000 Penalty: 5093.199219
	Iteration 61Q: 3 clusters Score -4339966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4339962.000000 Penalty: 5093.199219
	Iteration 62Q: 3 clusters Score -4339962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4339969.500000 Penalty: 5093.199219
	Iteration 63Q: 3 clusters Score -4339970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4339973.500000 Penalty: 5093.199219
	Iteration 64Q: 3 clusters Score -4339974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4339972.000000 Penalty: 5093.199219
	Iteration 65Q: 3 clusters Score -4339972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4339977.000000 Penalty: 5093.199219
	Iteration 66Q: 3 clusters Score -4339977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4339980.000000 Penalty: 5093.199219
	Iteration 67Q: 3 clusters Score -4339980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4339975.000000 Penalty: 5093.199219
	Iteration 68Q: 3 clusters Score -4339975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -4339982.000000 Penalty: 5093.199219
	Iteration 69Q: 3 clusters Score -4339982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4339993.000000 Penalty: 5093.199219
	Iteration 70Q: 3 clusters Score -4339993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4339995.500000 Penalty: 5093.199219
	Iteration 71Q: 3 clusters Score -4339996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4339996.000000 Penalty: 5093.199219
	Iteration 72Q: 3 clusters Score -4339996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4339998.500000 Penalty: 5093.199219
	Iteration 73Q: 3 clusters Score -4339998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4339998.000000 Penalty: 5093.199219
	Iteration 74Q: 3 clusters Score -4339998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4340000.000000 Penalty: 5093.199219
	Iteration 75Q: 3 clusters Score -4340000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4340001.500000 Penalty: 5093.199219
	Iteration 76Q: 3 clusters Score -4340002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -4340002.000000 Penalty: 5093.199219
	Iteration 77Q: 3 clusters Score -4340002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -4340000.000000 Penalty: 5093.199219
	Iteration 78Q: 3 clusters Score -4340000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4339996.500000 Penalty: 5093.199219
	Iteration 79Q: 3 clusters Score -4339996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4340000.000000 Penalty: 5093.199219
	Iteration 80F: 3 clusters Score -4340000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4339996.500000 Penalty: 5093.199219
	Iteration 81Q: 3 clusters Score -4339996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4339995.500000 Penalty: 5093.199219
	Iteration 82Q: 3 clusters Score -4339996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4339993.500000 Penalty: 5093.199219
	Iteration 83Q: 3 clusters Score -4339994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4339998.500000 Penalty: 5093.199219
	Iteration 84Q: 3 clusters Score -4339998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4339999.500000 Penalty: 5093.199219
	Iteration 85Q: 3 clusters Score -4340000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4340005.500000 Penalty: 5093.199219
	Iteration 86Q: 3 clusters Score -4340006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -4340010.000000 Penalty: 5093.199219
	Iteration 87Q: 3 clusters Score -4340010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -4340010.000000 Penalty: 5093.199219
	Iteration 88F: 3 clusters Score -4340010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -322033.187500 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -322033.2 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 1131 members 
Entering Unmasked Estep 
Score: -319234.906250 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -319234.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -319765.312500 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -319765.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -319918.937500 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -319918.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -320022.468750 Penalty: 3823.371826
	Iteration 3F: 3 clusters Score -320022.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -320106.406250 Penalty: 3823.371826
	Iteration 4Q: 3 clusters Score -320106.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -320178.031250 Penalty: 3823.371826
	Iteration 5Q: 3 clusters Score -320178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -320244.593750 Penalty: 3823.371826
	Iteration 6Q: 3 clusters Score -320244.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -320286.125000 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -320286.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -320332.437500 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -320332.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -320375.968750 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -320376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -320413.500000 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -320413.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -320445.093750 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -320445.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -320475.281250 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -320475.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -320508.781250 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -320508.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320530.343750 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -320530.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -320552.062500 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -320552.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -320574.031250 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -320574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -320587.593750 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -320587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -320599.000000 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -320599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -320611.843750 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -320611.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -320627.093750 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -320627.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -320641.750000 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -320641.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -320660.343750 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -320660.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -320674.593750 Penalty: 3823.371826
	Iteration 23Q: 3 clusters Score -320674.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -320690.500000 Penalty: 3823.371826
	Iteration 24Q: 3 clusters Score -320690.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -320707.343750 Penalty: 3823.371826
	Iteration 25Q: 3 clusters Score -320707.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -320719.718750 Penalty: 3823.371826
	Iteration 26Q: 3 clusters Score -320719.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -320727.218750 Penalty: 3823.371826
	Iteration 27Q: 3 clusters Score -320727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -320732.937500 Penalty: 3823.371826
	Iteration 28Q: 3 clusters Score -320732.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -320741.937500 Penalty: 3823.371826
	Iteration 29Q: 3 clusters Score -320741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -320746.875000 Penalty: 3823.371826
	Iteration 30Q: 3 clusters Score -320746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -320748.625000 Penalty: 3823.371826
	Iteration 31Q: 3 clusters Score -320748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -320750.312500 Penalty: 3823.371826
	Iteration 32Q: 3 clusters Score -320750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -320752.406250 Penalty: 3823.371826
	Iteration 33Q: 3 clusters Score -320752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -320755.562500 Penalty: 3823.371826
	Iteration 34Q: 3 clusters Score -320755.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -320760.187500 Penalty: 3823.371826
	Iteration 35Q: 3 clusters Score -320760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -320764.875000 Penalty: 3823.371826
	Iteration 36Q: 3 clusters Score -320764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320765.875000 Penalty: 3823.371826
	Iteration 37Q: 3 clusters Score -320765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -320767.937500 Penalty: 3823.371826
	Iteration 38Q: 3 clusters Score -320767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -320767.906250 Penalty: 3823.371826
	Iteration 39Q: 3 clusters Score -320767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -320768.687500 Penalty: 3823.371826
	Iteration 40F: 3 clusters Score -320768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -92650.000000 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -92650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91141.968750 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -91141.97 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91651.359375 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -91651.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91875.390625 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -91875.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92057.296875 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -92057.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92186.484375 Penalty: 3256.371582
	Iteration 4F: 3 clusters Score -92186.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92274.484375 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -92274.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92331.414062 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -92331.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92374.914062 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -92374.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92429.343750 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -92429.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92447.882812 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -92447.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92497.710938 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -92497.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92590.929688 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -92590.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92778.203125 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -92778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92922.539062 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -92922.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92963.570312 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -92963.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92998.250000 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -92998.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93036.718750 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -93036.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93093.351562 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -93093.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93143.734375 Penalty: 3256.371582
	Iteration 18Q: 3 clusters Score -93143.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93174.750000 Penalty: 3256.371582
	Iteration 19Q: 3 clusters Score -93174.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93202.023438 Penalty: 3256.371582
	Iteration 20F: 3 clusters Score -93202.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93250.945312 Penalty: 3256.371582
	Iteration 21Q: 3 clusters Score -93250.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93279.187500 Penalty: 3256.371582
	Iteration 22Q: 3 clusters Score -93279.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93296.976562 Penalty: 3256.371582
	Iteration 23Q: 3 clusters Score -93296.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93316.890625 Penalty: 3256.371582
	Iteration 24Q: 3 clusters Score -93316.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93360.773438 Penalty: 3256.371582
	Iteration 25Q: 3 clusters Score -93360.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93500.750000 Penalty: 3256.371582
	Iteration 26Q: 3 clusters Score -93500.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93741.992188 Penalty: 3256.371582
	Iteration 27Q: 3 clusters Score -93741.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93741.992188 Penalty: 3256.371582
	Iteration 28F: 3 clusters Score -93741.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19609 members 
Mstep: Class 40 contains 131 members 
Mstep: Class 41 contains 274 members 
Entering Unmasked Estep 
Score: -70311848.000000 Penalty: 132818.546875
Splitting cluster 29 changes total score from -70311320.000000 to -70311848.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 30 (36301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Entering Unmasked Estep 
Score: -5523296.000000 Penalty: 2603.900879
	Iteration 0F: 2 clusters Score -5523296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5498611.500000 Penalty: 5207.801758
	Iteration 0F: 3 clusters Score -5498612 nChanged 16530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5508047.000000 Penalty: 5207.801758
	Iteration 1F: 3 clusters Score -5508047 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5508963.500000 Penalty: 5207.801758
	Iteration 2F: 3 clusters Score -5508964 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5509958.000000 Penalty: 5207.801758
	Iteration 3F: 3 clusters Score -5509958 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -5511014.000000 Penalty: 5207.801758
	Iteration 4F: 3 clusters Score -5511014 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -5512089.000000 Penalty: 5207.801758
	Iteration 5F: 3 clusters Score -5512089 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5513170.500000 Penalty: 5207.801758
	Iteration 6F: 3 clusters Score -5513170 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -5514297.000000 Penalty: 5207.801758
	Iteration 7F: 3 clusters Score -5514297 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5515282.000000 Penalty: 5207.801758
	Iteration 8F: 3 clusters Score -5515282 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5516201.000000 Penalty: 5207.801758
	Iteration 9Q: 3 clusters Score -5516201 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5517085.000000 Penalty: 5207.801758
	Iteration 10Q: 3 clusters Score -5517085 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -5517785.500000 Penalty: 5207.801758
	Iteration 11Q: 3 clusters Score -5517786 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -5518236.500000 Penalty: 5207.801758
	Iteration 12Q: 3 clusters Score -5518236 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5518482.000000 Penalty: 5207.801758
	Iteration 13Q: 3 clusters Score -5518482 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -5518639.500000 Penalty: 5207.801758
	Iteration 14Q: 3 clusters Score -5518640 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5518723.500000 Penalty: 5207.801758
	Iteration 15Q: 3 clusters Score -5518724 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5518851.000000 Penalty: 5207.801758
	Iteration 16Q: 3 clusters Score -5518851 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5518919.500000 Penalty: 5207.801758
	Iteration 17Q: 3 clusters Score -5518920 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5518964.500000 Penalty: 5207.801758
	Iteration 18Q: 3 clusters Score -5518964 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5519030.000000 Penalty: 5207.801758
	Iteration 19Q: 3 clusters Score -5519030 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -5519075.000000 Penalty: 5207.801758
	Iteration 20F: 3 clusters Score -5519075 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5519099.000000 Penalty: 5207.801758
	Iteration 21Q: 3 clusters Score -5519099 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -5519111.500000 Penalty: 5207.801758
	Iteration 22Q: 3 clusters Score -5519112 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5519154.000000 Penalty: 5207.801758
	Iteration 23Q: 3 clusters Score -5519154 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5519202.000000 Penalty: 5207.801758
	Iteration 24Q: 3 clusters Score -5519202 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5519271.500000 Penalty: 5207.801758
	Iteration 25Q: 3 clusters Score -5519272 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5519295.000000 Penalty: 5207.801758
	Iteration 26Q: 3 clusters Score -5519295 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -5519298.500000 Penalty: 5207.801758
	Iteration 27Q: 3 clusters Score -5519298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -5519327.500000 Penalty: 5207.801758
	Iteration 28Q: 3 clusters Score -5519328 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5519361.000000 Penalty: 5207.801758
	Iteration 29Q: 3 clusters Score -5519361 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5519415.500000 Penalty: 5207.801758
	Iteration 30Q: 3 clusters Score -5519416 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5519473.500000 Penalty: 5207.801758
	Iteration 31Q: 3 clusters Score -5519474 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5519527.500000 Penalty: 5207.801758
	Iteration 32Q: 3 clusters Score -5519528 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -5519598.500000 Penalty: 5207.801758
	Iteration 33Q: 3 clusters Score -5519598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5519632.000000 Penalty: 5207.801758
	Iteration 34Q: 3 clusters Score -5519632 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5519683.500000 Penalty: 5207.801758
	Iteration 35Q: 3 clusters Score -5519684 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5519736.500000 Penalty: 5207.801758
	Iteration 36Q: 3 clusters Score -5519736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -5519793.000000 Penalty: 5207.801758
	Iteration 37Q: 3 clusters Score -5519793 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5519860.500000 Penalty: 5207.801758
	Iteration 38Q: 3 clusters Score -5519860 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5519938.000000 Penalty: 5207.801758
	Iteration 39Q: 3 clusters Score -5519938 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -5520004.000000 Penalty: 5207.801758
	Iteration 40F: 3 clusters Score -5520004 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -5520106.000000 Penalty: 5207.801758
	Iteration 41Q: 3 clusters Score -5520106 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -5520215.500000 Penalty: 5207.801758
	Iteration 42Q: 3 clusters Score -5520216 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -5520343.000000 Penalty: 5207.801758
	Iteration 43Q: 3 clusters Score -5520343 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5520434.000000 Penalty: 5207.801758
	Iteration 44Q: 3 clusters Score -5520434 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -5520569.500000 Penalty: 5207.801758
	Iteration 45Q: 3 clusters Score -5520570 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5520646.000000 Penalty: 5207.801758
	Iteration 46Q: 3 clusters Score -5520646 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5520725.500000 Penalty: 5207.801758
	Iteration 47Q: 3 clusters Score -5520726 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5520817.000000 Penalty: 5207.801758
	Iteration 48Q: 3 clusters Score -5520817 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5520886.500000 Penalty: 5207.801758
	Iteration 49Q: 3 clusters Score -5520886 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -5520945.500000 Penalty: 5207.801758
	Iteration 50Q: 3 clusters Score -5520946 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5521010.000000 Penalty: 5207.801758
	Iteration 51Q: 3 clusters Score -5521010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -5521081.500000 Penalty: 5207.801758
	Iteration 52Q: 3 clusters Score -5521082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -5521126.000000 Penalty: 5207.801758
	Iteration 53Q: 3 clusters Score -5521126 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -5521192.000000 Penalty: 5207.801758
	Iteration 54Q: 3 clusters Score -5521192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -5521224.000000 Penalty: 5207.801758
	Iteration 55Q: 3 clusters Score -5521224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -5521276.000000 Penalty: 5207.801758
	Iteration 56Q: 3 clusters Score -5521276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5521321.500000 Penalty: 5207.801758
	Iteration 57Q: 3 clusters Score -5521322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5521325.500000 Penalty: 5207.801758
	Iteration 58Q: 3 clusters Score -5521326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -5521348.500000 Penalty: 5207.801758
	Iteration 59Q: 3 clusters Score -5521348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -5521374.500000 Penalty: 5207.801758
	Iteration 60F: 3 clusters Score -5521374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -5521385.000000 Penalty: 5207.801758
	Iteration 61Q: 3 clusters Score -5521385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5521390.000000 Penalty: 5207.801758
	Iteration 62Q: 3 clusters Score -5521390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5521410.000000 Penalty: 5207.801758
	Iteration 63Q: 3 clusters Score -5521410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5521417.000000 Penalty: 5207.801758
	Iteration 64Q: 3 clusters Score -5521417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5521421.000000 Penalty: 5207.801758
	Iteration 65Q: 3 clusters Score -5521421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -5521432.000000 Penalty: 5207.801758
	Iteration 66Q: 3 clusters Score -5521432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5521445.500000 Penalty: 5207.801758
	Iteration 67Q: 3 clusters Score -5521446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -5521449.500000 Penalty: 5207.801758
	Iteration 68Q: 3 clusters Score -5521450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -5521456.500000 Penalty: 5207.801758
	Iteration 69Q: 3 clusters Score -5521456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5521460.500000 Penalty: 5207.801758
	Iteration 70Q: 3 clusters Score -5521460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5521468.500000 Penalty: 5207.801758
	Iteration 71Q: 3 clusters Score -5521468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -5521477.000000 Penalty: 5207.801758
	Iteration 72Q: 3 clusters Score -5521477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5521465.000000 Penalty: 5207.801758
	Iteration 73Q: 3 clusters Score -5521465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -5521478.000000 Penalty: 5207.801758
	Iteration 74Q: 3 clusters Score -5521478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5521484.500000 Penalty: 5207.801758
	Iteration 75Q: 3 clusters Score -5521484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -5521486.500000 Penalty: 5207.801758
	Iteration 76Q: 3 clusters Score -5521486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5521493.000000 Penalty: 5207.801758
	Iteration 77Q: 3 clusters Score -5521493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -5521489.500000 Penalty: 5207.801758
	Iteration 78Q: 3 clusters Score -5521490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -5521489.000000 Penalty: 5207.801758
	Iteration 79Q: 3 clusters Score -5521489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -5521492.000000 Penalty: 5207.801758
	Iteration 80F: 3 clusters Score -5521492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5521494.000000 Penalty: 5207.801758
	Iteration 81Q: 3 clusters Score -5521494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -5521492.500000 Penalty: 5207.801758
	Iteration 82Q: 3 clusters Score -5521492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -5521494.000000 Penalty: 5207.801758
	Iteration 83Q: 3 clusters Score -5521494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -5521497.000000 Penalty: 5207.801758
	Iteration 84Q: 3 clusters Score -5521497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -5521501.000000 Penalty: 5207.801758
	Iteration 85Q: 3 clusters Score -5521501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -5521505.000000 Penalty: 5207.801758
	Iteration 86Q: 3 clusters Score -5521505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5521501.500000 Penalty: 5207.801758
	Iteration 87Q: 3 clusters Score -5521502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -5521502.500000 Penalty: 5207.801758
	Iteration 88Q: 3 clusters Score -5521502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -5521506.000000 Penalty: 5207.801758
	Iteration 89Q: 3 clusters Score -5521506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -5521503.000000 Penalty: 5207.801758
	Iteration 90Q: 3 clusters Score -5521503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -5521497.000000 Penalty: 5207.801758
	Iteration 91Q: 3 clusters Score -5521497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5521504.000000 Penalty: 5207.801758
	Iteration 92Q: 3 clusters Score -5521504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -5521504.000000 Penalty: 5207.801758
	Iteration 93Q: 3 clusters Score -5521504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -5521502.000000 Penalty: 5207.801758
	Iteration 94Q: 3 clusters Score -5521502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -5521506.000000 Penalty: 5207.801758
	Iteration 95Q: 3 clusters Score -5521506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -5521511.500000 Penalty: 5207.801758
	Iteration 96Q: 3 clusters Score -5521512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -5521508.500000 Penalty: 5207.801758
	Iteration 97Q: 3 clusters Score -5521508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -5521511.500000 Penalty: 5207.801758
	Iteration 98Q: 3 clusters Score -5521512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -5521514.000000 Penalty: 5207.801758
	Iteration 99Q: 3 clusters Score -5521514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -5521511.000000 Penalty: 5207.801758
	Iteration 100F: 3 clusters Score -5521511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -5521516.000000 Penalty: 5207.801758
	Iteration 101Q: 3 clusters Score -5521516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -5521518.500000 Penalty: 5207.801758
	Iteration 102Q: 3 clusters Score -5521518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5521522.500000 Penalty: 5207.801758
	Iteration 103Q: 3 clusters Score -5521522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5521522.500000 Penalty: 5207.801758
	Iteration 104F: 3 clusters Score -5521522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Entering Unmasked Estep 
Score: -6889595.000000 Penalty: 2656.756348
	Iteration 0F: 2 clusters Score -6889595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -6859226.000000 Penalty: 5313.512695
	Iteration 0F: 3 clusters Score -6859226 nChanged 20686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -6870454.500000 Penalty: 5313.512695
	Iteration 1F: 3 clusters Score -6870454 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -6870886.000000 Penalty: 5313.512695
	Iteration 2Q: 3 clusters Score -6870886 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -6871257.000000 Penalty: 5313.512695
	Iteration 3Q: 3 clusters Score -6871257 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -6871611.000000 Penalty: 5313.512695
	Iteration 4Q: 3 clusters Score -6871611 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -6872025.000000 Penalty: 5313.512695
	Iteration 5Q: 3 clusters Score -6872025 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6872724.500000 Penalty: 5313.512695
	Iteration 6Q: 3 clusters Score -6872724 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -6873653.500000 Penalty: 5313.512695
	Iteration 7Q: 3 clusters Score -6873654 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -6875165.000000 Penalty: 5313.512695
	Iteration 8F: 3 clusters Score -6875165 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -6877494.000000 Penalty: 5313.512695
	Iteration 9F: 3 clusters Score -6877494 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -6880689.000000 Penalty: 5313.512695
	Iteration 10F: 3 clusters Score -6880689 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6883691.000000 Penalty: 5313.512695
	Iteration 11F: 3 clusters Score -6883691 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6885581.000000 Penalty: 5313.512695
	Iteration 12Q: 3 clusters Score -6885581 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6886504.500000 Penalty: 5313.512695
	Iteration 13Q: 3 clusters Score -6886504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6886914.000000 Penalty: 5313.512695
	Iteration 14Q: 3 clusters Score -6886914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6887083.000000 Penalty: 5313.512695
	Iteration 15Q: 3 clusters Score -6887083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6887169.500000 Penalty: 5313.512695
	Iteration 16Q: 3 clusters Score -6887170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6887206.000000 Penalty: 5313.512695
	Iteration 17Q: 3 clusters Score -6887206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6887239.000000 Penalty: 5313.512695
	Iteration 18Q: 3 clusters Score -6887239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6887250.000000 Penalty: 5313.512695
	Iteration 19Q: 3 clusters Score -6887250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6887262.000000 Penalty: 5313.512695
	Iteration 20F: 3 clusters Score -6887262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6887273.500000 Penalty: 5313.512695
	Iteration 21Q: 3 clusters Score -6887274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6887282.000000 Penalty: 5313.512695
	Iteration 22Q: 3 clusters Score -6887282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6887287.000000 Penalty: 5313.512695
	Iteration 23Q: 3 clusters Score -6887287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6887300.500000 Penalty: 5313.512695
	Iteration 24Q: 3 clusters Score -6887300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6887297.500000 Penalty: 5313.512695
	Iteration 25Q: 3 clusters Score -6887298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6887311.500000 Penalty: 5313.512695
	Iteration 26Q: 3 clusters Score -6887312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6887314.500000 Penalty: 5313.512695
	Iteration 27Q: 3 clusters Score -6887314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6887314.500000 Penalty: 5313.512695
	Iteration 28F: 3 clusters Score -6887314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -12361.479492 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -12361.48 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 65 members 
Entering Unmasked Estep 
Score: -11478.038086 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -11478.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11555.550781 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -11555.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11561.888672 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -11561.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11565.273438 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -11565.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11565.273438 Penalty: 2443.917969
	Iteration 4F: 3 clusters Score -11565.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -231747.843750 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -231747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -229470.906250 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -229470.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230490.328125 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -230490.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -231087.718750 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -231087.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -231550.781250 Penalty: 3696.391602
	Iteration 3F: 3 clusters Score -231550.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231834.453125 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -231834.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231936.015625 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -231936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -231981.812500 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -231981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -232012.171875 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -232012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -232033.531250 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -232033.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -232043.250000 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -232043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -232046.343750 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -232046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -232047.031250 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -232047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -232046.890625 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -232046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -232046.890625 Penalty: 3696.391602
	Iteration 13F: 3 clusters Score -232046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1042 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19609 members 
Mstep: Class 40 contains 131 members 
Mstep: Class 41 contains 274 members 
Mstep: Class 42 contains 682 members 
Entering Unmasked Estep 
Score: -70310696.000000 Penalty: 136058.015625
Splitting cluster 33 changes total score from -70311320.000000 to -70310696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -66289.859375 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -66289.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64922.242188 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -64922.24 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65243.742188 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -65243.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65347.910156 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -65347.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65399.714844 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -65399.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65415.914062 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -65415.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65427.566406 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -65427.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -65446.406250 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -65446.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65465.550781 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -65465.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65470.792969 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -65470.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65492.640625 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -65492.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65508.277344 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -65508.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65555.617188 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -65555.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65581.210938 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -65581.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65610.593750 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -65610.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -65628.671875 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -65628.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65653.726562 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -65653.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65668.929688 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -65668.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65677.945312 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -65677.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -65688.843750 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -65688.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65704.187500 Penalty: 3110.410156
	Iteration 19Q: 3 clusters Score -65704.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65710.367188 Penalty: 3110.410156
	Iteration 20F: 3 clusters Score -65710.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -59112.019531 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -59112.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57752.996094 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -57753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58148.136719 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -58148.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58364.558594 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -58364.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58479.074219 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -58479.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58551.085938 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -58551.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58599.531250 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -58599.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58626.933594 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -58626.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58647.726562 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -58647.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58670.890625 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -58670.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58688.195312 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -58688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58699.667969 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -58699.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58713.769531 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -58713.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58718.425781 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -58718.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58718.425781 Penalty: 3058.047119
	Iteration 13F: 3 clusters Score -58718.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -22953.031250 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -22953.03 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 125 members 
Entering Unmasked Estep 
Score: -22170.800781 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -22170.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22303.865234 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -22303.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22383.669922 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -22383.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22443.746094 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -22443.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22451.996094 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -22452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22462.541016 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -22462.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22462.541016 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -22462.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -77595.734375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -77595.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76057.585938 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -76057.59 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76343.875000 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -76343.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76397.085938 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -76397.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76428.890625 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -76428.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76435.046875 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -76435.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76452.007812 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -76452.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76485.265625 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -76485.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76497.179688 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -76497.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76500.421875 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -76500.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76501.117188 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -76501.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76501.117188 Penalty: 3156.062012
	Iteration 10F: 3 clusters Score -76501.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20353.785156 Penalty: 1308.972412
	Iteration 0F: 2 clusters Score -20353.79 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 85 members 
Entering Unmasked Estep 
Score: -19346.208984 Penalty: 2617.944824
	Iteration 0F: 3 clusters Score -19346.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19586.091797 Penalty: 2617.944824
	Iteration 1F: 3 clusters Score -19586.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19874.892578 Penalty: 2617.944824
	Iteration 2F: 3 clusters Score -19874.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20149.156250 Penalty: 2617.944824
	Iteration 3Q: 3 clusters Score -20149.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20241.240234 Penalty: 2617.944824
	Iteration 4Q: 3 clusters Score -20241.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20277.800781 Penalty: 2617.944824
	Iteration 5Q: 3 clusters Score -20277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20277.800781 Penalty: 2617.944824
	Iteration 6F: 3 clusters Score -20277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 184338 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 36301 members 
Mstep: Class 31 contains 44924 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70313744.000000 Penalty: 132818.546875
Iteration 159Q: 42 clusters Score -7.031374e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 9940 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56319 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 10017 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 11995 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 2501 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 184834 members 
Mstep: Class 27 contains 28812 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 36300 members 
Mstep: Class 31 contains 44876 members 
Mstep: Class 32 contains 136 members 
Mstep: Class 33 contains 1714 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 236 members 
Mstep: Class 37 contains 572 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19061 members 
Mstep: Class 40 contains 132 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315128.000000 Penalty: 132818.546875
Iteration 160F: 42 clusters Score -7.031513e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 12257 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 11613 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 9818 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56291 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 16 contains 9978 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184870 members 
Mstep: Class 27 contains 28805 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 36287 members 
Mstep: Class 31 contains 44819 members 
Mstep: Class 32 contains 146 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19343 members 
Mstep: Class 40 contains 133 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316112.000000 Penalty: 132818.546875
Iteration 161Q: 42 clusters Score -7.031611e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10322 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 184876 members 
Mstep: Class 27 contains 28799 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 36265 members 
Mstep: Class 31 contains 44782 members 
Mstep: Class 32 contains 141 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 562 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19540 members 
Mstep: Class 40 contains 134 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316144.000000 Penalty: 132818.546875
Iteration 162Q: 42 clusters Score -7.031614e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 12248 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 11607 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9633 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 10322 members 
Mstep: Class 16 contains 9924 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1694 members 
Mstep: Class 26 contains 184863 members 
Mstep: Class 27 contains 28807 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36249 members 
Mstep: Class 31 contains 44759 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 524 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19698 members 
Mstep: Class 40 contains 140 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316328.000000 Penalty: 132818.546875
Iteration 163Q: 42 clusters Score -7.031633e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12245 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11616 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9567 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56274 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 184839 members 
Mstep: Class 27 contains 28798 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36234 members 
Mstep: Class 31 contains 44751 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1673 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19824 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316416.000000 Penalty: 132818.546875
Iteration 164Q: 42 clusters Score -7.031642e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12243 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11615 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56264 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 9889 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 11983 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 184817 members 
Mstep: Class 27 contains 28787 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36226 members 
Mstep: Class 31 contains 44730 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1672 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 19955 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316720.000000 Penalty: 132818.546875
Iteration 165Q: 42 clusters Score -7.031672e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 12247 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11618 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56266 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 9877 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12002 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 184785 members 
Mstep: Class 27 contains 28782 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36211 members 
Mstep: Class 31 contains 44705 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20071 members 
Mstep: Class 40 contains 144 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316792.000000 Penalty: 132818.546875
Iteration 166Q: 42 clusters Score -7.031679e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12251 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56276 members 
Mstep: Class 15 contains 10328 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 184730 members 
Mstep: Class 27 contains 28783 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36203 members 
Mstep: Class 31 contains 44683 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1666 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20171 members 
Mstep: Class 40 contains 144 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316880.000000 Penalty: 132818.546875
Iteration 167Q: 42 clusters Score -7.031688e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11635 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9370 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56298 members 
Mstep: Class 15 contains 10331 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12027 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 184664 members 
Mstep: Class 27 contains 28789 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36196 members 
Mstep: Class 31 contains 44674 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20251 members 
Mstep: Class 40 contains 144 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316968.000000 Penalty: 132818.546875
Iteration 168Q: 42 clusters Score -7.031697e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56304 members 
Mstep: Class 15 contains 10332 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12033 members 
Mstep: Class 19 contains 5313 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 184629 members 
Mstep: Class 27 contains 28788 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36193 members 
Mstep: Class 31 contains 44661 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20318 members 
Mstep: Class 40 contains 144 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317048.000000 Penalty: 132818.546875
Iteration 169Q: 42 clusters Score -7.031705e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11640 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9290 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56331 members 
Mstep: Class 15 contains 10336 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184615 members 
Mstep: Class 27 contains 28779 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36185 members 
Mstep: Class 31 contains 44646 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1663 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20373 members 
Mstep: Class 40 contains 144 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317160.000000 Penalty: 132818.546875
Iteration 170Q: 42 clusters Score -7.031716e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56356 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 9862 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12061 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184604 members 
Mstep: Class 27 contains 28774 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36174 members 
Mstep: Class 31 contains 44634 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20410 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317216.000000 Penalty: 132818.546875
Iteration 171Q: 42 clusters Score -7.031722e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11640 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56378 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 9865 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12074 members 
Mstep: Class 19 contains 5309 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184584 members 
Mstep: Class 27 contains 28765 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36170 members 
Mstep: Class 31 contains 44630 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20437 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317216.000000 Penalty: 132818.546875
Iteration 172Q: 42 clusters Score -7.031722e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11641 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9190 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56383 members 
Mstep: Class 15 contains 10343 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12078 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184579 members 
Mstep: Class 27 contains 28762 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36170 members 
Mstep: Class 31 contains 44622 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20464 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317272.000000 Penalty: 132818.546875
Iteration 173Q: 42 clusters Score -7.031727e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11641 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9160 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56396 members 
Mstep: Class 15 contains 10344 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12082 members 
Mstep: Class 19 contains 5313 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 184572 members 
Mstep: Class 27 contains 28764 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36164 members 
Mstep: Class 31 contains 44618 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20489 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317360.000000 Penalty: 132818.546875
Iteration 174Q: 42 clusters Score -7.031736e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9142 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56404 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12091 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184571 members 
Mstep: Class 27 contains 28763 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36160 members 
Mstep: Class 31 contains 44613 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20502 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317376.000000 Penalty: 132818.546875
Iteration 175Q: 42 clusters Score -7.031738e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9129 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56397 members 
Mstep: Class 15 contains 10346 members 
Mstep: Class 16 contains 9850 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12102 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184596 members 
Mstep: Class 27 contains 28756 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36157 members 
Mstep: Class 31 contains 44606 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20510 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317456.000000 Penalty: 132818.546875
Iteration 176Q: 42 clusters Score -7.031746e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56393 members 
Mstep: Class 15 contains 10347 members 
Mstep: Class 16 contains 9843 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12111 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184611 members 
Mstep: Class 27 contains 28747 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36157 members 
Mstep: Class 31 contains 44600 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20519 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317416.000000 Penalty: 132818.546875
Iteration 177Q: 42 clusters Score -7.031742e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56391 members 
Mstep: Class 15 contains 10348 members 
Mstep: Class 16 contains 9839 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12115 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184611 members 
Mstep: Class 27 contains 28745 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36154 members 
Mstep: Class 31 contains 44597 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20529 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317400.000000 Penalty: 132818.546875
Iteration 178Q: 42 clusters Score -7.03174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56388 members 
Mstep: Class 15 contains 10350 members 
Mstep: Class 16 contains 9835 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12120 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184611 members 
Mstep: Class 27 contains 28744 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36152 members 
Mstep: Class 31 contains 44596 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1661 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20540 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317392.000000 Penalty: 132818.546875
Iteration 179Q: 42 clusters Score -7.031739e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11646 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56377 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9834 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12127 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184610 members 
Mstep: Class 27 contains 28745 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44598 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1661 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20548 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317552.000000 Penalty: 132818.546875
Iteration 180F: 42 clusters Score -7.031755e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11647 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56363 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9835 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12126 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184624 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 142 members 
Mstep: Class 33 contains 1661 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 20554 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317688.000000 Penalty: 132818.546875
Iteration 181Q: 42 clusters Score -7.031769e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56355 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9834 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12131 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184634 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 239 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20557 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317800.000000 Penalty: 132818.546875
Iteration 182Q: 42 clusters Score -7.03178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56359 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9834 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12134 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184626 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20560 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317808.000000 Penalty: 132818.546875
Iteration 183Q: 42 clusters Score -7.031781e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56370 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9831 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12131 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184622 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36151 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20563 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317744.000000 Penalty: 132818.546875
Iteration 184Q: 42 clusters Score -7.031774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56372 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9827 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12131 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184620 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36151 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20567 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317768.000000 Penalty: 132818.546875
Iteration 185Q: 42 clusters Score -7.031777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56381 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 5319 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184612 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20572 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317880.000000 Penalty: 132818.546875
Iteration 186Q: 42 clusters Score -7.031788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56367 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9823 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184623 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36152 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20573 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317760.000000 Penalty: 132818.546875
Iteration 187Q: 42 clusters Score -7.031776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9819 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184632 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36151 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20578 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317808.000000 Penalty: 132818.546875
Iteration 188Q: 42 clusters Score -7.031781e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56353 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9817 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184633 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44605 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20584 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317768.000000 Penalty: 132818.546875
Iteration 189Q: 42 clusters Score -7.031777e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56344 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9815 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184646 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44605 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20585 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317768.000000 Penalty: 132818.546875
Iteration 190Q: 42 clusters Score -7.031777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56338 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184656 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20585 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317680.000000 Penalty: 132818.546875
Iteration 191Q: 42 clusters Score -7.031768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56329 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9815 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184663 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20587 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317712.000000 Penalty: 132818.546875
Iteration 192Q: 42 clusters Score -7.031771e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56313 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9815 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184681 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20586 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317704.000000 Penalty: 132818.546875
Iteration 193Q: 42 clusters Score -7.03177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56303 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9815 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 184691 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20586 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317712.000000 Penalty: 132818.546875
Iteration 194Q: 42 clusters Score -7.031771e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56304 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12134 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184693 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20589 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317712.000000 Penalty: 132818.546875
Iteration 195Q: 42 clusters Score -7.031771e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56307 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184694 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44605 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20590 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317728.000000 Penalty: 132818.546875
Iteration 196Q: 42 clusters Score -7.031773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56307 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184691 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36151 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317728.000000 Penalty: 132818.546875
Iteration 197Q: 42 clusters Score -7.031773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56303 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184703 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317704.000000 Penalty: 132818.546875
Iteration 198Q: 42 clusters Score -7.03177e+07 nChanged 35
Entering ConstructFrom: 
Score: -70317704.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -167123.265625 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -167123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -165049.781250 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -165049.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -165461.109375 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -165461.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165607.265625 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -165607.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -165800.109375 Penalty: 3512.944092
	Iteration 3F: 3 clusters Score -165800.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165939.328125 Penalty: 3512.944092
	Iteration 4F: 3 clusters Score -165939.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -166018.796875 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -166018.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166091.812500 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -166091.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166162.062500 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -166162.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -166248.093750 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -166248.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -166305.750000 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -166305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166356.125000 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -166356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166374.500000 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -166374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166381.359375 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -166381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166389.015625 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -166389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -166394.484375 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -166394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166396.406250 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -166396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166401.890625 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -166401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166408.875000 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -166408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166410.406250 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -166410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166411.171875 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -166411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166411.171875 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -166411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -217294.734375 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -217294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215043.578125 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -215043.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -215750.812500 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -215750.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -216247.203125 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -216247.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -216772.515625 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -216772.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -217083.187500 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -217083.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -217268.812500 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -217268.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -217351.343750 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -217351.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -217387.671875 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -217387.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -217400.609375 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -217400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -217409.562500 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -217409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -217414.375000 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -217414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217416.187500 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -217416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217416.187500 Penalty: 3668.886719
	Iteration 12F: 3 clusters Score -217416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 705 members 
Entering Unmasked Estep 
Score: -70316272.000000 Penalty: 136058.015625
Splitting cluster 2 changes total score from -70317704.000000 to -70316272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -84023.320312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -84023.32 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 316 members 
Entering Unmasked Estep 
Score: -82561.375000 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -82561.38 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82966.062500 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -82966.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83169.460938 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -83169.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83297.320312 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -83297.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83425.460938 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -83425.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83592.953125 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -83592.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83792.148438 Penalty: 3213.340576
	Iteration 6F: 3 clusters Score -83792.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83874.289062 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -83874.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83893.460938 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -83893.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83906.468750 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -83906.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83924.945312 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -83924.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83933.367188 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -83933.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83951.351562 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -83951.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83956.109375 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -83956.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83966.320312 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -83966.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83985.414062 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -83985.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84002.093750 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -84002.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84038.531250 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -84038.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84094.218750 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -84094.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84105.125000 Penalty: 3213.340576
	Iteration 19Q: 3 clusters Score -84105.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84111.007812 Penalty: 3213.340576
	Iteration 20F: 3 clusters Score -84111.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84162.140625 Penalty: 3213.340576
	Iteration 21Q: 3 clusters Score -84162.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84206.757812 Penalty: 3213.340576
	Iteration 22Q: 3 clusters Score -84206.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84216.078125 Penalty: 3213.340576
	Iteration 23Q: 3 clusters Score -84216.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84223.117188 Penalty: 3213.340576
	Iteration 24Q: 3 clusters Score -84223.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84225.382812 Penalty: 3213.340576
	Iteration 25Q: 3 clusters Score -84225.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84225.382812 Penalty: 3213.340576
	Iteration 26F: 3 clusters Score -84225.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 458 members 
Entering Unmasked Estep 
Score: -70316272.000000 Penalty: 136058.015625
Splitting cluster 3 changes total score from -70317704.000000 to -70316272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Entering Unmasked Estep 
Score: -1777349.625000 Penalty: 2335.060059
	Iteration 0F: 2 clusters Score -1777350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1768255.750000 Penalty: 4670.120117
	Iteration 0F: 3 clusters Score -1768256 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1771193.250000 Penalty: 4670.120117
	Iteration 1F: 3 clusters Score -1771193 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1771569.875000 Penalty: 4670.120117
	Iteration 2F: 3 clusters Score -1771570 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1771876.625000 Penalty: 4670.120117
	Iteration 3F: 3 clusters Score -1771877 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1772170.000000 Penalty: 4670.120117
	Iteration 4Q: 3 clusters Score -1772170 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1772462.625000 Penalty: 4670.120117
	Iteration 5Q: 3 clusters Score -1772463 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1772736.375000 Penalty: 4670.120117
	Iteration 6Q: 3 clusters Score -1772736 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1773029.750000 Penalty: 4670.120117
	Iteration 7Q: 3 clusters Score -1773030 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1773365.500000 Penalty: 4670.120117
	Iteration 8Q: 3 clusters Score -1773366 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1773727.375000 Penalty: 4670.120117
	Iteration 9Q: 3 clusters Score -1773727 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1774100.125000 Penalty: 4670.120117
	Iteration 10Q: 3 clusters Score -1774100 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1774419.250000 Penalty: 4670.120117
	Iteration 11Q: 3 clusters Score -1774419 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1774667.875000 Penalty: 4670.120117
	Iteration 12Q: 3 clusters Score -1774668 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1774844.500000 Penalty: 4670.120117
	Iteration 13Q: 3 clusters Score -1774844 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1774989.500000 Penalty: 4670.120117
	Iteration 14Q: 3 clusters Score -1774990 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1775121.250000 Penalty: 4670.120117
	Iteration 15Q: 3 clusters Score -1775121 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1775222.875000 Penalty: 4670.120117
	Iteration 16Q: 3 clusters Score -1775223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1775309.250000 Penalty: 4670.120117
	Iteration 17Q: 3 clusters Score -1775309 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1775403.750000 Penalty: 4670.120117
	Iteration 18Q: 3 clusters Score -1775404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1775502.250000 Penalty: 4670.120117
	Iteration 19Q: 3 clusters Score -1775502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1775590.875000 Penalty: 4670.120117
	Iteration 20F: 3 clusters Score -1775591 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1775677.625000 Penalty: 4670.120117
	Iteration 21Q: 3 clusters Score -1775678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1775773.375000 Penalty: 4670.120117
	Iteration 22Q: 3 clusters Score -1775773 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1775914.625000 Penalty: 4670.120117
	Iteration 23Q: 3 clusters Score -1775915 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1776063.625000 Penalty: 4670.120117
	Iteration 24Q: 3 clusters Score -1776064 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1776254.125000 Penalty: 4670.120117
	Iteration 25Q: 3 clusters Score -1776254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1776457.375000 Penalty: 4670.120117
	Iteration 26Q: 3 clusters Score -1776457 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1776639.875000 Penalty: 4670.120117
	Iteration 27Q: 3 clusters Score -1776640 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1776788.375000 Penalty: 4670.120117
	Iteration 28Q: 3 clusters Score -1776788 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1776909.625000 Penalty: 4670.120117
	Iteration 29Q: 3 clusters Score -1776910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1777032.000000 Penalty: 4670.120117
	Iteration 30Q: 3 clusters Score -1777032 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1777120.625000 Penalty: 4670.120117
	Iteration 31Q: 3 clusters Score -1777121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1777204.250000 Penalty: 4670.120117
	Iteration 32Q: 3 clusters Score -1777204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1777253.750000 Penalty: 4670.120117
	Iteration 33Q: 3 clusters Score -1777254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1777274.500000 Penalty: 4670.120117
	Iteration 34Q: 3 clusters Score -1777274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1777292.375000 Penalty: 4670.120117
	Iteration 35Q: 3 clusters Score -1777292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1777302.500000 Penalty: 4670.120117
	Iteration 36Q: 3 clusters Score -1777302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1777307.625000 Penalty: 4670.120117
	Iteration 37Q: 3 clusters Score -1777308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1777308.875000 Penalty: 4670.120117
	Iteration 38Q: 3 clusters Score -1777309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1777308.750000 Penalty: 4670.120117
	Iteration 39Q: 3 clusters Score -1777309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1777316.000000 Penalty: 4670.120117
	Iteration 40F: 3 clusters Score -1777316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1777320.250000 Penalty: 4670.120117
	Iteration 41Q: 3 clusters Score -1777320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1777320.625000 Penalty: 4670.120117
	Iteration 42Q: 3 clusters Score -1777321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1777321.125000 Penalty: 4670.120117
	Iteration 43Q: 3 clusters Score -1777321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1777323.000000 Penalty: 4670.120117
	Iteration 44Q: 3 clusters Score -1777323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1777321.625000 Penalty: 4670.120117
	Iteration 45Q: 3 clusters Score -1777322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1777322.375000 Penalty: 4670.120117
	Iteration 46Q: 3 clusters Score -1777322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1777322.375000 Penalty: 4670.120117
	Iteration 47F: 3 clusters Score -1777322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34886.582031 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34886.58 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 128 members 
Entering Unmasked Estep 
Score: -33721.707031 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33721.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33780.812500 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33780.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33783.535156 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33783.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33783.535156 Penalty: 2742.596680
	Iteration 3F: 3 clusters Score -33783.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -55721.730469 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -55721.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54369.500000 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -54369.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54617.183594 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -54617.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54759.964844 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -54759.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -54900.582031 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -54900.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -55000.832031 Penalty: 3027.977295
	Iteration 4F: 3 clusters Score -55000.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -55015.781250 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -55015.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -55019.539062 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -55019.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -55023.035156 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -55023.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -55023.035156 Penalty: 3027.977295
	Iteration 8F: 3 clusters Score -55023.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Entering Unmasked Estep 
Score: -1755615.250000 Penalty: 2322.103271
	Iteration 0F: 2 clusters Score -1755615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1746929.375000 Penalty: 4644.206543
	Iteration 0F: 3 clusters Score -1746929 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1749343.250000 Penalty: 4644.206543
	Iteration 1F: 3 clusters Score -1749343 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1749614.625000 Penalty: 4644.206543
	Iteration 2F: 3 clusters Score -1749615 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1749829.125000 Penalty: 4644.206543
	Iteration 3Q: 3 clusters Score -1749829 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1749978.750000 Penalty: 4644.206543
	Iteration 4Q: 3 clusters Score -1749979 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1750112.250000 Penalty: 4644.206543
	Iteration 5Q: 3 clusters Score -1750112 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1750232.250000 Penalty: 4644.206543
	Iteration 6Q: 3 clusters Score -1750232 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1750357.375000 Penalty: 4644.206543
	Iteration 7Q: 3 clusters Score -1750357 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1750501.250000 Penalty: 4644.206543
	Iteration 8Q: 3 clusters Score -1750501 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1750668.625000 Penalty: 4644.206543
	Iteration 9Q: 3 clusters Score -1750669 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1750888.500000 Penalty: 4644.206543
	Iteration 10Q: 3 clusters Score -1750888 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1751143.375000 Penalty: 4644.206543
	Iteration 11Q: 3 clusters Score -1751143 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1751460.750000 Penalty: 4644.206543
	Iteration 12Q: 3 clusters Score -1751461 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1751839.500000 Penalty: 4644.206543
	Iteration 13Q: 3 clusters Score -1751840 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1752200.000000 Penalty: 4644.206543
	Iteration 14Q: 3 clusters Score -1752200 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1752502.500000 Penalty: 4644.206543
	Iteration 15Q: 3 clusters Score -1752502 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1752731.500000 Penalty: 4644.206543
	Iteration 16Q: 3 clusters Score -1752732 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1752943.500000 Penalty: 4644.206543
	Iteration 17Q: 3 clusters Score -1752944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1753095.125000 Penalty: 4644.206543
	Iteration 18Q: 3 clusters Score -1753095 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1753229.250000 Penalty: 4644.206543
	Iteration 19Q: 3 clusters Score -1753229 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1753323.500000 Penalty: 4644.206543
	Iteration 20F: 3 clusters Score -1753324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1753390.375000 Penalty: 4644.206543
	Iteration 21Q: 3 clusters Score -1753390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1753432.375000 Penalty: 4644.206543
	Iteration 22Q: 3 clusters Score -1753432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1753461.500000 Penalty: 4644.206543
	Iteration 23Q: 3 clusters Score -1753462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1753492.500000 Penalty: 4644.206543
	Iteration 24Q: 3 clusters Score -1753492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1753511.250000 Penalty: 4644.206543
	Iteration 25Q: 3 clusters Score -1753511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1753531.375000 Penalty: 4644.206543
	Iteration 26Q: 3 clusters Score -1753531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1753545.250000 Penalty: 4644.206543
	Iteration 27Q: 3 clusters Score -1753545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1753556.750000 Penalty: 4644.206543
	Iteration 28Q: 3 clusters Score -1753557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1753565.750000 Penalty: 4644.206543
	Iteration 29Q: 3 clusters Score -1753566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1753570.250000 Penalty: 4644.206543
	Iteration 30Q: 3 clusters Score -1753570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1753575.875000 Penalty: 4644.206543
	Iteration 31Q: 3 clusters Score -1753576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1753579.125000 Penalty: 4644.206543
	Iteration 32Q: 3 clusters Score -1753579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1753585.375000 Penalty: 4644.206543
	Iteration 33Q: 3 clusters Score -1753585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1753583.500000 Penalty: 4644.206543
	Iteration 34Q: 3 clusters Score -1753584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1753589.000000 Penalty: 4644.206543
	Iteration 35Q: 3 clusters Score -1753589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1753593.000000 Penalty: 4644.206543
	Iteration 36Q: 3 clusters Score -1753593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1753595.875000 Penalty: 4644.206543
	Iteration 37Q: 3 clusters Score -1753596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1753595.875000 Penalty: 4644.206543
	Iteration 38F: 3 clusters Score -1753596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -348562.781250 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -348562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -345738.500000 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -345738.5 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346264.687500 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -346264.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -346392.312500 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -346392.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -346465.500000 Penalty: 3844.518555
	Iteration 3Q: 3 clusters Score -346465.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -346516.593750 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -346516.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -346557.406250 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -346557.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -346589.906250 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -346589.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -346633.531250 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -346633.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -346667.625000 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -346667.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -346695.531250 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -346695.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -346717.562500 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -346717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -346735.468750 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -346735.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -346753.187500 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -346753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -346768.468750 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -346768.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -346785.656250 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -346785.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -346799.250000 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -346799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -346811.500000 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -346811.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -346818.875000 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -346818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -346824.281250 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -346824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -346831.656250 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -346831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -346838.000000 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -346838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -346842.843750 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -346842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -346848.218750 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -346848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -346856.031250 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -346856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -346867.812500 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -346867.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -346880.312500 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -346880.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -346888.750000 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -346888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -346896.812500 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -346896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -346907.218750 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -346907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -346914.906250 Penalty: 3844.518555
	Iteration 29Q: 3 clusters Score -346914.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -346920.812500 Penalty: 3844.518555
	Iteration 30Q: 3 clusters Score -346920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -346925.843750 Penalty: 3844.518555
	Iteration 31Q: 3 clusters Score -346925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -346929.468750 Penalty: 3844.518555
	Iteration 32Q: 3 clusters Score -346929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -346933.687500 Penalty: 3844.518555
	Iteration 33Q: 3 clusters Score -346933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -346934.875000 Penalty: 3844.518555
	Iteration 34Q: 3 clusters Score -346934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -346937.531250 Penalty: 3844.518555
	Iteration 35Q: 3 clusters Score -346937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -346941.531250 Penalty: 3844.518555
	Iteration 36Q: 3 clusters Score -346941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -346946.593750 Penalty: 3844.518555
	Iteration 37Q: 3 clusters Score -346946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -346954.562500 Penalty: 3844.518555
	Iteration 38Q: 3 clusters Score -346954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -346958.562500 Penalty: 3844.518555
	Iteration 39Q: 3 clusters Score -346958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -346961.125000 Penalty: 3844.518555
	Iteration 40F: 3 clusters Score -346961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Entering Unmasked Estep 
Score: -1384789.875000 Penalty: 2259.491211
	Iteration 0F: 2 clusters Score -1384790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1377761.875000 Penalty: 4518.982422
	Iteration 0F: 3 clusters Score -1377762 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1379794.625000 Penalty: 4518.982422
	Iteration 1F: 3 clusters Score -1379795 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1380106.750000 Penalty: 4518.982422
	Iteration 2F: 3 clusters Score -1380107 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1380308.625000 Penalty: 4518.982422
	Iteration 3F: 3 clusters Score -1380309 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1380448.375000 Penalty: 4518.982422
	Iteration 4Q: 3 clusters Score -1380448 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1380561.625000 Penalty: 4518.982422
	Iteration 5Q: 3 clusters Score -1380562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1380649.125000 Penalty: 4518.982422
	Iteration 6Q: 3 clusters Score -1380649 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1380723.375000 Penalty: 4518.982422
	Iteration 7Q: 3 clusters Score -1380723 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1380775.250000 Penalty: 4518.982422
	Iteration 8Q: 3 clusters Score -1380775 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1380808.750000 Penalty: 4518.982422
	Iteration 9Q: 3 clusters Score -1380809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1380856.750000 Penalty: 4518.982422
	Iteration 10Q: 3 clusters Score -1380857 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1380915.375000 Penalty: 4518.982422
	Iteration 11Q: 3 clusters Score -1380915 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1380982.000000 Penalty: 4518.982422
	Iteration 12Q: 3 clusters Score -1380982 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1381074.500000 Penalty: 4518.982422
	Iteration 13Q: 3 clusters Score -1381074 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1381196.250000 Penalty: 4518.982422
	Iteration 14Q: 3 clusters Score -1381196 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1381373.750000 Penalty: 4518.982422
	Iteration 15Q: 3 clusters Score -1381374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1381657.875000 Penalty: 4518.982422
	Iteration 16Q: 3 clusters Score -1381658 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1381989.500000 Penalty: 4518.982422
	Iteration 17Q: 3 clusters Score -1381990 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1382285.250000 Penalty: 4518.982422
	Iteration 18Q: 3 clusters Score -1382285 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1382585.625000 Penalty: 4518.982422
	Iteration 19Q: 3 clusters Score -1382586 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1382881.625000 Penalty: 4518.982422
	Iteration 20F: 3 clusters Score -1382882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1383144.375000 Penalty: 4518.982422
	Iteration 21Q: 3 clusters Score -1383144 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1383391.000000 Penalty: 4518.982422
	Iteration 22Q: 3 clusters Score -1383391 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1383583.750000 Penalty: 4518.982422
	Iteration 23Q: 3 clusters Score -1383584 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1383720.500000 Penalty: 4518.982422
	Iteration 24Q: 3 clusters Score -1383720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1383838.000000 Penalty: 4518.982422
	Iteration 25Q: 3 clusters Score -1383838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1383920.250000 Penalty: 4518.982422
	Iteration 26Q: 3 clusters Score -1383920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1383969.625000 Penalty: 4518.982422
	Iteration 27Q: 3 clusters Score -1383970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1383997.750000 Penalty: 4518.982422
	Iteration 28Q: 3 clusters Score -1383998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1384016.500000 Penalty: 4518.982422
	Iteration 29Q: 3 clusters Score -1384016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1384032.500000 Penalty: 4518.982422
	Iteration 30Q: 3 clusters Score -1384032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1384047.250000 Penalty: 4518.982422
	Iteration 31Q: 3 clusters Score -1384047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1384056.000000 Penalty: 4518.982422
	Iteration 32Q: 3 clusters Score -1384056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1384061.125000 Penalty: 4518.982422
	Iteration 33Q: 3 clusters Score -1384061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1384066.000000 Penalty: 4518.982422
	Iteration 34Q: 3 clusters Score -1384066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1384070.250000 Penalty: 4518.982422
	Iteration 35Q: 3 clusters Score -1384070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1384072.375000 Penalty: 4518.982422
	Iteration 36Q: 3 clusters Score -1384072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1384074.750000 Penalty: 4518.982422
	Iteration 37Q: 3 clusters Score -1384075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1384081.625000 Penalty: 4518.982422
	Iteration 38Q: 3 clusters Score -1384082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1384085.125000 Penalty: 4518.982422
	Iteration 39Q: 3 clusters Score -1384085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1384085.000000 Penalty: 4518.982422
	Iteration 40F: 3 clusters Score -1384085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1384087.625000 Penalty: 4518.982422
	Iteration 41Q: 3 clusters Score -1384088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1384087.625000 Penalty: 4518.982422
	Iteration 42F: 3 clusters Score -1384088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -113544.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -113544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111810.132812 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -111810.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112182.296875 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -112182.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112403.250000 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -112403.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112633.703125 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -112633.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112861.281250 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -112861.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113371.382812 Penalty: 3328.419434
	Iteration 5F: 3 clusters Score -113371.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113524.828125 Penalty: 3328.419434
	Iteration 6F: 3 clusters Score -113524.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113601.023438 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -113601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113628.796875 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -113628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113638.164062 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -113638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113649.414062 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -113649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113650.531250 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -113650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113651.445312 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -113651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113651.445312 Penalty: 3328.419434
	Iteration 13F: 3 clusters Score -113651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 629 members 
Entering Unmasked Estep 
Score: -70316216.000000 Penalty: 136058.015625
Splitting cluster 10 changes total score from -70317704.000000 to -70316216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -253163.859375 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -253163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250741.500000 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -250741.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -251210.609375 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -251210.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -251354.062500 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -251354.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -251431.890625 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -251431.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -251482.625000 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -251482.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -251520.109375 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -251520.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -251537.140625 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -251537.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -251554.656250 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -251554.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251576.953125 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -251577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -251593.250000 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -251593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -251604.781250 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -251604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -251615.718750 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -251615.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -251628.812500 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -251628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -251637.421875 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -251637.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -251644.625000 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -251644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -251649.187500 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -251649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -251653.828125 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -251653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -251660.281250 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -251660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -251664.000000 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -251664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -251664.312500 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -251664.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -251664.312500 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -251664.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -277712.625000 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -277712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -275217.031250 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -275217 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -275641.312500 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -275641.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275813.531250 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -275813.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -275911.406250 Penalty: 3744.606201
	Iteration 3F: 3 clusters Score -275911.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275993.687500 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -275993.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -276080.812500 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -276080.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -276178.562500 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -276178.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -276268.375000 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -276268.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276352.312500 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -276352.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -276423.843750 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -276423.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276501.656250 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -276501.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276578.250000 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -276578.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -276636.625000 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -276636.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -276679.562500 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -276679.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -276706.656250 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -276706.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276741.218750 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -276741.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276770.625000 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -276770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276785.000000 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -276785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -276799.062500 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -276799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276809.218750 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -276809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -276812.437500 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -276812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -276817.718750 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -276817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276818.937500 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -276818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276818.937500 Penalty: 3744.606201
	Iteration 23F: 3 clusters Score -276818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -91691.984375 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -91691.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90000.781250 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -90000.78 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90415.070312 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -90415.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90665.132812 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -90665.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90852.718750 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -90852.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91008.835938 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -91008.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91134.734375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -91134.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91333.296875 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -91333.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91601.539062 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -91601.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91878.640625 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -91878.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92085.890625 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92085.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92229.812500 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92229.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92417.429688 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92417.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92761.484375 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92761.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92800.750000 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -92800.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92831.867188 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -92831.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92849.898438 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -92849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92856.718750 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -92856.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92857.968750 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -92857.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92859.781250 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -92859.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92861.367188 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -92861.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92879.218750 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -92879.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92910.960938 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -92910.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92918.343750 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -92918.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92923.062500 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -92923.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92923.062500 Penalty: 3284.877197
	Iteration 24F: 3 clusters Score -92923.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 323 members 
Entering Unmasked Estep 
Score: -70317352.000000 Penalty: 136058.015625
Splitting cluster 13 changes total score from -70317704.000000 to -70317352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (56296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Entering Unmasked Estep 
Score: -8703515.000000 Penalty: 2712.717773
	Iteration 0F: 2 clusters Score -8703515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -8665586.000000 Penalty: 5425.435547
	Iteration 0F: 3 clusters Score -8665586 nChanged 26017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8680011.000000 Penalty: 5425.435547
	Iteration 1F: 3 clusters Score -8680011 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8680714.000000 Penalty: 5425.435547
	Iteration 2Q: 3 clusters Score -8680714 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -8681563.000000 Penalty: 5425.435547
	Iteration 3Q: 3 clusters Score -8681563 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -8682498.000000 Penalty: 5425.435547
	Iteration 4Q: 3 clusters Score -8682498 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -8683721.000000 Penalty: 5425.435547
	Iteration 5Q: 3 clusters Score -8683721 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -8685318.000000 Penalty: 5425.435547
	Iteration 6F: 3 clusters Score -8685318 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -8687454.000000 Penalty: 5425.435547
	Iteration 7F: 3 clusters Score -8687454 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -8690015.000000 Penalty: 5425.435547
	Iteration 8F: 3 clusters Score -8690015 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -8692271.000000 Penalty: 5425.435547
	Iteration 9F: 3 clusters Score -8692271 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -8693628.000000 Penalty: 5425.435547
	Iteration 10Q: 3 clusters Score -8693628 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -8694412.000000 Penalty: 5425.435547
	Iteration 11Q: 3 clusters Score -8694412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8694813.000000 Penalty: 5425.435547
	Iteration 12Q: 3 clusters Score -8694813 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -8695101.000000 Penalty: 5425.435547
	Iteration 13Q: 3 clusters Score -8695101 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -8695371.000000 Penalty: 5425.435547
	Iteration 14Q: 3 clusters Score -8695371 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -8695743.000000 Penalty: 5425.435547
	Iteration 15Q: 3 clusters Score -8695743 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -8696068.000000 Penalty: 5425.435547
	Iteration 16Q: 3 clusters Score -8696068 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -8696455.000000 Penalty: 5425.435547
	Iteration 17Q: 3 clusters Score -8696455 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -8696829.000000 Penalty: 5425.435547
	Iteration 18Q: 3 clusters Score -8696829 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -8697215.000000 Penalty: 5425.435547
	Iteration 19Q: 3 clusters Score -8697215 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8697546.000000 Penalty: 5425.435547
	Iteration 20F: 3 clusters Score -8697546 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -8697929.000000 Penalty: 5425.435547
	Iteration 21Q: 3 clusters Score -8697929 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8698324.000000 Penalty: 5425.435547
	Iteration 22Q: 3 clusters Score -8698324 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8698676.000000 Penalty: 5425.435547
	Iteration 23Q: 3 clusters Score -8698676 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -8699042.000000 Penalty: 5425.435547
	Iteration 24Q: 3 clusters Score -8699042 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -8699380.000000 Penalty: 5425.435547
	Iteration 25Q: 3 clusters Score -8699380 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8699702.000000 Penalty: 5425.435547
	Iteration 26Q: 3 clusters Score -8699702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -8699954.000000 Penalty: 5425.435547
	Iteration 27Q: 3 clusters Score -8699954 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -8700195.000000 Penalty: 5425.435547
	Iteration 28Q: 3 clusters Score -8700195 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -8700423.000000 Penalty: 5425.435547
	Iteration 29Q: 3 clusters Score -8700423 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -8700569.000000 Penalty: 5425.435547
	Iteration 30Q: 3 clusters Score -8700569 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -8700654.000000 Penalty: 5425.435547
	Iteration 31Q: 3 clusters Score -8700654 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -8700734.000000 Penalty: 5425.435547
	Iteration 32Q: 3 clusters Score -8700734 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -8700821.000000 Penalty: 5425.435547
	Iteration 33Q: 3 clusters Score -8700821 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -8700888.000000 Penalty: 5425.435547
	Iteration 34Q: 3 clusters Score -8700888 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -8700941.000000 Penalty: 5425.435547
	Iteration 35Q: 3 clusters Score -8700941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -8700970.000000 Penalty: 5425.435547
	Iteration 36Q: 3 clusters Score -8700970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -8700991.000000 Penalty: 5425.435547
	Iteration 37Q: 3 clusters Score -8700991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -8701023.000000 Penalty: 5425.435547
	Iteration 38Q: 3 clusters Score -8701023 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -8701041.000000 Penalty: 5425.435547
	Iteration 39Q: 3 clusters Score -8701041 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -8701064.000000 Penalty: 5425.435547
	Iteration 40F: 3 clusters Score -8701064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -8701062.000000 Penalty: 5425.435547
	Iteration 41Q: 3 clusters Score -8701062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -8701093.000000 Penalty: 5425.435547
	Iteration 42Q: 3 clusters Score -8701093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -8701119.000000 Penalty: 5425.435547
	Iteration 43Q: 3 clusters Score -8701119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -8701124.000000 Penalty: 5425.435547
	Iteration 44Q: 3 clusters Score -8701124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -8701126.000000 Penalty: 5425.435547
	Iteration 45Q: 3 clusters Score -8701126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -8701145.000000 Penalty: 5425.435547
	Iteration 46Q: 3 clusters Score -8701145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -8701144.000000 Penalty: 5425.435547
	Iteration 47Q: 3 clusters Score -8701144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -8701140.000000 Penalty: 5425.435547
	Iteration 48Q: 3 clusters Score -8701140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -8701151.000000 Penalty: 5425.435547
	Iteration 49Q: 3 clusters Score -8701151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -8701164.000000 Penalty: 5425.435547
	Iteration 50Q: 3 clusters Score -8701164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -8701164.000000 Penalty: 5425.435547
	Iteration 51Q: 3 clusters Score -8701164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -8701160.000000 Penalty: 5425.435547
	Iteration 52Q: 3 clusters Score -8701160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -8701164.000000 Penalty: 5425.435547
	Iteration 53Q: 3 clusters Score -8701164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -8701164.000000 Penalty: 5425.435547
	Iteration 54Q: 3 clusters Score -8701164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -8701159.000000 Penalty: 5425.435547
	Iteration 55Q: 3 clusters Score -8701159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -8701153.000000 Penalty: 5425.435547
	Iteration 56Q: 3 clusters Score -8701153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -8701164.000000 Penalty: 5425.435547
	Iteration 57Q: 3 clusters Score -8701164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -8701176.000000 Penalty: 5425.435547
	Iteration 58Q: 3 clusters Score -8701176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -8701184.000000 Penalty: 5425.435547
	Iteration 59Q: 3 clusters Score -8701184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -8701176.000000 Penalty: 5425.435547
	Iteration 60F: 3 clusters Score -8701176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -8701182.000000 Penalty: 5425.435547
	Iteration 61Q: 3 clusters Score -8701182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -8701178.000000 Penalty: 5425.435547
	Iteration 62Q: 3 clusters Score -8701178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -8701188.000000 Penalty: 5425.435547
	Iteration 63Q: 3 clusters Score -8701188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8701177.000000 Penalty: 5425.435547
	Iteration 64Q: 3 clusters Score -8701177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -8701189.000000 Penalty: 5425.435547
	Iteration 65Q: 3 clusters Score -8701189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -8701180.000000 Penalty: 5425.435547
	Iteration 66Q: 3 clusters Score -8701180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -8701181.000000 Penalty: 5425.435547
	Iteration 67Q: 3 clusters Score -8701181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -8701195.000000 Penalty: 5425.435547
	Iteration 68Q: 3 clusters Score -8701195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -8701192.000000 Penalty: 5425.435547
	Iteration 69Q: 3 clusters Score -8701192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -8701196.000000 Penalty: 5425.435547
	Iteration 70Q: 3 clusters Score -8701196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -8701201.000000 Penalty: 5425.435547
	Iteration 71Q: 3 clusters Score -8701201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -8701195.000000 Penalty: 5425.435547
	Iteration 72Q: 3 clusters Score -8701195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -8701189.000000 Penalty: 5425.435547
	Iteration 73Q: 3 clusters Score -8701189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -8701178.000000 Penalty: 5425.435547
	Iteration 74Q: 3 clusters Score -8701178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -8701195.000000 Penalty: 5425.435547
	Iteration 75Q: 3 clusters Score -8701195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -8701206.000000 Penalty: 5425.435547
	Iteration 76Q: 3 clusters Score -8701206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -8701198.000000 Penalty: 5425.435547
	Iteration 77Q: 3 clusters Score -8701198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -8701193.000000 Penalty: 5425.435547
	Iteration 78Q: 3 clusters Score -8701193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -8701198.000000 Penalty: 5425.435547
	Iteration 79Q: 3 clusters Score -8701198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -8701195.000000 Penalty: 5425.435547
	Iteration 80F: 3 clusters Score -8701195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -8701201.000000 Penalty: 5425.435547
	Iteration 81Q: 3 clusters Score -8701201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -8701207.000000 Penalty: 5425.435547
	Iteration 82Q: 3 clusters Score -8701207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -8701205.000000 Penalty: 5425.435547
	Iteration 83Q: 3 clusters Score -8701205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -8701201.000000 Penalty: 5425.435547
	Iteration 84Q: 3 clusters Score -8701201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -8701203.000000 Penalty: 5425.435547
	Iteration 85Q: 3 clusters Score -8701203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -8701191.000000 Penalty: 5425.435547
	Iteration 86Q: 3 clusters Score -8701191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -8701202.000000 Penalty: 5425.435547
	Iteration 87Q: 3 clusters Score -8701202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -8701197.000000 Penalty: 5425.435547
	Iteration 88Q: 3 clusters Score -8701197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -8701202.000000 Penalty: 5425.435547
	Iteration 89Q: 3 clusters Score -8701202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -8701192.000000 Penalty: 5425.435547
	Iteration 90Q: 3 clusters Score -8701192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -8701197.000000 Penalty: 5425.435547
	Iteration 91Q: 3 clusters Score -8701197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -8701200.000000 Penalty: 5425.435547
	Iteration 92Q: 3 clusters Score -8701200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -8701199.000000 Penalty: 5425.435547
	Iteration 93Q: 3 clusters Score -8701199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -8701200.000000 Penalty: 5425.435547
	Iteration 94Q: 3 clusters Score -8701200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -8701201.000000 Penalty: 5425.435547
	Iteration 95Q: 3 clusters Score -8701201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -8701202.000000 Penalty: 5425.435547
	Iteration 96Q: 3 clusters Score -8701202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -8701202.000000 Penalty: 5425.435547
	Iteration 97F: 3 clusters Score -8701202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1569505.000000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1569505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1561656.375000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1561656 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1564061.500000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1564062 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1564509.000000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1564509 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1564921.000000 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -1564921 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1565245.750000 Penalty: 4585.439941
	Iteration 4F: 3 clusters Score -1565246 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1565471.625000 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -1565472 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1565640.875000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -1565641 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1565833.500000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -1565834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1566021.375000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -1566021 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1566233.125000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1566233 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1566450.875000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1566451 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1566688.875000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1566689 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1566918.500000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1566918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1567128.875000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1567129 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1567325.750000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1567326 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1567489.500000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1567490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1567646.000000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1567646 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1567791.375000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1567791 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1567902.750000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1567903 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1568004.750000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1568005 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1568138.625000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1568139 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1568299.375000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1568299 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1568501.375000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1568501 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1568771.625000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1568772 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1569068.125000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1569068 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1569288.750000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1569289 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1569381.000000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -1569381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1569406.000000 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -1569406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1569413.500000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -1569414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1569415.125000 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -1569415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1569422.375000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -1569422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1569429.375000 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -1569429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1569432.000000 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -1569432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1569434.375000 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -1569434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1569433.875000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -1569434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1569439.500000 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -1569440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1569437.625000 Penalty: 4585.439941
	Iteration 36Q: 3 clusters Score -1569438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1569437.625000 Penalty: 4585.439941
	Iteration 37F: 3 clusters Score -1569438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Entering Unmasked Estep 
Score: -1516476.125000 Penalty: 2279.457520
	Iteration 0F: 2 clusters Score -1516476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1508916.625000 Penalty: 4558.915039
	Iteration 0F: 3 clusters Score -1508917 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1511082.125000 Penalty: 4558.915039
	Iteration 1F: 3 clusters Score -1511082 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1511366.375000 Penalty: 4558.915039
	Iteration 2F: 3 clusters Score -1511366 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1511581.250000 Penalty: 4558.915039
	Iteration 3Q: 3 clusters Score -1511581 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1511752.000000 Penalty: 4558.915039
	Iteration 4Q: 3 clusters Score -1511752 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1511920.375000 Penalty: 4558.915039
	Iteration 5Q: 3 clusters Score -1511920 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1512090.375000 Penalty: 4558.915039
	Iteration 6Q: 3 clusters Score -1512090 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1512268.375000 Penalty: 4558.915039
	Iteration 7Q: 3 clusters Score -1512268 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1512428.875000 Penalty: 4558.915039
	Iteration 8Q: 3 clusters Score -1512429 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1512573.250000 Penalty: 4558.915039
	Iteration 9Q: 3 clusters Score -1512573 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1512722.875000 Penalty: 4558.915039
	Iteration 10Q: 3 clusters Score -1512723 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1512869.000000 Penalty: 4558.915039
	Iteration 11Q: 3 clusters Score -1512869 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1513007.500000 Penalty: 4558.915039
	Iteration 12Q: 3 clusters Score -1513008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1513141.375000 Penalty: 4558.915039
	Iteration 13Q: 3 clusters Score -1513141 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1513292.125000 Penalty: 4558.915039
	Iteration 14Q: 3 clusters Score -1513292 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1513415.125000 Penalty: 4558.915039
	Iteration 15Q: 3 clusters Score -1513415 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1513519.000000 Penalty: 4558.915039
	Iteration 16Q: 3 clusters Score -1513519 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1513608.250000 Penalty: 4558.915039
	Iteration 17Q: 3 clusters Score -1513608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1513676.500000 Penalty: 4558.915039
	Iteration 18Q: 3 clusters Score -1513676 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1513754.125000 Penalty: 4558.915039
	Iteration 19Q: 3 clusters Score -1513754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1513822.375000 Penalty: 4558.915039
	Iteration 20F: 3 clusters Score -1513822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1513881.750000 Penalty: 4558.915039
	Iteration 21Q: 3 clusters Score -1513882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1513953.500000 Penalty: 4558.915039
	Iteration 22Q: 3 clusters Score -1513954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1514028.750000 Penalty: 4558.915039
	Iteration 23Q: 3 clusters Score -1514029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1514094.500000 Penalty: 4558.915039
	Iteration 24Q: 3 clusters Score -1514094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1514144.375000 Penalty: 4558.915039
	Iteration 25Q: 3 clusters Score -1514144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1514199.125000 Penalty: 4558.915039
	Iteration 26Q: 3 clusters Score -1514199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1514240.625000 Penalty: 4558.915039
	Iteration 27Q: 3 clusters Score -1514241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1514271.500000 Penalty: 4558.915039
	Iteration 28Q: 3 clusters Score -1514272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1514303.875000 Penalty: 4558.915039
	Iteration 29Q: 3 clusters Score -1514304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1514333.000000 Penalty: 4558.915039
	Iteration 30Q: 3 clusters Score -1514333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1514359.250000 Penalty: 4558.915039
	Iteration 31Q: 3 clusters Score -1514359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1514379.500000 Penalty: 4558.915039
	Iteration 32Q: 3 clusters Score -1514380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1514405.250000 Penalty: 4558.915039
	Iteration 33Q: 3 clusters Score -1514405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1514427.750000 Penalty: 4558.915039
	Iteration 34Q: 3 clusters Score -1514428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1514442.000000 Penalty: 4558.915039
	Iteration 35Q: 3 clusters Score -1514442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1514455.500000 Penalty: 4558.915039
	Iteration 36Q: 3 clusters Score -1514456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1514471.750000 Penalty: 4558.915039
	Iteration 37Q: 3 clusters Score -1514472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1514485.875000 Penalty: 4558.915039
	Iteration 38Q: 3 clusters Score -1514486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1514505.250000 Penalty: 4558.915039
	Iteration 39Q: 3 clusters Score -1514505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1514518.125000 Penalty: 4558.915039
	Iteration 40F: 3 clusters Score -1514518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1514526.375000 Penalty: 4558.915039
	Iteration 41Q: 3 clusters Score -1514526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1514531.375000 Penalty: 4558.915039
	Iteration 42Q: 3 clusters Score -1514531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1514531.375000 Penalty: 4558.915039
	Iteration 43Q: 3 clusters Score -1514531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1514532.875000 Penalty: 4558.915039
	Iteration 44Q: 3 clusters Score -1514533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1514533.625000 Penalty: 4558.915039
	Iteration 45Q: 3 clusters Score -1514534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1514533.625000 Penalty: 4558.915039
	Iteration 46F: 3 clusters Score -1514534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -106987.421875 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -106987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105200.773438 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -105200.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105561.429688 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -105561.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105848.125000 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -105848.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106068.820312 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -106068.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106292.695312 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -106292.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106494.062500 Penalty: 3380.557373
	Iteration 5F: 3 clusters Score -106494.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -106589.085938 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -106589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106647.750000 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -106647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106675.507812 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -106675.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106694.398438 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -106694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106706.437500 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -106706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106710.507812 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -106710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106712.687500 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -106712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106713.921875 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -106713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106713.921875 Penalty: 3380.557373
	Iteration 14F: 3 clusters Score -106713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Entering Unmasked Estep 
Score: -1877572.000000 Penalty: 2332.195312
	Iteration 0F: 2 clusters Score -1877572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1868518.875000 Penalty: 4664.390625
	Iteration 0F: 3 clusters Score -1868519 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1871304.375000 Penalty: 4664.390625
	Iteration 1F: 3 clusters Score -1871304 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1871616.875000 Penalty: 4664.390625
	Iteration 2F: 3 clusters Score -1871617 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1871846.750000 Penalty: 4664.390625
	Iteration 3Q: 3 clusters Score -1871847 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1872061.250000 Penalty: 4664.390625
	Iteration 4Q: 3 clusters Score -1872061 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1872263.500000 Penalty: 4664.390625
	Iteration 5Q: 3 clusters Score -1872264 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1872454.125000 Penalty: 4664.390625
	Iteration 6Q: 3 clusters Score -1872454 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1872648.375000 Penalty: 4664.390625
	Iteration 7Q: 3 clusters Score -1872648 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1872873.375000 Penalty: 4664.390625
	Iteration 8Q: 3 clusters Score -1872873 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1873111.000000 Penalty: 4664.390625
	Iteration 9Q: 3 clusters Score -1873111 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1873358.000000 Penalty: 4664.390625
	Iteration 10Q: 3 clusters Score -1873358 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1873598.875000 Penalty: 4664.390625
	Iteration 11Q: 3 clusters Score -1873599 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1873785.250000 Penalty: 4664.390625
	Iteration 12Q: 3 clusters Score -1873785 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1873965.750000 Penalty: 4664.390625
	Iteration 13Q: 3 clusters Score -1873966 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1874144.625000 Penalty: 4664.390625
	Iteration 14Q: 3 clusters Score -1874145 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1874309.625000 Penalty: 4664.390625
	Iteration 15Q: 3 clusters Score -1874310 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1874458.500000 Penalty: 4664.390625
	Iteration 16Q: 3 clusters Score -1874458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1874600.375000 Penalty: 4664.390625
	Iteration 17Q: 3 clusters Score -1874600 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1874710.750000 Penalty: 4664.390625
	Iteration 18Q: 3 clusters Score -1874711 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1874785.250000 Penalty: 4664.390625
	Iteration 19Q: 3 clusters Score -1874785 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1874848.500000 Penalty: 4664.390625
	Iteration 20F: 3 clusters Score -1874848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1874906.250000 Penalty: 4664.390625
	Iteration 21Q: 3 clusters Score -1874906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1874941.875000 Penalty: 4664.390625
	Iteration 22Q: 3 clusters Score -1874942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1874964.125000 Penalty: 4664.390625
	Iteration 23Q: 3 clusters Score -1874964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1874976.500000 Penalty: 4664.390625
	Iteration 24Q: 3 clusters Score -1874976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1874998.250000 Penalty: 4664.390625
	Iteration 25Q: 3 clusters Score -1874998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1875010.500000 Penalty: 4664.390625
	Iteration 26Q: 3 clusters Score -1875010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1875030.125000 Penalty: 4664.390625
	Iteration 27Q: 3 clusters Score -1875030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1875051.125000 Penalty: 4664.390625
	Iteration 28Q: 3 clusters Score -1875051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1875062.375000 Penalty: 4664.390625
	Iteration 29Q: 3 clusters Score -1875062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1875079.875000 Penalty: 4664.390625
	Iteration 30Q: 3 clusters Score -1875080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1875095.500000 Penalty: 4664.390625
	Iteration 31Q: 3 clusters Score -1875096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1875116.125000 Penalty: 4664.390625
	Iteration 32Q: 3 clusters Score -1875116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1875132.125000 Penalty: 4664.390625
	Iteration 33Q: 3 clusters Score -1875132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1875150.750000 Penalty: 4664.390625
	Iteration 34Q: 3 clusters Score -1875151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1875149.625000 Penalty: 4664.390625
	Iteration 35Q: 3 clusters Score -1875150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1875162.250000 Penalty: 4664.390625
	Iteration 36Q: 3 clusters Score -1875162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1875166.875000 Penalty: 4664.390625
	Iteration 37Q: 3 clusters Score -1875167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1875169.125000 Penalty: 4664.390625
	Iteration 38Q: 3 clusters Score -1875169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1875171.750000 Penalty: 4664.390625
	Iteration 39Q: 3 clusters Score -1875172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1875174.625000 Penalty: 4664.390625
	Iteration 40F: 3 clusters Score -1875175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1875182.625000 Penalty: 4664.390625
	Iteration 41Q: 3 clusters Score -1875183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1875187.375000 Penalty: 4664.390625
	Iteration 42Q: 3 clusters Score -1875187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1875193.500000 Penalty: 4664.390625
	Iteration 43Q: 3 clusters Score -1875194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1875200.000000 Penalty: 4664.390625
	Iteration 44Q: 3 clusters Score -1875200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1875210.250000 Penalty: 4664.390625
	Iteration 45Q: 3 clusters Score -1875210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1875228.500000 Penalty: 4664.390625
	Iteration 46Q: 3 clusters Score -1875228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1875234.625000 Penalty: 4664.390625
	Iteration 47Q: 3 clusters Score -1875235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1875245.750000 Penalty: 4664.390625
	Iteration 48Q: 3 clusters Score -1875246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1875255.750000 Penalty: 4664.390625
	Iteration 49Q: 3 clusters Score -1875256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1875262.125000 Penalty: 4664.390625
	Iteration 50Q: 3 clusters Score -1875262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1875268.750000 Penalty: 4664.390625
	Iteration 51Q: 3 clusters Score -1875269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1875280.875000 Penalty: 4664.390625
	Iteration 52Q: 3 clusters Score -1875281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1875289.125000 Penalty: 4664.390625
	Iteration 53Q: 3 clusters Score -1875289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1875299.125000 Penalty: 4664.390625
	Iteration 54Q: 3 clusters Score -1875299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1875304.250000 Penalty: 4664.390625
	Iteration 55Q: 3 clusters Score -1875304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1875318.750000 Penalty: 4664.390625
	Iteration 56Q: 3 clusters Score -1875319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1875340.000000 Penalty: 4664.390625
	Iteration 57Q: 3 clusters Score -1875340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1875360.125000 Penalty: 4664.390625
	Iteration 58Q: 3 clusters Score -1875360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1875371.875000 Penalty: 4664.390625
	Iteration 59Q: 3 clusters Score -1875372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1875389.750000 Penalty: 4664.390625
	Iteration 60F: 3 clusters Score -1875390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1875414.250000 Penalty: 4664.390625
	Iteration 61Q: 3 clusters Score -1875414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1875436.375000 Penalty: 4664.390625
	Iteration 62Q: 3 clusters Score -1875436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1875456.625000 Penalty: 4664.390625
	Iteration 63Q: 3 clusters Score -1875457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1875492.500000 Penalty: 4664.390625
	Iteration 64Q: 3 clusters Score -1875492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1875518.250000 Penalty: 4664.390625
	Iteration 65Q: 3 clusters Score -1875518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1875540.500000 Penalty: 4664.390625
	Iteration 66Q: 3 clusters Score -1875540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1875573.750000 Penalty: 4664.390625
	Iteration 67Q: 3 clusters Score -1875574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1875605.125000 Penalty: 4664.390625
	Iteration 68Q: 3 clusters Score -1875605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1875638.375000 Penalty: 4664.390625
	Iteration 69Q: 3 clusters Score -1875638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1875674.125000 Penalty: 4664.390625
	Iteration 70Q: 3 clusters Score -1875674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1875702.875000 Penalty: 4664.390625
	Iteration 71Q: 3 clusters Score -1875703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1875728.750000 Penalty: 4664.390625
	Iteration 72Q: 3 clusters Score -1875729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1875753.250000 Penalty: 4664.390625
	Iteration 73Q: 3 clusters Score -1875753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1875768.500000 Penalty: 4664.390625
	Iteration 74Q: 3 clusters Score -1875768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1875782.000000 Penalty: 4664.390625
	Iteration 75Q: 3 clusters Score -1875782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1875793.375000 Penalty: 4664.390625
	Iteration 76Q: 3 clusters Score -1875793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1875806.000000 Penalty: 4664.390625
	Iteration 77Q: 3 clusters Score -1875806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1875814.750000 Penalty: 4664.390625
	Iteration 78Q: 3 clusters Score -1875815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1875821.250000 Penalty: 4664.390625
	Iteration 79Q: 3 clusters Score -1875821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1875834.125000 Penalty: 4664.390625
	Iteration 80F: 3 clusters Score -1875834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1875838.250000 Penalty: 4664.390625
	Iteration 81Q: 3 clusters Score -1875838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1875838.125000 Penalty: 4664.390625
	Iteration 82Q: 3 clusters Score -1875838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1875844.750000 Penalty: 4664.390625
	Iteration 83Q: 3 clusters Score -1875845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1875847.125000 Penalty: 4664.390625
	Iteration 84Q: 3 clusters Score -1875847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1875844.875000 Penalty: 4664.390625
	Iteration 85Q: 3 clusters Score -1875845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1875849.125000 Penalty: 4664.390625
	Iteration 86Q: 3 clusters Score -1875849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1875853.000000 Penalty: 4664.390625
	Iteration 87Q: 3 clusters Score -1875853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1875856.875000 Penalty: 4664.390625
	Iteration 88Q: 3 clusters Score -1875857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1875861.000000 Penalty: 4664.390625
	Iteration 89Q: 3 clusters Score -1875861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1875860.625000 Penalty: 4664.390625
	Iteration 90Q: 3 clusters Score -1875861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1875862.125000 Penalty: 4664.390625
	Iteration 91Q: 3 clusters Score -1875862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1875863.250000 Penalty: 4664.390625
	Iteration 92Q: 3 clusters Score -1875863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1875863.000000 Penalty: 4664.390625
	Iteration 93Q: 3 clusters Score -1875863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1875863.000000 Penalty: 4664.390625
	Iteration 94F: 3 clusters Score -1875863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -775303.625000 Penalty: 2127.461914
	Iteration 0F: 2 clusters Score -775303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -770649.875000 Penalty: 4254.923828
	Iteration 0F: 3 clusters Score -770649.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -771850.187500 Penalty: 4254.923828
	Iteration 1F: 3 clusters Score -771850.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -772190.812500 Penalty: 4254.923828
	Iteration 2F: 3 clusters Score -772190.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -772457.250000 Penalty: 4254.923828
	Iteration 3F: 3 clusters Score -772457.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -772715.625000 Penalty: 4254.923828
	Iteration 4F: 3 clusters Score -772715.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -772981.187500 Penalty: 4254.923828
	Iteration 5F: 3 clusters Score -772981.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -773171.937500 Penalty: 4254.923828
	Iteration 6F: 3 clusters Score -773171.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -773332.625000 Penalty: 4254.923828
	Iteration 7Q: 3 clusters Score -773332.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -773457.812500 Penalty: 4254.923828
	Iteration 8Q: 3 clusters Score -773457.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -773561.000000 Penalty: 4254.923828
	Iteration 9Q: 3 clusters Score -773561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -773671.312500 Penalty: 4254.923828
	Iteration 10Q: 3 clusters Score -773671.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -773757.875000 Penalty: 4254.923828
	Iteration 11Q: 3 clusters Score -773757.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -773816.875000 Penalty: 4254.923828
	Iteration 12Q: 3 clusters Score -773816.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -773844.250000 Penalty: 4254.923828
	Iteration 13Q: 3 clusters Score -773844.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -773868.625000 Penalty: 4254.923828
	Iteration 14Q: 3 clusters Score -773868.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -773889.000000 Penalty: 4254.923828
	Iteration 15Q: 3 clusters Score -773889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -773904.562500 Penalty: 4254.923828
	Iteration 16Q: 3 clusters Score -773904.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -773917.687500 Penalty: 4254.923828
	Iteration 17Q: 3 clusters Score -773917.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -773938.562500 Penalty: 4254.923828
	Iteration 18Q: 3 clusters Score -773938.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -773955.437500 Penalty: 4254.923828
	Iteration 19Q: 3 clusters Score -773955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -773966.312500 Penalty: 4254.923828
	Iteration 20F: 3 clusters Score -773966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -773978.250000 Penalty: 4254.923828
	Iteration 21Q: 3 clusters Score -773978.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -773986.187500 Penalty: 4254.923828
	Iteration 22Q: 3 clusters Score -773986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -773989.812500 Penalty: 4254.923828
	Iteration 23Q: 3 clusters Score -773989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -773990.250000 Penalty: 4254.923828
	Iteration 24Q: 3 clusters Score -773990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -773993.187500 Penalty: 4254.923828
	Iteration 25Q: 3 clusters Score -773993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -773996.375000 Penalty: 4254.923828
	Iteration 26Q: 3 clusters Score -773996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -773998.500000 Penalty: 4254.923828
	Iteration 27Q: 3 clusters Score -773998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -773996.875000 Penalty: 4254.923828
	Iteration 28Q: 3 clusters Score -773996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -773998.062500 Penalty: 4254.923828
	Iteration 29Q: 3 clusters Score -773998.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -773998.062500 Penalty: 4254.923828
	Iteration 30F: 3 clusters Score -773998.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -311882.937500 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -311882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -309232.562500 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -309232.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -309740.343750 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -309740.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -309873.187500 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -309873.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -309950.343750 Penalty: 3789.739502
	Iteration 3Q: 3 clusters Score -309950.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -310003.906250 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -310003.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -310056.468750 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -310056.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -310113.031250 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -310113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -310166.093750 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -310166.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -310208.562500 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -310208.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -310252.750000 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -310252.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -310301.375000 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -310301.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -310345.250000 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -310345.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -310370.781250 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -310370.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -310393.968750 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -310394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -310413.875000 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -310413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -310432.718750 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -310432.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -310449.562500 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -310449.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -310465.593750 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -310465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -310483.468750 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -310483.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -310499.281250 Penalty: 3789.739502
	Iteration 19Q: 3 clusters Score -310499.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -310518.437500 Penalty: 3789.739502
	Iteration 20F: 3 clusters Score -310518.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -310532.781250 Penalty: 3789.739502
	Iteration 21Q: 3 clusters Score -310532.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -310541.312500 Penalty: 3789.739502
	Iteration 22Q: 3 clusters Score -310541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -310547.531250 Penalty: 3789.739502
	Iteration 23Q: 3 clusters Score -310547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -310552.156250 Penalty: 3789.739502
	Iteration 24Q: 3 clusters Score -310552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -310555.906250 Penalty: 3789.739502
	Iteration 25Q: 3 clusters Score -310555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -310558.937500 Penalty: 3789.739502
	Iteration 26Q: 3 clusters Score -310558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -310562.562500 Penalty: 3789.739502
	Iteration 27Q: 3 clusters Score -310562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -310565.687500 Penalty: 3789.739502
	Iteration 28Q: 3 clusters Score -310565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -310567.593750 Penalty: 3789.739502
	Iteration 29Q: 3 clusters Score -310567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -310569.093750 Penalty: 3789.739502
	Iteration 30Q: 3 clusters Score -310569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -310572.093750 Penalty: 3789.739502
	Iteration 31Q: 3 clusters Score -310572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -310577.312500 Penalty: 3789.739502
	Iteration 32Q: 3 clusters Score -310577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -310579.625000 Penalty: 3789.739502
	Iteration 33Q: 3 clusters Score -310579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -310580.187500 Penalty: 3789.739502
	Iteration 34Q: 3 clusters Score -310580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -310580.125000 Penalty: 3789.739502
	Iteration 35Q: 3 clusters Score -310580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -310580.125000 Penalty: 3789.739502
	Iteration 36F: 3 clusters Score -310580.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -365129.187500 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -365129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -362201.500000 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -362201.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -362907.687500 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -362907.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -363288.750000 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -363288.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -363758.312500 Penalty: 3883.891113
	Iteration 3F: 3 clusters Score -363758.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -364086.312500 Penalty: 3883.891113
	Iteration 4F: 3 clusters Score -364086.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -364329.906250 Penalty: 3883.891113
	Iteration 5F: 3 clusters Score -364329.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -364488.250000 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -364488.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -364576.156250 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -364576.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -364636.500000 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -364636.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -364676.625000 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -364676.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364704.625000 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -364704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364718.593750 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -364718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -364724.093750 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -364724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -364726.031250 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -364726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -364728.593750 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -364728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -364729.937500 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -364729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -364731.968750 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -364732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -364731.968750 Penalty: 3883.891113
	Iteration 17F: 3 clusters Score -364732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -34283.320312 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -34283.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33236.781250 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -33236.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33518.832031 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -33518.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33683.988281 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -33683.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33805.636719 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -33805.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33867.773438 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -33867.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33888.261719 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -33888.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33908.144531 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -33908.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33915.175781 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -33915.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33920.257812 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -33920.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33921.800781 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -33921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33921.800781 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -33921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -60441.632812 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -60441.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59052.218750 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -59052.22 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59256.660156 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -59256.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59356.917969 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -59356.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59385.671875 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -59385.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59408.632812 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -59408.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59417.546875 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -59417.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59433.007812 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -59433.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59433.007812 Penalty: 3047.516113
	Iteration 7F: 3 clusters Score -59433.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -340552.687500 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -340552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -337796.281250 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -337796.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -338299.218750 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -338299.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -338466.281250 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -338466.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -338588.781250 Penalty: 3835.037598
	Iteration 3F: 3 clusters Score -338588.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -338676.812500 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -338676.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -338744.937500 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -338744.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -338795.187500 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -338795.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -338835.531250 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -338835.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -338871.375000 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -338871.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -338903.656250 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -338903.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -338937.187500 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -338937.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -338982.906250 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -338982.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -339023.562500 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -339023.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -339068.906250 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -339068.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -339103.062500 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -339103.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -339146.562500 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -339146.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -339189.531250 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -339189.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -339227.281250 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -339227.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -339276.468750 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -339276.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -339361.687500 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -339361.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -339447.593750 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -339447.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339542.593750 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -339542.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -339614.750000 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -339614.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -339653.062500 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -339653.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -339673.437500 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -339673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339692.812500 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -339692.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -339705.906250 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -339705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -339712.000000 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -339712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -339718.343750 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -339718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -339719.531250 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -339719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339720.000000 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -339720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339720.000000 Penalty: 3835.037598
	Iteration 31F: 3 clusters Score -339720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -236765.140625 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -236765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -234378.421875 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -234378.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234992.937500 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -234992.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -235287.562500 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -235287.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -235472.796875 Penalty: 3686.511963
	Iteration 3F: 3 clusters Score -235472.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -235657.046875 Penalty: 3686.511963
	Iteration 4F: 3 clusters Score -235657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -235792.156250 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -235792.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -235888.328125 Penalty: 3686.511963
	Iteration 6Q: 3 clusters Score -235888.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -235954.265625 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -235954.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -235991.109375 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -235991.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236019.234375 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -236019.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236063.421875 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -236063.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -236082.796875 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -236082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -236097.281250 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -236097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236108.328125 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -236108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -236115.500000 Penalty: 3686.511963
	Iteration 14Q: 3 clusters Score -236115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -236118.312500 Penalty: 3686.511963
	Iteration 15Q: 3 clusters Score -236118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -236120.921875 Penalty: 3686.511963
	Iteration 16Q: 3 clusters Score -236120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -236122.671875 Penalty: 3686.511963
	Iteration 17Q: 3 clusters Score -236122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236124.953125 Penalty: 3686.511963
	Iteration 18Q: 3 clusters Score -236125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -236134.218750 Penalty: 3686.511963
	Iteration 19Q: 3 clusters Score -236134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -236157.343750 Penalty: 3686.511963
	Iteration 20F: 3 clusters Score -236157.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -236190.250000 Penalty: 3686.511963
	Iteration 21Q: 3 clusters Score -236190.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236217.531250 Penalty: 3686.511963
	Iteration 22Q: 3 clusters Score -236217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236228.250000 Penalty: 3686.511963
	Iteration 23Q: 3 clusters Score -236228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236233.000000 Penalty: 3686.511963
	Iteration 24Q: 3 clusters Score -236233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236241.218750 Penalty: 3686.511963
	Iteration 25Q: 3 clusters Score -236241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236246.687500 Penalty: 3686.511963
	Iteration 26Q: 3 clusters Score -236246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236252.468750 Penalty: 3686.511963
	Iteration 27Q: 3 clusters Score -236252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236254.875000 Penalty: 3686.511963
	Iteration 28Q: 3 clusters Score -236254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236256.671875 Penalty: 3686.511963
	Iteration 29Q: 3 clusters Score -236256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236258.437500 Penalty: 3686.511963
	Iteration 30Q: 3 clusters Score -236258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236258.734375 Penalty: 3686.511963
	Iteration 31Q: 3 clusters Score -236258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236260.656250 Penalty: 3686.511963
	Iteration 32Q: 3 clusters Score -236260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236262.937500 Penalty: 3686.511963
	Iteration 33Q: 3 clusters Score -236262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236266.031250 Penalty: 3686.511963
	Iteration 34Q: 3 clusters Score -236266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236268.640625 Penalty: 3686.511963
	Iteration 35Q: 3 clusters Score -236268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236272.062500 Penalty: 3686.511963
	Iteration 36Q: 3 clusters Score -236272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -236273.437500 Penalty: 3686.511963
	Iteration 37Q: 3 clusters Score -236273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -236273.687500 Penalty: 3686.511963
	Iteration 38Q: 3 clusters Score -236273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -236273.687500 Penalty: 3686.511963
	Iteration 39F: 3 clusters Score -236273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (184711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Entering Unmasked Estep 
Score: -28204034.000000 Penalty: 3007.383789
	Iteration 0F: 2 clusters Score -2.820403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -28087752.000000 Penalty: 6014.767578
	Iteration 0F: 3 clusters Score -2.808775e+07 nChanged 88814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -28138952.000000 Penalty: 6014.767578
	Iteration 1F: 3 clusters Score -2.813895e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 96679 members 
Entering Unmasked Estep 
Score: -28139708.000000 Penalty: 6014.767578
	Iteration 2Q: 3 clusters Score -2.813971e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -28140756.000000 Penalty: 6014.767578
	Iteration 3Q: 3 clusters Score -2.814076e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -28142158.000000 Penalty: 6014.767578
	Iteration 4Q: 3 clusters Score -2.814216e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -28144346.000000 Penalty: 6014.767578
	Iteration 5Q: 3 clusters Score -2.814435e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -28149158.000000 Penalty: 6014.767578
	Iteration 6F: 3 clusters Score -2.814916e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 130938 members 
Entering Unmasked Estep 
Score: -28157708.000000 Penalty: 6014.767578
	Iteration 7F: 3 clusters Score -2.815771e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -28170980.000000 Penalty: 6014.767578
	Iteration 8F: 3 clusters Score -2.817098e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 164120 members 
Entering Unmasked Estep 
Score: -28185972.000000 Penalty: 6014.767578
	Iteration 9F: 3 clusters Score -2.818597e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -28196274.000000 Penalty: 6014.767578
	Iteration 10F: 3 clusters Score -2.819627e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 182548 members 
Entering Unmasked Estep 
Score: -28199978.000000 Penalty: 6014.767578
	Iteration 11Q: 3 clusters Score -2.819998e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -28200914.000000 Penalty: 6014.767578
	Iteration 12Q: 3 clusters Score -2.820091e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 184445 members 
Entering Unmasked Estep 
Score: -28201212.000000 Penalty: 6014.767578
	Iteration 13Q: 3 clusters Score -2.820121e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184512 members 
Entering Unmasked Estep 
Score: -28201338.000000 Penalty: 6014.767578
	Iteration 14Q: 3 clusters Score -2.820134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184532 members 
Entering Unmasked Estep 
Score: -28201372.000000 Penalty: 6014.767578
	Iteration 15Q: 3 clusters Score -2.820137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -28201384.000000 Penalty: 6014.767578
	Iteration 16Q: 3 clusters Score -2.820138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184543 members 
Entering Unmasked Estep 
Score: -28201402.000000 Penalty: 6014.767578
	Iteration 17Q: 3 clusters Score -2.82014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184544 members 
Entering Unmasked Estep 
Score: -28201396.000000 Penalty: 6014.767578
	Iteration 18Q: 3 clusters Score -2.82014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184545 members 
Entering Unmasked Estep 
Score: -28201416.000000 Penalty: 6014.767578
	Iteration 19Q: 3 clusters Score -2.820142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184545 members 
Entering Unmasked Estep 
Score: -28201416.000000 Penalty: 6014.767578
	Iteration 20F: 3 clusters Score -2.820142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Entering Unmasked Estep 
Score: -4330911.500000 Penalty: 2545.927490
	Iteration 0F: 2 clusters Score -4330912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -4311185.500000 Penalty: 5091.854980
	Iteration 0F: 3 clusters Score -4311186 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4318028.000000 Penalty: 5091.854980
	Iteration 1F: 3 clusters Score -4318028 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4318380.500000 Penalty: 5091.854980
	Iteration 2Q: 3 clusters Score -4318380 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4318704.500000 Penalty: 5091.854980
	Iteration 3Q: 3 clusters Score -4318704 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4318996.500000 Penalty: 5091.854980
	Iteration 4Q: 3 clusters Score -4318996 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4319333.000000 Penalty: 5091.854980
	Iteration 5Q: 3 clusters Score -4319333 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4319737.000000 Penalty: 5091.854980
	Iteration 6Q: 3 clusters Score -4319737 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4320283.000000 Penalty: 5091.854980
	Iteration 7Q: 3 clusters Score -4320283 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4321048.500000 Penalty: 5091.854980
	Iteration 8Q: 3 clusters Score -4321048 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4322065.000000 Penalty: 5091.854980
	Iteration 9F: 3 clusters Score -4322065 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -4323366.000000 Penalty: 5091.854980
	Iteration 10F: 3 clusters Score -4323366 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4324744.000000 Penalty: 5091.854980
	Iteration 11F: 3 clusters Score -4324744 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4326074.000000 Penalty: 5091.854980
	Iteration 12F: 3 clusters Score -4326074 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -4327147.500000 Penalty: 5091.854980
	Iteration 13Q: 3 clusters Score -4327148 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4327842.500000 Penalty: 5091.854980
	Iteration 14Q: 3 clusters Score -4327842 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4328212.000000 Penalty: 5091.854980
	Iteration 15Q: 3 clusters Score -4328212 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4328405.500000 Penalty: 5091.854980
	Iteration 16Q: 3 clusters Score -4328406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4328520.500000 Penalty: 5091.854980
	Iteration 17Q: 3 clusters Score -4328520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4328574.500000 Penalty: 5091.854980
	Iteration 18Q: 3 clusters Score -4328574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4328624.000000 Penalty: 5091.854980
	Iteration 19Q: 3 clusters Score -4328624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4328646.500000 Penalty: 5091.854980
	Iteration 20F: 3 clusters Score -4328646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -4328663.500000 Penalty: 5091.854980
	Iteration 21Q: 3 clusters Score -4328664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4328667.000000 Penalty: 5091.854980
	Iteration 22Q: 3 clusters Score -4328667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4328679.500000 Penalty: 5091.854980
	Iteration 23Q: 3 clusters Score -4328680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -4328692.500000 Penalty: 5091.854980
	Iteration 24Q: 3 clusters Score -4328692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4328695.000000 Penalty: 5091.854980
	Iteration 25Q: 3 clusters Score -4328695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4328697.000000 Penalty: 5091.854980
	Iteration 26Q: 3 clusters Score -4328697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4328699.000000 Penalty: 5091.854980
	Iteration 27Q: 3 clusters Score -4328699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4328699.000000 Penalty: 5091.854980
	Iteration 28F: 3 clusters Score -4328699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -321285.687500 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -321285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -318539.531250 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -318539.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -319076.531250 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -319076.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -319212.812500 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -319212.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -319324.500000 Penalty: 3822.256836
	Iteration 3Q: 3 clusters Score -319324.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -319386.125000 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -319386.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -319436.875000 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -319436.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -319473.531250 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -319473.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -319498.718750 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -319498.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -319523.125000 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -319523.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319549.250000 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -319549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -319571.343750 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -319571.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -319594.343750 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -319594.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -319621.062500 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -319621.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -319647.562500 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -319647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -319670.375000 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -319670.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -319687.906250 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -319687.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -319709.781250 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -319709.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -319738.312500 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -319738.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -319779.812500 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -319779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -319817.468750 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -319817.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -319850.250000 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -319850.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -319868.406250 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -319868.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -319887.375000 Penalty: 3822.256836
	Iteration 22Q: 3 clusters Score -319887.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -319905.906250 Penalty: 3822.256836
	Iteration 23Q: 3 clusters Score -319905.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -319921.250000 Penalty: 3822.256836
	Iteration 24Q: 3 clusters Score -319921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -319939.187500 Penalty: 3822.256836
	Iteration 25Q: 3 clusters Score -319939.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -319963.843750 Penalty: 3822.256836
	Iteration 26Q: 3 clusters Score -319963.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -319979.656250 Penalty: 3822.256836
	Iteration 27Q: 3 clusters Score -319979.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -319988.062500 Penalty: 3822.256836
	Iteration 28Q: 3 clusters Score -319988.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -320005.468750 Penalty: 3822.256836
	Iteration 29Q: 3 clusters Score -320005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -320025.406250 Penalty: 3822.256836
	Iteration 30Q: 3 clusters Score -320025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -320053.000000 Penalty: 3822.256836
	Iteration 31Q: 3 clusters Score -320053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -320074.187500 Penalty: 3822.256836
	Iteration 32Q: 3 clusters Score -320074.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -320092.187500 Penalty: 3822.256836
	Iteration 33Q: 3 clusters Score -320092.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -320106.281250 Penalty: 3822.256836
	Iteration 34Q: 3 clusters Score -320106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -320119.531250 Penalty: 3822.256836
	Iteration 35Q: 3 clusters Score -320119.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -320132.750000 Penalty: 3822.256836
	Iteration 36Q: 3 clusters Score -320132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -320144.593750 Penalty: 3822.256836
	Iteration 37Q: 3 clusters Score -320144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -320153.250000 Penalty: 3822.256836
	Iteration 38Q: 3 clusters Score -320153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -320157.406250 Penalty: 3822.256836
	Iteration 39Q: 3 clusters Score -320157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -320161.406250 Penalty: 3822.256836
	Iteration 40F: 3 clusters Score -320161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -320165.968750 Penalty: 3822.256836
	Iteration 41Q: 3 clusters Score -320166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -320172.843750 Penalty: 3822.256836
	Iteration 42Q: 3 clusters Score -320172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -320182.531250 Penalty: 3822.256836
	Iteration 43Q: 3 clusters Score -320182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -320189.281250 Penalty: 3822.256836
	Iteration 44Q: 3 clusters Score -320189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -320194.000000 Penalty: 3822.256836
	Iteration 45Q: 3 clusters Score -320194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -320199.312500 Penalty: 3822.256836
	Iteration 46Q: 3 clusters Score -320199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -320207.625000 Penalty: 3822.256836
	Iteration 47Q: 3 clusters Score -320207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -320213.625000 Penalty: 3822.256836
	Iteration 48Q: 3 clusters Score -320213.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -320219.156250 Penalty: 3822.256836
	Iteration 49Q: 3 clusters Score -320219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -320225.375000 Penalty: 3822.256836
	Iteration 50Q: 3 clusters Score -320225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -320230.218750 Penalty: 3822.256836
	Iteration 51Q: 3 clusters Score -320230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -320236.812500 Penalty: 3822.256836
	Iteration 52Q: 3 clusters Score -320236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -320240.875000 Penalty: 3822.256836
	Iteration 53Q: 3 clusters Score -320240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -320242.500000 Penalty: 3822.256836
	Iteration 54Q: 3 clusters Score -320242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -320242.718750 Penalty: 3822.256836
	Iteration 55Q: 3 clusters Score -320242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -320243.656250 Penalty: 3822.256836
	Iteration 56Q: 3 clusters Score -320243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -320244.000000 Penalty: 3822.256836
	Iteration 57Q: 3 clusters Score -320244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -320244.625000 Penalty: 3822.256836
	Iteration 58Q: 3 clusters Score -320244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -320245.281250 Penalty: 3822.256836
	Iteration 59Q: 3 clusters Score -320245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -320246.125000 Penalty: 3822.256836
	Iteration 60F: 3 clusters Score -320246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -58883.789062 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -58883.79 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 238 members 
Entering Unmasked Estep 
Score: -57478.140625 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -57478.14 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57687.753906 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -57687.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57758.589844 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -57758.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57815.718750 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -57815.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57888.535156 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -57888.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58031.351562 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -58031.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58694.769531 Penalty: 3027.977295
	Iteration 6F: 3 clusters Score -58694.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58835.539062 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -58835.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58915.484375 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -58915.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58936.824219 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -58936.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58951.343750 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -58951.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58973.480469 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -58973.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58979.828125 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -58979.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58988.265625 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -58988.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58988.265625 Penalty: 3027.977295
	Iteration 14F: 3 clusters Score -58988.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 90 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 358 members 
Entering Unmasked Estep 
Score: -70316120.000000 Penalty: 136058.015625
Splitting cluster 29 changes total score from -70317704.000000 to -70316120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -5500738.000000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -5500738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5476093.000000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -5476093 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -5485233.000000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -5485233 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5486001.000000 Penalty: 5205.720703
	Iteration 2Q: 3 clusters Score -5486001 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5486850.000000 Penalty: 5205.720703
	Iteration 3F: 3 clusters Score -5486850 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5487938.500000 Penalty: 5205.720703
	Iteration 4F: 3 clusters Score -5487938 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5489357.000000 Penalty: 5205.720703
	Iteration 5F: 3 clusters Score -5489357 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -5490958.500000 Penalty: 5205.720703
	Iteration 6F: 3 clusters Score -5490958 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5492455.500000 Penalty: 5205.720703
	Iteration 7F: 3 clusters Score -5492456 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -5493809.500000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -5493810 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5494995.000000 Penalty: 5205.720703
	Iteration 9Q: 3 clusters Score -5494995 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5495943.000000 Penalty: 5205.720703
	Iteration 10Q: 3 clusters Score -5495943 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5496658.500000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -5496658 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5497130.000000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -5497130 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5497452.000000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -5497452 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5497722.500000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -5497722 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5497926.500000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -5497926 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5498034.500000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -5498034 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5498154.500000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -5498154 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5498269.500000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -5498270 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5498354.000000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -5498354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5498436.500000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -5498436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5498521.000000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -5498521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5498610.500000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -5498610 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5498715.000000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -5498715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5498805.000000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -5498805 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5498863.500000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -5498864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5498914.000000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -5498914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5498944.000000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -5498944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5498970.500000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -5498970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5498975.000000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -5498975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5498988.500000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -5498988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5498993.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -5498993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5498993.000000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -5498993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5498993.500000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -5498994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5498993.000000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -5498993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5499001.000000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -5499001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5499004.500000 Penalty: 5205.720703
	Iteration 36Q: 3 clusters Score -5499004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5499005.000000 Penalty: 5205.720703
	Iteration 37Q: 3 clusters Score -5499005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5499009.500000 Penalty: 5205.720703
	Iteration 38Q: 3 clusters Score -5499010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5499006.000000 Penalty: 5205.720703
	Iteration 39Q: 3 clusters Score -5499006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5499007.000000 Penalty: 5205.720703
	Iteration 40F: 3 clusters Score -5499007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5499006.000000 Penalty: 5205.720703
	Iteration 41Q: 3 clusters Score -5499006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5499007.500000 Penalty: 5205.720703
	Iteration 42Q: 3 clusters Score -5499008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5499007.000000 Penalty: 5205.720703
	Iteration 43Q: 3 clusters Score -5499007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5499006.000000 Penalty: 5205.720703
	Iteration 44Q: 3 clusters Score -5499006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5499006.000000 Penalty: 5205.720703
	Iteration 45Q: 3 clusters Score -5499006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5499008.000000 Penalty: 5205.720703
	Iteration 46Q: 3 clusters Score -5499008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5499008.000000 Penalty: 5205.720703
	Iteration 47F: 3 clusters Score -5499008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Entering Unmasked Estep 
Score: -6840323.000000 Penalty: 2654.972412
	Iteration 0F: 2 clusters Score -6840323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6810205.500000 Penalty: 5309.944824
	Iteration 0F: 3 clusters Score -6810206 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -6821349.000000 Penalty: 5309.944824
	Iteration 1F: 3 clusters Score -6821349 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -6821990.000000 Penalty: 5309.944824
	Iteration 2Q: 3 clusters Score -6821990 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6822731.500000 Penalty: 5309.944824
	Iteration 3Q: 3 clusters Score -6822732 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6823631.500000 Penalty: 5309.944824
	Iteration 4Q: 3 clusters Score -6823632 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -6824745.000000 Penalty: 5309.944824
	Iteration 5F: 3 clusters Score -6824745 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -6826409.000000 Penalty: 5309.944824
	Iteration 6F: 3 clusters Score -6826409 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6828787.500000 Penalty: 5309.944824
	Iteration 7F: 3 clusters Score -6828788 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -6831586.500000 Penalty: 5309.944824
	Iteration 8F: 3 clusters Score -6831586 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -6834162.500000 Penalty: 5309.944824
	Iteration 9F: 3 clusters Score -6834162 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6835980.500000 Penalty: 5309.944824
	Iteration 10Q: 3 clusters Score -6835980 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6836940.000000 Penalty: 5309.944824
	Iteration 11Q: 3 clusters Score -6836940 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6837434.500000 Penalty: 5309.944824
	Iteration 12Q: 3 clusters Score -6837434 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6837724.500000 Penalty: 5309.944824
	Iteration 13Q: 3 clusters Score -6837724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6837903.500000 Penalty: 5309.944824
	Iteration 14Q: 3 clusters Score -6837904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6838028.500000 Penalty: 5309.944824
	Iteration 15Q: 3 clusters Score -6838028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6838074.500000 Penalty: 5309.944824
	Iteration 16Q: 3 clusters Score -6838074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6838109.500000 Penalty: 5309.944824
	Iteration 17Q: 3 clusters Score -6838110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6838129.500000 Penalty: 5309.944824
	Iteration 18Q: 3 clusters Score -6838130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6838141.000000 Penalty: 5309.944824
	Iteration 19Q: 3 clusters Score -6838141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6838165.500000 Penalty: 5309.944824
	Iteration 20F: 3 clusters Score -6838166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6838169.000000 Penalty: 5309.944824
	Iteration 21Q: 3 clusters Score -6838169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6838162.000000 Penalty: 5309.944824
	Iteration 22Q: 3 clusters Score -6838162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6838161.000000 Penalty: 5309.944824
	Iteration 23Q: 3 clusters Score -6838161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6838162.500000 Penalty: 5309.944824
	Iteration 24Q: 3 clusters Score -6838162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6838160.500000 Penalty: 5309.944824
	Iteration 25Q: 3 clusters Score -6838160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6838161.500000 Penalty: 5309.944824
	Iteration 26Q: 3 clusters Score -6838162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6838169.000000 Penalty: 5309.944824
	Iteration 27Q: 3 clusters Score -6838169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6838162.500000 Penalty: 5309.944824
	Iteration 28Q: 3 clusters Score -6838162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6838176.500000 Penalty: 5309.944824
	Iteration 29Q: 3 clusters Score -6838176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6838170.500000 Penalty: 5309.944824
	Iteration 30Q: 3 clusters Score -6838170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6838170.000000 Penalty: 5309.944824
	Iteration 31Q: 3 clusters Score -6838170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6838170.000000 Penalty: 5309.944824
	Iteration 32F: 3 clusters Score -6838170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11495.798828 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11495.8 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 61 members 
Entering Unmasked Estep 
Score: -10619.737305 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10619.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10801.067383 Penalty: 2429.328613
	Iteration 1F: 3 clusters Score -10801.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10811.786133 Penalty: 2429.328613
	Iteration 2Q: 3 clusters Score -10811.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10821.374023 Penalty: 2429.328613
	Iteration 3Q: 3 clusters Score -10821.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10821.374023 Penalty: 2429.328613
	Iteration 4F: 3 clusters Score -10821.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -223620.328125 Penalty: 1838.814087
	Iteration 0F: 2 clusters Score -223620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221366.437500 Penalty: 3677.628174
	Iteration 0F: 3 clusters Score -221366.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222211.890625 Penalty: 3677.628174
	Iteration 1F: 3 clusters Score -222211.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -222623.546875 Penalty: 3677.628174
	Iteration 2F: 3 clusters Score -222623.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -222868.406250 Penalty: 3677.628174
	Iteration 3F: 3 clusters Score -222868.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -223047.546875 Penalty: 3677.628174
	Iteration 4F: 3 clusters Score -223047.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -223222.078125 Penalty: 3677.628174
	Iteration 5Q: 3 clusters Score -223222.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -223360.359375 Penalty: 3677.628174
	Iteration 6Q: 3 clusters Score -223360.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -223440.343750 Penalty: 3677.628174
	Iteration 7Q: 3 clusters Score -223440.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -223541.390625 Penalty: 3677.628174
	Iteration 8Q: 3 clusters Score -223541.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223624.343750 Penalty: 3677.628174
	Iteration 9Q: 3 clusters Score -223624.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -223654.859375 Penalty: 3677.628174
	Iteration 10Q: 3 clusters Score -223654.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223680.468750 Penalty: 3677.628174
	Iteration 11Q: 3 clusters Score -223680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -223707.453125 Penalty: 3677.628174
	Iteration 12Q: 3 clusters Score -223707.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -223742.281250 Penalty: 3677.628174
	Iteration 13Q: 3 clusters Score -223742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223763.093750 Penalty: 3677.628174
	Iteration 14Q: 3 clusters Score -223763.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -223792.890625 Penalty: 3677.628174
	Iteration 15Q: 3 clusters Score -223792.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -223809.734375 Penalty: 3677.628174
	Iteration 16Q: 3 clusters Score -223809.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -223826.265625 Penalty: 3677.628174
	Iteration 17Q: 3 clusters Score -223826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -223833.265625 Penalty: 3677.628174
	Iteration 18Q: 3 clusters Score -223833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -223833.984375 Penalty: 3677.628174
	Iteration 19Q: 3 clusters Score -223834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -223835.000000 Penalty: 3677.628174
	Iteration 20F: 3 clusters Score -223835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -223837.031250 Penalty: 3677.628174
	Iteration 21Q: 3 clusters Score -223837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -223839.546875 Penalty: 3677.628174
	Iteration 22Q: 3 clusters Score -223839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223841.265625 Penalty: 3677.628174
	Iteration 23Q: 3 clusters Score -223841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -223846.500000 Penalty: 3677.628174
	Iteration 24Q: 3 clusters Score -223846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -223852.546875 Penalty: 3677.628174
	Iteration 25Q: 3 clusters Score -223852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -223860.781250 Penalty: 3677.628174
	Iteration 26Q: 3 clusters Score -223860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -223865.390625 Penalty: 3677.628174
	Iteration 27Q: 3 clusters Score -223865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223868.828125 Penalty: 3677.628174
	Iteration 28Q: 3 clusters Score -223868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -223871.890625 Penalty: 3677.628174
	Iteration 29Q: 3 clusters Score -223871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223872.734375 Penalty: 3677.628174
	Iteration 30Q: 3 clusters Score -223872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -223873.171875 Penalty: 3677.628174
	Iteration 31Q: 3 clusters Score -223873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -223873.171875 Penalty: 3677.628174
	Iteration 32F: 3 clusters Score -223873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 840 members 
Entering Unmasked Estep 
Score: -70316592.000000 Penalty: 136058.015625
Splitting cluster 33 changes total score from -70317704.000000 to -70316592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66001.101562 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66001.1 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 272 members 
Entering Unmasked Estep 
Score: -64554.687500 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64554.69 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64811.945312 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -64811.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64902.988281 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -64902.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64948.265625 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -64948.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65008.664062 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -65008.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65058.492188 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -65058.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65075.406250 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -65075.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65105.718750 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -65105.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65126.136719 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -65126.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65148.507812 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -65148.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65155.882812 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -65155.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65160.664062 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -65160.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65160.664062 Penalty: 3106.645508
	Iteration 12F: 3 clusters Score -65160.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -57591.355469 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -57591.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56190.808594 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -56190.81 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56458.929688 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -56458.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56572.082031 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -56572.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56636.343750 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -56636.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56689.753906 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -56689.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56740.347656 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -56740.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56794.300781 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -56794.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56898.339844 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -56898.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56977.097656 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -56977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57063.613281 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -57063.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57123.789062 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -57123.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -57182.234375 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -57182.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -57370.937500 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -57370.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -57430.871094 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -57430.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -57467.734375 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -57467.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -57504.726562 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -57504.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -57524.324219 Penalty: 3045.382812
	Iteration 16Q: 3 clusters Score -57524.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -57545.765625 Penalty: 3045.382812
	Iteration 17Q: 3 clusters Score -57545.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -57567.492188 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -57567.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -57582.980469 Penalty: 3045.382812
	Iteration 19Q: 3 clusters Score -57582.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -57592.753906 Penalty: 3045.382812
	Iteration 20F: 3 clusters Score -57592.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -57644.570312 Penalty: 3045.382812
	Iteration 21Q: 3 clusters Score -57644.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -57718.359375 Penalty: 3045.382812
	Iteration 22Q: 3 clusters Score -57718.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -57818.738281 Penalty: 3045.382812
	Iteration 23Q: 3 clusters Score -57818.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -57830.433594 Penalty: 3045.382812
	Iteration 24Q: 3 clusters Score -57830.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -57830.433594 Penalty: 3045.382812
	Iteration 25F: 3 clusters Score -57830.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 379 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 85 members 
Entering Unmasked Estep 
Score: -70316192.000000 Penalty: 136058.015625
Splitting cluster 35 changes total score from -70317704.000000 to -70316192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -23305.003906 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -23305 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 109 members 
Entering Unmasked Estep 
Score: -22566.177734 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -22566.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22924.701172 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -22924.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23050.189453 Penalty: 2718.396973
	Iteration 2F: 3 clusters Score -23050.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23073.078125 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -23073.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23120.949219 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -23120.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23168.185547 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -23168.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23171.361328 Penalty: 2718.396973
	Iteration 6F: 3 clusters Score -23171.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23204.695312 Penalty: 2718.396973
	Iteration 7Q: 3 clusters Score -23204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23215.070312 Penalty: 2718.396973
	Iteration 8Q: 3 clusters Score -23215.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23243.242188 Penalty: 2718.396973
	Iteration 9Q: 3 clusters Score -23243.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23243.242188 Penalty: 2718.396973
	Iteration 10F: 3 clusters Score -23243.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -76510.914062 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -76510.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74967.726562 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -74967.73 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75178.453125 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -75178.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75225.953125 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -75225.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75255.062500 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -75255.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75273.367188 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -75273.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75284.265625 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -75284.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75296.281250 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -75296.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75304.523438 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -75304.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75307.054688 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -75307.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75309.757812 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -75309.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75329.062500 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -75329.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75333.773438 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -75333.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75334.429688 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -75334.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75334.429688 Penalty: 3144.818115
	Iteration 13F: 3 clusters Score -75334.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -20458.468750 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -20458.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19400.435547 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -19400.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19500.982422 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -19500.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19561.175781 Penalty: 2620.468994
	Iteration 2F: 3 clusters Score -19561.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19589.175781 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -19589.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19657.201172 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -19657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19718.728516 Penalty: 2620.468994
	Iteration 5Q: 3 clusters Score -19718.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19783.886719 Penalty: 2620.468994
	Iteration 6Q: 3 clusters Score -19783.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -19807.785156 Penalty: 2620.468994
	Iteration 7Q: 3 clusters Score -19807.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -19857.361328 Penalty: 2620.468994
	Iteration 8Q: 3 clusters Score -19857.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -19861.900391 Penalty: 2620.468994
	Iteration 9Q: 3 clusters Score -19861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -19861.900391 Penalty: 2620.468994
	Iteration 10F: 3 clusters Score -19861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (20595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Entering Unmasked Estep 
Score: -3202260.750000 Penalty: 2463.335205
	Iteration 0F: 2 clusters Score -3202261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3187802.500000 Penalty: 4926.670410
	Iteration 0F: 3 clusters Score -3187802 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3192765.500000 Penalty: 4926.670410
	Iteration 1F: 3 clusters Score -3192766 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3193251.750000 Penalty: 4926.670410
	Iteration 2F: 3 clusters Score -3193252 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3193634.500000 Penalty: 4926.670410
	Iteration 3F: 3 clusters Score -3193634 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3193942.250000 Penalty: 4926.670410
	Iteration 4Q: 3 clusters Score -3193942 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3194208.500000 Penalty: 4926.670410
	Iteration 5Q: 3 clusters Score -3194208 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3194466.250000 Penalty: 4926.670410
	Iteration 6Q: 3 clusters Score -3194466 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3194766.500000 Penalty: 4926.670410
	Iteration 7Q: 3 clusters Score -3194766 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3195191.750000 Penalty: 4926.670410
	Iteration 8Q: 3 clusters Score -3195192 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3195810.750000 Penalty: 4926.670410
	Iteration 9F: 3 clusters Score -3195811 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3196630.250000 Penalty: 4926.670410
	Iteration 10F: 3 clusters Score -3196630 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3197569.250000 Penalty: 4926.670410
	Iteration 11F: 3 clusters Score -3197569 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3198531.750000 Penalty: 4926.670410
	Iteration 12F: 3 clusters Score -3198532 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3199240.000000 Penalty: 4926.670410
	Iteration 13Q: 3 clusters Score -3199240 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3199640.750000 Penalty: 4926.670410
	Iteration 14Q: 3 clusters Score -3199641 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3199864.250000 Penalty: 4926.670410
	Iteration 15Q: 3 clusters Score -3199864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3199979.250000 Penalty: 4926.670410
	Iteration 16Q: 3 clusters Score -3199979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3200028.500000 Penalty: 4926.670410
	Iteration 17Q: 3 clusters Score -3200028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3200066.250000 Penalty: 4926.670410
	Iteration 18Q: 3 clusters Score -3200066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3200082.000000 Penalty: 4926.670410
	Iteration 19Q: 3 clusters Score -3200082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3200092.750000 Penalty: 4926.670410
	Iteration 20F: 3 clusters Score -3200093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3200100.000000 Penalty: 4926.670410
	Iteration 21Q: 3 clusters Score -3200100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3200107.000000 Penalty: 4926.670410
	Iteration 22Q: 3 clusters Score -3200107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3200109.750000 Penalty: 4926.670410
	Iteration 23Q: 3 clusters Score -3200110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3200114.250000 Penalty: 4926.670410
	Iteration 24Q: 3 clusters Score -3200114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3200121.750000 Penalty: 4926.670410
	Iteration 25Q: 3 clusters Score -3200122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3200124.000000 Penalty: 4926.670410
	Iteration 26Q: 3 clusters Score -3200124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3200126.500000 Penalty: 4926.670410
	Iteration 27Q: 3 clusters Score -3200126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3200134.000000 Penalty: 4926.670410
	Iteration 28Q: 3 clusters Score -3200134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3200133.500000 Penalty: 4926.670410
	Iteration 29Q: 3 clusters Score -3200134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3200135.500000 Penalty: 4926.670410
	Iteration 30Q: 3 clusters Score -3200136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3200143.000000 Penalty: 4926.670410
	Iteration 31Q: 3 clusters Score -3200143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3200143.000000 Penalty: 4926.670410
	Iteration 32F: 3 clusters Score -3200143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -14125.596680 Penalty: 1230.785522
	Iteration 0F: 2 clusters Score -14125.6 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 60 members 
Entering Unmasked Estep 
Score: -13365.910156 Penalty: 2461.571045
	Iteration 0F: 3 clusters Score -13365.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13473.006836 Penalty: 2461.571045
	Iteration 1F: 3 clusters Score -13473.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13499.028320 Penalty: 2461.571045
	Iteration 2Q: 3 clusters Score -13499.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13505.236328 Penalty: 2461.571045
	Iteration 3Q: 3 clusters Score -13505.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13505.236328 Penalty: 2461.571045
	Iteration 4F: 3 clusters Score -13505.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -37145.183594 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -37145.18 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 143 members 
Entering Unmasked Estep 
Score: -35979.417969 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -35979.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36122.289062 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -36122.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36170.105469 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -36170.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36223.468750 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -36223.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36230.835938 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -36230.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36230.835938 Penalty: 2782.298096
	Iteration 5F: 3 clusters Score -36230.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184711 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317736.000000 Penalty: 132818.546875
Iteration 199Q: 42 clusters Score -7.031774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56289 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5315 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184717 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44601 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20598 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317800.000000 Penalty: 132818.546875
Iteration 200F: 42 clusters Score -7.03178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56285 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12141 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184723 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44601 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20599 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317960.000000 Penalty: 132818.546875
Iteration 201Q: 42 clusters Score -7.031796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56285 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184726 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20599 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317984.000000 Penalty: 132818.546875
Iteration 202Q: 42 clusters Score -7.031798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184728 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20599 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317960.000000 Penalty: 132818.546875
Iteration 203Q: 42 clusters Score -7.031796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56280 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184732 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20599 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317952.000000 Penalty: 132818.546875
Iteration 204Q: 42 clusters Score -7.031795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56279 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184732 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317928.000000 Penalty: 132818.546875
Iteration 205Q: 42 clusters Score -7.031793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184733 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317936.000000 Penalty: 132818.546875
Iteration 206Q: 42 clusters Score -7.031794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11655 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56279 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184730 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317944.000000 Penalty: 132818.546875
Iteration 207Q: 42 clusters Score -7.031794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56279 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184729 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317936.000000 Penalty: 132818.546875
Iteration 208Q: 42 clusters Score -7.031794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184730 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317936.000000 Penalty: 132818.546875
Iteration 209Q: 42 clusters Score -7.031794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184730 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317928.000000 Penalty: 132818.546875
Iteration 210Q: 42 clusters Score -7.031793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184731 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317912.000000 Penalty: 132818.546875
Iteration 211Q: 42 clusters Score -7.031791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184730 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20602 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317904.000000 Penalty: 132818.546875
Iteration 212Q: 42 clusters Score -7.03179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184732 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20602 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317904.000000 Penalty: 132818.546875
Iteration 213Q: 42 clusters Score -7.03179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9039 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56279 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184733 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317928.000000 Penalty: 132818.546875
Iteration 214Q: 42 clusters Score -7.031793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56280 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184733 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317944.000000 Penalty: 132818.546875
Iteration 215Q: 42 clusters Score -7.031794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184733 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317928.000000 Penalty: 132818.546875
Iteration 216Q: 42 clusters Score -7.031793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56282 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184732 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317912.000000 Penalty: 132818.546875
Iteration 217Q: 42 clusters Score -7.031791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184731 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317920.000000 Penalty: 132818.546875
Iteration 218Q: 42 clusters Score -7.031792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56282 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184733 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20602 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317920.000000 Penalty: 132818.546875
Iteration 219Q: 42 clusters Score -7.031792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184734 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44601 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20601 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70317960.000000 Penalty: 132818.546875
Iteration 220F: 42 clusters Score -7.031796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184734 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318040.000000 Penalty: 132818.546875
Iteration 221Q: 42 clusters Score -7.031804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56282 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184734 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318096.000000 Penalty: 132818.546875
Iteration 222Q: 42 clusters Score -7.03181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56284 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184733 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36150 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318064.000000 Penalty: 132818.546875
Iteration 223Q: 42 clusters Score -7.031806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318064.000000 Penalty: 132818.546875
Iteration 224Q: 42 clusters Score -7.031806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318088.000000 Penalty: 132818.546875
Iteration 225F: 42 clusters Score -7.031809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 141 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318120.000000 Penalty: 132818.546875
Iteration 226Q: 42 clusters Score -7.031812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 141 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318160.000000 Penalty: 132818.546875
Iteration 227F: 42 clusters Score -7.031816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 142 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318192.000000 Penalty: 132818.546875
Iteration 228Q: 42 clusters Score -7.031819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 141 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318200.000000 Penalty: 132818.546875
Iteration 229Q: 42 clusters Score -7.03182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 241 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318192.000000 Penalty: 132818.546875
Iteration 230Q: 42 clusters Score -7.031819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318232.000000 Penalty: 132818.546875
Iteration 231Q: 42 clusters Score -7.031823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1658 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318216.000000 Penalty: 132818.546875
Iteration 232Q: 42 clusters Score -7.031822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 240 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318232.000000 Penalty: 132818.546875
Iteration 233Q: 42 clusters Score -7.031823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 239 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318240.000000 Penalty: 132818.546875
Iteration 234Q: 42 clusters Score -7.031824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 238 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318248.000000 Penalty: 132818.546875
Iteration 235Q: 42 clusters Score -7.031825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318272.000000 Penalty: 132818.546875
Iteration 236Q: 42 clusters Score -7.031827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318288.000000 Penalty: 132818.546875
Iteration 237Q: 42 clusters Score -7.031829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318304.000000 Penalty: 132818.546875
Iteration 238F: 42 clusters Score -7.03183e+07 nChanged 1
Entering ConstructFrom: 
Score: -70318304.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -167123.265625 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -167123.3 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 580 members 
Entering Unmasked Estep 
Score: -165078.000000 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -165078 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -165450.328125 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -165450.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165607.984375 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -165608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165723.250000 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -165723.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165806.046875 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -165806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165895.218750 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -165895.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165973.859375 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -165973.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166024.703125 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -166024.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166080.218750 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -166080.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166119.109375 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -166119.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -166153.859375 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -166153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -166181.234375 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -166181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166203.687500 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -166203.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -166217.156250 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -166217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -166223.109375 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -166223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166229.609375 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -166229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166236.687500 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -166236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166239.234375 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -166239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166242.140625 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -166242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166243.937500 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -166243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166248.640625 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -166248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166252.531250 Penalty: 3512.944092
	Iteration 21Q: 3 clusters Score -166252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166253.296875 Penalty: 3512.944092
	Iteration 22Q: 3 clusters Score -166253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166253.296875 Penalty: 3512.944092
	Iteration 23F: 3 clusters Score -166253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -217433.000000 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -217433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -215097.250000 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -215097.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215626.093750 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -215626.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215814.781250 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -215814.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -215916.484375 Penalty: 3669.190430
	Iteration 3Q: 3 clusters Score -215916.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216020.046875 Penalty: 3669.190430
	Iteration 4Q: 3 clusters Score -216020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216140.593750 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -216140.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -216249.218750 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -216249.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -216350.250000 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -216350.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -216423.578125 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -216423.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -216482.718750 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -216482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -216524.609375 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -216524.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -216560.562500 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -216560.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216593.171875 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -216593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -216620.593750 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -216620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -216656.640625 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -216656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -216694.453125 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -216694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -216733.125000 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -216733.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -216757.406250 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -216757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216787.171875 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -216787.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -216827.265625 Penalty: 3669.190430
	Iteration 19Q: 3 clusters Score -216827.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -216886.765625 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -216886.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -216998.546875 Penalty: 3669.190430
	Iteration 21Q: 3 clusters Score -216998.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -217114.203125 Penalty: 3669.190430
	Iteration 22Q: 3 clusters Score -217114.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217199.390625 Penalty: 3669.190430
	Iteration 23Q: 3 clusters Score -217199.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -217279.531250 Penalty: 3669.190430
	Iteration 24Q: 3 clusters Score -217279.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217323.296875 Penalty: 3669.190430
	Iteration 25Q: 3 clusters Score -217323.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -217348.281250 Penalty: 3669.190430
	Iteration 26Q: 3 clusters Score -217348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -217361.375000 Penalty: 3669.190430
	Iteration 27Q: 3 clusters Score -217361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -217368.406250 Penalty: 3669.190430
	Iteration 28Q: 3 clusters Score -217368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217375.484375 Penalty: 3669.190430
	Iteration 29Q: 3 clusters Score -217375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217379.859375 Penalty: 3669.190430
	Iteration 30Q: 3 clusters Score -217379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217381.343750 Penalty: 3669.190430
	Iteration 31Q: 3 clusters Score -217381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217381.531250 Penalty: 3669.190430
	Iteration 32Q: 3 clusters Score -217381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217381.531250 Penalty: 3669.190430
	Iteration 33F: 3 clusters Score -217381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -84133.671875 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -84133.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82710.164062 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -82710.16 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83267.218750 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -83267.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83712.921875 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -83712.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83986.382812 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -83986.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84128.140625 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -84128.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84263.890625 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -84263.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84307.414062 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -84307.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84341.031250 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -84341.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84352.953125 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -84352.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84357.703125 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -84357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84359.640625 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -84359.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84359.640625 Penalty: 3214.102051
	Iteration 11F: 3 clusters Score -84359.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 461 members 
Entering Unmasked Estep 
Score: -70316896.000000 Penalty: 136058.015625
Splitting cluster 3 changes total score from -70318304.000000 to -70316896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1776663.125000 Penalty: 2334.958984
	Iteration 0F: 2 clusters Score -1776663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1767602.375000 Penalty: 4669.917969
	Iteration 0F: 3 clusters Score -1767602 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1770564.000000 Penalty: 4669.917969
	Iteration 1F: 3 clusters Score -1770564 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1771109.625000 Penalty: 4669.917969
	Iteration 2F: 3 clusters Score -1771110 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1771599.375000 Penalty: 4669.917969
	Iteration 3F: 3 clusters Score -1771599 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1771982.125000 Penalty: 4669.917969
	Iteration 4F: 3 clusters Score -1771982 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1772329.375000 Penalty: 4669.917969
	Iteration 5Q: 3 clusters Score -1772329 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1772608.000000 Penalty: 4669.917969
	Iteration 6Q: 3 clusters Score -1772608 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1772838.500000 Penalty: 4669.917969
	Iteration 7Q: 3 clusters Score -1772838 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1773051.375000 Penalty: 4669.917969
	Iteration 8Q: 3 clusters Score -1773051 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1773241.250000 Penalty: 4669.917969
	Iteration 9Q: 3 clusters Score -1773241 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1773373.250000 Penalty: 4669.917969
	Iteration 10Q: 3 clusters Score -1773373 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1773457.375000 Penalty: 4669.917969
	Iteration 11Q: 3 clusters Score -1773457 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1773533.750000 Penalty: 4669.917969
	Iteration 12Q: 3 clusters Score -1773534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1773580.375000 Penalty: 4669.917969
	Iteration 13Q: 3 clusters Score -1773580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1773625.125000 Penalty: 4669.917969
	Iteration 14Q: 3 clusters Score -1773625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1773665.250000 Penalty: 4669.917969
	Iteration 15Q: 3 clusters Score -1773665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1773692.250000 Penalty: 4669.917969
	Iteration 16Q: 3 clusters Score -1773692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1773706.125000 Penalty: 4669.917969
	Iteration 17Q: 3 clusters Score -1773706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1773717.000000 Penalty: 4669.917969
	Iteration 18Q: 3 clusters Score -1773717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1773725.875000 Penalty: 4669.917969
	Iteration 19Q: 3 clusters Score -1773726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1773735.625000 Penalty: 4669.917969
	Iteration 20F: 3 clusters Score -1773736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1773742.500000 Penalty: 4669.917969
	Iteration 21Q: 3 clusters Score -1773742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1773746.375000 Penalty: 4669.917969
	Iteration 22Q: 3 clusters Score -1773746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1773750.500000 Penalty: 4669.917969
	Iteration 23Q: 3 clusters Score -1773750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1773751.250000 Penalty: 4669.917969
	Iteration 24Q: 3 clusters Score -1773751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1773758.750000 Penalty: 4669.917969
	Iteration 25Q: 3 clusters Score -1773759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1773766.875000 Penalty: 4669.917969
	Iteration 26Q: 3 clusters Score -1773767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1773771.125000 Penalty: 4669.917969
	Iteration 27Q: 3 clusters Score -1773771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1773778.750000 Penalty: 4669.917969
	Iteration 28Q: 3 clusters Score -1773779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1773775.000000 Penalty: 4669.917969
	Iteration 29Q: 3 clusters Score -1773775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1773784.000000 Penalty: 4669.917969
	Iteration 30Q: 3 clusters Score -1773784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1773791.500000 Penalty: 4669.917969
	Iteration 31Q: 3 clusters Score -1773792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1773798.125000 Penalty: 4669.917969
	Iteration 32Q: 3 clusters Score -1773798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1773801.375000 Penalty: 4669.917969
	Iteration 33Q: 3 clusters Score -1773801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1773802.375000 Penalty: 4669.917969
	Iteration 34Q: 3 clusters Score -1773802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1773802.375000 Penalty: 4669.917969
	Iteration 35Q: 3 clusters Score -1773802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1773807.750000 Penalty: 4669.917969
	Iteration 36Q: 3 clusters Score -1773808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1773813.750000 Penalty: 4669.917969
	Iteration 37Q: 3 clusters Score -1773814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1773822.375000 Penalty: 4669.917969
	Iteration 38Q: 3 clusters Score -1773822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1773829.375000 Penalty: 4669.917969
	Iteration 39Q: 3 clusters Score -1773829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1773834.125000 Penalty: 4669.917969
	Iteration 40F: 3 clusters Score -1773834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1773834.000000 Penalty: 4669.917969
	Iteration 41Q: 3 clusters Score -1773834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1773838.500000 Penalty: 4669.917969
	Iteration 42Q: 3 clusters Score -1773838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1773842.250000 Penalty: 4669.917969
	Iteration 43Q: 3 clusters Score -1773842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1773850.750000 Penalty: 4669.917969
	Iteration 44Q: 3 clusters Score -1773851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1773855.500000 Penalty: 4669.917969
	Iteration 45Q: 3 clusters Score -1773856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1773854.750000 Penalty: 4669.917969
	Iteration 46Q: 3 clusters Score -1773855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1773859.375000 Penalty: 4669.917969
	Iteration 47Q: 3 clusters Score -1773859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1773864.625000 Penalty: 4669.917969
	Iteration 48Q: 3 clusters Score -1773865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1773865.750000 Penalty: 4669.917969
	Iteration 49Q: 3 clusters Score -1773866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1773865.875000 Penalty: 4669.917969
	Iteration 50Q: 3 clusters Score -1773866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1773872.625000 Penalty: 4669.917969
	Iteration 51Q: 3 clusters Score -1773873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1773886.375000 Penalty: 4669.917969
	Iteration 52Q: 3 clusters Score -1773886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1773899.750000 Penalty: 4669.917969
	Iteration 53Q: 3 clusters Score -1773900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1773916.625000 Penalty: 4669.917969
	Iteration 54Q: 3 clusters Score -1773917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1773929.000000 Penalty: 4669.917969
	Iteration 55Q: 3 clusters Score -1773929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1773946.375000 Penalty: 4669.917969
	Iteration 56Q: 3 clusters Score -1773946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1773956.000000 Penalty: 4669.917969
	Iteration 57Q: 3 clusters Score -1773956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1773961.375000 Penalty: 4669.917969
	Iteration 58Q: 3 clusters Score -1773961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1773988.875000 Penalty: 4669.917969
	Iteration 59Q: 3 clusters Score -1773989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1774006.625000 Penalty: 4669.917969
	Iteration 60F: 3 clusters Score -1774007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1774033.625000 Penalty: 4669.917969
	Iteration 61Q: 3 clusters Score -1774034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1774057.875000 Penalty: 4669.917969
	Iteration 62Q: 3 clusters Score -1774058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1774087.250000 Penalty: 4669.917969
	Iteration 63Q: 3 clusters Score -1774087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1774119.500000 Penalty: 4669.917969
	Iteration 64Q: 3 clusters Score -1774120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1774158.875000 Penalty: 4669.917969
	Iteration 65Q: 3 clusters Score -1774159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1774197.125000 Penalty: 4669.917969
	Iteration 66Q: 3 clusters Score -1774197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1774218.875000 Penalty: 4669.917969
	Iteration 67Q: 3 clusters Score -1774219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1774245.625000 Penalty: 4669.917969
	Iteration 68Q: 3 clusters Score -1774246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1774273.000000 Penalty: 4669.917969
	Iteration 69Q: 3 clusters Score -1774273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1774287.750000 Penalty: 4669.917969
	Iteration 70Q: 3 clusters Score -1774288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1774300.000000 Penalty: 4669.917969
	Iteration 71Q: 3 clusters Score -1774300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1774308.375000 Penalty: 4669.917969
	Iteration 72Q: 3 clusters Score -1774308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1774319.375000 Penalty: 4669.917969
	Iteration 73Q: 3 clusters Score -1774319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1774329.000000 Penalty: 4669.917969
	Iteration 74Q: 3 clusters Score -1774329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1774334.000000 Penalty: 4669.917969
	Iteration 75Q: 3 clusters Score -1774334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1774347.000000 Penalty: 4669.917969
	Iteration 76Q: 3 clusters Score -1774347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1774360.125000 Penalty: 4669.917969
	Iteration 77Q: 3 clusters Score -1774360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1774362.000000 Penalty: 4669.917969
	Iteration 78Q: 3 clusters Score -1774362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1774365.250000 Penalty: 4669.917969
	Iteration 79Q: 3 clusters Score -1774365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1774374.750000 Penalty: 4669.917969
	Iteration 80F: 3 clusters Score -1774375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1774384.125000 Penalty: 4669.917969
	Iteration 81Q: 3 clusters Score -1774384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1774385.250000 Penalty: 4669.917969
	Iteration 82Q: 3 clusters Score -1774385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1774394.125000 Penalty: 4669.917969
	Iteration 83Q: 3 clusters Score -1774394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1774397.750000 Penalty: 4669.917969
	Iteration 84Q: 3 clusters Score -1774398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1774409.250000 Penalty: 4669.917969
	Iteration 85Q: 3 clusters Score -1774409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1774417.125000 Penalty: 4669.917969
	Iteration 86Q: 3 clusters Score -1774417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1774429.625000 Penalty: 4669.917969
	Iteration 87Q: 3 clusters Score -1774430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1774442.875000 Penalty: 4669.917969
	Iteration 88Q: 3 clusters Score -1774443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1774448.625000 Penalty: 4669.917969
	Iteration 89Q: 3 clusters Score -1774449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1774456.375000 Penalty: 4669.917969
	Iteration 90Q: 3 clusters Score -1774456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1774468.250000 Penalty: 4669.917969
	Iteration 91Q: 3 clusters Score -1774468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1774476.125000 Penalty: 4669.917969
	Iteration 92Q: 3 clusters Score -1774476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1774489.125000 Penalty: 4669.917969
	Iteration 93Q: 3 clusters Score -1774489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1774501.250000 Penalty: 4669.917969
	Iteration 94Q: 3 clusters Score -1774501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1774507.500000 Penalty: 4669.917969
	Iteration 95Q: 3 clusters Score -1774508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1774509.500000 Penalty: 4669.917969
	Iteration 96Q: 3 clusters Score -1774510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1774519.750000 Penalty: 4669.917969
	Iteration 97Q: 3 clusters Score -1774520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1774526.500000 Penalty: 4669.917969
	Iteration 98Q: 3 clusters Score -1774526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1774528.000000 Penalty: 4669.917969
	Iteration 99Q: 3 clusters Score -1774528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1774538.500000 Penalty: 4669.917969
	Iteration 100F: 3 clusters Score -1774538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1774551.375000 Penalty: 4669.917969
	Iteration 101Q: 3 clusters Score -1774551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1774553.000000 Penalty: 4669.917969
	Iteration 102Q: 3 clusters Score -1774553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1774561.000000 Penalty: 4669.917969
	Iteration 103Q: 3 clusters Score -1774561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1774568.250000 Penalty: 4669.917969
	Iteration 104Q: 3 clusters Score -1774568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1774569.250000 Penalty: 4669.917969
	Iteration 105Q: 3 clusters Score -1774569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1774581.625000 Penalty: 4669.917969
	Iteration 106Q: 3 clusters Score -1774582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1774585.250000 Penalty: 4669.917969
	Iteration 107Q: 3 clusters Score -1774585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1774592.125000 Penalty: 4669.917969
	Iteration 108Q: 3 clusters Score -1774592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1774593.375000 Penalty: 4669.917969
	Iteration 109Q: 3 clusters Score -1774593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1774606.000000 Penalty: 4669.917969
	Iteration 110Q: 3 clusters Score -1774606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1774610.000000 Penalty: 4669.917969
	Iteration 111Q: 3 clusters Score -1774610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1774610.375000 Penalty: 4669.917969
	Iteration 112Q: 3 clusters Score -1774610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1774617.250000 Penalty: 4669.917969
	Iteration 113Q: 3 clusters Score -1774617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1774626.375000 Penalty: 4669.917969
	Iteration 114Q: 3 clusters Score -1774626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1774637.250000 Penalty: 4669.917969
	Iteration 115Q: 3 clusters Score -1774637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1774651.375000 Penalty: 4669.917969
	Iteration 116Q: 3 clusters Score -1774651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1774661.500000 Penalty: 4669.917969
	Iteration 117Q: 3 clusters Score -1774662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1774672.250000 Penalty: 4669.917969
	Iteration 118Q: 3 clusters Score -1774672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1774686.125000 Penalty: 4669.917969
	Iteration 119Q: 3 clusters Score -1774686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1774703.875000 Penalty: 4669.917969
	Iteration 120F: 3 clusters Score -1774704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1774719.875000 Penalty: 4669.917969
	Iteration 121Q: 3 clusters Score -1774720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1774734.750000 Penalty: 4669.917969
	Iteration 122Q: 3 clusters Score -1774735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1774750.250000 Penalty: 4669.917969
	Iteration 123Q: 3 clusters Score -1774750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1774776.375000 Penalty: 4669.917969
	Iteration 124Q: 3 clusters Score -1774776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1774797.500000 Penalty: 4669.917969
	Iteration 125Q: 3 clusters Score -1774798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1774816.875000 Penalty: 4669.917969
	Iteration 126Q: 3 clusters Score -1774817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1774836.625000 Penalty: 4669.917969
	Iteration 127Q: 3 clusters Score -1774837 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1774869.250000 Penalty: 4669.917969
	Iteration 128Q: 3 clusters Score -1774869 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1774905.000000 Penalty: 4669.917969
	Iteration 129Q: 3 clusters Score -1774905 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1774939.125000 Penalty: 4669.917969
	Iteration 130Q: 3 clusters Score -1774939 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1774984.125000 Penalty: 4669.917969
	Iteration 131Q: 3 clusters Score -1774984 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1775036.000000 Penalty: 4669.917969
	Iteration 132Q: 3 clusters Score -1775036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1775103.000000 Penalty: 4669.917969
	Iteration 133Q: 3 clusters Score -1775103 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1775161.875000 Penalty: 4669.917969
	Iteration 134Q: 3 clusters Score -1775162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1775250.750000 Penalty: 4669.917969
	Iteration 135Q: 3 clusters Score -1775251 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1775344.250000 Penalty: 4669.917969
	Iteration 136Q: 3 clusters Score -1775344 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1775463.625000 Penalty: 4669.917969
	Iteration 137Q: 3 clusters Score -1775464 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1775603.875000 Penalty: 4669.917969
	Iteration 138Q: 3 clusters Score -1775604 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1775753.625000 Penalty: 4669.917969
	Iteration 139Q: 3 clusters Score -1775754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1775900.625000 Penalty: 4669.917969
	Iteration 140F: 3 clusters Score -1775901 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1776029.125000 Penalty: 4669.917969
	Iteration 141Q: 3 clusters Score -1776029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1776124.500000 Penalty: 4669.917969
	Iteration 142Q: 3 clusters Score -1776124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1776214.875000 Penalty: 4669.917969
	Iteration 143Q: 3 clusters Score -1776215 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1776284.250000 Penalty: 4669.917969
	Iteration 144Q: 3 clusters Score -1776284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1776340.250000 Penalty: 4669.917969
	Iteration 145Q: 3 clusters Score -1776340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1776379.000000 Penalty: 4669.917969
	Iteration 146Q: 3 clusters Score -1776379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1776416.000000 Penalty: 4669.917969
	Iteration 147Q: 3 clusters Score -1776416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1776448.625000 Penalty: 4669.917969
	Iteration 148Q: 3 clusters Score -1776449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1776470.750000 Penalty: 4669.917969
	Iteration 149Q: 3 clusters Score -1776471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1776491.750000 Penalty: 4669.917969
	Iteration 150Q: 3 clusters Score -1776492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1776503.625000 Penalty: 4669.917969
	Iteration 151Q: 3 clusters Score -1776504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1776516.125000 Penalty: 4669.917969
	Iteration 152Q: 3 clusters Score -1776516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1776522.375000 Penalty: 4669.917969
	Iteration 153Q: 3 clusters Score -1776522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1776527.000000 Penalty: 4669.917969
	Iteration 154Q: 3 clusters Score -1776527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1776533.375000 Penalty: 4669.917969
	Iteration 155Q: 3 clusters Score -1776533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1776541.625000 Penalty: 4669.917969
	Iteration 156Q: 3 clusters Score -1776542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1776546.125000 Penalty: 4669.917969
	Iteration 157Q: 3 clusters Score -1776546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1776551.125000 Penalty: 4669.917969
	Iteration 158Q: 3 clusters Score -1776551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1776553.750000 Penalty: 4669.917969
	Iteration 159Q: 3 clusters Score -1776554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1776550.250000 Penalty: 4669.917969
	Iteration 160F: 3 clusters Score -1776550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1776554.625000 Penalty: 4669.917969
	Iteration 161Q: 3 clusters Score -1776555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1776552.000000 Penalty: 4669.917969
	Iteration 162Q: 3 clusters Score -1776552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1776553.125000 Penalty: 4669.917969
	Iteration 163Q: 3 clusters Score -1776553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1776551.250000 Penalty: 4669.917969
	Iteration 164Q: 3 clusters Score -1776551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1776551.250000 Penalty: 4669.917969
	Iteration 165F: 3 clusters Score -1776551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34886.582031 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34886.58 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 122 members 
Entering Unmasked Estep 
Score: -33654.382812 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33654.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33724.863281 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33724.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33753.550781 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33753.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33761.027344 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33761.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33774.000000 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -33774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33774.000000 Penalty: 2742.596680
	Iteration 5F: 3 clusters Score -33774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -55721.730469 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -55721.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54400.652344 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -54400.65 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54676.355469 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -54676.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54792.339844 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -54792.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54889.976562 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -54889.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -54943.242188 Penalty: 3027.977295
	Iteration 4F: 3 clusters Score -54943.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -54974.738281 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -54974.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54983.039062 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -54983.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54983.039062 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -54983.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1756067.625000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -1756068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1747449.250000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -1747449 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1750047.000000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -1750047 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1750374.875000 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -1750375 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1750646.125000 Penalty: 4644.333496
	Iteration 3F: 3 clusters Score -1750646 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1750866.000000 Penalty: 4644.333496
	Iteration 4Q: 3 clusters Score -1750866 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1751074.375000 Penalty: 4644.333496
	Iteration 5Q: 3 clusters Score -1751074 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1751281.875000 Penalty: 4644.333496
	Iteration 6Q: 3 clusters Score -1751282 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1751487.750000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -1751488 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1751703.250000 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -1751703 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1751917.125000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -1751917 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1752084.875000 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -1752085 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1752231.875000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -1752232 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1752372.125000 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -1752372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1752520.125000 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -1752520 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1752650.250000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -1752650 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1752780.375000 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -1752780 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1752907.000000 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -1752907 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1752984.625000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -1752985 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1753055.500000 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -1753056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1753140.000000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -1753140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1753207.875000 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -1753208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1753272.250000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -1753272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1753332.625000 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -1753333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1753385.000000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -1753385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1753435.625000 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -1753436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1753472.250000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -1753472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1753507.125000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -1753507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1753545.000000 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -1753545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1753579.750000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -1753580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1753614.250000 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -1753614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1753647.625000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -1753648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1753674.750000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -1753675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1753698.500000 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -1753698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1753719.000000 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -1753719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1753737.250000 Penalty: 4644.333496
	Iteration 34Q: 3 clusters Score -1753737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1753751.875000 Penalty: 4644.333496
	Iteration 35Q: 3 clusters Score -1753752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1753764.125000 Penalty: 4644.333496
	Iteration 36Q: 3 clusters Score -1753764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1753770.000000 Penalty: 4644.333496
	Iteration 37Q: 3 clusters Score -1753770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1753783.875000 Penalty: 4644.333496
	Iteration 38Q: 3 clusters Score -1753784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1753789.500000 Penalty: 4644.333496
	Iteration 39Q: 3 clusters Score -1753790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1753795.625000 Penalty: 4644.333496
	Iteration 40F: 3 clusters Score -1753796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1753801.500000 Penalty: 4644.333496
	Iteration 41Q: 3 clusters Score -1753802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1753803.000000 Penalty: 4644.333496
	Iteration 42Q: 3 clusters Score -1753803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1753809.875000 Penalty: 4644.333496
	Iteration 43Q: 3 clusters Score -1753810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1753812.625000 Penalty: 4644.333496
	Iteration 44Q: 3 clusters Score -1753813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1753818.250000 Penalty: 4644.333496
	Iteration 45Q: 3 clusters Score -1753818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1753824.375000 Penalty: 4644.333496
	Iteration 46Q: 3 clusters Score -1753824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1753828.000000 Penalty: 4644.333496
	Iteration 47Q: 3 clusters Score -1753828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1753834.375000 Penalty: 4644.333496
	Iteration 48Q: 3 clusters Score -1753834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1753843.875000 Penalty: 4644.333496
	Iteration 49Q: 3 clusters Score -1753844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1753842.000000 Penalty: 4644.333496
	Iteration 50Q: 3 clusters Score -1753842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1753854.750000 Penalty: 4644.333496
	Iteration 51Q: 3 clusters Score -1753855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1753860.625000 Penalty: 4644.333496
	Iteration 52Q: 3 clusters Score -1753861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1753867.500000 Penalty: 4644.333496
	Iteration 53Q: 3 clusters Score -1753868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1753868.500000 Penalty: 4644.333496
	Iteration 54Q: 3 clusters Score -1753868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1753868.625000 Penalty: 4644.333496
	Iteration 55Q: 3 clusters Score -1753869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1753869.250000 Penalty: 4644.333496
	Iteration 56Q: 3 clusters Score -1753869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1753876.750000 Penalty: 4644.333496
	Iteration 57Q: 3 clusters Score -1753877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1753875.500000 Penalty: 4644.333496
	Iteration 58Q: 3 clusters Score -1753876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1753877.125000 Penalty: 4644.333496
	Iteration 59Q: 3 clusters Score -1753877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1753882.625000 Penalty: 4644.333496
	Iteration 60F: 3 clusters Score -1753883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -348562.781250 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -348562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -345706.625000 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -345706.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -346205.718750 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -346205.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -346339.968750 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -346340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -346417.156250 Penalty: 3844.518555
	Iteration 3Q: 3 clusters Score -346417.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -346458.656250 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -346458.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -346498.968750 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -346499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -346531.750000 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -346531.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -346557.250000 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -346557.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -346585.281250 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -346585.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -346605.875000 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -346605.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -346622.406250 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -346622.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -346635.093750 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -346635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346641.187500 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -346641.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -346648.437500 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -346648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -346652.062500 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -346652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -346655.468750 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -346655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346660.093750 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -346660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346662.562500 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -346662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -346664.843750 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -346664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -346667.437500 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -346667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -346669.031250 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -346669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346670.437500 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -346670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346672.312500 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -346672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -346675.593750 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -346675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -346677.250000 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -346677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346680.156250 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -346680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -346683.750000 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -346683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -346686.625000 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -346686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -346688.093750 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -346688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -346688.281250 Penalty: 3844.518555
	Iteration 29Q: 3 clusters Score -346688.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -346688.281250 Penalty: 3844.518555
	Iteration 30F: 3 clusters Score -346688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Entering Unmasked Estep 
Score: -1382181.375000 Penalty: 2259.024902
	Iteration 0F: 2 clusters Score -1382181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1375165.250000 Penalty: 4518.049805
	Iteration 0F: 3 clusters Score -1375165 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1377191.750000 Penalty: 4518.049805
	Iteration 1F: 3 clusters Score -1377192 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1377643.375000 Penalty: 4518.049805
	Iteration 2F: 3 clusters Score -1377643 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1378071.500000 Penalty: 4518.049805
	Iteration 3F: 3 clusters Score -1378072 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1378509.625000 Penalty: 4518.049805
	Iteration 4F: 3 clusters Score -1378510 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1379030.875000 Penalty: 4518.049805
	Iteration 5F: 3 clusters Score -1379031 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1379631.250000 Penalty: 4518.049805
	Iteration 6F: 3 clusters Score -1379631 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1380209.250000 Penalty: 4518.049805
	Iteration 7F: 3 clusters Score -1380209 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1380648.625000 Penalty: 4518.049805
	Iteration 8F: 3 clusters Score -1380649 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1380950.500000 Penalty: 4518.049805
	Iteration 9Q: 3 clusters Score -1380950 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1381134.500000 Penalty: 4518.049805
	Iteration 10Q: 3 clusters Score -1381134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1381248.000000 Penalty: 4518.049805
	Iteration 11Q: 3 clusters Score -1381248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1381318.500000 Penalty: 4518.049805
	Iteration 12Q: 3 clusters Score -1381318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1381364.500000 Penalty: 4518.049805
	Iteration 13Q: 3 clusters Score -1381364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1381387.000000 Penalty: 4518.049805
	Iteration 14Q: 3 clusters Score -1381387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1381404.375000 Penalty: 4518.049805
	Iteration 15Q: 3 clusters Score -1381404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1381417.250000 Penalty: 4518.049805
	Iteration 16Q: 3 clusters Score -1381417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1381436.000000 Penalty: 4518.049805
	Iteration 17Q: 3 clusters Score -1381436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1381451.125000 Penalty: 4518.049805
	Iteration 18Q: 3 clusters Score -1381451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1381461.250000 Penalty: 4518.049805
	Iteration 19Q: 3 clusters Score -1381461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1381463.250000 Penalty: 4518.049805
	Iteration 20F: 3 clusters Score -1381463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1381463.125000 Penalty: 4518.049805
	Iteration 21Q: 3 clusters Score -1381463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1381463.375000 Penalty: 4518.049805
	Iteration 22Q: 3 clusters Score -1381463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1381463.375000 Penalty: 4518.049805
	Iteration 23F: 3 clusters Score -1381463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -113544.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -113544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111766.695312 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -111766.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112136.062500 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -112136.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112423.476562 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -112423.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112567.234375 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -112567.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112671.781250 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -112671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112805.804688 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -112805.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113055.132812 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -113055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113143.453125 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -113143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113167.015625 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -113167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113177.773438 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -113177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113187.664062 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -113187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113191.843750 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -113191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113193.156250 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -113193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113195.515625 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -113195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113196.734375 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -113196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113197.671875 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -113197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113197.671875 Penalty: 3328.419434
	Iteration 16F: 3 clusters Score -113197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -253163.859375 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -253163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -250747.703125 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -250747.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -251189.203125 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -251189.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -251288.718750 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -251288.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -251344.984375 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -251345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -251381.750000 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -251381.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -251406.500000 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -251406.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -251424.125000 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -251424.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -251434.906250 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -251434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -251444.468750 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -251444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -251452.015625 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -251452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251456.625000 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -251456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251460.093750 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -251460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -251461.890625 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -251461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -251463.921875 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -251463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251467.953125 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -251468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251470.187500 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -251470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251471.796875 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -251471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251473.593750 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -251473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -251477.093750 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -251477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -251485.062500 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -251485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -251489.578125 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -251489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -251491.718750 Penalty: 3696.679199
	Iteration 21Q: 3 clusters Score -251491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -251492.859375 Penalty: 3696.679199
	Iteration 22Q: 3 clusters Score -251492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251493.812500 Penalty: 3696.679199
	Iteration 23Q: 3 clusters Score -251493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251496.218750 Penalty: 3696.679199
	Iteration 24Q: 3 clusters Score -251496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251496.843750 Penalty: 3696.679199
	Iteration 25Q: 3 clusters Score -251496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251496.843750 Penalty: 3696.679199
	Iteration 26F: 3 clusters Score -251496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -277712.625000 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -277712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -275176.812500 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -275176.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -275549.562500 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -275549.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -275671.093750 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -275671.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275760.031250 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -275760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275801.187500 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -275801.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -275828.843750 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -275828.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -275868.093750 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -275868.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -275906.625000 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -275906.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -275924.875000 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -275924.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -275940.750000 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -275940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -275948.906250 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -275948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275955.250000 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -275955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -275960.562500 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -275960.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -275969.687500 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -275969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275976.593750 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -275976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -275985.031250 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -275985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -275987.468750 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -275987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -275991.093750 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -275991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -275995.062500 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -275995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -275998.250000 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -275998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -275999.875000 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -275999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276000.843750 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -276000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276001.875000 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -276001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276003.343750 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -276003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -276005.281250 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -276005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -276006.625000 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -276006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -276009.218750 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -276009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276009.968750 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -276010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276009.968750 Penalty: 3744.606201
	Iteration 28F: 3 clusters Score -276010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -91691.984375 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -91691.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90048.132812 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -90048.13 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90599.789062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -90599.79 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91230.531250 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -91230.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91727.656250 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -91727.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92125.531250 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -92125.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92226.625000 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -92226.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92269.250000 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -92269.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92282.351562 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -92282.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92298.312500 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92298.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92309.304688 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92313.898438 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92330.460938 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92330.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92335.570312 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92335.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92335.570312 Penalty: 3284.877197
	Iteration 13F: 3 clusters Score -92335.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 490 members 
Entering Unmasked Estep 
Score: -70317384.000000 Penalty: 136058.015625
Splitting cluster 13 changes total score from -70318304.000000 to -70317384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (56281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Entering Unmasked Estep 
Score: -8701107.000000 Penalty: 2712.651855
	Iteration 0F: 2 clusters Score -8701107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -8663395.000000 Penalty: 5425.303711
	Iteration 0F: 3 clusters Score -8663395 nChanged 26016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -8677586.000000 Penalty: 5425.303711
	Iteration 1F: 3 clusters Score -8677586 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -8678149.000000 Penalty: 5425.303711
	Iteration 2Q: 3 clusters Score -8678149 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -8678690.000000 Penalty: 5425.303711
	Iteration 3Q: 3 clusters Score -8678690 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -8679353.000000 Penalty: 5425.303711
	Iteration 4Q: 3 clusters Score -8679353 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -8680272.000000 Penalty: 5425.303711
	Iteration 5Q: 3 clusters Score -8680272 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -8681686.000000 Penalty: 5425.303711
	Iteration 6F: 3 clusters Score -8681686 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -8683905.000000 Penalty: 5425.303711
	Iteration 7F: 3 clusters Score -8683905 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -8686960.000000 Penalty: 5425.303711
	Iteration 8F: 3 clusters Score -8686960 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -8690425.000000 Penalty: 5425.303711
	Iteration 9F: 3 clusters Score -8690425 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -8693415.000000 Penalty: 5425.303711
	Iteration 10F: 3 clusters Score -8693415 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -8695493.000000 Penalty: 5425.303711
	Iteration 11Q: 3 clusters Score -8695493 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8696714.000000 Penalty: 5425.303711
	Iteration 12Q: 3 clusters Score -8696714 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8697355.000000 Penalty: 5425.303711
	Iteration 13Q: 3 clusters Score -8697355 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8697770.000000 Penalty: 5425.303711
	Iteration 14Q: 3 clusters Score -8697770 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8697999.000000 Penalty: 5425.303711
	Iteration 15Q: 3 clusters Score -8697999 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8698159.000000 Penalty: 5425.303711
	Iteration 16Q: 3 clusters Score -8698159 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8698288.000000 Penalty: 5425.303711
	Iteration 17Q: 3 clusters Score -8698288 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8698401.000000 Penalty: 5425.303711
	Iteration 18Q: 3 clusters Score -8698401 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8698470.000000 Penalty: 5425.303711
	Iteration 19Q: 3 clusters Score -8698470 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8698538.000000 Penalty: 5425.303711
	Iteration 20F: 3 clusters Score -8698538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8698569.000000 Penalty: 5425.303711
	Iteration 21Q: 3 clusters Score -8698569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8698607.000000 Penalty: 5425.303711
	Iteration 22Q: 3 clusters Score -8698607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8698630.000000 Penalty: 5425.303711
	Iteration 23Q: 3 clusters Score -8698630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8698656.000000 Penalty: 5425.303711
	Iteration 24Q: 3 clusters Score -8698656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8698684.000000 Penalty: 5425.303711
	Iteration 25Q: 3 clusters Score -8698684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8698692.000000 Penalty: 5425.303711
	Iteration 26Q: 3 clusters Score -8698692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8698704.000000 Penalty: 5425.303711
	Iteration 27Q: 3 clusters Score -8698704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8698711.000000 Penalty: 5425.303711
	Iteration 28Q: 3 clusters Score -8698711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8698730.000000 Penalty: 5425.303711
	Iteration 29Q: 3 clusters Score -8698730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8698733.000000 Penalty: 5425.303711
	Iteration 30Q: 3 clusters Score -8698733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8698755.000000 Penalty: 5425.303711
	Iteration 31Q: 3 clusters Score -8698755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8698753.000000 Penalty: 5425.303711
	Iteration 32Q: 3 clusters Score -8698753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8698760.000000 Penalty: 5425.303711
	Iteration 33Q: 3 clusters Score -8698760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8698756.000000 Penalty: 5425.303711
	Iteration 34Q: 3 clusters Score -8698756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8698762.000000 Penalty: 5425.303711
	Iteration 35Q: 3 clusters Score -8698762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8698772.000000 Penalty: 5425.303711
	Iteration 36Q: 3 clusters Score -8698772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8698767.000000 Penalty: 5425.303711
	Iteration 37Q: 3 clusters Score -8698767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8698781.000000 Penalty: 5425.303711
	Iteration 38Q: 3 clusters Score -8698781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8698778.000000 Penalty: 5425.303711
	Iteration 39Q: 3 clusters Score -8698778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8698777.000000 Penalty: 5425.303711
	Iteration 40F: 3 clusters Score -8698777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8698787.000000 Penalty: 5425.303711
	Iteration 41Q: 3 clusters Score -8698787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8698784.000000 Penalty: 5425.303711
	Iteration 42Q: 3 clusters Score -8698784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8698791.000000 Penalty: 5425.303711
	Iteration 43Q: 3 clusters Score -8698791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8698789.000000 Penalty: 5425.303711
	Iteration 44Q: 3 clusters Score -8698789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8698789.000000 Penalty: 5425.303711
	Iteration 45Q: 3 clusters Score -8698789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8698789.000000 Penalty: 5425.303711
	Iteration 46Q: 3 clusters Score -8698789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8698790.000000 Penalty: 5425.303711
	Iteration 47Q: 3 clusters Score -8698790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8698784.000000 Penalty: 5425.303711
	Iteration 48Q: 3 clusters Score -8698784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8698784.000000 Penalty: 5425.303711
	Iteration 49Q: 3 clusters Score -8698784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8698782.000000 Penalty: 5425.303711
	Iteration 50Q: 3 clusters Score -8698782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8698782.000000 Penalty: 5425.303711
	Iteration 51F: 3 clusters Score -8698782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1569505.000000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1569505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1561604.875000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1561605 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1563869.125000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1563869 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1564264.750000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1564265 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1564620.750000 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -1564621 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1565001.000000 Penalty: 4585.439941
	Iteration 4F: 3 clusters Score -1565001 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1565447.125000 Penalty: 4585.439941
	Iteration 5F: 3 clusters Score -1565447 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1565930.000000 Penalty: 4585.439941
	Iteration 6F: 3 clusters Score -1565930 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1566424.000000 Penalty: 4585.439941
	Iteration 7F: 3 clusters Score -1566424 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1566848.250000 Penalty: 4585.439941
	Iteration 8F: 3 clusters Score -1566848 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1567169.000000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1567169 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1567386.375000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1567386 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1567497.375000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1567497 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1567587.875000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1567588 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1567682.500000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1567682 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1567758.125000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1567758 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1567817.500000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1567818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1567870.625000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1567871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1567905.000000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1567905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1567933.625000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1567934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1567949.750000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1567950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1567962.125000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1567962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1567975.250000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1567975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1567986.000000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1567986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1567995.750000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1567996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1568000.875000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1568001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1568005.125000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1568005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1568010.250000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -1568010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1568017.375000 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -1568017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1568017.750000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -1568018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1568020.875000 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -1568021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1568028.500000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -1568028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1568029.250000 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -1568029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1568033.625000 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -1568034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1568034.000000 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -1568034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1568041.375000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -1568041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1568043.500000 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -1568044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1568042.875000 Penalty: 4585.439941
	Iteration 36Q: 3 clusters Score -1568043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1568042.625000 Penalty: 4585.439941
	Iteration 37Q: 3 clusters Score -1568043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1568044.875000 Penalty: 4585.439941
	Iteration 38Q: 3 clusters Score -1568045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1568043.125000 Penalty: 4585.439941
	Iteration 39Q: 3 clusters Score -1568043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1568044.500000 Penalty: 4585.439941
	Iteration 40F: 3 clusters Score -1568044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1568047.625000 Penalty: 4585.439941
	Iteration 41Q: 3 clusters Score -1568048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1568048.250000 Penalty: 4585.439941
	Iteration 42Q: 3 clusters Score -1568048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1568047.875000 Penalty: 4585.439941
	Iteration 43Q: 3 clusters Score -1568048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1568047.000000 Penalty: 4585.439941
	Iteration 44Q: 3 clusters Score -1568047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1568046.625000 Penalty: 4585.439941
	Iteration 45Q: 3 clusters Score -1568047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1568050.125000 Penalty: 4585.439941
	Iteration 46Q: 3 clusters Score -1568050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1568050.125000 Penalty: 4585.439941
	Iteration 47F: 3 clusters Score -1568050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Entering Unmasked Estep 
Score: -1516623.625000 Penalty: 2279.482910
	Iteration 0F: 2 clusters Score -1516624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1508996.625000 Penalty: 4558.965820
	Iteration 0F: 3 clusters Score -1508997 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1511322.625000 Penalty: 4558.965820
	Iteration 1F: 3 clusters Score -1511323 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1511625.500000 Penalty: 4558.965820
	Iteration 2F: 3 clusters Score -1511626 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1511819.125000 Penalty: 4558.965820
	Iteration 3Q: 3 clusters Score -1511819 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1511982.750000 Penalty: 4558.965820
	Iteration 4Q: 3 clusters Score -1511983 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1512151.250000 Penalty: 4558.965820
	Iteration 5Q: 3 clusters Score -1512151 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1512338.000000 Penalty: 4558.965820
	Iteration 6Q: 3 clusters Score -1512338 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1512576.875000 Penalty: 4558.965820
	Iteration 7Q: 3 clusters Score -1512577 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1512887.250000 Penalty: 4558.965820
	Iteration 8Q: 3 clusters Score -1512887 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1513261.875000 Penalty: 4558.965820
	Iteration 9F: 3 clusters Score -1513262 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1513659.250000 Penalty: 4558.965820
	Iteration 10F: 3 clusters Score -1513659 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1514033.375000 Penalty: 4558.965820
	Iteration 11Q: 3 clusters Score -1514033 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1514348.375000 Penalty: 4558.965820
	Iteration 12Q: 3 clusters Score -1514348 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1514604.500000 Penalty: 4558.965820
	Iteration 13Q: 3 clusters Score -1514604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1514765.250000 Penalty: 4558.965820
	Iteration 14Q: 3 clusters Score -1514765 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1514841.875000 Penalty: 4558.965820
	Iteration 15Q: 3 clusters Score -1514842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1514888.500000 Penalty: 4558.965820
	Iteration 16Q: 3 clusters Score -1514888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1514909.000000 Penalty: 4558.965820
	Iteration 17Q: 3 clusters Score -1514909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1514920.750000 Penalty: 4558.965820
	Iteration 18Q: 3 clusters Score -1514921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1514930.500000 Penalty: 4558.965820
	Iteration 19Q: 3 clusters Score -1514930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1514934.750000 Penalty: 4558.965820
	Iteration 20F: 3 clusters Score -1514935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1514941.875000 Penalty: 4558.965820
	Iteration 21Q: 3 clusters Score -1514942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1514942.750000 Penalty: 4558.965820
	Iteration 22Q: 3 clusters Score -1514943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1514947.250000 Penalty: 4558.965820
	Iteration 23Q: 3 clusters Score -1514947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1514947.875000 Penalty: 4558.965820
	Iteration 24Q: 3 clusters Score -1514948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1514951.125000 Penalty: 4558.965820
	Iteration 25Q: 3 clusters Score -1514951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1514950.625000 Penalty: 4558.965820
	Iteration 26Q: 3 clusters Score -1514951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1514952.875000 Penalty: 4558.965820
	Iteration 27Q: 3 clusters Score -1514953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1514950.125000 Penalty: 4558.965820
	Iteration 28Q: 3 clusters Score -1514950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1514952.375000 Penalty: 4558.965820
	Iteration 29Q: 3 clusters Score -1514952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1514954.375000 Penalty: 4558.965820
	Iteration 30Q: 3 clusters Score -1514954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1514953.625000 Penalty: 4558.965820
	Iteration 31Q: 3 clusters Score -1514954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1514956.375000 Penalty: 4558.965820
	Iteration 32Q: 3 clusters Score -1514956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1514956.375000 Penalty: 4558.965820
	Iteration 33F: 3 clusters Score -1514956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -106880.234375 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -106880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105114.929688 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -105114.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105481.968750 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -105482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105684.875000 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -105684.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105876.710938 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -105876.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106008.742188 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -106008.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106157.828125 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -106157.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106242.062500 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -106242.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106291.171875 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -106291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106339.820312 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -106339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -106391.242188 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -106391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106410.484375 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -106410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106418.703125 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -106418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -106428.992188 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -106429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -106435.851562 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -106435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106442.984375 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -106443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106445.406250 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -106445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -106454.476562 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -106454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -106462.632812 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -106462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106478.187500 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -106478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106482.492188 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -106482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106482.492188 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -106482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1878052.125000 Penalty: 2332.256592
	Iteration 0F: 2 clusters Score -1878052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1869104.250000 Penalty: 4664.513184
	Iteration 0F: 3 clusters Score -1869104 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1871793.875000 Penalty: 4664.513184
	Iteration 1F: 3 clusters Score -1871794 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1872111.250000 Penalty: 4664.513184
	Iteration 2F: 3 clusters Score -1872111 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1872345.875000 Penalty: 4664.513184
	Iteration 3Q: 3 clusters Score -1872346 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1872566.125000 Penalty: 4664.513184
	Iteration 4Q: 3 clusters Score -1872566 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1872745.750000 Penalty: 4664.513184
	Iteration 5Q: 3 clusters Score -1872746 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1872881.250000 Penalty: 4664.513184
	Iteration 6Q: 3 clusters Score -1872881 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1872991.625000 Penalty: 4664.513184
	Iteration 7Q: 3 clusters Score -1872992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1873122.250000 Penalty: 4664.513184
	Iteration 8Q: 3 clusters Score -1873122 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1873262.750000 Penalty: 4664.513184
	Iteration 9Q: 3 clusters Score -1873263 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1873425.375000 Penalty: 4664.513184
	Iteration 10Q: 3 clusters Score -1873425 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1873600.750000 Penalty: 4664.513184
	Iteration 11Q: 3 clusters Score -1873601 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1873846.875000 Penalty: 4664.513184
	Iteration 12Q: 3 clusters Score -1873847 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1874147.125000 Penalty: 4664.513184
	Iteration 13Q: 3 clusters Score -1874147 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1874498.750000 Penalty: 4664.513184
	Iteration 14Q: 3 clusters Score -1874499 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1874904.750000 Penalty: 4664.513184
	Iteration 15Q: 3 clusters Score -1874905 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1875290.625000 Penalty: 4664.513184
	Iteration 16Q: 3 clusters Score -1875291 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1875575.250000 Penalty: 4664.513184
	Iteration 17Q: 3 clusters Score -1875575 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1875779.875000 Penalty: 4664.513184
	Iteration 18Q: 3 clusters Score -1875780 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1875931.250000 Penalty: 4664.513184
	Iteration 19Q: 3 clusters Score -1875931 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1876040.625000 Penalty: 4664.513184
	Iteration 20F: 3 clusters Score -1876041 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1876130.250000 Penalty: 4664.513184
	Iteration 21Q: 3 clusters Score -1876130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1876196.750000 Penalty: 4664.513184
	Iteration 22Q: 3 clusters Score -1876197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1876235.750000 Penalty: 4664.513184
	Iteration 23Q: 3 clusters Score -1876236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1876256.750000 Penalty: 4664.513184
	Iteration 24Q: 3 clusters Score -1876257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1876268.500000 Penalty: 4664.513184
	Iteration 25Q: 3 clusters Score -1876268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1876279.625000 Penalty: 4664.513184
	Iteration 26Q: 3 clusters Score -1876280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1876282.875000 Penalty: 4664.513184
	Iteration 27Q: 3 clusters Score -1876283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1876286.625000 Penalty: 4664.513184
	Iteration 28Q: 3 clusters Score -1876287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1876286.250000 Penalty: 4664.513184
	Iteration 29Q: 3 clusters Score -1876286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1876291.375000 Penalty: 4664.513184
	Iteration 30Q: 3 clusters Score -1876291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1876295.125000 Penalty: 4664.513184
	Iteration 31Q: 3 clusters Score -1876295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1876296.500000 Penalty: 4664.513184
	Iteration 32Q: 3 clusters Score -1876296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1876301.625000 Penalty: 4664.513184
	Iteration 33Q: 3 clusters Score -1876302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1876310.125000 Penalty: 4664.513184
	Iteration 34Q: 3 clusters Score -1876310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1876311.000000 Penalty: 4664.513184
	Iteration 35Q: 3 clusters Score -1876311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1876313.250000 Penalty: 4664.513184
	Iteration 36Q: 3 clusters Score -1876313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1876313.750000 Penalty: 4664.513184
	Iteration 37Q: 3 clusters Score -1876314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1876314.000000 Penalty: 4664.513184
	Iteration 38Q: 3 clusters Score -1876314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1876314.000000 Penalty: 4664.513184
	Iteration 39F: 3 clusters Score -1876314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -775003.500000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -775003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -770305.562500 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -770305.6 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -771512.125000 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -771512.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -771762.312500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -771762.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -771982.500000 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -771982.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -772201.062500 Penalty: 4254.737793
	Iteration 4F: 3 clusters Score -772201.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -772420.187500 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -772420.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -772650.500000 Penalty: 4254.737793
	Iteration 6F: 3 clusters Score -772650.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -772880.875000 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -772880.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -773102.312500 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -773102.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -773267.625000 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -773267.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -773397.875000 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -773397.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -773498.875000 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -773498.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -773550.000000 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -773550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -773584.937500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -773584.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -773611.812500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -773611.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -773637.312500 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -773637.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -773660.750000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -773660.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -773666.500000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -773666.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -773669.187500 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -773669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -773674.312500 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -773674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -773675.062500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -773675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -773676.687500 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -773676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -773678.625000 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -773678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -773678.125000 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -773678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -773678.375000 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -773678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -773678.375000 Penalty: 4254.737793
	Iteration 25F: 3 clusters Score -773678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -311882.937500 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -311882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -309237.343750 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -309237.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -309695.437500 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -309695.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -309838.437500 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -309838.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -309908.093750 Penalty: 3789.739502
	Iteration 3Q: 3 clusters Score -309908.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -309952.437500 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -309952.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -309994.312500 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -309994.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -310026.312500 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -310026.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -310052.125000 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -310052.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -310078.687500 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -310078.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -310105.343750 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -310105.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -310132.062500 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -310132.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -310176.218750 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -310176.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -310211.156250 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -310211.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -310250.468750 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -310250.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -310290.656250 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -310290.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -310323.843750 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -310323.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -310353.968750 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -310354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -310382.437500 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -310382.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -310407.000000 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -310407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -310421.843750 Penalty: 3789.739502
	Iteration 19Q: 3 clusters Score -310421.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -310439.625000 Penalty: 3789.739502
	Iteration 20F: 3 clusters Score -310439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -310458.187500 Penalty: 3789.739502
	Iteration 21Q: 3 clusters Score -310458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -310472.500000 Penalty: 3789.739502
	Iteration 22Q: 3 clusters Score -310472.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -310484.656250 Penalty: 3789.739502
	Iteration 23Q: 3 clusters Score -310484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -310495.906250 Penalty: 3789.739502
	Iteration 24Q: 3 clusters Score -310495.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -310517.062500 Penalty: 3789.739502
	Iteration 25Q: 3 clusters Score -310517.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -310544.343750 Penalty: 3789.739502
	Iteration 26Q: 3 clusters Score -310544.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -310565.062500 Penalty: 3789.739502
	Iteration 27Q: 3 clusters Score -310565.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -310583.718750 Penalty: 3789.739502
	Iteration 28Q: 3 clusters Score -310583.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -310597.218750 Penalty: 3789.739502
	Iteration 29Q: 3 clusters Score -310597.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -310606.718750 Penalty: 3789.739502
	Iteration 30Q: 3 clusters Score -310606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -310614.562500 Penalty: 3789.739502
	Iteration 31Q: 3 clusters Score -310614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -310621.968750 Penalty: 3789.739502
	Iteration 32Q: 3 clusters Score -310622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -310626.812500 Penalty: 3789.739502
	Iteration 33Q: 3 clusters Score -310626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -310633.062500 Penalty: 3789.739502
	Iteration 34Q: 3 clusters Score -310633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -310634.406250 Penalty: 3789.739502
	Iteration 35Q: 3 clusters Score -310634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -310638.968750 Penalty: 3789.739502
	Iteration 36Q: 3 clusters Score -310639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -310641.750000 Penalty: 3789.739502
	Iteration 37Q: 3 clusters Score -310641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -310646.375000 Penalty: 3789.739502
	Iteration 38Q: 3 clusters Score -310646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -310649.531250 Penalty: 3789.739502
	Iteration 39Q: 3 clusters Score -310649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -310650.718750 Penalty: 3789.739502
	Iteration 40F: 3 clusters Score -310650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -310651.812500 Penalty: 3789.739502
	Iteration 41Q: 3 clusters Score -310651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -310653.718750 Penalty: 3789.739502
	Iteration 42Q: 3 clusters Score -310653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -310654.687500 Penalty: 3789.739502
	Iteration 43Q: 3 clusters Score -310654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -310656.062500 Penalty: 3789.739502
	Iteration 44Q: 3 clusters Score -310656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -310656.343750 Penalty: 3789.739502
	Iteration 45Q: 3 clusters Score -310656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -310656.343750 Penalty: 3789.739502
	Iteration 46F: 3 clusters Score -310656.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -365129.187500 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -365129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -362317.156250 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -362317.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363248.843750 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -363248.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -363805.625000 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -363805.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -364320.437500 Penalty: 3883.891113
	Iteration 3F: 3 clusters Score -364320.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -364571.843750 Penalty: 3883.891113
	Iteration 4F: 3 clusters Score -364571.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -364664.312500 Penalty: 3883.891113
	Iteration 5Q: 3 clusters Score -364664.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -364700.156250 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -364700.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364726.000000 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -364726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -364739.250000 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -364739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364746.781250 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -364746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364751.281250 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -364751.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364755.312500 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -364755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -364760.281250 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -364760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -364764.500000 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -364764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -364767.468750 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -364767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364776.843750 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -364776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -364785.343750 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -364785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -364792.406250 Penalty: 3883.891113
	Iteration 17Q: 3 clusters Score -364792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -364794.031250 Penalty: 3883.891113
	Iteration 18Q: 3 clusters Score -364794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -364795.906250 Penalty: 3883.891113
	Iteration 19Q: 3 clusters Score -364795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -364795.906250 Penalty: 3883.891113
	Iteration 20F: 3 clusters Score -364795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -35852.320312 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -35852.32 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 157 members 
Entering Unmasked Estep 
Score: -34792.183594 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -34792.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35103.531250 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -35103.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35206.105469 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -35206.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35273.214844 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -35273.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35398.679688 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -35398.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35439.277344 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -35439.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35439.277344 Penalty: 2867.248779
	Iteration 6F: 3 clusters Score -35439.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -60441.632812 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -60441.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59077.265625 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -59077.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59300.980469 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -59300.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59380.781250 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -59380.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59408.687500 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -59408.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59422.734375 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -59422.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59429.742188 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -59429.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59432.554688 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -59432.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59434.714844 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -59434.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59434.714844 Penalty: 3047.516113
	Iteration 8F: 3 clusters Score -59434.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -340552.687500 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -340552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337738.000000 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -337738 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -338275.281250 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -338275.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -338406.000000 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -338406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338476.125000 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -338476.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -338530.562500 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -338530.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -338565.531250 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -338565.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -338587.062500 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -338587.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338608.593750 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -338608.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -338625.312500 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -338625.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -338640.406250 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -338640.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -338661.062500 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -338661.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338680.281250 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -338680.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -338695.468750 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -338695.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338715.750000 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -338715.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -338742.000000 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -338742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -338763.468750 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -338763.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -338783.125000 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -338783.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -338801.843750 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -338801.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -338821.187500 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -338821.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -338839.187500 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -338839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -338858.968750 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -338859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -338890.125000 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -338890.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -338926.468750 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -338926.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -338965.750000 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -338965.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -339005.031250 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -339005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -339055.156250 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -339055.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -339092.781250 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -339092.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -339116.562500 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -339116.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -339132.656250 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -339132.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -339142.937500 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -339142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -339149.718750 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -339149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -339156.406250 Penalty: 3835.037598
	Iteration 31Q: 3 clusters Score -339156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -339165.250000 Penalty: 3835.037598
	Iteration 32Q: 3 clusters Score -339165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339170.250000 Penalty: 3835.037598
	Iteration 33Q: 3 clusters Score -339170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -339173.687500 Penalty: 3835.037598
	Iteration 34Q: 3 clusters Score -339173.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -339176.406250 Penalty: 3835.037598
	Iteration 35Q: 3 clusters Score -339176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339177.562500 Penalty: 3835.037598
	Iteration 36Q: 3 clusters Score -339177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -339178.062500 Penalty: 3835.037598
	Iteration 37Q: 3 clusters Score -339178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -339180.656250 Penalty: 3835.037598
	Iteration 38Q: 3 clusters Score -339180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -339183.093750 Penalty: 3835.037598
	Iteration 39Q: 3 clusters Score -339183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -339185.500000 Penalty: 3835.037598
	Iteration 40F: 3 clusters Score -339185.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -339187.843750 Penalty: 3835.037598
	Iteration 41Q: 3 clusters Score -339187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -339190.875000 Penalty: 3835.037598
	Iteration 42Q: 3 clusters Score -339190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -339193.125000 Penalty: 3835.037598
	Iteration 43Q: 3 clusters Score -339193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -339194.750000 Penalty: 3835.037598
	Iteration 44Q: 3 clusters Score -339194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -339197.187500 Penalty: 3835.037598
	Iteration 45Q: 3 clusters Score -339197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339199.218750 Penalty: 3835.037598
	Iteration 46Q: 3 clusters Score -339199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -339200.750000 Penalty: 3835.037598
	Iteration 47Q: 3 clusters Score -339200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -339200.937500 Penalty: 3835.037598
	Iteration 48Q: 3 clusters Score -339200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -339202.406250 Penalty: 3835.037598
	Iteration 49Q: 3 clusters Score -339202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -339203.312500 Penalty: 3835.037598
	Iteration 50Q: 3 clusters Score -339203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -339203.312500 Penalty: 3835.037598
	Iteration 51F: 3 clusters Score -339203.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -236765.140625 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -236765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -234354.593750 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -234354.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -234893.500000 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -234893.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235226.765625 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -235226.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -235575.171875 Penalty: 3686.511963
	Iteration 3F: 3 clusters Score -235575.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235950.218750 Penalty: 3686.511963
	Iteration 4F: 3 clusters Score -235950.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -236385.937500 Penalty: 3686.511963
	Iteration 5F: 3 clusters Score -236385.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -236696.140625 Penalty: 3686.511963
	Iteration 6F: 3 clusters Score -236696.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236873.281250 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -236873.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236948.421875 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -236948.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -236975.406250 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -236975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236993.671875 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -236993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -237010.406250 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -237010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237028.671875 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -237028.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237034.484375 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -237034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -237036.437500 Penalty: 3686.511963
	Iteration 14Q: 3 clusters Score -237036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237037.406250 Penalty: 3686.511963
	Iteration 15Q: 3 clusters Score -237037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237037.406250 Penalty: 3686.511963
	Iteration 16F: 3 clusters Score -237037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 849 members 
Entering Unmasked Estep 
Score: -70317296.000000 Penalty: 136058.015625
Splitting cluster 25 changes total score from -70318304.000000 to -70317296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (184737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184737 members 
Entering Unmasked Estep 
Score: -28208016.000000 Penalty: 3007.418701
	Iteration 0F: 2 clusters Score -2.820802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -28092014.000000 Penalty: 6014.837402
	Iteration 0F: 3 clusters Score -2.809201e+07 nChanged 88681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -28144188.000000 Penalty: 6014.837402
	Iteration 1F: 3 clusters Score -2.814419e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -28145212.000000 Penalty: 6014.837402
	Iteration 2Q: 3 clusters Score -2.814521e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -28146308.000000 Penalty: 6014.837402
	Iteration 3Q: 3 clusters Score -2.814631e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -28147754.000000 Penalty: 6014.837402
	Iteration 4Q: 3 clusters Score -2.814775e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -28149894.000000 Penalty: 6014.837402
	Iteration 5Q: 3 clusters Score -2.814989e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -28153154.000000 Penalty: 6014.837402
	Iteration 6Q: 3 clusters Score -2.815315e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -28158402.000000 Penalty: 6014.837402
	Iteration 7F: 3 clusters Score -2.81584e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -28165934.000000 Penalty: 6014.837402
	Iteration 8F: 3 clusters Score -2.816593e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143014 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -28175370.000000 Penalty: 6014.837402
	Iteration 9F: 3 clusters Score -2.817537e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -28185308.000000 Penalty: 6014.837402
	Iteration 10F: 3 clusters Score -2.818531e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -28192742.000000 Penalty: 6014.837402
	Iteration 11F: 3 clusters Score -2.819274e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -28197742.000000 Penalty: 6014.837402
	Iteration 12Q: 3 clusters Score -2.819774e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177575 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -28200950.000000 Penalty: 6014.837402
	Iteration 13Q: 3 clusters Score -2.820095e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180897 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -28202972.000000 Penalty: 6014.837402
	Iteration 14Q: 3 clusters Score -2.820297e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182876 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -28204108.000000 Penalty: 6014.837402
	Iteration 15Q: 3 clusters Score -2.820411e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183773 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -28204714.000000 Penalty: 6014.837402
	Iteration 16Q: 3 clusters Score -2.820471e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -28205048.000000 Penalty: 6014.837402
	Iteration 17Q: 3 clusters Score -2.820505e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184264 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -28205180.000000 Penalty: 6014.837402
	Iteration 18Q: 3 clusters Score -2.820518e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184329 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28205248.000000 Penalty: 6014.837402
	Iteration 19Q: 3 clusters Score -2.820525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184374 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28205336.000000 Penalty: 6014.837402
	Iteration 20F: 3 clusters Score -2.820534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184395 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28205356.000000 Penalty: 6014.837402
	Iteration 21Q: 3 clusters Score -2.820536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28205380.000000 Penalty: 6014.837402
	Iteration 22Q: 3 clusters Score -2.820538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28205368.000000 Penalty: 6014.837402
	Iteration 23Q: 3 clusters Score -2.820537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28205386.000000 Penalty: 6014.837402
	Iteration 24Q: 3 clusters Score -2.820539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28205388.000000 Penalty: 6014.837402
	Iteration 25Q: 3 clusters Score -2.820539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28205400.000000 Penalty: 6014.837402
	Iteration 26Q: 3 clusters Score -2.82054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184439 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28205394.000000 Penalty: 6014.837402
	Iteration 27Q: 3 clusters Score -2.820539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184443 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28205386.000000 Penalty: 6014.837402
	Iteration 28Q: 3 clusters Score -2.820539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184443 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28205390.000000 Penalty: 6014.837402
	Iteration 29Q: 3 clusters Score -2.820539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184443 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28205392.000000 Penalty: 6014.837402
	Iteration 30Q: 3 clusters Score -2.820539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184443 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28205392.000000 Penalty: 6014.837402
	Iteration 31F: 3 clusters Score -2.820539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Entering Unmasked Estep 
Score: -4330904.000000 Penalty: 2545.927490
	Iteration 0F: 2 clusters Score -4330904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4311175.500000 Penalty: 5091.854980
	Iteration 0F: 3 clusters Score -4311176 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4318231.500000 Penalty: 5091.854980
	Iteration 1F: 3 clusters Score -4318232 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -4318733.500000 Penalty: 5091.854980
	Iteration 2Q: 3 clusters Score -4318734 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4319200.000000 Penalty: 5091.854980
	Iteration 3Q: 3 clusters Score -4319200 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4319648.000000 Penalty: 5091.854980
	Iteration 4Q: 3 clusters Score -4319648 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4320088.000000 Penalty: 5091.854980
	Iteration 5Q: 3 clusters Score -4320088 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4320574.000000 Penalty: 5091.854980
	Iteration 6Q: 3 clusters Score -4320574 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4321116.000000 Penalty: 5091.854980
	Iteration 7Q: 3 clusters Score -4321116 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4321660.500000 Penalty: 5091.854980
	Iteration 8Q: 3 clusters Score -4321660 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4322203.000000 Penalty: 5091.854980
	Iteration 9Q: 3 clusters Score -4322203 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4322784.500000 Penalty: 5091.854980
	Iteration 10Q: 3 clusters Score -4322784 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -4323369.000000 Penalty: 5091.854980
	Iteration 11Q: 3 clusters Score -4323369 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4323976.000000 Penalty: 5091.854980
	Iteration 12Q: 3 clusters Score -4323976 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4324627.500000 Penalty: 5091.854980
	Iteration 13Q: 3 clusters Score -4324628 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4325376.500000 Penalty: 5091.854980
	Iteration 14Q: 3 clusters Score -4325376 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4326200.500000 Penalty: 5091.854980
	Iteration 15Q: 3 clusters Score -4326200 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4327001.000000 Penalty: 5091.854980
	Iteration 16Q: 3 clusters Score -4327001 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4327601.000000 Penalty: 5091.854980
	Iteration 17Q: 3 clusters Score -4327601 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4327980.500000 Penalty: 5091.854980
	Iteration 18Q: 3 clusters Score -4327980 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4328264.000000 Penalty: 5091.854980
	Iteration 19Q: 3 clusters Score -4328264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4328447.000000 Penalty: 5091.854980
	Iteration 20F: 3 clusters Score -4328447 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4328529.000000 Penalty: 5091.854980
	Iteration 21Q: 3 clusters Score -4328529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4328591.000000 Penalty: 5091.854980
	Iteration 22Q: 3 clusters Score -4328591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4328624.000000 Penalty: 5091.854980
	Iteration 23Q: 3 clusters Score -4328624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4328661.000000 Penalty: 5091.854980
	Iteration 24Q: 3 clusters Score -4328661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4328677.500000 Penalty: 5091.854980
	Iteration 25Q: 3 clusters Score -4328678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4328686.500000 Penalty: 5091.854980
	Iteration 26Q: 3 clusters Score -4328686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4328694.500000 Penalty: 5091.854980
	Iteration 27Q: 3 clusters Score -4328694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4328703.500000 Penalty: 5091.854980
	Iteration 28Q: 3 clusters Score -4328704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4328709.000000 Penalty: 5091.854980
	Iteration 29Q: 3 clusters Score -4328709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4328719.500000 Penalty: 5091.854980
	Iteration 30Q: 3 clusters Score -4328720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4328727.000000 Penalty: 5091.854980
	Iteration 31Q: 3 clusters Score -4328727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4328727.500000 Penalty: 5091.854980
	Iteration 32Q: 3 clusters Score -4328728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4328725.500000 Penalty: 5091.854980
	Iteration 33Q: 3 clusters Score -4328726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4328727.500000 Penalty: 5091.854980
	Iteration 34Q: 3 clusters Score -4328728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4328729.500000 Penalty: 5091.854980
	Iteration 35Q: 3 clusters Score -4328730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4328729.000000 Penalty: 5091.854980
	Iteration 36Q: 3 clusters Score -4328729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4328731.000000 Penalty: 5091.854980
	Iteration 37Q: 3 clusters Score -4328731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4328734.000000 Penalty: 5091.854980
	Iteration 38Q: 3 clusters Score -4328734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4328734.000000 Penalty: 5091.854980
	Iteration 39Q: 3 clusters Score -4328734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4328737.500000 Penalty: 5091.854980
	Iteration 40F: 3 clusters Score -4328738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4328740.500000 Penalty: 5091.854980
	Iteration 41Q: 3 clusters Score -4328740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4328742.500000 Penalty: 5091.854980
	Iteration 42Q: 3 clusters Score -4328742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4328746.500000 Penalty: 5091.854980
	Iteration 43Q: 3 clusters Score -4328746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4328745.500000 Penalty: 5091.854980
	Iteration 44Q: 3 clusters Score -4328746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4328744.500000 Penalty: 5091.854980
	Iteration 45Q: 3 clusters Score -4328744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4328746.000000 Penalty: 5091.854980
	Iteration 46Q: 3 clusters Score -4328746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4328744.000000 Penalty: 5091.854980
	Iteration 47Q: 3 clusters Score -4328744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4328744.500000 Penalty: 5091.854980
	Iteration 48Q: 3 clusters Score -4328744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4328747.500000 Penalty: 5091.854980
	Iteration 49Q: 3 clusters Score -4328748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4328746.500000 Penalty: 5091.854980
	Iteration 50Q: 3 clusters Score -4328746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4328746.500000 Penalty: 5091.854980
	Iteration 51Q: 3 clusters Score -4328746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4328749.000000 Penalty: 5091.854980
	Iteration 52Q: 3 clusters Score -4328749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4328749.000000 Penalty: 5091.854980
	Iteration 53F: 3 clusters Score -4328749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -321285.687500 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -321285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -318543.500000 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -318543.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -319049.437500 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -319049.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -319177.750000 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -319177.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -319256.093750 Penalty: 3822.256836
	Iteration 3Q: 3 clusters Score -319256.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -319302.625000 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -319302.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319344.031250 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -319344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -319375.625000 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -319375.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -319399.093750 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -319399.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -319414.312500 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -319414.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -319423.750000 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -319423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -319433.093750 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -319433.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -319443.187500 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -319443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -319457.781250 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -319457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -319470.750000 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -319470.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -319483.625000 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -319483.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -319510.312500 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -319510.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -319536.281250 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -319536.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -319571.656250 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -319571.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -319607.656250 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -319607.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -319659.531250 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -319659.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -319713.312500 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -319713.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -319759.781250 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -319759.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -319835.812500 Penalty: 3822.256836
	Iteration 22Q: 3 clusters Score -319835.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -319904.562500 Penalty: 3822.256836
	Iteration 23Q: 3 clusters Score -319904.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -319963.437500 Penalty: 3822.256836
	Iteration 24Q: 3 clusters Score -319963.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -320021.125000 Penalty: 3822.256836
	Iteration 25Q: 3 clusters Score -320021.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -320075.937500 Penalty: 3822.256836
	Iteration 26Q: 3 clusters Score -320075.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -320130.062500 Penalty: 3822.256836
	Iteration 27Q: 3 clusters Score -320130.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -320181.593750 Penalty: 3822.256836
	Iteration 28Q: 3 clusters Score -320181.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -320226.468750 Penalty: 3822.256836
	Iteration 29Q: 3 clusters Score -320226.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -320264.031250 Penalty: 3822.256836
	Iteration 30Q: 3 clusters Score -320264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320290.281250 Penalty: 3822.256836
	Iteration 31Q: 3 clusters Score -320290.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -320313.687500 Penalty: 3822.256836
	Iteration 32Q: 3 clusters Score -320313.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -320330.156250 Penalty: 3822.256836
	Iteration 33Q: 3 clusters Score -320330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -320334.218750 Penalty: 3822.256836
	Iteration 34Q: 3 clusters Score -320334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -320337.750000 Penalty: 3822.256836
	Iteration 35Q: 3 clusters Score -320337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -320341.656250 Penalty: 3822.256836
	Iteration 36Q: 3 clusters Score -320341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -320342.875000 Penalty: 3822.256836
	Iteration 37Q: 3 clusters Score -320342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -320344.687500 Penalty: 3822.256836
	Iteration 38Q: 3 clusters Score -320344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -320345.875000 Penalty: 3822.256836
	Iteration 39Q: 3 clusters Score -320345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -320348.156250 Penalty: 3822.256836
	Iteration 40F: 3 clusters Score -320348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -320348.375000 Penalty: 3822.256836
	Iteration 41Q: 3 clusters Score -320348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -320350.343750 Penalty: 3822.256836
	Iteration 42Q: 3 clusters Score -320350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -320350.656250 Penalty: 3822.256836
	Iteration 43Q: 3 clusters Score -320350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320351.687500 Penalty: 3822.256836
	Iteration 44Q: 3 clusters Score -320351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -320352.500000 Penalty: 3822.256836
	Iteration 45Q: 3 clusters Score -320352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -320352.718750 Penalty: 3822.256836
	Iteration 46Q: 3 clusters Score -320352.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -320353.437500 Penalty: 3822.256836
	Iteration 47Q: 3 clusters Score -320353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -320354.250000 Penalty: 3822.256836
	Iteration 48Q: 3 clusters Score -320354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320354.906250 Penalty: 3822.256836
	Iteration 49Q: 3 clusters Score -320354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -320355.812500 Penalty: 3822.256836
	Iteration 50Q: 3 clusters Score -320355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -320356.375000 Penalty: 3822.256836
	Iteration 51Q: 3 clusters Score -320356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320358.062500 Penalty: 3822.256836
	Iteration 52Q: 3 clusters Score -320358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320358.593750 Penalty: 3822.256836
	Iteration 53Q: 3 clusters Score -320358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -320359.531250 Penalty: 3822.256836
	Iteration 54Q: 3 clusters Score -320359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -320360.781250 Penalty: 3822.256836
	Iteration 55Q: 3 clusters Score -320360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320361.562500 Penalty: 3822.256836
	Iteration 56Q: 3 clusters Score -320361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320361.562500 Penalty: 3822.256836
	Iteration 57F: 3 clusters Score -320361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -58883.789062 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -58883.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57490.621094 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -57490.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57758.875000 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -57758.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57931.906250 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -57931.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58093.460938 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -58093.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58741.406250 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -58741.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58911.863281 Penalty: 3027.977295
	Iteration 5F: 3 clusters Score -58911.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59065.546875 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -59065.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59154.449219 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -59154.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59190.761719 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -59190.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59205.187500 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -59205.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59205.187500 Penalty: 3027.977295
	Iteration 10F: 3 clusters Score -59205.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 344 members 
Entering Unmasked Estep 
Score: -70316944.000000 Penalty: 136058.015625
Splitting cluster 29 changes total score from -70318304.000000 to -70316944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -5500735.000000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -5500735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5476039.000000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -5476039 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5484908.500000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -5484908 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -5485476.500000 Penalty: 5205.720703
	Iteration 2Q: 3 clusters Score -5485476 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5486061.500000 Penalty: 5205.720703
	Iteration 3Q: 3 clusters Score -5486062 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5486670.500000 Penalty: 5205.720703
	Iteration 4Q: 3 clusters Score -5486670 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5487384.000000 Penalty: 5205.720703
	Iteration 5Q: 3 clusters Score -5487384 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5488348.500000 Penalty: 5205.720703
	Iteration 6F: 3 clusters Score -5488348 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -5489716.500000 Penalty: 5205.720703
	Iteration 7F: 3 clusters Score -5489716 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -5491440.500000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -5491440 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -5493316.500000 Penalty: 5205.720703
	Iteration 9F: 3 clusters Score -5493316 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5494930.000000 Penalty: 5205.720703
	Iteration 10F: 3 clusters Score -5494930 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -5496195.500000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -5496196 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5497038.000000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -5497038 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5497591.000000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -5497591 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5497950.500000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -5497950 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5498214.500000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -5498214 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5498388.500000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -5498388 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5498555.500000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -5498556 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5498701.500000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -5498702 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5498802.500000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -5498802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5498879.500000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -5498880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5498946.000000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -5498946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5499002.500000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -5499002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5499030.000000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -5499030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5499054.000000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -5499054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5499061.500000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -5499062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5499089.000000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -5499089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5499108.000000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -5499108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5499109.500000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -5499110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5499130.000000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -5499130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5499141.500000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -5499142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5499143.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -5499143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5499146.000000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -5499146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5499145.500000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -5499146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5499153.000000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -5499153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5499155.000000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -5499155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5499157.500000 Penalty: 5205.720703
	Iteration 36Q: 3 clusters Score -5499158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5499150.000000 Penalty: 5205.720703
	Iteration 37Q: 3 clusters Score -5499150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5499150.000000 Penalty: 5205.720703
	Iteration 38Q: 3 clusters Score -5499150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5499147.500000 Penalty: 5205.720703
	Iteration 39Q: 3 clusters Score -5499148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5499149.500000 Penalty: 5205.720703
	Iteration 40F: 3 clusters Score -5499150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5499152.500000 Penalty: 5205.720703
	Iteration 41Q: 3 clusters Score -5499152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5499152.500000 Penalty: 5205.720703
	Iteration 42F: 3 clusters Score -5499152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Entering Unmasked Estep 
Score: -6840342.000000 Penalty: 2654.972412
	Iteration 0F: 2 clusters Score -6840342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6810297.000000 Penalty: 5309.944824
	Iteration 0F: 3 clusters Score -6810297 nChanged 20462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -6821158.500000 Penalty: 5309.944824
	Iteration 1F: 3 clusters Score -6821158 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -6821676.500000 Penalty: 5309.944824
	Iteration 2Q: 3 clusters Score -6821676 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -6822185.000000 Penalty: 5309.944824
	Iteration 3Q: 3 clusters Score -6822185 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -6822734.500000 Penalty: 5309.944824
	Iteration 4Q: 3 clusters Score -6822734 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -6823508.500000 Penalty: 5309.944824
	Iteration 5Q: 3 clusters Score -6823508 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6824461.000000 Penalty: 5309.944824
	Iteration 6Q: 3 clusters Score -6824461 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -6825929.500000 Penalty: 5309.944824
	Iteration 7F: 3 clusters Score -6825930 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -6828047.000000 Penalty: 5309.944824
	Iteration 8F: 3 clusters Score -6828047 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -6830866.000000 Penalty: 5309.944824
	Iteration 9F: 3 clusters Score -6830866 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6833633.500000 Penalty: 5309.944824
	Iteration 10F: 3 clusters Score -6833634 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6835725.500000 Penalty: 5309.944824
	Iteration 11Q: 3 clusters Score -6835726 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6836921.500000 Penalty: 5309.944824
	Iteration 12Q: 3 clusters Score -6836922 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6837488.000000 Penalty: 5309.944824
	Iteration 13Q: 3 clusters Score -6837488 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6837767.000000 Penalty: 5309.944824
	Iteration 14Q: 3 clusters Score -6837767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6837917.000000 Penalty: 5309.944824
	Iteration 15Q: 3 clusters Score -6837917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6837990.000000 Penalty: 5309.944824
	Iteration 16Q: 3 clusters Score -6837990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6838017.500000 Penalty: 5309.944824
	Iteration 17Q: 3 clusters Score -6838018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6838042.000000 Penalty: 5309.944824
	Iteration 18Q: 3 clusters Score -6838042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6838056.500000 Penalty: 5309.944824
	Iteration 19Q: 3 clusters Score -6838056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6838054.500000 Penalty: 5309.944824
	Iteration 20F: 3 clusters Score -6838054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6838065.000000 Penalty: 5309.944824
	Iteration 21Q: 3 clusters Score -6838065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6838074.500000 Penalty: 5309.944824
	Iteration 22Q: 3 clusters Score -6838074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6838075.500000 Penalty: 5309.944824
	Iteration 23Q: 3 clusters Score -6838076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6838078.500000 Penalty: 5309.944824
	Iteration 24Q: 3 clusters Score -6838078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6838078.500000 Penalty: 5309.944824
	Iteration 25F: 3 clusters Score -6838078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -11606.326172 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -11606.33 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 68 members 
Entering Unmasked Estep 
Score: -10737.002930 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -10737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10895.135742 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -10895.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11018.940430 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -11018.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11058.154297 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -11058.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11072.531250 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -11072.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11085.272461 Penalty: 2447.499023
	Iteration 5Q: 3 clusters Score -11085.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11085.272461 Penalty: 2447.499023
	Iteration 6F: 3 clusters Score -11085.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -223152.296875 Penalty: 1838.215820
	Iteration 0F: 2 clusters Score -223152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220884.921875 Penalty: 3676.431641
	Iteration 0F: 3 clusters Score -220884.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221737.906250 Penalty: 3676.431641
	Iteration 1F: 3 clusters Score -221737.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222205.234375 Penalty: 3676.431641
	Iteration 2F: 3 clusters Score -222205.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -222577.093750 Penalty: 3676.431641
	Iteration 3F: 3 clusters Score -222577.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222831.921875 Penalty: 3676.431641
	Iteration 4F: 3 clusters Score -222831.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -223006.531250 Penalty: 3676.431641
	Iteration 5Q: 3 clusters Score -223006.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223141.578125 Penalty: 3676.431641
	Iteration 6Q: 3 clusters Score -223141.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -223219.562500 Penalty: 3676.431641
	Iteration 7Q: 3 clusters Score -223219.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223249.843750 Penalty: 3676.431641
	Iteration 8Q: 3 clusters Score -223249.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -223267.109375 Penalty: 3676.431641
	Iteration 9Q: 3 clusters Score -223267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -223275.734375 Penalty: 3676.431641
	Iteration 10Q: 3 clusters Score -223275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -223283.796875 Penalty: 3676.431641
	Iteration 11Q: 3 clusters Score -223283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -223287.062500 Penalty: 3676.431641
	Iteration 12Q: 3 clusters Score -223287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223287.468750 Penalty: 3676.431641
	Iteration 13Q: 3 clusters Score -223287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223287.468750 Penalty: 3676.431641
	Iteration 14F: 3 clusters Score -223287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 798 members 
Entering Unmasked Estep 
Score: -70317072.000000 Penalty: 136058.015625
Splitting cluster 33 changes total score from -70318304.000000 to -70317072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66001.101562 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64602.398438 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64602.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64937.160156 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -64937.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65132.742188 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -65132.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65197.804688 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -65197.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65270.312500 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -65270.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65339.566406 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -65339.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65384.355469 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -65384.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65397.765625 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -65397.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65409.910156 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -65409.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -65426.621094 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -65426.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65442.636719 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -65442.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65445.511719 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -65445.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65446.605469 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -65446.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65446.605469 Penalty: 3106.645508
	Iteration 13F: 3 clusters Score -65446.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -57591.355469 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -57591.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56199.863281 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -56199.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56420.757812 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -56420.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56609.714844 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -56609.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56712.312500 Penalty: 3045.382812
	Iteration 3F: 3 clusters Score -56712.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56754.773438 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -56754.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56816.222656 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -56816.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56867.187500 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -56867.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56927.238281 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -56927.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57003.734375 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -57003.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57070.199219 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -57070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57155.558594 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -57155.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57191.429688 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -57191.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57203.171875 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -57203.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57229.019531 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -57229.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57260.191406 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -57260.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57268.335938 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -57268.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57297.777344 Penalty: 3045.382812
	Iteration 16F: 3 clusters Score -57297.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57475.277344 Penalty: 3045.382812
	Iteration 17Q: 3 clusters Score -57475.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57525.027344 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -57525.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57525.027344 Penalty: 3045.382812
	Iteration 19F: 3 clusters Score -57525.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -22734.250000 Penalty: 1353.977295
	Iteration 0F: 2 clusters Score -22734.25 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 122 members 
Entering Unmasked Estep 
Score: -21919.240234 Penalty: 2707.954590
	Iteration 0F: 3 clusters Score -21919.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22251.222656 Penalty: 2707.954590
	Iteration 1F: 3 clusters Score -22251.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22411.818359 Penalty: 2707.954590
	Iteration 2F: 3 clusters Score -22411.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22505.701172 Penalty: 2707.954590
	Iteration 3Q: 3 clusters Score -22505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22620.699219 Penalty: 2707.954590
	Iteration 4Q: 3 clusters Score -22620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22630.623047 Penalty: 2707.954590
	Iteration 5Q: 3 clusters Score -22630.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22672.580078 Penalty: 2707.954590
	Iteration 6Q: 3 clusters Score -22672.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22764.087891 Penalty: 2707.954590
	Iteration 7Q: 3 clusters Score -22764.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22850.007812 Penalty: 2707.954590
	Iteration 8Q: 3 clusters Score -22850.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22873.429688 Penalty: 2707.954590
	Iteration 9Q: 3 clusters Score -22873.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22880.646484 Penalty: 2707.954590
	Iteration 10Q: 3 clusters Score -22880.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22892.742188 Penalty: 2707.954590
	Iteration 11Q: 3 clusters Score -22892.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22892.742188 Penalty: 2707.954590
	Iteration 12F: 3 clusters Score -22892.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 71 members 
Entering Unmasked Estep 
Score: -70316552.000000 Penalty: 136058.015625
Splitting cluster 36 changes total score from -70318304.000000 to -70316552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -76396.679688 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -76396.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74866.828125 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -74866.83 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75091.132812 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -75091.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75174.882812 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -75174.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75232.687500 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -75232.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75259.015625 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -75259.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75281.281250 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -75281.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75304.992188 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -75304.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75330.812500 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -75330.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75339.546875 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -75339.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75347.562500 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -75347.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75349.976562 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -75349.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75349.976562 Penalty: 3143.942627
	Iteration 11F: 3 clusters Score -75349.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -20458.468750 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -20458.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19477.488281 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -19477.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19682.447266 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -19682.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19806.505859 Penalty: 2620.468994
	Iteration 2F: 3 clusters Score -19806.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19849.658203 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -19849.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19881.388672 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -19881.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19942.523438 Penalty: 2620.468994
	Iteration 5Q: 3 clusters Score -19942.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19950.886719 Penalty: 2620.468994
	Iteration 6Q: 3 clusters Score -19950.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19950.886719 Penalty: 2620.468994
	Iteration 7F: 3 clusters Score -19950.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (20600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Entering Unmasked Estep 
Score: -3203013.750000 Penalty: 2463.395508
	Iteration 0F: 2 clusters Score -3203014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3188570.000000 Penalty: 4926.791016
	Iteration 0F: 3 clusters Score -3188570 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3193494.500000 Penalty: 4926.791016
	Iteration 1F: 3 clusters Score -3193494 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3193990.250000 Penalty: 4926.791016
	Iteration 2F: 3 clusters Score -3193990 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3194457.750000 Penalty: 4926.791016
	Iteration 3F: 3 clusters Score -3194458 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3194899.500000 Penalty: 4926.791016
	Iteration 4Q: 3 clusters Score -3194900 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3195455.000000 Penalty: 4926.791016
	Iteration 5Q: 3 clusters Score -3195455 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3196069.500000 Penalty: 4926.791016
	Iteration 6F: 3 clusters Score -3196070 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3196758.250000 Penalty: 4926.791016
	Iteration 7F: 3 clusters Score -3196758 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3197526.250000 Penalty: 4926.791016
	Iteration 8F: 3 clusters Score -3197526 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3198303.500000 Penalty: 4926.791016
	Iteration 9F: 3 clusters Score -3198304 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3199075.250000 Penalty: 4926.791016
	Iteration 10Q: 3 clusters Score -3199075 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3199709.500000 Penalty: 4926.791016
	Iteration 11Q: 3 clusters Score -3199710 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3200133.250000 Penalty: 4926.791016
	Iteration 12Q: 3 clusters Score -3200133 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3200404.750000 Penalty: 4926.791016
	Iteration 13Q: 3 clusters Score -3200405 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3200569.750000 Penalty: 4926.791016
	Iteration 14Q: 3 clusters Score -3200570 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3200665.500000 Penalty: 4926.791016
	Iteration 15Q: 3 clusters Score -3200666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3200728.500000 Penalty: 4926.791016
	Iteration 16Q: 3 clusters Score -3200728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3200781.500000 Penalty: 4926.791016
	Iteration 17Q: 3 clusters Score -3200782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3200804.750000 Penalty: 4926.791016
	Iteration 18Q: 3 clusters Score -3200805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3200816.750000 Penalty: 4926.791016
	Iteration 19Q: 3 clusters Score -3200817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3200828.250000 Penalty: 4926.791016
	Iteration 20F: 3 clusters Score -3200828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3200832.500000 Penalty: 4926.791016
	Iteration 21Q: 3 clusters Score -3200832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3200842.000000 Penalty: 4926.791016
	Iteration 22Q: 3 clusters Score -3200842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3200850.750000 Penalty: 4926.791016
	Iteration 23Q: 3 clusters Score -3200851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3200856.500000 Penalty: 4926.791016
	Iteration 24Q: 3 clusters Score -3200856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3200861.250000 Penalty: 4926.791016
	Iteration 25Q: 3 clusters Score -3200861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3200863.000000 Penalty: 4926.791016
	Iteration 26Q: 3 clusters Score -3200863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3200864.500000 Penalty: 4926.791016
	Iteration 27Q: 3 clusters Score -3200864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3200864.500000 Penalty: 4926.791016
	Iteration 28F: 3 clusters Score -3200864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -14125.596680 Penalty: 1230.785522
	Iteration 0F: 2 clusters Score -14125.6 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 70 members 
Entering Unmasked Estep 
Score: -13455.986328 Penalty: 2461.571045
	Iteration 0F: 3 clusters Score -13455.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13532.576172 Penalty: 2461.571045
	Iteration 1F: 3 clusters Score -13532.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13546.808594 Penalty: 2461.571045
	Iteration 2Q: 3 clusters Score -13546.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13546.808594 Penalty: 2461.571045
	Iteration 3F: 3 clusters Score -13546.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -37145.183594 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -37145.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36023.277344 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -36023.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36127.632812 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -36127.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36166.777344 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -36166.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36183.328125 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -36183.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36196.535156 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -36196.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36200.132812 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -36200.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36200.132812 Penalty: 2782.298096
	Iteration 6F: 3 clusters Score -36200.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318336.000000 Penalty: 132818.546875
Iteration 239Q: 42 clusters Score -7.031834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70318336.000000 Penalty: 132818.546875
Iteration 240F: 42 clusters Score -7.031834e+07 nChanged 0
Entering ConstructFrom: 
Score: -70318336.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -167123.265625 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -167123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -165057.765625 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -165057.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165372.781250 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -165372.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -165503.828125 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -165503.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165627.390625 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -165627.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -165697.703125 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -165697.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -165742.984375 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -165743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -165795.531250 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -165795.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -165838.953125 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -165839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -165868.703125 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -165868.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -165893.046875 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -165893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -165915.984375 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -165916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -165931.921875 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -165931.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165951.140625 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -165951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -165964.953125 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -165965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -165975.312500 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -165975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -165998.203125 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -165998.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -166025.546875 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -166025.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -166060.750000 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -166060.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -166119.171875 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -166119.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166174.796875 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -166174.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -166203.828125 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -166203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -166226.000000 Penalty: 3512.944092
	Iteration 21Q: 3 clusters Score -166226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -166234.796875 Penalty: 3512.944092
	Iteration 22Q: 3 clusters Score -166234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -166247.968750 Penalty: 3512.944092
	Iteration 23Q: 3 clusters Score -166248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -166254.453125 Penalty: 3512.944092
	Iteration 24Q: 3 clusters Score -166254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -166261.343750 Penalty: 3512.944092
	Iteration 25Q: 3 clusters Score -166261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -166268.203125 Penalty: 3512.944092
	Iteration 26Q: 3 clusters Score -166268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -166277.265625 Penalty: 3512.944092
	Iteration 27Q: 3 clusters Score -166277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -166283.765625 Penalty: 3512.944092
	Iteration 28Q: 3 clusters Score -166283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -166288.812500 Penalty: 3512.944092
	Iteration 29Q: 3 clusters Score -166288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -166292.312500 Penalty: 3512.944092
	Iteration 30Q: 3 clusters Score -166292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -166294.812500 Penalty: 3512.944092
	Iteration 31Q: 3 clusters Score -166294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -166298.750000 Penalty: 3512.944092
	Iteration 32Q: 3 clusters Score -166298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -166299.515625 Penalty: 3512.944092
	Iteration 33Q: 3 clusters Score -166299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -166299.515625 Penalty: 3512.944092
	Iteration 34F: 3 clusters Score -166299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -217433.000000 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -217433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -215143.296875 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -215143.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -215656.812500 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -215656.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -215894.218750 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -215894.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -216136.109375 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -216136.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -216517.171875 Penalty: 3669.190430
	Iteration 4F: 3 clusters Score -216517.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -216791.468750 Penalty: 3669.190430
	Iteration 5F: 3 clusters Score -216791.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -216958.234375 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -216958.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -217085.640625 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -217085.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -217142.656250 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -217142.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -217179.750000 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -217179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -217208.625000 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -217208.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -217232.734375 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -217232.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -217245.812500 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -217245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -217261.875000 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -217261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -217273.890625 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -217273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -217284.203125 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -217284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -217291.093750 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -217291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -217294.718750 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -217294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -217295.796875 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -217295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -217297.859375 Penalty: 3669.190430
	Iteration 19Q: 3 clusters Score -217297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -217299.375000 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -217299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -217302.984375 Penalty: 3669.190430
	Iteration 21Q: 3 clusters Score -217303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -217305.593750 Penalty: 3669.190430
	Iteration 22Q: 3 clusters Score -217305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -217309.843750 Penalty: 3669.190430
	Iteration 23Q: 3 clusters Score -217309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -217315.796875 Penalty: 3669.190430
	Iteration 24Q: 3 clusters Score -217315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -217319.671875 Penalty: 3669.190430
	Iteration 25Q: 3 clusters Score -217319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -217322.906250 Penalty: 3669.190430
	Iteration 26Q: 3 clusters Score -217322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -217324.796875 Penalty: 3669.190430
	Iteration 27Q: 3 clusters Score -217324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -217324.937500 Penalty: 3669.190430
	Iteration 28Q: 3 clusters Score -217324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -217325.406250 Penalty: 3669.190430
	Iteration 29Q: 3 clusters Score -217325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217325.796875 Penalty: 3669.190430
	Iteration 30Q: 3 clusters Score -217325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217325.796875 Penalty: 3669.190430
	Iteration 31F: 3 clusters Score -217325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -84133.671875 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -84133.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82644.070312 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -82644.07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83086.523438 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -83086.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83407.054688 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -83407.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83732.398438 Penalty: 3214.102051
	Iteration 3F: 3 clusters Score -83732.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -83855.679688 Penalty: 3214.102051
	Iteration 4F: 3 clusters Score -83855.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -83926.023438 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -83926.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -83978.234375 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -83978.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84022.156250 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -84022.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84043.210938 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -84043.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84044.648438 Penalty: 3214.102051
	Iteration 9F: 3 clusters Score -84044.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -84069.648438 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -84069.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84075.210938 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -84075.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -84080.406250 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -84080.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -84081.492188 Penalty: 3214.102051
	Iteration 13Q: 3 clusters Score -84081.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -84081.492188 Penalty: 3214.102051
	Iteration 14F: 3 clusters Score -84081.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1776663.125000 Penalty: 2334.958984
	Iteration 0F: 2 clusters Score -1776663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1767481.750000 Penalty: 4669.917969
	Iteration 0F: 3 clusters Score -1767482 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1770482.500000 Penalty: 4669.917969
	Iteration 1F: 3 clusters Score -1770482 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1771105.000000 Penalty: 4669.917969
	Iteration 2F: 3 clusters Score -1771105 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1771641.125000 Penalty: 4669.917969
	Iteration 3F: 3 clusters Score -1771641 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1772159.000000 Penalty: 4669.917969
	Iteration 4F: 3 clusters Score -1772159 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1772649.375000 Penalty: 4669.917969
	Iteration 5F: 3 clusters Score -1772649 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1773103.500000 Penalty: 4669.917969
	Iteration 6F: 3 clusters Score -1773104 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1773555.875000 Penalty: 4669.917969
	Iteration 7F: 3 clusters Score -1773556 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1774020.750000 Penalty: 4669.917969
	Iteration 8Q: 3 clusters Score -1774021 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1774400.750000 Penalty: 4669.917969
	Iteration 9Q: 3 clusters Score -1774401 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1774682.375000 Penalty: 4669.917969
	Iteration 10Q: 3 clusters Score -1774682 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1774893.625000 Penalty: 4669.917969
	Iteration 11Q: 3 clusters Score -1774894 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1775029.750000 Penalty: 4669.917969
	Iteration 12Q: 3 clusters Score -1775030 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1775125.625000 Penalty: 4669.917969
	Iteration 13Q: 3 clusters Score -1775126 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1775215.250000 Penalty: 4669.917969
	Iteration 14Q: 3 clusters Score -1775215 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1775304.375000 Penalty: 4669.917969
	Iteration 15Q: 3 clusters Score -1775304 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1775397.250000 Penalty: 4669.917969
	Iteration 16Q: 3 clusters Score -1775397 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1775476.625000 Penalty: 4669.917969
	Iteration 17Q: 3 clusters Score -1775477 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1775545.625000 Penalty: 4669.917969
	Iteration 18Q: 3 clusters Score -1775546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1775601.500000 Penalty: 4669.917969
	Iteration 19Q: 3 clusters Score -1775602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1775676.625000 Penalty: 4669.917969
	Iteration 20F: 3 clusters Score -1775677 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1775754.000000 Penalty: 4669.917969
	Iteration 21Q: 3 clusters Score -1775754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1775821.375000 Penalty: 4669.917969
	Iteration 22Q: 3 clusters Score -1775821 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1775894.000000 Penalty: 4669.917969
	Iteration 23Q: 3 clusters Score -1775894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1775962.500000 Penalty: 4669.917969
	Iteration 24Q: 3 clusters Score -1775962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1776054.375000 Penalty: 4669.917969
	Iteration 25Q: 3 clusters Score -1776054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1776154.000000 Penalty: 4669.917969
	Iteration 26Q: 3 clusters Score -1776154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1776238.250000 Penalty: 4669.917969
	Iteration 27Q: 3 clusters Score -1776238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1776297.500000 Penalty: 4669.917969
	Iteration 28Q: 3 clusters Score -1776298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1776349.375000 Penalty: 4669.917969
	Iteration 29Q: 3 clusters Score -1776349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1776390.875000 Penalty: 4669.917969
	Iteration 30Q: 3 clusters Score -1776391 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1776422.750000 Penalty: 4669.917969
	Iteration 31Q: 3 clusters Score -1776423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1776447.500000 Penalty: 4669.917969
	Iteration 32Q: 3 clusters Score -1776448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1776467.250000 Penalty: 4669.917969
	Iteration 33Q: 3 clusters Score -1776467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1776489.000000 Penalty: 4669.917969
	Iteration 34Q: 3 clusters Score -1776489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1776509.250000 Penalty: 4669.917969
	Iteration 35Q: 3 clusters Score -1776509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1776514.750000 Penalty: 4669.917969
	Iteration 36Q: 3 clusters Score -1776515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1776517.875000 Penalty: 4669.917969
	Iteration 37Q: 3 clusters Score -1776518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1776523.375000 Penalty: 4669.917969
	Iteration 38Q: 3 clusters Score -1776523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1776528.500000 Penalty: 4669.917969
	Iteration 39Q: 3 clusters Score -1776528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1776538.875000 Penalty: 4669.917969
	Iteration 40F: 3 clusters Score -1776539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1776541.000000 Penalty: 4669.917969
	Iteration 41Q: 3 clusters Score -1776541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1776545.250000 Penalty: 4669.917969
	Iteration 42Q: 3 clusters Score -1776545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1776549.500000 Penalty: 4669.917969
	Iteration 43Q: 3 clusters Score -1776550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1776550.625000 Penalty: 4669.917969
	Iteration 44Q: 3 clusters Score -1776551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1776551.750000 Penalty: 4669.917969
	Iteration 45Q: 3 clusters Score -1776552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1776551.625000 Penalty: 4669.917969
	Iteration 46Q: 3 clusters Score -1776552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1776551.625000 Penalty: 4669.917969
	Iteration 47F: 3 clusters Score -1776552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34886.582031 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34886.58 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 122 members 
Entering Unmasked Estep 
Score: -33669.449219 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33669.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33745.144531 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33745.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33760.121094 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33760.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33771.625000 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33771.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33778.085938 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -33778.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33778.085938 Penalty: 2742.596680
	Iteration 5F: 3 clusters Score -33778.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -55721.730469 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -55721.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54393.320312 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -54393.32 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54671.757812 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -54671.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54774.953125 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -54774.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54862.894531 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -54862.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54892.210938 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -54892.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54905.347656 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -54905.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54912.093750 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -54912.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54929.789062 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -54929.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54937.140625 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -54937.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54949.812500 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -54949.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54950.167969 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -54950.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54950.613281 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -54950.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54950.613281 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -54950.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1756067.625000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -1756068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1747368.250000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -1747368 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1749817.000000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -1749817 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1750118.875000 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -1750119 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1750349.250000 Penalty: 4644.333496
	Iteration 3Q: 3 clusters Score -1750349 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1750503.250000 Penalty: 4644.333496
	Iteration 4Q: 3 clusters Score -1750503 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1750612.750000 Penalty: 4644.333496
	Iteration 5Q: 3 clusters Score -1750613 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1750691.000000 Penalty: 4644.333496
	Iteration 6Q: 3 clusters Score -1750691 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1750746.625000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -1750747 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1750796.500000 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -1750796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1750844.000000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -1750844 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1750889.375000 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -1750889 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1750929.500000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -1750930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1750977.500000 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -1750978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1751012.750000 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -1751013 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1751046.000000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -1751046 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1751074.750000 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -1751075 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1751125.125000 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -1751125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1751158.250000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -1751158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1751194.250000 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -1751194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1751233.000000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -1751233 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1751268.375000 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -1751268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1751307.250000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -1751307 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1751350.125000 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -1751350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1751395.625000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -1751396 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1751462.750000 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -1751463 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1751527.000000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -1751527 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1751596.375000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -1751596 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1751655.250000 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -1751655 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1751722.625000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -1751723 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1751791.375000 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -1751791 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1751868.750000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -1751869 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1751956.125000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -1751956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1752041.500000 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -1752042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1752131.000000 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -1752131 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1752236.250000 Penalty: 4644.333496
	Iteration 34Q: 3 clusters Score -1752236 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1752329.500000 Penalty: 4644.333496
	Iteration 35Q: 3 clusters Score -1752330 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1752436.000000 Penalty: 4644.333496
	Iteration 36Q: 3 clusters Score -1752436 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1752557.000000 Penalty: 4644.333496
	Iteration 37Q: 3 clusters Score -1752557 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1752671.750000 Penalty: 4644.333496
	Iteration 38Q: 3 clusters Score -1752672 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1752802.000000 Penalty: 4644.333496
	Iteration 39Q: 3 clusters Score -1752802 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1752925.750000 Penalty: 4644.333496
	Iteration 40F: 3 clusters Score -1752926 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1753051.125000 Penalty: 4644.333496
	Iteration 41Q: 3 clusters Score -1753051 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1753168.500000 Penalty: 4644.333496
	Iteration 42Q: 3 clusters Score -1753168 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1753260.500000 Penalty: 4644.333496
	Iteration 43Q: 3 clusters Score -1753260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1753343.250000 Penalty: 4644.333496
	Iteration 44Q: 3 clusters Score -1753343 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1753442.500000 Penalty: 4644.333496
	Iteration 45Q: 3 clusters Score -1753442 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1753515.750000 Penalty: 4644.333496
	Iteration 46Q: 3 clusters Score -1753516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1753574.125000 Penalty: 4644.333496
	Iteration 47Q: 3 clusters Score -1753574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1753641.875000 Penalty: 4644.333496
	Iteration 48Q: 3 clusters Score -1753642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1753698.000000 Penalty: 4644.333496
	Iteration 49Q: 3 clusters Score -1753698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1753757.500000 Penalty: 4644.333496
	Iteration 50Q: 3 clusters Score -1753758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1753803.500000 Penalty: 4644.333496
	Iteration 51Q: 3 clusters Score -1753804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1753848.875000 Penalty: 4644.333496
	Iteration 52Q: 3 clusters Score -1753849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1753890.625000 Penalty: 4644.333496
	Iteration 53Q: 3 clusters Score -1753891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1753917.750000 Penalty: 4644.333496
	Iteration 54Q: 3 clusters Score -1753918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1753931.750000 Penalty: 4644.333496
	Iteration 55Q: 3 clusters Score -1753932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1753946.250000 Penalty: 4644.333496
	Iteration 56Q: 3 clusters Score -1753946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1753955.625000 Penalty: 4644.333496
	Iteration 57Q: 3 clusters Score -1753956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1753972.000000 Penalty: 4644.333496
	Iteration 58Q: 3 clusters Score -1753972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1753988.875000 Penalty: 4644.333496
	Iteration 59Q: 3 clusters Score -1753989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1754013.750000 Penalty: 4644.333496
	Iteration 60F: 3 clusters Score -1754014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1754028.750000 Penalty: 4644.333496
	Iteration 61Q: 3 clusters Score -1754029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1754048.375000 Penalty: 4644.333496
	Iteration 62Q: 3 clusters Score -1754048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1754058.500000 Penalty: 4644.333496
	Iteration 63Q: 3 clusters Score -1754058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1754069.625000 Penalty: 4644.333496
	Iteration 64Q: 3 clusters Score -1754070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1754081.625000 Penalty: 4644.333496
	Iteration 65Q: 3 clusters Score -1754082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1754095.000000 Penalty: 4644.333496
	Iteration 66Q: 3 clusters Score -1754095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1754106.125000 Penalty: 4644.333496
	Iteration 67Q: 3 clusters Score -1754106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1754109.125000 Penalty: 4644.333496
	Iteration 68Q: 3 clusters Score -1754109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1754119.625000 Penalty: 4644.333496
	Iteration 69Q: 3 clusters Score -1754120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1754124.125000 Penalty: 4644.333496
	Iteration 70Q: 3 clusters Score -1754124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1754126.625000 Penalty: 4644.333496
	Iteration 71Q: 3 clusters Score -1754127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1754133.875000 Penalty: 4644.333496
	Iteration 72Q: 3 clusters Score -1754134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1754140.625000 Penalty: 4644.333496
	Iteration 73Q: 3 clusters Score -1754141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1754142.750000 Penalty: 4644.333496
	Iteration 74Q: 3 clusters Score -1754143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1754149.625000 Penalty: 4644.333496
	Iteration 75Q: 3 clusters Score -1754150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1754155.125000 Penalty: 4644.333496
	Iteration 76Q: 3 clusters Score -1754155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1754157.875000 Penalty: 4644.333496
	Iteration 77Q: 3 clusters Score -1754158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1754156.375000 Penalty: 4644.333496
	Iteration 78Q: 3 clusters Score -1754156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1754159.875000 Penalty: 4644.333496
	Iteration 79Q: 3 clusters Score -1754160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1754164.375000 Penalty: 4644.333496
	Iteration 80F: 3 clusters Score -1754164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1754166.625000 Penalty: 4644.333496
	Iteration 81Q: 3 clusters Score -1754167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1754166.375000 Penalty: 4644.333496
	Iteration 82Q: 3 clusters Score -1754166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1754166.375000 Penalty: 4644.333496
	Iteration 83Q: 3 clusters Score -1754166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1754167.125000 Penalty: 4644.333496
	Iteration 84Q: 3 clusters Score -1754167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1754170.250000 Penalty: 4644.333496
	Iteration 85Q: 3 clusters Score -1754170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1754172.375000 Penalty: 4644.333496
	Iteration 86Q: 3 clusters Score -1754172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1754177.375000 Penalty: 4644.333496
	Iteration 87Q: 3 clusters Score -1754177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1754178.250000 Penalty: 4644.333496
	Iteration 88Q: 3 clusters Score -1754178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1754180.625000 Penalty: 4644.333496
	Iteration 89Q: 3 clusters Score -1754181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1754181.875000 Penalty: 4644.333496
	Iteration 90Q: 3 clusters Score -1754182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1754181.625000 Penalty: 4644.333496
	Iteration 91Q: 3 clusters Score -1754182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1754182.250000 Penalty: 4644.333496
	Iteration 92Q: 3 clusters Score -1754182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1754183.000000 Penalty: 4644.333496
	Iteration 93Q: 3 clusters Score -1754183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1754183.875000 Penalty: 4644.333496
	Iteration 94Q: 3 clusters Score -1754184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1754185.000000 Penalty: 4644.333496
	Iteration 95Q: 3 clusters Score -1754185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1754188.125000 Penalty: 4644.333496
	Iteration 96Q: 3 clusters Score -1754188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1754187.500000 Penalty: 4644.333496
	Iteration 97Q: 3 clusters Score -1754188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1754190.500000 Penalty: 4644.333496
	Iteration 98Q: 3 clusters Score -1754190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1754191.375000 Penalty: 4644.333496
	Iteration 99Q: 3 clusters Score -1754191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1754195.750000 Penalty: 4644.333496
	Iteration 100F: 3 clusters Score -1754196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1754202.250000 Penalty: 4644.333496
	Iteration 101Q: 3 clusters Score -1754202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1754209.250000 Penalty: 4644.333496
	Iteration 102Q: 3 clusters Score -1754209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1754208.000000 Penalty: 4644.333496
	Iteration 103Q: 3 clusters Score -1754208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1754211.250000 Penalty: 4644.333496
	Iteration 104Q: 3 clusters Score -1754211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1754214.375000 Penalty: 4644.333496
	Iteration 105Q: 3 clusters Score -1754214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1754214.000000 Penalty: 4644.333496
	Iteration 106Q: 3 clusters Score -1754214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1754213.875000 Penalty: 4644.333496
	Iteration 107Q: 3 clusters Score -1754214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1754214.000000 Penalty: 4644.333496
	Iteration 108Q: 3 clusters Score -1754214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1754215.250000 Penalty: 4644.333496
	Iteration 109Q: 3 clusters Score -1754215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1754215.250000 Penalty: 4644.333496
	Iteration 110F: 3 clusters Score -1754215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -348562.781250 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -348562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -345712.500000 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -345712.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -346317.125000 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -346317.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -346483.218750 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -346483.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -346566.156250 Penalty: 3844.518555
	Iteration 3Q: 3 clusters Score -346566.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -346601.843750 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -346601.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -346631.500000 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -346631.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -346656.781250 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -346656.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -346676.031250 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -346676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -346694.218750 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -346694.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -346721.093750 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -346721.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -346751.687500 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -346751.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -346783.718750 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -346783.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -346812.343750 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -346812.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -346849.531250 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -346849.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -346879.968750 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -346880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -346919.062500 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -346919.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -346942.343750 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -346942.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -346958.593750 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -346958.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -346979.968750 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -346980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -346993.781250 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -346993.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -347005.343750 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -347005.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -347013.218750 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -347013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -347020.562500 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -347020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -347024.281250 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -347024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -347025.125000 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -347025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -347025.125000 Penalty: 3844.518555
	Iteration 25F: 3 clusters Score -347025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Entering Unmasked Estep 
Score: -1382181.375000 Penalty: 2259.024902
	Iteration 0F: 2 clusters Score -1382181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1375074.875000 Penalty: 4518.049805
	Iteration 0F: 3 clusters Score -1375075 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1377063.625000 Penalty: 4518.049805
	Iteration 1F: 3 clusters Score -1377064 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1377401.750000 Penalty: 4518.049805
	Iteration 2F: 3 clusters Score -1377402 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1377757.625000 Penalty: 4518.049805
	Iteration 3F: 3 clusters Score -1377758 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1378209.750000 Penalty: 4518.049805
	Iteration 4F: 3 clusters Score -1378210 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1378797.125000 Penalty: 4518.049805
	Iteration 5F: 3 clusters Score -1378797 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1379355.500000 Penalty: 4518.049805
	Iteration 6F: 3 clusters Score -1379356 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1379860.750000 Penalty: 4518.049805
	Iteration 7F: 3 clusters Score -1379861 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1380264.875000 Penalty: 4518.049805
	Iteration 8F: 3 clusters Score -1380265 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1380602.625000 Penalty: 4518.049805
	Iteration 9Q: 3 clusters Score -1380603 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1380854.750000 Penalty: 4518.049805
	Iteration 10Q: 3 clusters Score -1380855 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1381032.375000 Penalty: 4518.049805
	Iteration 11Q: 3 clusters Score -1381032 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1381167.750000 Penalty: 4518.049805
	Iteration 12Q: 3 clusters Score -1381168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1381258.750000 Penalty: 4518.049805
	Iteration 13Q: 3 clusters Score -1381259 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1381319.500000 Penalty: 4518.049805
	Iteration 14Q: 3 clusters Score -1381320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1381360.250000 Penalty: 4518.049805
	Iteration 15Q: 3 clusters Score -1381360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1381380.250000 Penalty: 4518.049805
	Iteration 16Q: 3 clusters Score -1381380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1381403.750000 Penalty: 4518.049805
	Iteration 17Q: 3 clusters Score -1381404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1381414.250000 Penalty: 4518.049805
	Iteration 18Q: 3 clusters Score -1381414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1381421.875000 Penalty: 4518.049805
	Iteration 19Q: 3 clusters Score -1381422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1381429.875000 Penalty: 4518.049805
	Iteration 20F: 3 clusters Score -1381430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1381434.875000 Penalty: 4518.049805
	Iteration 21Q: 3 clusters Score -1381435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1381438.875000 Penalty: 4518.049805
	Iteration 22Q: 3 clusters Score -1381439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1381440.375000 Penalty: 4518.049805
	Iteration 23Q: 3 clusters Score -1381440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1381438.750000 Penalty: 4518.049805
	Iteration 24Q: 3 clusters Score -1381439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1381438.750000 Penalty: 4518.049805
	Iteration 25F: 3 clusters Score -1381439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -113544.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -113544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111753.132812 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -111753.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112104.437500 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -112104.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112449.765625 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -112449.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112956.296875 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -112956.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113243.414062 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -113243.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -113423.773438 Penalty: 3328.419434
	Iteration 5F: 3 clusters Score -113423.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -113516.117188 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -113516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -113552.859375 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -113552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -113567.929688 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -113567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -113578.609375 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -113578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -113587.375000 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -113587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -113591.382812 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -113591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -113591.382812 Penalty: 3328.419434
	Iteration 12F: 3 clusters Score -113591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 190 members 
Entering Unmasked Estep 
Score: -70316792.000000 Penalty: 136058.015625
Splitting cluster 10 changes total score from -70318336.000000 to -70316792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -253163.859375 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -253163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250689.500000 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -250689.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -251085.921875 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -251085.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -251195.218750 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -251195.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -251252.203125 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -251252.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -251313.515625 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -251313.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -251363.156250 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -251363.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251402.031250 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -251402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -251434.765625 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -251434.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -251465.000000 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -251465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251491.515625 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -251491.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251508.031250 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -251508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -251522.500000 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -251522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -251530.234375 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -251530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -251535.500000 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -251535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -251541.187500 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -251541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -251545.015625 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -251545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -251548.796875 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -251548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -251553.296875 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -251553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -251554.421875 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -251554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -251555.875000 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -251555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -251556.718750 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -251556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -251559.515625 Penalty: 3696.679199
	Iteration 21Q: 3 clusters Score -251559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -251562.218750 Penalty: 3696.679199
	Iteration 22Q: 3 clusters Score -251562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -251565.250000 Penalty: 3696.679199
	Iteration 23Q: 3 clusters Score -251565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -251568.984375 Penalty: 3696.679199
	Iteration 24Q: 3 clusters Score -251569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -251571.859375 Penalty: 3696.679199
	Iteration 25Q: 3 clusters Score -251571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251573.828125 Penalty: 3696.679199
	Iteration 26Q: 3 clusters Score -251573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251578.968750 Penalty: 3696.679199
	Iteration 27Q: 3 clusters Score -251579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251582.984375 Penalty: 3696.679199
	Iteration 28Q: 3 clusters Score -251583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251584.953125 Penalty: 3696.679199
	Iteration 29Q: 3 clusters Score -251585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251584.953125 Penalty: 3696.679199
	Iteration 30F: 3 clusters Score -251585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -277712.625000 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -277712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -275105.343750 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -275105.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -275632.093750 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -275632.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -275760.250000 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -275760.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -275811.812500 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -275811.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -275842.656250 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -275842.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -275861.250000 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -275861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -275871.031250 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -275871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275882.718750 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -275882.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275893.906250 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -275893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275897.718750 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -275897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275898.281250 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -275898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275898.875000 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -275898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275900.125000 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -275900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275900.343750 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -275900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -275901.000000 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -275901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275901.531250 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -275901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275902.062500 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -275902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275902.062500 Penalty: 3744.606201
	Iteration 17F: 3 clusters Score -275902.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -91691.984375 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -91691.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90009.835938 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -90009.84 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90402.929688 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -90402.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90667.734375 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -90667.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90879.070312 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -90879.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91092.070312 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -91092.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91531.203125 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -91531.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91760.250000 Penalty: 3284.877197
	Iteration 6F: 3 clusters Score -91760.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91942.007812 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -91942.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92051.062500 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92051.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92107.945312 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92107.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92140.453125 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92140.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92161.351562 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92161.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92181.359375 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92181.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92189.093750 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -92189.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92194.835938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -92194.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92204.539062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -92204.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92217.375000 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -92217.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92223.812500 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -92223.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92225.539062 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -92225.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92226.414062 Penalty: 3284.877197
	Iteration 19F: 3 clusters Score -92226.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92229.406250 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -92229.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 363 members 
Entering Unmasked Estep 
Score: -70317232.000000 Penalty: 136058.015625
Splitting cluster 13 changes total score from -70318336.000000 to -70317232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (56281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Entering Unmasked Estep 
Score: -8701107.000000 Penalty: 2712.651855
	Iteration 0F: 2 clusters Score -8701107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8663317.000000 Penalty: 5425.303711
	Iteration 0F: 3 clusters Score -8663317 nChanged 26163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -8677789.000000 Penalty: 5425.303711
	Iteration 1F: 3 clusters Score -8677789 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -8678497.000000 Penalty: 5425.303711
	Iteration 2Q: 3 clusters Score -8678497 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -8679353.000000 Penalty: 5425.303711
	Iteration 3Q: 3 clusters Score -8679353 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -8680303.000000 Penalty: 5425.303711
	Iteration 4Q: 3 clusters Score -8680303 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -8681617.000000 Penalty: 5425.303711
	Iteration 5Q: 3 clusters Score -8681617 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -8683373.000000 Penalty: 5425.303711
	Iteration 6F: 3 clusters Score -8683373 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -8685919.000000 Penalty: 5425.303711
	Iteration 7F: 3 clusters Score -8685919 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8689099.000000 Penalty: 5425.303711
	Iteration 8F: 3 clusters Score -8689099 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -8692339.000000 Penalty: 5425.303711
	Iteration 9F: 3 clusters Score -8692339 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -8694886.000000 Penalty: 5425.303711
	Iteration 10F: 3 clusters Score -8694886 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -8696465.000000 Penalty: 5425.303711
	Iteration 11Q: 3 clusters Score -8696465 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -8697359.000000 Penalty: 5425.303711
	Iteration 12Q: 3 clusters Score -8697359 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -8697895.000000 Penalty: 5425.303711
	Iteration 13Q: 3 clusters Score -8697895 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -8698238.000000 Penalty: 5425.303711
	Iteration 14Q: 3 clusters Score -8698238 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5425.303711
	Iteration 15Q: 3 clusters Score -8698419 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -8698582.000000 Penalty: 5425.303711
	Iteration 16Q: 3 clusters Score -8698582 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -8698659.000000 Penalty: 5425.303711
	Iteration 17Q: 3 clusters Score -8698659 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -8698717.000000 Penalty: 5425.303711
	Iteration 18Q: 3 clusters Score -8698717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -8698734.000000 Penalty: 5425.303711
	Iteration 19Q: 3 clusters Score -8698734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -8698774.000000 Penalty: 5425.303711
	Iteration 20F: 3 clusters Score -8698774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -8698803.000000 Penalty: 5425.303711
	Iteration 21Q: 3 clusters Score -8698803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -8698828.000000 Penalty: 5425.303711
	Iteration 22Q: 3 clusters Score -8698828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -8698823.000000 Penalty: 5425.303711
	Iteration 23Q: 3 clusters Score -8698823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -8698827.000000 Penalty: 5425.303711
	Iteration 24Q: 3 clusters Score -8698827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -8698821.000000 Penalty: 5425.303711
	Iteration 25Q: 3 clusters Score -8698821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -8698820.000000 Penalty: 5425.303711
	Iteration 26Q: 3 clusters Score -8698820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -8698849.000000 Penalty: 5425.303711
	Iteration 27Q: 3 clusters Score -8698849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -8698852.000000 Penalty: 5425.303711
	Iteration 28Q: 3 clusters Score -8698852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -8698855.000000 Penalty: 5425.303711
	Iteration 29Q: 3 clusters Score -8698855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -8698866.000000 Penalty: 5425.303711
	Iteration 30Q: 3 clusters Score -8698866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -8698861.000000 Penalty: 5425.303711
	Iteration 31Q: 3 clusters Score -8698861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -8698857.000000 Penalty: 5425.303711
	Iteration 32Q: 3 clusters Score -8698857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -8698861.000000 Penalty: 5425.303711
	Iteration 33Q: 3 clusters Score -8698861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -8698890.000000 Penalty: 5425.303711
	Iteration 34Q: 3 clusters Score -8698890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -8698883.000000 Penalty: 5425.303711
	Iteration 35Q: 3 clusters Score -8698883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -8698891.000000 Penalty: 5425.303711
	Iteration 36Q: 3 clusters Score -8698891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -8698904.000000 Penalty: 5425.303711
	Iteration 37Q: 3 clusters Score -8698904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -8698903.000000 Penalty: 5425.303711
	Iteration 38Q: 3 clusters Score -8698903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -8698913.000000 Penalty: 5425.303711
	Iteration 39Q: 3 clusters Score -8698913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -8698895.000000 Penalty: 5425.303711
	Iteration 40F: 3 clusters Score -8698895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -8698914.000000 Penalty: 5425.303711
	Iteration 41Q: 3 clusters Score -8698914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -8698906.000000 Penalty: 5425.303711
	Iteration 42Q: 3 clusters Score -8698906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -8698915.000000 Penalty: 5425.303711
	Iteration 43Q: 3 clusters Score -8698915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -8698915.000000 Penalty: 5425.303711
	Iteration 44Q: 3 clusters Score -8698915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -8698922.000000 Penalty: 5425.303711
	Iteration 45Q: 3 clusters Score -8698922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -8698927.000000 Penalty: 5425.303711
	Iteration 46Q: 3 clusters Score -8698927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -8698921.000000 Penalty: 5425.303711
	Iteration 47Q: 3 clusters Score -8698921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -8698918.000000 Penalty: 5425.303711
	Iteration 48Q: 3 clusters Score -8698918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -8698929.000000 Penalty: 5425.303711
	Iteration 49Q: 3 clusters Score -8698929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -8698930.000000 Penalty: 5425.303711
	Iteration 50Q: 3 clusters Score -8698930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -8698926.000000 Penalty: 5425.303711
	Iteration 51Q: 3 clusters Score -8698926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -8698924.000000 Penalty: 5425.303711
	Iteration 52Q: 3 clusters Score -8698924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -8698927.000000 Penalty: 5425.303711
	Iteration 53Q: 3 clusters Score -8698927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -8698935.000000 Penalty: 5425.303711
	Iteration 54Q: 3 clusters Score -8698935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -8698932.000000 Penalty: 5425.303711
	Iteration 55Q: 3 clusters Score -8698932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -8698932.000000 Penalty: 5425.303711
	Iteration 56Q: 3 clusters Score -8698932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -8698934.000000 Penalty: 5425.303711
	Iteration 57Q: 3 clusters Score -8698934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -8698934.000000 Penalty: 5425.303711
	Iteration 58F: 3 clusters Score -8698934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1569505.000000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1569505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1561636.125000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1561636 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1564165.000000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1564165 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1564914.875000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1564915 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1565734.250000 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -1565734 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1566580.625000 Penalty: 4585.439941
	Iteration 4F: 3 clusters Score -1566581 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1567242.875000 Penalty: 4585.439941
	Iteration 5F: 3 clusters Score -1567243 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1567678.250000 Penalty: 4585.439941
	Iteration 6F: 3 clusters Score -1567678 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1567925.875000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -1567926 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1568067.000000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -1568067 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1568162.625000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1568163 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1568231.875000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1568232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1568281.000000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1568281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1568308.625000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1568309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1568322.000000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1568322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1568331.875000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1568332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1568344.375000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1568344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1568352.625000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1568353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1568355.000000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1568355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1568361.500000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1568362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1568363.250000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1568363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1568367.125000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1568367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1568366.000000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1568366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1568373.125000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1568373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1568371.875000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1568372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1568376.250000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1568376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1568373.625000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1568374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1568373.625000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -1568374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1568377.375000 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -1568377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1568381.875000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -1568382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1568380.375000 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -1568380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1568383.250000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -1568383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1568383.250000 Penalty: 4585.439941
	Iteration 31F: 3 clusters Score -1568383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Entering Unmasked Estep 
Score: -1516623.625000 Penalty: 2279.482910
	Iteration 0F: 2 clusters Score -1516624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1509052.250000 Penalty: 4558.965820
	Iteration 0F: 3 clusters Score -1509052 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1511355.125000 Penalty: 4558.965820
	Iteration 1F: 3 clusters Score -1511355 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1511711.875000 Penalty: 4558.965820
	Iteration 2F: 3 clusters Score -1511712 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1511956.125000 Penalty: 4558.965820
	Iteration 3F: 3 clusters Score -1511956 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1512192.125000 Penalty: 4558.965820
	Iteration 4Q: 3 clusters Score -1512192 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1512445.125000 Penalty: 4558.965820
	Iteration 5Q: 3 clusters Score -1512445 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1512733.000000 Penalty: 4558.965820
	Iteration 6Q: 3 clusters Score -1512733 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1513069.875000 Penalty: 4558.965820
	Iteration 7Q: 3 clusters Score -1513070 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1513419.750000 Penalty: 4558.965820
	Iteration 8Q: 3 clusters Score -1513420 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1513749.000000 Penalty: 4558.965820
	Iteration 9Q: 3 clusters Score -1513749 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1514053.500000 Penalty: 4558.965820
	Iteration 10Q: 3 clusters Score -1514054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1514338.625000 Penalty: 4558.965820
	Iteration 11Q: 3 clusters Score -1514339 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1514560.875000 Penalty: 4558.965820
	Iteration 12Q: 3 clusters Score -1514561 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1514745.750000 Penalty: 4558.965820
	Iteration 13Q: 3 clusters Score -1514746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1514842.750000 Penalty: 4558.965820
	Iteration 14Q: 3 clusters Score -1514843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1514898.000000 Penalty: 4558.965820
	Iteration 15Q: 3 clusters Score -1514898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1514926.625000 Penalty: 4558.965820
	Iteration 16Q: 3 clusters Score -1514927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1514937.250000 Penalty: 4558.965820
	Iteration 17Q: 3 clusters Score -1514937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1514939.750000 Penalty: 4558.965820
	Iteration 18Q: 3 clusters Score -1514940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1514942.125000 Penalty: 4558.965820
	Iteration 19Q: 3 clusters Score -1514942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1514947.625000 Penalty: 4558.965820
	Iteration 20F: 3 clusters Score -1514948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1514948.500000 Penalty: 4558.965820
	Iteration 21Q: 3 clusters Score -1514948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1514949.125000 Penalty: 4558.965820
	Iteration 22Q: 3 clusters Score -1514949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1514954.750000 Penalty: 4558.965820
	Iteration 23Q: 3 clusters Score -1514955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1514959.125000 Penalty: 4558.965820
	Iteration 24Q: 3 clusters Score -1514959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1514959.750000 Penalty: 4558.965820
	Iteration 25Q: 3 clusters Score -1514960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1514961.125000 Penalty: 4558.965820
	Iteration 26Q: 3 clusters Score -1514961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1514960.000000 Penalty: 4558.965820
	Iteration 27Q: 3 clusters Score -1514960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1514960.500000 Penalty: 4558.965820
	Iteration 28Q: 3 clusters Score -1514960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1514960.500000 Penalty: 4558.965820
	Iteration 29F: 3 clusters Score -1514960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -106880.234375 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -106880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105203.773438 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -105203.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105663.804688 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -105663.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106023.851562 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -106023.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106331.203125 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -106331.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -106435.335938 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -106435.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -106501.296875 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -106501.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -106543.820312 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -106543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -106575.570312 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -106575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -106587.460938 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -106587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106593.171875 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -106593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106601.906250 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -106601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106606.375000 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -106606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106606.375000 Penalty: 3380.013184
	Iteration 12F: 3 clusters Score -106606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1878052.125000 Penalty: 2332.256592
	Iteration 0F: 2 clusters Score -1878052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1869020.500000 Penalty: 4664.513184
	Iteration 0F: 3 clusters Score -1869020 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1871744.000000 Penalty: 4664.513184
	Iteration 1F: 3 clusters Score -1871744 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1872080.250000 Penalty: 4664.513184
	Iteration 2F: 3 clusters Score -1872080 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1872312.750000 Penalty: 4664.513184
	Iteration 3Q: 3 clusters Score -1872313 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1872490.250000 Penalty: 4664.513184
	Iteration 4Q: 3 clusters Score -1872490 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1872629.000000 Penalty: 4664.513184
	Iteration 5Q: 3 clusters Score -1872629 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1872781.125000 Penalty: 4664.513184
	Iteration 6Q: 3 clusters Score -1872781 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1872947.625000 Penalty: 4664.513184
	Iteration 7Q: 3 clusters Score -1872948 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1873131.125000 Penalty: 4664.513184
	Iteration 8Q: 3 clusters Score -1873131 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1873360.625000 Penalty: 4664.513184
	Iteration 9Q: 3 clusters Score -1873361 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1873597.875000 Penalty: 4664.513184
	Iteration 10Q: 3 clusters Score -1873598 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1873870.875000 Penalty: 4664.513184
	Iteration 11Q: 3 clusters Score -1873871 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1874205.750000 Penalty: 4664.513184
	Iteration 12Q: 3 clusters Score -1874206 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1874579.750000 Penalty: 4664.513184
	Iteration 13Q: 3 clusters Score -1874580 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1874931.125000 Penalty: 4664.513184
	Iteration 14Q: 3 clusters Score -1874931 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1875204.875000 Penalty: 4664.513184
	Iteration 15Q: 3 clusters Score -1875205 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1875413.000000 Penalty: 4664.513184
	Iteration 16Q: 3 clusters Score -1875413 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1875569.750000 Penalty: 4664.513184
	Iteration 17Q: 3 clusters Score -1875570 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1875667.000000 Penalty: 4664.513184
	Iteration 18Q: 3 clusters Score -1875667 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1875719.125000 Penalty: 4664.513184
	Iteration 19Q: 3 clusters Score -1875719 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1875767.750000 Penalty: 4664.513184
	Iteration 20F: 3 clusters Score -1875768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1875794.500000 Penalty: 4664.513184
	Iteration 21Q: 3 clusters Score -1875794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1875815.375000 Penalty: 4664.513184
	Iteration 22Q: 3 clusters Score -1875815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1875825.000000 Penalty: 4664.513184
	Iteration 23Q: 3 clusters Score -1875825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1875838.750000 Penalty: 4664.513184
	Iteration 24Q: 3 clusters Score -1875839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1875851.375000 Penalty: 4664.513184
	Iteration 25Q: 3 clusters Score -1875851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1875861.125000 Penalty: 4664.513184
	Iteration 26Q: 3 clusters Score -1875861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1875869.625000 Penalty: 4664.513184
	Iteration 27Q: 3 clusters Score -1875870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1875870.750000 Penalty: 4664.513184
	Iteration 28Q: 3 clusters Score -1875871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1875881.875000 Penalty: 4664.513184
	Iteration 29Q: 3 clusters Score -1875882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1875884.500000 Penalty: 4664.513184
	Iteration 30Q: 3 clusters Score -1875884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1875884.375000 Penalty: 4664.513184
	Iteration 31Q: 3 clusters Score -1875884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1875890.625000 Penalty: 4664.513184
	Iteration 32Q: 3 clusters Score -1875891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1875895.125000 Penalty: 4664.513184
	Iteration 33Q: 3 clusters Score -1875895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1875902.875000 Penalty: 4664.513184
	Iteration 34Q: 3 clusters Score -1875903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1875905.000000 Penalty: 4664.513184
	Iteration 35Q: 3 clusters Score -1875905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1875905.125000 Penalty: 4664.513184
	Iteration 36Q: 3 clusters Score -1875905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1875910.250000 Penalty: 4664.513184
	Iteration 37Q: 3 clusters Score -1875910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1875905.625000 Penalty: 4664.513184
	Iteration 38Q: 3 clusters Score -1875906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1875909.125000 Penalty: 4664.513184
	Iteration 39Q: 3 clusters Score -1875909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1875912.375000 Penalty: 4664.513184
	Iteration 40F: 3 clusters Score -1875912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1875915.125000 Penalty: 4664.513184
	Iteration 41Q: 3 clusters Score -1875915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1875913.875000 Penalty: 4664.513184
	Iteration 42Q: 3 clusters Score -1875914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1875915.000000 Penalty: 4664.513184
	Iteration 43Q: 3 clusters Score -1875915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1875915.500000 Penalty: 4664.513184
	Iteration 44Q: 3 clusters Score -1875916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1875915.125000 Penalty: 4664.513184
	Iteration 45Q: 3 clusters Score -1875915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1875917.375000 Penalty: 4664.513184
	Iteration 46Q: 3 clusters Score -1875917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1875920.000000 Penalty: 4664.513184
	Iteration 47Q: 3 clusters Score -1875920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1875917.375000 Penalty: 4664.513184
	Iteration 48Q: 3 clusters Score -1875917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1875917.375000 Penalty: 4664.513184
	Iteration 49F: 3 clusters Score -1875917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -775003.500000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -775003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -770341.812500 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -770341.8 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -771479.687500 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -771479.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -771703.625000 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -771703.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -771897.875000 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -771897.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -772081.312500 Penalty: 4254.737793
	Iteration 4F: 3 clusters Score -772081.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -772250.687500 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -772250.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -772436.125000 Penalty: 4254.737793
	Iteration 6Q: 3 clusters Score -772436.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -772599.562500 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -772599.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -772771.062500 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -772771.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -772951.187500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -772951.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -773119.062500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -773119.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -773257.375000 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -773257.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -773371.687500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -773371.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -773464.312500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -773464.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -773533.937500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -773533.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -773578.250000 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -773578.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -773613.750000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -773613.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -773641.312500 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -773641.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -773660.187500 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -773660.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -773669.187500 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -773669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -773679.187500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -773679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -773681.500000 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -773681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -773689.687500 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -773689.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -773689.000000 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -773689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -773692.875000 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -773692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -773697.812500 Penalty: 4254.737793
	Iteration 25Q: 3 clusters Score -773697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -773701.562500 Penalty: 4254.737793
	Iteration 26Q: 3 clusters Score -773701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -773705.125000 Penalty: 4254.737793
	Iteration 27Q: 3 clusters Score -773705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -773706.625000 Penalty: 4254.737793
	Iteration 28Q: 3 clusters Score -773706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -773706.625000 Penalty: 4254.737793
	Iteration 29F: 3 clusters Score -773706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -311882.937500 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -311882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -309186.750000 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -309186.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -309718.156250 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -309718.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -309892.875000 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -309892.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -309992.093750 Penalty: 3789.739502
	Iteration 3Q: 3 clusters Score -309992.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -310064.875000 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -310064.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -310102.187500 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -310102.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -310140.312500 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -310140.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -310166.843750 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -310166.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -310186.843750 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -310186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -310201.187500 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -310201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -310214.093750 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -310214.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -310226.343750 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -310226.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -310239.812500 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -310239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -310249.218750 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -310249.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -310261.000000 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -310261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -310275.156250 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -310275.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -310291.937500 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -310291.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -310305.562500 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -310305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -310319.937500 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -310319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -310326.906250 Penalty: 3789.739502
	Iteration 19Q: 3 clusters Score -310326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -310333.625000 Penalty: 3789.739502
	Iteration 20F: 3 clusters Score -310333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -310337.250000 Penalty: 3789.739502
	Iteration 21Q: 3 clusters Score -310337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -310339.781250 Penalty: 3789.739502
	Iteration 22Q: 3 clusters Score -310339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -310345.906250 Penalty: 3789.739502
	Iteration 23Q: 3 clusters Score -310345.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -310345.906250 Penalty: 3789.739502
	Iteration 24F: 3 clusters Score -310345.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -365129.187500 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -365129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -362162.937500 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -362162.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -362870.843750 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -362870.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -363279.656250 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -363279.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -363818.125000 Penalty: 3883.891113
	Iteration 3F: 3 clusters Score -363818.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -364260.281250 Penalty: 3883.891113
	Iteration 4F: 3 clusters Score -364260.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -364497.218750 Penalty: 3883.891113
	Iteration 5F: 3 clusters Score -364497.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -364594.187500 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -364594.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -364659.375000 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -364659.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -364695.281250 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -364695.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -364709.812500 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -364709.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -364722.343750 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -364722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -364731.250000 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -364731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -364735.000000 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -364735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -364739.437500 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -364739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -364742.812500 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -364742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -364744.562500 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -364744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -364744.312500 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -364744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -364744.687500 Penalty: 3883.891113
	Iteration 17Q: 3 clusters Score -364744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -364745.312500 Penalty: 3883.891113
	Iteration 18Q: 3 clusters Score -364745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -364747.375000 Penalty: 3883.891113
	Iteration 19Q: 3 clusters Score -364747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -364747.906250 Penalty: 3883.891113
	Iteration 20F: 3 clusters Score -364747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -364749.875000 Penalty: 3883.891113
	Iteration 21Q: 3 clusters Score -364749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -364754.250000 Penalty: 3883.891113
	Iteration 22Q: 3 clusters Score -364754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -364755.968750 Penalty: 3883.891113
	Iteration 23Q: 3 clusters Score -364756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -364756.406250 Penalty: 3883.891113
	Iteration 24Q: 3 clusters Score -364756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -364756.406250 Penalty: 3883.891113
	Iteration 25F: 3 clusters Score -364756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -35852.320312 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -35852.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34702.523438 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -34702.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34916.304688 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -34916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34993.046875 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -34993.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35061.570312 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -35061.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35153.421875 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -35153.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35205.445312 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -35205.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35244.289062 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -35244.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35252.558594 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -35252.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35252.558594 Penalty: 2867.248779
	Iteration 8F: 3 clusters Score -35252.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -60441.632812 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -60441.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59109.253906 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -59109.25 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59356.242188 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -59356.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59423.601562 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -59423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59451.531250 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -59451.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59462.976562 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -59462.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59470.917969 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -59470.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59497.601562 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -59497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59515.500000 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -59515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59528.414062 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -59528.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59541.160156 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -59541.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59552.136719 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -59552.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59560.675781 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -59560.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59573.910156 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -59573.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59577.082031 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -59577.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59578.703125 Penalty: 3047.516113
	Iteration 14Q: 3 clusters Score -59578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59578.703125 Penalty: 3047.516113
	Iteration 15F: 3 clusters Score -59578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -340552.687500 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -340552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -337771.843750 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -337771.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -338265.500000 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -338265.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338389.406250 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -338389.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -338449.343750 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -338449.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -338492.468750 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -338492.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -338520.406250 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -338520.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -338543.375000 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -338543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -338560.062500 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -338560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -338570.218750 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -338570.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -338581.125000 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -338581.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -338588.625000 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -338588.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -338598.250000 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -338598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -338606.875000 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -338606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338611.187500 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -338611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -338613.156250 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -338613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338614.406250 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -338614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -338614.656250 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -338614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -338614.656250 Penalty: 3835.037598
	Iteration 17F: 3 clusters Score -338614.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -236765.140625 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -236765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234422.312500 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -234422.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235307.171875 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -235307.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -235820.640625 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -235820.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -236114.484375 Penalty: 3686.511963
	Iteration 3F: 3 clusters Score -236114.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -236289.171875 Penalty: 3686.511963
	Iteration 4F: 3 clusters Score -236289.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -236389.359375 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -236389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -236466.171875 Penalty: 3686.511963
	Iteration 6Q: 3 clusters Score -236466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -236513.375000 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -236513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -236535.046875 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -236535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -236549.187500 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -236549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -236571.406250 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -236571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -236581.718750 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -236581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -236587.859375 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -236587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -236595.640625 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -236595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -236605.312500 Penalty: 3686.511963
	Iteration 14Q: 3 clusters Score -236605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -236613.046875 Penalty: 3686.511963
	Iteration 15Q: 3 clusters Score -236613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -236618.703125 Penalty: 3686.511963
	Iteration 16Q: 3 clusters Score -236618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236621.406250 Penalty: 3686.511963
	Iteration 17Q: 3 clusters Score -236621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236629.171875 Penalty: 3686.511963
	Iteration 18Q: 3 clusters Score -236629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -236638.562500 Penalty: 3686.511963
	Iteration 19Q: 3 clusters Score -236638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236644.000000 Penalty: 3686.511963
	Iteration 20F: 3 clusters Score -236644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -236649.156250 Penalty: 3686.511963
	Iteration 21Q: 3 clusters Score -236649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -236657.640625 Penalty: 3686.511963
	Iteration 22Q: 3 clusters Score -236657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -236664.578125 Penalty: 3686.511963
	Iteration 23Q: 3 clusters Score -236664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -236670.250000 Penalty: 3686.511963
	Iteration 24Q: 3 clusters Score -236670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -236672.968750 Penalty: 3686.511963
	Iteration 25Q: 3 clusters Score -236673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -236673.625000 Penalty: 3686.511963
	Iteration 26Q: 3 clusters Score -236673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -236675.312500 Penalty: 3686.511963
	Iteration 27Q: 3 clusters Score -236675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -236675.265625 Penalty: 3686.511963
	Iteration 28Q: 3 clusters Score -236675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -236676.140625 Penalty: 3686.511963
	Iteration 29Q: 3 clusters Score -236676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -236676.296875 Penalty: 3686.511963
	Iteration 30Q: 3 clusters Score -236676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -236676.796875 Penalty: 3686.511963
	Iteration 31Q: 3 clusters Score -236676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -236677.343750 Penalty: 3686.511963
	Iteration 32Q: 3 clusters Score -236677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -236680.015625 Penalty: 3686.511963
	Iteration 33Q: 3 clusters Score -236680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -236681.953125 Penalty: 3686.511963
	Iteration 34Q: 3 clusters Score -236682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -236686.218750 Penalty: 3686.511963
	Iteration 35Q: 3 clusters Score -236686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -236689.265625 Penalty: 3686.511963
	Iteration 36Q: 3 clusters Score -236689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -236693.359375 Penalty: 3686.511963
	Iteration 37Q: 3 clusters Score -236693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -236703.546875 Penalty: 3686.511963
	Iteration 38Q: 3 clusters Score -236703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -236716.546875 Penalty: 3686.511963
	Iteration 39Q: 3 clusters Score -236716.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236727.937500 Penalty: 3686.511963
	Iteration 40F: 3 clusters Score -236727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -236745.531250 Penalty: 3686.511963
	Iteration 41Q: 3 clusters Score -236745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -236766.906250 Penalty: 3686.511963
	Iteration 42Q: 3 clusters Score -236766.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236793.468750 Penalty: 3686.511963
	Iteration 43Q: 3 clusters Score -236793.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -236851.156250 Penalty: 3686.511963
	Iteration 44Q: 3 clusters Score -236851.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -236913.203125 Penalty: 3686.511963
	Iteration 45Q: 3 clusters Score -236913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -236953.828125 Penalty: 3686.511963
	Iteration 46Q: 3 clusters Score -236953.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -236984.234375 Penalty: 3686.511963
	Iteration 47Q: 3 clusters Score -236984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237003.609375 Penalty: 3686.511963
	Iteration 48Q: 3 clusters Score -237003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -237014.406250 Penalty: 3686.511963
	Iteration 49Q: 3 clusters Score -237014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -237024.921875 Penalty: 3686.511963
	Iteration 50Q: 3 clusters Score -237024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -237029.187500 Penalty: 3686.511963
	Iteration 51Q: 3 clusters Score -237029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -237032.015625 Penalty: 3686.511963
	Iteration 52Q: 3 clusters Score -237032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -237035.968750 Penalty: 3686.511963
	Iteration 53Q: 3 clusters Score -237036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -237040.687500 Penalty: 3686.511963
	Iteration 54Q: 3 clusters Score -237040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237043.921875 Penalty: 3686.511963
	Iteration 55Q: 3 clusters Score -237043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -237045.156250 Penalty: 3686.511963
	Iteration 56Q: 3 clusters Score -237045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -237048.671875 Penalty: 3686.511963
	Iteration 57Q: 3 clusters Score -237048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -237050.078125 Penalty: 3686.511963
	Iteration 58Q: 3 clusters Score -237050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -237050.078125 Penalty: 3686.511963
	Iteration 59F: 3 clusters Score -237050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 833 members 
Entering Unmasked Estep 
Score: -70317304.000000 Penalty: 136058.015625
Splitting cluster 25 changes total score from -70318336.000000 to -70317304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (184737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184737 members 
Entering Unmasked Estep 
Score: -28208016.000000 Penalty: 3007.418701
	Iteration 0F: 2 clusters Score -2.820802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -28091580.000000 Penalty: 6014.837402
	Iteration 0F: 3 clusters Score -2.809158e+07 nChanged 89062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -28143164.000000 Penalty: 6014.837402
	Iteration 1F: 3 clusters Score -2.814316e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -28144006.000000 Penalty: 6014.837402
	Iteration 2Q: 3 clusters Score -2.814401e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -28144912.000000 Penalty: 6014.837402
	Iteration 3Q: 3 clusters Score -2.814491e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -28146114.000000 Penalty: 6014.837402
	Iteration 4Q: 3 clusters Score -2.814611e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -28147096.000000 Penalty: 6014.837402
	Iteration 5Q: 3 clusters Score -2.81471e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -28148670.000000 Penalty: 6014.837402
	Iteration 6Q: 3 clusters Score -2.814867e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -28150802.000000 Penalty: 6014.837402
	Iteration 7Q: 3 clusters Score -2.81508e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -28153496.000000 Penalty: 6014.837402
	Iteration 8Q: 3 clusters Score -2.81535e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -28158332.000000 Penalty: 6014.837402
	Iteration 9Q: 3 clusters Score -2.815833e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 120278 members 
Entering Unmasked Estep 
Score: -28165682.000000 Penalty: 6014.837402
	Iteration 10F: 3 clusters Score -2.816568e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 128113 members 
Entering Unmasked Estep 
Score: -28174410.000000 Penalty: 6014.837402
	Iteration 11F: 3 clusters Score -2.817441e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -28182444.000000 Penalty: 6014.837402
	Iteration 12F: 3 clusters Score -2.818244e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -28187214.000000 Penalty: 6014.837402
	Iteration 13Q: 3 clusters Score -2.818721e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 144399 members 
Entering Unmasked Estep 
Score: -28189404.000000 Penalty: 6014.837402
	Iteration 14Q: 3 clusters Score -2.81894e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 148732 members 
Entering Unmasked Estep 
Score: -28191158.000000 Penalty: 6014.837402
	Iteration 15Q: 3 clusters Score -2.819116e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -28192808.000000 Penalty: 6014.837402
	Iteration 16Q: 3 clusters Score -2.819281e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -28194570.000000 Penalty: 6014.837402
	Iteration 17Q: 3 clusters Score -2.819457e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 161749 members 
Entering Unmasked Estep 
Score: -28196292.000000 Penalty: 6014.837402
	Iteration 18Q: 3 clusters Score -2.819629e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -28197780.000000 Penalty: 6014.837402
	Iteration 19Q: 3 clusters Score -2.819778e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -28198750.000000 Penalty: 6014.837402
	Iteration 20F: 3 clusters Score -2.819875e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -28199970.000000 Penalty: 6014.837402
	Iteration 21Q: 3 clusters Score -2.819997e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -28200836.000000 Penalty: 6014.837402
	Iteration 22Q: 3 clusters Score -2.820084e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -28201908.000000 Penalty: 6014.837402
	Iteration 23Q: 3 clusters Score -2.820191e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 178961 members 
Entering Unmasked Estep 
Score: -28202716.000000 Penalty: 6014.837402
	Iteration 24Q: 3 clusters Score -2.820272e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -28203280.000000 Penalty: 6014.837402
	Iteration 25Q: 3 clusters Score -2.820328e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -28203856.000000 Penalty: 6014.837402
	Iteration 26Q: 3 clusters Score -2.820386e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 182421 members 
Entering Unmasked Estep 
Score: -28204208.000000 Penalty: 6014.837402
	Iteration 27Q: 3 clusters Score -2.820421e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 183005 members 
Entering Unmasked Estep 
Score: -28204570.000000 Penalty: 6014.837402
	Iteration 28Q: 3 clusters Score -2.820457e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 183393 members 
Entering Unmasked Estep 
Score: -28204732.000000 Penalty: 6014.837402
	Iteration 29Q: 3 clusters Score -2.820473e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 183652 members 
Entering Unmasked Estep 
Score: -28204918.000000 Penalty: 6014.837402
	Iteration 30Q: 3 clusters Score -2.820492e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 183820 members 
Entering Unmasked Estep 
Score: -28205046.000000 Penalty: 6014.837402
	Iteration 31Q: 3 clusters Score -2.820505e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -28205102.000000 Penalty: 6014.837402
	Iteration 32Q: 3 clusters Score -2.82051e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 184001 members 
Entering Unmasked Estep 
Score: -28205172.000000 Penalty: 6014.837402
	Iteration 33Q: 3 clusters Score -2.820517e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 184063 members 
Entering Unmasked Estep 
Score: -28205180.000000 Penalty: 6014.837402
	Iteration 34Q: 3 clusters Score -2.820518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 184103 members 
Entering Unmasked Estep 
Score: -28205230.000000 Penalty: 6014.837402
	Iteration 35Q: 3 clusters Score -2.820523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 184128 members 
Entering Unmasked Estep 
Score: -28205210.000000 Penalty: 6014.837402
	Iteration 36Q: 3 clusters Score -2.820521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -28205226.000000 Penalty: 6014.837402
	Iteration 37Q: 3 clusters Score -2.820523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 184171 members 
Entering Unmasked Estep 
Score: -28205238.000000 Penalty: 6014.837402
	Iteration 38Q: 3 clusters Score -2.820524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 184196 members 
Entering Unmasked Estep 
Score: -28205246.000000 Penalty: 6014.837402
	Iteration 39Q: 3 clusters Score -2.820525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 184212 members 
Entering Unmasked Estep 
Score: -28205264.000000 Penalty: 6014.837402
	Iteration 40F: 3 clusters Score -2.820526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 184220 members 
Entering Unmasked Estep 
Score: -28205304.000000 Penalty: 6014.837402
	Iteration 41Q: 3 clusters Score -2.82053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 184233 members 
Entering Unmasked Estep 
Score: -28205316.000000 Penalty: 6014.837402
	Iteration 42Q: 3 clusters Score -2.820532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 184244 members 
Entering Unmasked Estep 
Score: -28205330.000000 Penalty: 6014.837402
	Iteration 43Q: 3 clusters Score -2.820533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 184253 members 
Entering Unmasked Estep 
Score: -28205336.000000 Penalty: 6014.837402
	Iteration 44Q: 3 clusters Score -2.820534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 184269 members 
Entering Unmasked Estep 
Score: -28205354.000000 Penalty: 6014.837402
	Iteration 45Q: 3 clusters Score -2.820535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 184272 members 
Entering Unmasked Estep 
Score: -28205378.000000 Penalty: 6014.837402
	Iteration 46Q: 3 clusters Score -2.820538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 184274 members 
Entering Unmasked Estep 
Score: -28205384.000000 Penalty: 6014.837402
	Iteration 47Q: 3 clusters Score -2.820538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 184279 members 
Entering Unmasked Estep 
Score: -28205380.000000 Penalty: 6014.837402
	Iteration 48Q: 3 clusters Score -2.820538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 184281 members 
Entering Unmasked Estep 
Score: -28205384.000000 Penalty: 6014.837402
	Iteration 49Q: 3 clusters Score -2.820538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 184283 members 
Entering Unmasked Estep 
Score: -28205400.000000 Penalty: 6014.837402
	Iteration 50Q: 3 clusters Score -2.82054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -28205404.000000 Penalty: 6014.837402
	Iteration 51Q: 3 clusters Score -2.82054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -28205404.000000 Penalty: 6014.837402
	Iteration 52F: 3 clusters Score -2.82054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Entering Unmasked Estep 
Score: -4330904.000000 Penalty: 2545.927490
	Iteration 0F: 2 clusters Score -4330904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4311198.500000 Penalty: 5091.854980
	Iteration 0F: 3 clusters Score -4311198 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4318043.000000 Penalty: 5091.854980
	Iteration 1F: 3 clusters Score -4318043 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4318471.000000 Penalty: 5091.854980
	Iteration 2Q: 3 clusters Score -4318471 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4318834.500000 Penalty: 5091.854980
	Iteration 3Q: 3 clusters Score -4318834 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4319202.000000 Penalty: 5091.854980
	Iteration 4Q: 3 clusters Score -4319202 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4319617.000000 Penalty: 5091.854980
	Iteration 5Q: 3 clusters Score -4319617 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4320169.000000 Penalty: 5091.854980
	Iteration 6Q: 3 clusters Score -4320169 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4320946.000000 Penalty: 5091.854980
	Iteration 7F: 3 clusters Score -4320946 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4322025.500000 Penalty: 5091.854980
	Iteration 8F: 3 clusters Score -4322026 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4323331.500000 Penalty: 5091.854980
	Iteration 9F: 3 clusters Score -4323332 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4324756.500000 Penalty: 5091.854980
	Iteration 10F: 3 clusters Score -4324756 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4326079.000000 Penalty: 5091.854980
	Iteration 11F: 3 clusters Score -4326079 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4327079.500000 Penalty: 5091.854980
	Iteration 12Q: 3 clusters Score -4327080 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4327789.000000 Penalty: 5091.854980
	Iteration 13Q: 3 clusters Score -4327789 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4328180.500000 Penalty: 5091.854980
	Iteration 14Q: 3 clusters Score -4328180 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4328387.500000 Penalty: 5091.854980
	Iteration 15Q: 3 clusters Score -4328388 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4328552.000000 Penalty: 5091.854980
	Iteration 16Q: 3 clusters Score -4328552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4328627.000000 Penalty: 5091.854980
	Iteration 17Q: 3 clusters Score -4328627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4328665.000000 Penalty: 5091.854980
	Iteration 18Q: 3 clusters Score -4328665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4328691.500000 Penalty: 5091.854980
	Iteration 19Q: 3 clusters Score -4328692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -4328706.000000 Penalty: 5091.854980
	Iteration 20F: 3 clusters Score -4328706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4328716.000000 Penalty: 5091.854980
	Iteration 21Q: 3 clusters Score -4328716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4328727.500000 Penalty: 5091.854980
	Iteration 22Q: 3 clusters Score -4328728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4328730.000000 Penalty: 5091.854980
	Iteration 23Q: 3 clusters Score -4328730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4328741.500000 Penalty: 5091.854980
	Iteration 24Q: 3 clusters Score -4328742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4328745.500000 Penalty: 5091.854980
	Iteration 25Q: 3 clusters Score -4328746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4328744.000000 Penalty: 5091.854980
	Iteration 26Q: 3 clusters Score -4328744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4328744.000000 Penalty: 5091.854980
	Iteration 27F: 3 clusters Score -4328744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -321285.687500 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -321285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -318538.937500 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -318538.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -319080.437500 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -319080.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -319253.468750 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -319253.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -319346.406250 Penalty: 3822.256836
	Iteration 3F: 3 clusters Score -319346.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -319397.656250 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -319397.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -319433.812500 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -319433.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -319461.000000 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -319461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -319484.343750 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -319484.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -319498.750000 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -319498.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -319507.562500 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -319507.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -319516.531250 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -319516.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -319524.937500 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -319524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -319534.562500 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -319534.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -319549.500000 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -319549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -319561.781250 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -319561.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -319571.375000 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -319571.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -319583.125000 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -319583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -319594.187500 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -319594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -319605.593750 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -319605.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319612.656250 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -319612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -319624.093750 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -319624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -319633.656250 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -319633.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -319648.406250 Penalty: 3822.256836
	Iteration 22Q: 3 clusters Score -319648.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -319663.718750 Penalty: 3822.256836
	Iteration 23Q: 3 clusters Score -319663.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -319679.156250 Penalty: 3822.256836
	Iteration 24Q: 3 clusters Score -319679.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319692.531250 Penalty: 3822.256836
	Iteration 25Q: 3 clusters Score -319692.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -319708.156250 Penalty: 3822.256836
	Iteration 26Q: 3 clusters Score -319708.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319727.250000 Penalty: 3822.256836
	Iteration 27Q: 3 clusters Score -319727.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319739.156250 Penalty: 3822.256836
	Iteration 28Q: 3 clusters Score -319739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -319750.062500 Penalty: 3822.256836
	Iteration 29Q: 3 clusters Score -319750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319757.125000 Penalty: 3822.256836
	Iteration 30Q: 3 clusters Score -319757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319759.031250 Penalty: 3822.256836
	Iteration 31Q: 3 clusters Score -319759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319759.781250 Penalty: 3822.256836
	Iteration 32Q: 3 clusters Score -319759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319761.718750 Penalty: 3822.256836
	Iteration 33Q: 3 clusters Score -319761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -319761.750000 Penalty: 3822.256836
	Iteration 34Q: 3 clusters Score -319761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -319761.750000 Penalty: 3822.256836
	Iteration 35F: 3 clusters Score -319761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -58883.789062 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -58883.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57427.601562 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -57427.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57600.472656 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -57600.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57657.984375 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -57657.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57687.992188 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -57687.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57731.367188 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -57731.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57778.042969 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -57778.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57883.632812 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -57883.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57997.917969 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -57997.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58112.828125 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -58112.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58177.769531 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -58177.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58502.683594 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -58502.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58572.667969 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -58572.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58696.597656 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -58696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58744.281250 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -58744.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58790.347656 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -58790.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -58845.312500 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -58845.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -58864.519531 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -58864.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -58879.234375 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -58879.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -58898.671875 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -58898.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -58910.085938 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -58910.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -58923.093750 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -58923.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -58952.781250 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -58952.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -58979.843750 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -58979.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -58981.980469 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -58981.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -58987.210938 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -58987.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -58987.210938 Penalty: 3027.977295
	Iteration 25F: 3 clusters Score -58987.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 99 members 
Entering Unmasked Estep 
Score: -70316736.000000 Penalty: 136058.015625
Splitting cluster 29 changes total score from -70318336.000000 to -70316736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -5500735.000000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -5500735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -5476177.500000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -5476178 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -5485232.500000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -5485232 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5485810.500000 Penalty: 5205.720703
	Iteration 2Q: 3 clusters Score -5485810 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5486350.000000 Penalty: 5205.720703
	Iteration 3Q: 3 clusters Score -5486350 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5486904.000000 Penalty: 5205.720703
	Iteration 4Q: 3 clusters Score -5486904 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5487595.500000 Penalty: 5205.720703
	Iteration 5Q: 3 clusters Score -5487596 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5488374.500000 Penalty: 5205.720703
	Iteration 6Q: 3 clusters Score -5488374 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5489293.500000 Penalty: 5205.720703
	Iteration 7Q: 3 clusters Score -5489294 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5490415.500000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -5490416 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5491512.000000 Penalty: 5205.720703
	Iteration 9F: 3 clusters Score -5491512 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5492628.500000 Penalty: 5205.720703
	Iteration 10Q: 3 clusters Score -5492628 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5493419.500000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -5493420 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -5493920.500000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -5493920 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5494215.000000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -5494215 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5494424.000000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -5494424 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5494568.500000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -5494568 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5494692.000000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -5494692 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5494794.000000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -5494794 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5494871.500000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -5494872 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5494978.500000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -5494978 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5495072.500000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -5495072 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -5495179.500000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -5495180 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -5495268.000000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -5495268 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5495318.000000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -5495318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5495377.500000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -5495378 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5495471.000000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -5495471 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5495541.500000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -5495542 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5495592.500000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -5495592 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -5495655.500000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -5495656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -5495738.000000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -5495738 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5495785.000000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -5495785 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -5495808.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -5495808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5495830.500000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -5495830 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5495865.500000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -5495866 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5495900.500000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -5495900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5495899.000000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -5495899 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5495909.000000 Penalty: 5205.720703
	Iteration 36Q: 3 clusters Score -5495909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -5495916.500000 Penalty: 5205.720703
	Iteration 37Q: 3 clusters Score -5495916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5495917.500000 Penalty: 5205.720703
	Iteration 38Q: 3 clusters Score -5495918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5495933.500000 Penalty: 5205.720703
	Iteration 39Q: 3 clusters Score -5495934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5495939.000000 Penalty: 5205.720703
	Iteration 40F: 3 clusters Score -5495939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5495944.500000 Penalty: 5205.720703
	Iteration 41Q: 3 clusters Score -5495944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -5495948.000000 Penalty: 5205.720703
	Iteration 42Q: 3 clusters Score -5495948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -5495961.500000 Penalty: 5205.720703
	Iteration 43Q: 3 clusters Score -5495962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -5495960.500000 Penalty: 5205.720703
	Iteration 44Q: 3 clusters Score -5495960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5495988.500000 Penalty: 5205.720703
	Iteration 45Q: 3 clusters Score -5495988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -5495994.000000 Penalty: 5205.720703
	Iteration 46Q: 3 clusters Score -5495994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5495994.000000 Penalty: 5205.720703
	Iteration 47Q: 3 clusters Score -5495994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5495986.500000 Penalty: 5205.720703
	Iteration 48Q: 3 clusters Score -5495986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -5495998.500000 Penalty: 5205.720703
	Iteration 49Q: 3 clusters Score -5495998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5495995.000000 Penalty: 5205.720703
	Iteration 50Q: 3 clusters Score -5495995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5495997.000000 Penalty: 5205.720703
	Iteration 51Q: 3 clusters Score -5495997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -5496003.500000 Penalty: 5205.720703
	Iteration 52Q: 3 clusters Score -5496004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5496010.500000 Penalty: 5205.720703
	Iteration 53Q: 3 clusters Score -5496010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5495998.500000 Penalty: 5205.720703
	Iteration 54Q: 3 clusters Score -5495998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5495982.500000 Penalty: 5205.720703
	Iteration 55Q: 3 clusters Score -5495982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5495996.000000 Penalty: 5205.720703
	Iteration 56Q: 3 clusters Score -5495996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5495989.500000 Penalty: 5205.720703
	Iteration 57Q: 3 clusters Score -5495990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5495986.500000 Penalty: 5205.720703
	Iteration 58Q: 3 clusters Score -5495986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5495981.000000 Penalty: 5205.720703
	Iteration 59Q: 3 clusters Score -5495981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5495984.500000 Penalty: 5205.720703
	Iteration 60F: 3 clusters Score -5495984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5495989.000000 Penalty: 5205.720703
	Iteration 61Q: 3 clusters Score -5495989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5495994.000000 Penalty: 5205.720703
	Iteration 62Q: 3 clusters Score -5495994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5495994.000000 Penalty: 5205.720703
	Iteration 63Q: 3 clusters Score -5495994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -5495996.500000 Penalty: 5205.720703
	Iteration 64Q: 3 clusters Score -5495996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5496005.000000 Penalty: 5205.720703
	Iteration 65Q: 3 clusters Score -5496005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5496004.500000 Penalty: 5205.720703
	Iteration 66Q: 3 clusters Score -5496004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5496001.000000 Penalty: 5205.720703
	Iteration 67Q: 3 clusters Score -5496001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5496005.500000 Penalty: 5205.720703
	Iteration 68Q: 3 clusters Score -5496006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -5496001.500000 Penalty: 5205.720703
	Iteration 69Q: 3 clusters Score -5496002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5496002.000000 Penalty: 5205.720703
	Iteration 70Q: 3 clusters Score -5496002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5496007.500000 Penalty: 5205.720703
	Iteration 71Q: 3 clusters Score -5496008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5495999.500000 Penalty: 5205.720703
	Iteration 72Q: 3 clusters Score -5496000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5496007.000000 Penalty: 5205.720703
	Iteration 73Q: 3 clusters Score -5496007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5496011.500000 Penalty: 5205.720703
	Iteration 74Q: 3 clusters Score -5496012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5496008.500000 Penalty: 5205.720703
	Iteration 75Q: 3 clusters Score -5496008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5496005.000000 Penalty: 5205.720703
	Iteration 76Q: 3 clusters Score -5496005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5496006.000000 Penalty: 5205.720703
	Iteration 77Q: 3 clusters Score -5496006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5496008.500000 Penalty: 5205.720703
	Iteration 78Q: 3 clusters Score -5496008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5496018.500000 Penalty: 5205.720703
	Iteration 79Q: 3 clusters Score -5496018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5496014.500000 Penalty: 5205.720703
	Iteration 80F: 3 clusters Score -5496014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5496018.500000 Penalty: 5205.720703
	Iteration 81Q: 3 clusters Score -5496018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -5496025.000000 Penalty: 5205.720703
	Iteration 82Q: 3 clusters Score -5496025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5496022.000000 Penalty: 5205.720703
	Iteration 83Q: 3 clusters Score -5496022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5496019.000000 Penalty: 5205.720703
	Iteration 84Q: 3 clusters Score -5496019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5496023.500000 Penalty: 5205.720703
	Iteration 85Q: 3 clusters Score -5496024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5496021.000000 Penalty: 5205.720703
	Iteration 86Q: 3 clusters Score -5496021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5496021.000000 Penalty: 5205.720703
	Iteration 87F: 3 clusters Score -5496021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Entering Unmasked Estep 
Score: -6840342.000000 Penalty: 2654.972412
	Iteration 0F: 2 clusters Score -6840342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -6810031.000000 Penalty: 5309.944824
	Iteration 0F: 3 clusters Score -6810031 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -6821891.500000 Penalty: 5309.944824
	Iteration 1F: 3 clusters Score -6821892 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6822787.000000 Penalty: 5309.944824
	Iteration 2F: 3 clusters Score -6822787 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -6823890.500000 Penalty: 5309.944824
	Iteration 3F: 3 clusters Score -6823890 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -6825364.500000 Penalty: 5309.944824
	Iteration 4F: 3 clusters Score -6825364 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -6827485.000000 Penalty: 5309.944824
	Iteration 5F: 3 clusters Score -6827485 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -6830212.500000 Penalty: 5309.944824
	Iteration 6F: 3 clusters Score -6830212 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -6833147.000000 Penalty: 5309.944824
	Iteration 7F: 3 clusters Score -6833147 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6835656.500000 Penalty: 5309.944824
	Iteration 8F: 3 clusters Score -6835656 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6836965.500000 Penalty: 5309.944824
	Iteration 9Q: 3 clusters Score -6836966 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -6837555.500000 Penalty: 5309.944824
	Iteration 10Q: 3 clusters Score -6837556 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -6837867.000000 Penalty: 5309.944824
	Iteration 11Q: 3 clusters Score -6837867 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -6838014.000000 Penalty: 5309.944824
	Iteration 12Q: 3 clusters Score -6838014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -6838078.000000 Penalty: 5309.944824
	Iteration 13Q: 3 clusters Score -6838078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6838134.500000 Penalty: 5309.944824
	Iteration 14Q: 3 clusters Score -6838134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -6838166.000000 Penalty: 5309.944824
	Iteration 15Q: 3 clusters Score -6838166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -6838182.000000 Penalty: 5309.944824
	Iteration 16Q: 3 clusters Score -6838182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -6838183.000000 Penalty: 5309.944824
	Iteration 17Q: 3 clusters Score -6838183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6838192.500000 Penalty: 5309.944824
	Iteration 18Q: 3 clusters Score -6838192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -6838185.500000 Penalty: 5309.944824
	Iteration 19Q: 3 clusters Score -6838186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -6838194.000000 Penalty: 5309.944824
	Iteration 20F: 3 clusters Score -6838194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -11606.326172 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -11606.33 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 67 members 
Entering Unmasked Estep 
Score: -10749.781250 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -10749.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10833.911133 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -10833.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10851.781250 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -10851.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10851.781250 Penalty: 2447.499023
	Iteration 3F: 3 clusters Score -10851.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -223152.296875 Penalty: 1838.215820
	Iteration 0F: 2 clusters Score -223152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220831.390625 Penalty: 3676.431641
	Iteration 0F: 3 clusters Score -220831.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -221530.921875 Penalty: 3676.431641
	Iteration 1F: 3 clusters Score -221530.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221994.187500 Penalty: 3676.431641
	Iteration 2F: 3 clusters Score -221994.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -222317.921875 Penalty: 3676.431641
	Iteration 3F: 3 clusters Score -222317.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -222578.515625 Penalty: 3676.431641
	Iteration 4F: 3 clusters Score -222578.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -222750.437500 Penalty: 3676.431641
	Iteration 5Q: 3 clusters Score -222750.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -222851.218750 Penalty: 3676.431641
	Iteration 6Q: 3 clusters Score -222851.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -222950.515625 Penalty: 3676.431641
	Iteration 7Q: 3 clusters Score -222950.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -223026.562500 Penalty: 3676.431641
	Iteration 8Q: 3 clusters Score -223026.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -223085.218750 Penalty: 3676.431641
	Iteration 9Q: 3 clusters Score -223085.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -223131.578125 Penalty: 3676.431641
	Iteration 10Q: 3 clusters Score -223131.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -223149.109375 Penalty: 3676.431641
	Iteration 11Q: 3 clusters Score -223149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -223162.593750 Penalty: 3676.431641
	Iteration 12Q: 3 clusters Score -223162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -223174.687500 Penalty: 3676.431641
	Iteration 13Q: 3 clusters Score -223174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -223187.031250 Penalty: 3676.431641
	Iteration 14Q: 3 clusters Score -223187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -223193.875000 Penalty: 3676.431641
	Iteration 15Q: 3 clusters Score -223193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -223202.093750 Penalty: 3676.431641
	Iteration 16Q: 3 clusters Score -223202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -223205.765625 Penalty: 3676.431641
	Iteration 17Q: 3 clusters Score -223205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -223210.625000 Penalty: 3676.431641
	Iteration 18Q: 3 clusters Score -223210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -223211.562500 Penalty: 3676.431641
	Iteration 19Q: 3 clusters Score -223211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -223211.562500 Penalty: 3676.431641
	Iteration 20F: 3 clusters Score -223211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1149 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 507 members 
Entering Unmasked Estep 
Score: -70316992.000000 Penalty: 136058.015625
Splitting cluster 33 changes total score from -70318336.000000 to -70316992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66001.101562 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64555.121094 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64555.12 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64858.265625 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -64858.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64997.156250 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -64997.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65123.921875 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -65123.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65315.035156 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -65315.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65439.847656 Penalty: 3106.645508
	Iteration 5F: 3 clusters Score -65439.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -65502.238281 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -65502.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65524.656250 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -65524.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65529.214844 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -65529.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65530.558594 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -65530.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65531.464844 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -65531.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65531.464844 Penalty: 3106.645508
	Iteration 11F: 3 clusters Score -65531.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -57591.355469 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -57591.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56218.578125 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -56218.58 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56469.964844 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -56469.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56657.546875 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -56657.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -56842.964844 Penalty: 3045.382812
	Iteration 3F: 3 clusters Score -56842.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -56918.589844 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -56918.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57019.839844 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -57019.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57102.273438 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -57102.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -57188.253906 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -57188.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57236.257812 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -57236.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -57329.378906 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -57329.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -57508.953125 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -57508.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -57662.316406 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -57662.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -57687.703125 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -57687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -57691.882812 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -57691.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -57693.398438 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -57693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -57693.582031 Penalty: 3045.382812
	Iteration 15F: 3 clusters Score -57693.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -57694.816406 Penalty: 3045.382812
	Iteration 16Q: 3 clusters Score -57694.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -57697.960938 Penalty: 3045.382812
	Iteration 17Q: 3 clusters Score -57697.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -57700.640625 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -57700.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -57700.640625 Penalty: 3045.382812
	Iteration 19F: 3 clusters Score -57700.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 56281 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 9813 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 184737 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 36149 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 20600 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 98 members 
Entering Unmasked Estep 
Score: -70316680.000000 Penalty: 136058.015625
Splitting cluster 35 changes total score from -70318336.000000 to -70316680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -22734.250000 Penalty: 1353.977295
	Iteration 0F: 2 clusters Score -22734.25 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 116 members 
Entering Unmasked Estep 
Score: -21818.564453 Penalty: 2707.954590
	Iteration 0F: 3 clusters Score -21818.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22212.234375 Penalty: 2707.954590
	Iteration 1F: 3 clusters Score -22212.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22390.447266 Penalty: 2707.954590
	Iteration 2F: 3 clusters Score -22390.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22499.976562 Penalty: 2707.954590
	Iteration 3Q: 3 clusters Score -22499.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22556.167969 Penalty: 2707.954590
	Iteration 4Q: 3 clusters Score -22556.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22556.167969 Penalty: 2707.954590
	Iteration 5F: 3 clusters Score -22556.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -76396.679688 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -76396.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74845.250000 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -74845.25 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75054.640625 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -75054.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75117.359375 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -75117.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75137.210938 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -75137.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75143.054688 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -75143.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75145.882812 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -75145.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75148.140625 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -75148.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75149.765625 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -75149.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75153.515625 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -75153.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75154.351562 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -75154.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75154.351562 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -75154.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -20458.468750 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -20458.47 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 103 members 
Entering Unmasked Estep 
Score: -19437.720703 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -19437.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19553.214844 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -19553.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19577.347656 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -19577.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19596.796875 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -19596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19611.970703 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -19611.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19619.181641 Penalty: 2620.468994
	Iteration 5Q: 3 clusters Score -19619.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19619.181641 Penalty: 2620.468994
	Iteration 6F: 3 clusters Score -19619.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (20600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Entering Unmasked Estep 
Score: -3203013.750000 Penalty: 2463.395508
	Iteration 0F: 2 clusters Score -3203014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3188597.250000 Penalty: 4926.791016
	Iteration 0F: 3 clusters Score -3188597 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3193463.500000 Penalty: 4926.791016
	Iteration 1F: 3 clusters Score -3193464 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3193800.500000 Penalty: 4926.791016
	Iteration 2Q: 3 clusters Score -3193800 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3194093.500000 Penalty: 4926.791016
	Iteration 3Q: 3 clusters Score -3194094 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3194350.000000 Penalty: 4926.791016
	Iteration 4Q: 3 clusters Score -3194350 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3194605.000000 Penalty: 4926.791016
	Iteration 5Q: 3 clusters Score -3194605 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3194834.250000 Penalty: 4926.791016
	Iteration 6Q: 3 clusters Score -3194834 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3195031.750000 Penalty: 4926.791016
	Iteration 7Q: 3 clusters Score -3195032 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3195212.000000 Penalty: 4926.791016
	Iteration 8Q: 3 clusters Score -3195212 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3195387.500000 Penalty: 4926.791016
	Iteration 9Q: 3 clusters Score -3195388 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3195614.000000 Penalty: 4926.791016
	Iteration 10Q: 3 clusters Score -3195614 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3195945.750000 Penalty: 4926.791016
	Iteration 11Q: 3 clusters Score -3195946 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3196430.000000 Penalty: 4926.791016
	Iteration 12Q: 3 clusters Score -3196430 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3197077.250000 Penalty: 4926.791016
	Iteration 13F: 3 clusters Score -3197077 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3197836.500000 Penalty: 4926.791016
	Iteration 14F: 3 clusters Score -3197836 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3198694.750000 Penalty: 4926.791016
	Iteration 15F: 3 clusters Score -3198695 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3199520.750000 Penalty: 4926.791016
	Iteration 16F: 3 clusters Score -3199521 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3200191.250000 Penalty: 4926.791016
	Iteration 17Q: 3 clusters Score -3200191 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3200700.750000 Penalty: 4926.791016
	Iteration 18Q: 3 clusters Score -3200701 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3201032.000000 Penalty: 4926.791016
	Iteration 19Q: 3 clusters Score -3201032 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3201248.000000 Penalty: 4926.791016
	Iteration 20F: 3 clusters Score -3201248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3201412.250000 Penalty: 4926.791016
	Iteration 21Q: 3 clusters Score -3201412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3201506.750000 Penalty: 4926.791016
	Iteration 22Q: 3 clusters Score -3201507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3201563.250000 Penalty: 4926.791016
	Iteration 23Q: 3 clusters Score -3201563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3201587.500000 Penalty: 4926.791016
	Iteration 24Q: 3 clusters Score -3201588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3201608.750000 Penalty: 4926.791016
	Iteration 25Q: 3 clusters Score -3201609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3201614.250000 Penalty: 4926.791016
	Iteration 26Q: 3 clusters Score -3201614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3201618.250000 Penalty: 4926.791016
	Iteration 27Q: 3 clusters Score -3201618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3201623.000000 Penalty: 4926.791016
	Iteration 28Q: 3 clusters Score -3201623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3201621.000000 Penalty: 4926.791016
	Iteration 29Q: 3 clusters Score -3201621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3201622.750000 Penalty: 4926.791016
	Iteration 30Q: 3 clusters Score -3201623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3201624.250000 Penalty: 4926.791016
	Iteration 31Q: 3 clusters Score -3201624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3201625.000000 Penalty: 4926.791016
	Iteration 32Q: 3 clusters Score -3201625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3201627.000000 Penalty: 4926.791016
	Iteration 33Q: 3 clusters Score -3201627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3201629.000000 Penalty: 4926.791016
	Iteration 34Q: 3 clusters Score -3201629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3201626.250000 Penalty: 4926.791016
	Iteration 35Q: 3 clusters Score -3201626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3201631.000000 Penalty: 4926.791016
	Iteration 36Q: 3 clusters Score -3201631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3201631.000000 Penalty: 4926.791016
	Iteration 37Q: 3 clusters Score -3201631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3201628.000000 Penalty: 4926.791016
	Iteration 38Q: 3 clusters Score -3201628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3201628.000000 Penalty: 4926.791016
	Iteration 39F: 3 clusters Score -3201628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -14125.596680 Penalty: 1230.785522
	Iteration 0F: 2 clusters Score -14125.6 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 72 members 
Entering Unmasked Estep 
Score: -13424.140625 Penalty: 2461.571045
	Iteration 0F: 3 clusters Score -13424.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13468.209961 Penalty: 2461.571045
	Iteration 1F: 3 clusters Score -13468.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13481.323242 Penalty: 2461.571045
	Iteration 2Q: 3 clusters Score -13481.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13496.125977 Penalty: 2461.571045
	Iteration 3Q: 3 clusters Score -13496.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13500.239258 Penalty: 2461.571045
	Iteration 4Q: 3 clusters Score -13500.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13506.287109 Penalty: 2461.571045
	Iteration 5Q: 3 clusters Score -13506.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13515.666016 Penalty: 2461.571045
	Iteration 6Q: 3 clusters Score -13515.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13524.129883 Penalty: 2461.571045
	Iteration 7Q: 3 clusters Score -13524.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13540.793945 Penalty: 2461.571045
	Iteration 8Q: 3 clusters Score -13540.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13540.793945 Penalty: 2461.571045
	Iteration 9F: 3 clusters Score -13540.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -37145.183594 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -37145.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35974.902344 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -35974.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36111.324219 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -36111.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36179.687500 Penalty: 2782.298096
	Iteration 2F: 3 clusters Score -36179.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36233.480469 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -36233.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36242.097656 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -36242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36250.062500 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -36250.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36255.621094 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -36255.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36255.621094 Penalty: 2782.298096
	Iteration 7F: 3 clusters Score -36255.62 nChanged 0
--- Evaluating fit on full set of 1412708 points ---
Entering Unmasked Estep 
Score: -211084320.000000 Penalty: 143989.250000
23->42 Clusters: Score -211084320.000000, best is -211208784.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 470902 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20637 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 20458 members 
Mstep: Class 5 contains 20461 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 20517 members 
Mstep: Class 9 contains 20443 members 
Mstep: Class 10 contains 20533 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 20412 members 
Mstep: Class 14 contains 20296 members 
Mstep: Class 15 contains 20487 members 
Mstep: Class 16 contains 20326 members 
Mstep: Class 17 contains 20453 members 
Mstep: Class 18 contains 20240 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 20733 members 
Mstep: Class 21 contains 20407 members 
Mstep: Class 22 contains 20533 members 
Mstep: Class 23 contains 20552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 706.103760 but Gain 3239.476562
Score: -63995044.000000 Penalty: 71268.484375
Iteration 0F: 23 clusters Score -6.399504e+07 nChanged 450431
Entering Unmasked Mstep 
Mstep: Class 0 contains 4007 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 1067 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 53750 members 
Mstep: Class 8 contains 13849 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 25446 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 2277 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 295538 members 
Mstep: Class 20 contains 15475 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 3238 members 
Mstep: Class 23 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2567.428223 but Gain 3239.476562
Score: -69036200.000000 Penalty: 68029.007812
Iteration 1F: 22 clusters Score -6.90362e+07 nChanged 129208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1757 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 41313 members 
Mstep: Class 8 contains 13031 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 16525 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 339642 members 
Mstep: Class 20 contains 11605 members 
Mstep: Class 21 contains 5496 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69511024.000000 Penalty: 68029.007812
Iteration 2F: 22 clusters Score -6.951102e+07 nChanged 70044
Entering Unmasked Mstep 
Mstep: Class 0 contains 837 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7212 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 39096 members 
Mstep: Class 8 contains 19534 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 18922 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 4304 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 325510 members 
Mstep: Class 20 contains 14473 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69729056.000000 Penalty: 68029.007812
Iteration 3F: 22 clusters Score -6.972906e+07 nChanged 50898
Entering Unmasked Mstep 
Mstep: Class 0 contains 707 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12026 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 41323 members 
Mstep: Class 8 contains 29333 members 
Mstep: Class 9 contains 3922 members 
Mstep: Class 10 contains 21731 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 5063 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 855 members 
Mstep: Class 18 contains 1662 members 
Mstep: Class 19 contains 304770 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69845704.000000 Penalty: 68029.007812
Iteration 4F: 22 clusters Score -6.98457e+07 nChanged 38218
Entering Unmasked Mstep 
Mstep: Class 0 contains 676 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 43595 members 
Mstep: Class 8 contains 39238 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 23469 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 287618 members 
Mstep: Class 20 contains 14741 members 
Mstep: Class 21 contains 2870 members 
Mstep: Class 22 contains 4814 members 
Mstep: Class 23 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69907568.000000 Penalty: 68029.007812
Iteration 5F: 22 clusters Score -6.990757e+07 nChanged 31287
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 21499 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 44811 members 
Mstep: Class 8 contains 48582 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 24678 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 1124 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 272362 members 
Mstep: Class 20 contains 13487 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 3831 members 
Mstep: Class 23 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69957912.000000 Penalty: 68029.007812
Iteration 6F: 22 clusters Score -6.995791e+07 nChanged 27712
Entering Unmasked Mstep 
Mstep: Class 0 contains 639 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 26829 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 44714 members 
Mstep: Class 8 contains 56993 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 25481 members 
Mstep: Class 11 contains 2327 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 5095 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 258303 members 
Mstep: Class 20 contains 12783 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70002160.000000 Penalty: 68029.007812
Iteration 7F: 22 clusters Score -7.000216e+07 nChanged 26436
Entering Unmasked Mstep 
Mstep: Class 0 contains 620 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 4 contains 2176 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 43987 members 
Mstep: Class 8 contains 64095 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 25584 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 244754 members 
Mstep: Class 20 contains 12378 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044728.000000 Penalty: 68029.007812
Iteration 8F: 22 clusters Score -7.004473e+07 nChanged 25821
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 39990 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 43106 members 
Mstep: Class 8 contains 69935 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 25126 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 3016 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 231564 members 
Mstep: Class 20 contains 12179 members 
Mstep: Class 21 contains 2658 members 
Mstep: Class 22 contains 3627 members 
Mstep: Class 23 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70090064.000000 Penalty: 68029.007812
Iteration 9F: 22 clusters Score -7.009006e+07 nChanged 23591
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 45134 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 5985 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 42110 members 
Mstep: Class 8 contains 74599 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 24078 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 13 contains 5123 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 221276 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 2726 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70124104.000000 Penalty: 68029.007812
Iteration 10F: 22 clusters Score -7.01241e+07 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 584 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 48289 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 6 contains 973 members 
Mstep: Class 7 contains 41187 members 
Mstep: Class 8 contains 78534 members 
Mstep: Class 9 contains 1813 members 
Mstep: Class 10 contains 22853 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 213985 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 2834 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70146000.000000 Penalty: 68029.007812
Iteration 11Q: 22 clusters Score -7.0146e+07 nChanged 15373
Entering Unmasked Mstep 
Mstep: Class 0 contains 582 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 50133 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 40483 members 
Mstep: Class 8 contains 82371 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 21630 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 15 contains 4638 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 208341 members 
Mstep: Class 20 contains 11654 members 
Mstep: Class 21 contains 2979 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70158592.000000 Penalty: 68029.007812
Iteration 12Q: 22 clusters Score -7.015859e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 51556 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 8452 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 39856 members 
Mstep: Class 8 contains 86510 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 20333 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 13 contains 5544 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 203051 members 
Mstep: Class 20 contains 11472 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 5670 members 
Mstep: Class 23 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70169912.000000 Penalty: 68029.007812
Iteration 13Q: 22 clusters Score -7.016991e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 52805 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 8976 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 39327 members 
Mstep: Class 8 contains 90967 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 18981 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 13 contains 5436 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 197832 members 
Mstep: Class 20 contains 11263 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70178112.000000 Penalty: 68029.007812
Iteration 14Q: 22 clusters Score -7.017811e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 53933 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 9382 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 95574 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 17543 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 13 contains 5402 members 
Mstep: Class 14 contains 2185 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 1961 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 192610 members 
Mstep: Class 20 contains 10979 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 7004 members 
Mstep: Class 23 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70185976.000000 Penalty: 68029.007812
Iteration 15Q: 22 clusters Score -7.018598e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 54928 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 9669 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 38629 members 
Mstep: Class 8 contains 100197 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 187405 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 4175 members 
Mstep: Class 22 contains 7805 members 
Mstep: Class 23 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70193016.000000 Penalty: 68029.007812
Iteration 16Q: 22 clusters Score -7.019302e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 55793 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 38519 members 
Mstep: Class 8 contains 104923 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 2210 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 182199 members 
Mstep: Class 20 contains 10535 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 8688 members 
Mstep: Class 23 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70199400.000000 Penalty: 68029.007812
Iteration 17Q: 22 clusters Score -7.01994e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 56475 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 10029 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 38442 members 
Mstep: Class 8 contains 109786 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 1221 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 177037 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70205064.000000 Penalty: 68029.007812
Iteration 18Q: 22 clusters Score -7.020506e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 57021 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 10179 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 38359 members 
Mstep: Class 8 contains 114555 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4474 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 172059 members 
Mstep: Class 20 contains 10368 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210088.000000 Penalty: 68029.007812
Iteration 19Q: 22 clusters Score -7.021009e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 57406 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 10315 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 38297 members 
Mstep: Class 8 contains 119222 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 1067 members 
Mstep: Class 19 contains 167199 members 
Mstep: Class 20 contains 10330 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 11618 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70215040.000000 Penalty: 68029.007812
Iteration 20F: 22 clusters Score -7.021504e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 570 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 57610 members 
Mstep: Class 4 contains 1968 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 38322 members 
Mstep: Class 8 contains 123620 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 8535 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 162617 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 5455 members 
Mstep: Class 22 contains 12664 members 
Mstep: Class 23 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70219848.000000 Penalty: 68029.007812
Iteration 21Q: 22 clusters Score -7.021985e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 57654 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 38367 members 
Mstep: Class 8 contains 127688 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 158440 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 13691 members 
Mstep: Class 23 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70223952.000000 Penalty: 68029.007812
Iteration 22Q: 22 clusters Score -7.022395e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 57566 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 38441 members 
Mstep: Class 8 contains 131405 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 1066 members 
Mstep: Class 19 contains 154522 members 
Mstep: Class 20 contains 10289 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 14712 members 
Mstep: Class 23 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70226880.000000 Penalty: 68029.007812
Iteration 23Q: 22 clusters Score -7.022688e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 57397 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 38497 members 
Mstep: Class 8 contains 134781 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 150968 members 
Mstep: Class 20 contains 10288 members 
Mstep: Class 21 contains 5788 members 
Mstep: Class 22 contains 15621 members 
Mstep: Class 23 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70229352.000000 Penalty: 68029.007812
Iteration 24Q: 22 clusters Score -7.022935e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 57146 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 10689 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 38579 members 
Mstep: Class 8 contains 137826 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 13 contains 5196 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 147693 members 
Mstep: Class 20 contains 10286 members 
Mstep: Class 21 contains 5873 members 
Mstep: Class 22 contains 16482 members 
Mstep: Class 23 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230944.000000 Penalty: 68029.007812
Iteration 25Q: 22 clusters Score -7.023094e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 56852 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 10722 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 38680 members 
Mstep: Class 8 contains 140590 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 144689 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 17277 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70231608.000000 Penalty: 68029.007812
Iteration 26Q: 22 clusters Score -7.023161e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 56518 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 10754 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 38777 members 
Mstep: Class 8 contains 143174 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 13 contains 5187 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 141870 members 
Mstep: Class 20 contains 10278 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 17991 members 
Mstep: Class 23 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232200.000000 Penalty: 68029.007812
Iteration 27Q: 22 clusters Score -7.02322e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 56191 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 10783 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 38912 members 
Mstep: Class 8 contains 145517 members 
Mstep: Class 9 contains 2506 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 13 contains 5187 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 139212 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 18664 members 
Mstep: Class 23 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70233040.000000 Penalty: 68029.007812
Iteration 28Q: 22 clusters Score -7.023304e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 55836 members 
Mstep: Class 4 contains 1895 members 
Mstep: Class 5 contains 10801 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 39029 members 
Mstep: Class 8 contains 147681 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 136758 members 
Mstep: Class 20 contains 10269 members 
Mstep: Class 21 contains 6266 members 
Mstep: Class 22 contains 19294 members 
Mstep: Class 23 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70233504.000000 Penalty: 68029.007812
Iteration 29Q: 22 clusters Score -7.02335e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 55475 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 39145 members 
Mstep: Class 8 contains 149798 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 13 contains 5193 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 4470 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 134377 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70234072.000000 Penalty: 68029.007812
Iteration 30Q: 22 clusters Score -7.023407e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 55152 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 10833 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 39242 members 
Mstep: Class 8 contains 151879 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 132035 members 
Mstep: Class 20 contains 10270 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 20336 members 
Mstep: Class 23 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70234248.000000 Penalty: 68029.007812
Iteration 31Q: 22 clusters Score -7.023425e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 54876 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 10853 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 39323 members 
Mstep: Class 8 contains 153873 members 
Mstep: Class 9 contains 2529 members 
Mstep: Class 10 contains 3058 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 129701 members 
Mstep: Class 20 contains 10269 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 20799 members 
Mstep: Class 23 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70234512.000000 Penalty: 68029.007812
Iteration 32Q: 22 clusters Score -7.023451e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 10866 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 155913 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 1892 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 127283 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 21286 members 
Mstep: Class 23 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70234816.000000 Penalty: 68029.007812
Iteration 33Q: 22 clusters Score -7.023482e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 54357 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 10881 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 39551 members 
Mstep: Class 8 contains 157886 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 4463 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 124904 members 
Mstep: Class 20 contains 10267 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 21732 members 
Mstep: Class 23 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70234984.000000 Penalty: 68029.007812
Iteration 34Q: 22 clusters Score -7.023498e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 54143 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 39627 members 
Mstep: Class 8 contains 159867 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 122545 members 
Mstep: Class 20 contains 10264 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70235184.000000 Penalty: 68029.007812
Iteration 35Q: 22 clusters Score -7.023518e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 53926 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 10917 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 39724 members 
Mstep: Class 8 contains 161692 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 2914 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 120382 members 
Mstep: Class 20 contains 10263 members 
Mstep: Class 21 contains 6941 members 
Mstep: Class 22 contains 22555 members 
Mstep: Class 23 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70235464.000000 Penalty: 68029.007812
Iteration 36Q: 22 clusters Score -7.023546e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 53722 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 10915 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 39828 members 
Mstep: Class 8 contains 163302 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 11 contains 5955 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 118462 members 
Mstep: Class 20 contains 10264 members 
Mstep: Class 21 contains 7021 members 
Mstep: Class 22 contains 22896 members 
Mstep: Class 23 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70235584.000000 Penalty: 68029.007812
Iteration 37Q: 22 clusters Score -7.023558e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 53504 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 10915 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 39933 members 
Mstep: Class 8 contains 164800 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 1329 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 116733 members 
Mstep: Class 20 contains 10266 members 
Mstep: Class 21 contains 7073 members 
Mstep: Class 22 contains 23188 members 
Mstep: Class 23 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70235536.000000 Penalty: 68029.007812
Iteration 38Q: 22 clusters Score -7.023554e+07 nChanged 2548
Entering ConstructFrom: 
Score: -70235536.000000 Penalty: 68029.007812
Entering ConstructFrom: 
Trying to split cluster 1 (12050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Entering Unmasked Estep 
Score: -1810307.875000 Penalty: 2330.411377
	Iteration 0F: 2 clusters Score -1810308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1801326.125000 Penalty: 4660.822754
	Iteration 0F: 3 clusters Score -1801326 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1803980.625000 Penalty: 4660.822754
	Iteration 1F: 3 clusters Score -1803981 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1804352.125000 Penalty: 4660.822754
	Iteration 2F: 3 clusters Score -1804352 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1804674.000000 Penalty: 4660.822754
	Iteration 3F: 3 clusters Score -1804674 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1804972.750000 Penalty: 4660.822754
	Iteration 4Q: 3 clusters Score -1804973 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1805227.875000 Penalty: 4660.822754
	Iteration 5Q: 3 clusters Score -1805228 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1805453.375000 Penalty: 4660.822754
	Iteration 6Q: 3 clusters Score -1805453 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1805652.500000 Penalty: 4660.822754
	Iteration 7Q: 3 clusters Score -1805652 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1805814.750000 Penalty: 4660.822754
	Iteration 8Q: 3 clusters Score -1805815 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1805947.500000 Penalty: 4660.822754
	Iteration 9Q: 3 clusters Score -1805948 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1806054.875000 Penalty: 4660.822754
	Iteration 10Q: 3 clusters Score -1806055 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1806138.250000 Penalty: 4660.822754
	Iteration 11Q: 3 clusters Score -1806138 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1806219.875000 Penalty: 4660.822754
	Iteration 12Q: 3 clusters Score -1806220 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1806287.375000 Penalty: 4660.822754
	Iteration 13Q: 3 clusters Score -1806287 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1806359.375000 Penalty: 4660.822754
	Iteration 14Q: 3 clusters Score -1806359 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1806457.500000 Penalty: 4660.822754
	Iteration 15Q: 3 clusters Score -1806458 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1806549.000000 Penalty: 4660.822754
	Iteration 16Q: 3 clusters Score -1806549 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1806628.000000 Penalty: 4660.822754
	Iteration 17Q: 3 clusters Score -1806628 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1806718.875000 Penalty: 4660.822754
	Iteration 18Q: 3 clusters Score -1806719 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1806785.500000 Penalty: 4660.822754
	Iteration 19Q: 3 clusters Score -1806786 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1806841.000000 Penalty: 4660.822754
	Iteration 20F: 3 clusters Score -1806841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1806881.000000 Penalty: 4660.822754
	Iteration 21Q: 3 clusters Score -1806881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1806918.375000 Penalty: 4660.822754
	Iteration 22Q: 3 clusters Score -1806918 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1806956.500000 Penalty: 4660.822754
	Iteration 23Q: 3 clusters Score -1806956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1806976.625000 Penalty: 4660.822754
	Iteration 24Q: 3 clusters Score -1806977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1807000.625000 Penalty: 4660.822754
	Iteration 25Q: 3 clusters Score -1807001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1807012.875000 Penalty: 4660.822754
	Iteration 26Q: 3 clusters Score -1807013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1807027.375000 Penalty: 4660.822754
	Iteration 27Q: 3 clusters Score -1807027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1807045.250000 Penalty: 4660.822754
	Iteration 28Q: 3 clusters Score -1807045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1807060.250000 Penalty: 4660.822754
	Iteration 29Q: 3 clusters Score -1807060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1807065.875000 Penalty: 4660.822754
	Iteration 30Q: 3 clusters Score -1807066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1807074.375000 Penalty: 4660.822754
	Iteration 31Q: 3 clusters Score -1807074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1807080.875000 Penalty: 4660.822754
	Iteration 32Q: 3 clusters Score -1807081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1807088.000000 Penalty: 4660.822754
	Iteration 33Q: 3 clusters Score -1807088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1807097.000000 Penalty: 4660.822754
	Iteration 34Q: 3 clusters Score -1807097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1807095.125000 Penalty: 4660.822754
	Iteration 35Q: 3 clusters Score -1807095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1807097.875000 Penalty: 4660.822754
	Iteration 36Q: 3 clusters Score -1807098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1807106.000000 Penalty: 4660.822754
	Iteration 37Q: 3 clusters Score -1807106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1807115.250000 Penalty: 4660.822754
	Iteration 38Q: 3 clusters Score -1807115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1807119.625000 Penalty: 4660.822754
	Iteration 39Q: 3 clusters Score -1807120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1807123.250000 Penalty: 4660.822754
	Iteration 40F: 3 clusters Score -1807123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1807132.500000 Penalty: 4660.822754
	Iteration 41Q: 3 clusters Score -1807132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1807144.375000 Penalty: 4660.822754
	Iteration 42Q: 3 clusters Score -1807144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1807143.625000 Penalty: 4660.822754
	Iteration 43Q: 3 clusters Score -1807144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1807150.000000 Penalty: 4660.822754
	Iteration 44Q: 3 clusters Score -1807150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1807155.375000 Penalty: 4660.822754
	Iteration 45Q: 3 clusters Score -1807155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1807153.750000 Penalty: 4660.822754
	Iteration 46Q: 3 clusters Score -1807154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1807158.625000 Penalty: 4660.822754
	Iteration 47Q: 3 clusters Score -1807159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1807162.250000 Penalty: 4660.822754
	Iteration 48Q: 3 clusters Score -1807162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1807165.625000 Penalty: 4660.822754
	Iteration 49Q: 3 clusters Score -1807166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1807171.875000 Penalty: 4660.822754
	Iteration 50Q: 3 clusters Score -1807172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1807176.750000 Penalty: 4660.822754
	Iteration 51Q: 3 clusters Score -1807177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1807179.500000 Penalty: 4660.822754
	Iteration 52Q: 3 clusters Score -1807180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1807184.750000 Penalty: 4660.822754
	Iteration 53Q: 3 clusters Score -1807185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1807190.000000 Penalty: 4660.822754
	Iteration 54Q: 3 clusters Score -1807190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1807188.875000 Penalty: 4660.822754
	Iteration 55Q: 3 clusters Score -1807189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1807187.000000 Penalty: 4660.822754
	Iteration 56Q: 3 clusters Score -1807187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1807190.750000 Penalty: 4660.822754
	Iteration 57Q: 3 clusters Score -1807191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1807194.750000 Penalty: 4660.822754
	Iteration 58Q: 3 clusters Score -1807195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1807193.125000 Penalty: 4660.822754
	Iteration 59Q: 3 clusters Score -1807193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1807197.875000 Penalty: 4660.822754
	Iteration 60F: 3 clusters Score -1807198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1807200.375000 Penalty: 4660.822754
	Iteration 61Q: 3 clusters Score -1807200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1807197.500000 Penalty: 4660.822754
	Iteration 62Q: 3 clusters Score -1807198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1807201.500000 Penalty: 4660.822754
	Iteration 63Q: 3 clusters Score -1807202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1807210.875000 Penalty: 4660.822754
	Iteration 64Q: 3 clusters Score -1807211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1807211.750000 Penalty: 4660.822754
	Iteration 65Q: 3 clusters Score -1807212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1807210.250000 Penalty: 4660.822754
	Iteration 66Q: 3 clusters Score -1807210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1807219.875000 Penalty: 4660.822754
	Iteration 67Q: 3 clusters Score -1807220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1807223.375000 Penalty: 4660.822754
	Iteration 68Q: 3 clusters Score -1807223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1807228.250000 Penalty: 4660.822754
	Iteration 69Q: 3 clusters Score -1807228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1807237.750000 Penalty: 4660.822754
	Iteration 70Q: 3 clusters Score -1807238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1807242.625000 Penalty: 4660.822754
	Iteration 71Q: 3 clusters Score -1807243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1807249.250000 Penalty: 4660.822754
	Iteration 72Q: 3 clusters Score -1807249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1807264.875000 Penalty: 4660.822754
	Iteration 73Q: 3 clusters Score -1807265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1807275.250000 Penalty: 4660.822754
	Iteration 74Q: 3 clusters Score -1807275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1807288.250000 Penalty: 4660.822754
	Iteration 75Q: 3 clusters Score -1807288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1807305.875000 Penalty: 4660.822754
	Iteration 76Q: 3 clusters Score -1807306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1807319.625000 Penalty: 4660.822754
	Iteration 77Q: 3 clusters Score -1807320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1807330.375000 Penalty: 4660.822754
	Iteration 78Q: 3 clusters Score -1807330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1807350.500000 Penalty: 4660.822754
	Iteration 79Q: 3 clusters Score -1807350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1807370.250000 Penalty: 4660.822754
	Iteration 80F: 3 clusters Score -1807370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1807383.625000 Penalty: 4660.822754
	Iteration 81Q: 3 clusters Score -1807384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1807398.625000 Penalty: 4660.822754
	Iteration 82Q: 3 clusters Score -1807399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1807420.125000 Penalty: 4660.822754
	Iteration 83Q: 3 clusters Score -1807420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1807429.500000 Penalty: 4660.822754
	Iteration 84Q: 3 clusters Score -1807430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1807444.250000 Penalty: 4660.822754
	Iteration 85Q: 3 clusters Score -1807444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1807456.750000 Penalty: 4660.822754
	Iteration 86Q: 3 clusters Score -1807457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1807475.000000 Penalty: 4660.822754
	Iteration 87Q: 3 clusters Score -1807475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1807488.000000 Penalty: 4660.822754
	Iteration 88Q: 3 clusters Score -1807488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1807501.750000 Penalty: 4660.822754
	Iteration 89Q: 3 clusters Score -1807502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1807527.125000 Penalty: 4660.822754
	Iteration 90Q: 3 clusters Score -1807527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1807547.250000 Penalty: 4660.822754
	Iteration 91Q: 3 clusters Score -1807547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1807563.375000 Penalty: 4660.822754
	Iteration 92Q: 3 clusters Score -1807563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1807585.250000 Penalty: 4660.822754
	Iteration 93Q: 3 clusters Score -1807585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1807610.375000 Penalty: 4660.822754
	Iteration 94Q: 3 clusters Score -1807610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1807626.625000 Penalty: 4660.822754
	Iteration 95Q: 3 clusters Score -1807627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1807647.500000 Penalty: 4660.822754
	Iteration 96Q: 3 clusters Score -1807648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1807664.125000 Penalty: 4660.822754
	Iteration 97Q: 3 clusters Score -1807664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1807685.750000 Penalty: 4660.822754
	Iteration 98Q: 3 clusters Score -1807686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1807716.125000 Penalty: 4660.822754
	Iteration 99Q: 3 clusters Score -1807716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1807737.500000 Penalty: 4660.822754
	Iteration 100F: 3 clusters Score -1807738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1807763.750000 Penalty: 4660.822754
	Iteration 101Q: 3 clusters Score -1807764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1807788.250000 Penalty: 4660.822754
	Iteration 102Q: 3 clusters Score -1807788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1807813.625000 Penalty: 4660.822754
	Iteration 103Q: 3 clusters Score -1807814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1807841.375000 Penalty: 4660.822754
	Iteration 104Q: 3 clusters Score -1807841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1807874.125000 Penalty: 4660.822754
	Iteration 105Q: 3 clusters Score -1807874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1807928.250000 Penalty: 4660.822754
	Iteration 106Q: 3 clusters Score -1807928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1807973.375000 Penalty: 4660.822754
	Iteration 107Q: 3 clusters Score -1807973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1808008.000000 Penalty: 4660.822754
	Iteration 108Q: 3 clusters Score -1808008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1808031.750000 Penalty: 4660.822754
	Iteration 109Q: 3 clusters Score -1808032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1808053.125000 Penalty: 4660.822754
	Iteration 110Q: 3 clusters Score -1808053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1808068.125000 Penalty: 4660.822754
	Iteration 111Q: 3 clusters Score -1808068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1808087.875000 Penalty: 4660.822754
	Iteration 112Q: 3 clusters Score -1808088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1808113.250000 Penalty: 4660.822754
	Iteration 113Q: 3 clusters Score -1808113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1808137.750000 Penalty: 4660.822754
	Iteration 114Q: 3 clusters Score -1808138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1808152.375000 Penalty: 4660.822754
	Iteration 115Q: 3 clusters Score -1808152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1808171.875000 Penalty: 4660.822754
	Iteration 116Q: 3 clusters Score -1808172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1808186.250000 Penalty: 4660.822754
	Iteration 117Q: 3 clusters Score -1808186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1808201.875000 Penalty: 4660.822754
	Iteration 118Q: 3 clusters Score -1808202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1808222.750000 Penalty: 4660.822754
	Iteration 119Q: 3 clusters Score -1808223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1808230.875000 Penalty: 4660.822754
	Iteration 120F: 3 clusters Score -1808231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1808244.125000 Penalty: 4660.822754
	Iteration 121Q: 3 clusters Score -1808244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1808252.875000 Penalty: 4660.822754
	Iteration 122Q: 3 clusters Score -1808253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1808257.500000 Penalty: 4660.822754
	Iteration 123Q: 3 clusters Score -1808258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1808261.875000 Penalty: 4660.822754
	Iteration 124Q: 3 clusters Score -1808262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1808268.500000 Penalty: 4660.822754
	Iteration 125Q: 3 clusters Score -1808268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1808271.125000 Penalty: 4660.822754
	Iteration 126Q: 3 clusters Score -1808271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1808271.875000 Penalty: 4660.822754
	Iteration 127Q: 3 clusters Score -1808272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1808274.125000 Penalty: 4660.822754
	Iteration 128Q: 3 clusters Score -1808274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1808278.500000 Penalty: 4660.822754
	Iteration 129Q: 3 clusters Score -1808278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1808286.000000 Penalty: 4660.822754
	Iteration 130Q: 3 clusters Score -1808286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1808290.500000 Penalty: 4660.822754
	Iteration 131Q: 3 clusters Score -1808290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1808293.375000 Penalty: 4660.822754
	Iteration 132Q: 3 clusters Score -1808293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1808294.125000 Penalty: 4660.822754
	Iteration 133Q: 3 clusters Score -1808294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1808297.000000 Penalty: 4660.822754
	Iteration 134Q: 3 clusters Score -1808297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1808296.625000 Penalty: 4660.822754
	Iteration 135Q: 3 clusters Score -1808297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1808299.000000 Penalty: 4660.822754
	Iteration 136Q: 3 clusters Score -1808299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1808301.375000 Penalty: 4660.822754
	Iteration 137Q: 3 clusters Score -1808301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1808305.625000 Penalty: 4660.822754
	Iteration 138Q: 3 clusters Score -1808306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1808307.625000 Penalty: 4660.822754
	Iteration 139Q: 3 clusters Score -1808308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1808309.500000 Penalty: 4660.822754
	Iteration 140F: 3 clusters Score -1808310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1808311.375000 Penalty: 4660.822754
	Iteration 141Q: 3 clusters Score -1808311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1808311.625000 Penalty: 4660.822754
	Iteration 142Q: 3 clusters Score -1808312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1808313.500000 Penalty: 4660.822754
	Iteration 143Q: 3 clusters Score -1808314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1808313.250000 Penalty: 4660.822754
	Iteration 144Q: 3 clusters Score -1808313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1808312.750000 Penalty: 4660.822754
	Iteration 145Q: 3 clusters Score -1808313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1808313.125000 Penalty: 4660.822754
	Iteration 146Q: 3 clusters Score -1808313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1808315.000000 Penalty: 4660.822754
	Iteration 147Q: 3 clusters Score -1808315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1808316.375000 Penalty: 4660.822754
	Iteration 148Q: 3 clusters Score -1808316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1808319.250000 Penalty: 4660.822754
	Iteration 149Q: 3 clusters Score -1808319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1808319.875000 Penalty: 4660.822754
	Iteration 150Q: 3 clusters Score -1808320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1808323.000000 Penalty: 4660.822754
	Iteration 151Q: 3 clusters Score -1808323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1808323.000000 Penalty: 4660.822754
	Iteration 152F: 3 clusters Score -1808323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Entering Unmasked Estep 
Score: -8146017.000000 Penalty: 2699.113770
	Iteration 0F: 2 clusters Score -8146017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -8109958.500000 Penalty: 5398.227539
	Iteration 0F: 3 clusters Score -8109958 nChanged 24790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -8123869.000000 Penalty: 5398.227539
	Iteration 1F: 3 clusters Score -8123869 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -8124362.500000 Penalty: 5398.227539
	Iteration 2Q: 3 clusters Score -8124362 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -8124823.500000 Penalty: 5398.227539
	Iteration 3Q: 3 clusters Score -8124824 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8125258.000000 Penalty: 5398.227539
	Iteration 4Q: 3 clusters Score -8125258 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -8125769.000000 Penalty: 5398.227539
	Iteration 5Q: 3 clusters Score -8125769 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -8126469.000000 Penalty: 5398.227539
	Iteration 6Q: 3 clusters Score -8126469 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -8127449.500000 Penalty: 5398.227539
	Iteration 7Q: 3 clusters Score -8127450 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -8128687.000000 Penalty: 5398.227539
	Iteration 8Q: 3 clusters Score -8128687 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -8130001.000000 Penalty: 5398.227539
	Iteration 9Q: 3 clusters Score -8130001 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -8131497.500000 Penalty: 5398.227539
	Iteration 10Q: 3 clusters Score -8131498 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -8132955.500000 Penalty: 5398.227539
	Iteration 11Q: 3 clusters Score -8132956 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -8134399.000000 Penalty: 5398.227539
	Iteration 12Q: 3 clusters Score -8134399 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -8135831.500000 Penalty: 5398.227539
	Iteration 13Q: 3 clusters Score -8135832 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -8137192.500000 Penalty: 5398.227539
	Iteration 14Q: 3 clusters Score -8137192 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -8138120.500000 Penalty: 5398.227539
	Iteration 15Q: 3 clusters Score -8138120 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -8138891.000000 Penalty: 5398.227539
	Iteration 16Q: 3 clusters Score -8138891 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -8139447.000000 Penalty: 5398.227539
	Iteration 17Q: 3 clusters Score -8139447 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -8139846.000000 Penalty: 5398.227539
	Iteration 18Q: 3 clusters Score -8139846 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8140240.000000 Penalty: 5398.227539
	Iteration 19Q: 3 clusters Score -8140240 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -8140628.500000 Penalty: 5398.227539
	Iteration 20F: 3 clusters Score -8140628 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -8140983.500000 Penalty: 5398.227539
	Iteration 21Q: 3 clusters Score -8140984 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -8141315.000000 Penalty: 5398.227539
	Iteration 22Q: 3 clusters Score -8141315 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8141624.500000 Penalty: 5398.227539
	Iteration 23Q: 3 clusters Score -8141624 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8141952.000000 Penalty: 5398.227539
	Iteration 24Q: 3 clusters Score -8141952 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8142242.000000 Penalty: 5398.227539
	Iteration 25Q: 3 clusters Score -8142242 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8142495.500000 Penalty: 5398.227539
	Iteration 26Q: 3 clusters Score -8142496 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8142683.500000 Penalty: 5398.227539
	Iteration 27Q: 3 clusters Score -8142684 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8142865.500000 Penalty: 5398.227539
	Iteration 28Q: 3 clusters Score -8142866 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8143032.000000 Penalty: 5398.227539
	Iteration 29Q: 3 clusters Score -8143032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8143190.500000 Penalty: 5398.227539
	Iteration 30Q: 3 clusters Score -8143190 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8143318.000000 Penalty: 5398.227539
	Iteration 31Q: 3 clusters Score -8143318 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8143373.500000 Penalty: 5398.227539
	Iteration 32Q: 3 clusters Score -8143374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8143445.000000 Penalty: 5398.227539
	Iteration 33Q: 3 clusters Score -8143445 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8143491.000000 Penalty: 5398.227539
	Iteration 34Q: 3 clusters Score -8143491 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8143550.500000 Penalty: 5398.227539
	Iteration 35Q: 3 clusters Score -8143550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8143626.500000 Penalty: 5398.227539
	Iteration 36Q: 3 clusters Score -8143626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8143667.000000 Penalty: 5398.227539
	Iteration 37Q: 3 clusters Score -8143667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8143700.500000 Penalty: 5398.227539
	Iteration 38Q: 3 clusters Score -8143700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8143704.500000 Penalty: 5398.227539
	Iteration 39Q: 3 clusters Score -8143704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8143715.000000 Penalty: 5398.227539
	Iteration 40F: 3 clusters Score -8143715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8143729.500000 Penalty: 5398.227539
	Iteration 41Q: 3 clusters Score -8143730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8143741.000000 Penalty: 5398.227539
	Iteration 42Q: 3 clusters Score -8143741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8143752.000000 Penalty: 5398.227539
	Iteration 43Q: 3 clusters Score -8143752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8143764.000000 Penalty: 5398.227539
	Iteration 44Q: 3 clusters Score -8143764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8143768.500000 Penalty: 5398.227539
	Iteration 45Q: 3 clusters Score -8143768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8143779.000000 Penalty: 5398.227539
	Iteration 46Q: 3 clusters Score -8143779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8143794.000000 Penalty: 5398.227539
	Iteration 47Q: 3 clusters Score -8143794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8143799.500000 Penalty: 5398.227539
	Iteration 48Q: 3 clusters Score -8143800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8143795.500000 Penalty: 5398.227539
	Iteration 49Q: 3 clusters Score -8143796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8143801.500000 Penalty: 5398.227539
	Iteration 50Q: 3 clusters Score -8143802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8143805.000000 Penalty: 5398.227539
	Iteration 51Q: 3 clusters Score -8143805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8143809.000000 Penalty: 5398.227539
	Iteration 52Q: 3 clusters Score -8143809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8143803.000000 Penalty: 5398.227539
	Iteration 53Q: 3 clusters Score -8143803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8143805.500000 Penalty: 5398.227539
	Iteration 54Q: 3 clusters Score -8143806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8143811.500000 Penalty: 5398.227539
	Iteration 55Q: 3 clusters Score -8143812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8143812.000000 Penalty: 5398.227539
	Iteration 56Q: 3 clusters Score -8143812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8143812.000000 Penalty: 5398.227539
	Iteration 57F: 3 clusters Score -8143812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -182793.671875 Penalty: 1871.256592
	Iteration 0F: 2 clusters Score -182793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -180879.984375 Penalty: 3742.513184
	Iteration 0F: 3 clusters Score -180880 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186593.859375 Penalty: 3742.513184
	Iteration 1F: 3 clusters Score -186593.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -191146.671875 Penalty: 3742.513184
	Iteration 2F: 3 clusters Score -191146.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -193621.312500 Penalty: 3742.513184
	Iteration 3F: 3 clusters Score -193621.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -194113.734375 Penalty: 3742.513184
	Iteration 4Q: 3 clusters Score -194113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -194145.921875 Penalty: 3742.513184
	Iteration 5Q: 3 clusters Score -194145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -194156.609375 Penalty: 3742.513184
	Iteration 6Q: 3 clusters Score -194156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194163.453125 Penalty: 3742.513184
	Iteration 7Q: 3 clusters Score -194163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194163.453125 Penalty: 3742.513184
	Iteration 8F: 3 clusters Score -194163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 1330 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Entering Unmasked Estep 
Score: -70245280.000000 Penalty: 71268.484375
Splitting cluster 4 changes total score from -70235536.000000 to -70245280.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (10912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Entering Unmasked Estep 
Score: -1560836.250000 Penalty: 2305.809570
	Iteration 0F: 2 clusters Score -1560836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1552742.125000 Penalty: 4611.619141
	Iteration 0F: 3 clusters Score -1552742 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1555940.375000 Penalty: 4611.619141
	Iteration 1F: 3 clusters Score -1555940 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1556910.000000 Penalty: 4611.619141
	Iteration 2F: 3 clusters Score -1556910 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1557860.125000 Penalty: 4611.619141
	Iteration 3F: 3 clusters Score -1557860 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1558662.000000 Penalty: 4611.619141
	Iteration 4F: 3 clusters Score -1558662 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1559205.500000 Penalty: 4611.619141
	Iteration 5F: 3 clusters Score -1559206 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1559523.750000 Penalty: 4611.619141
	Iteration 6Q: 3 clusters Score -1559524 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1559693.875000 Penalty: 4611.619141
	Iteration 7Q: 3 clusters Score -1559694 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1559790.500000 Penalty: 4611.619141
	Iteration 8Q: 3 clusters Score -1559790 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1559864.125000 Penalty: 4611.619141
	Iteration 9Q: 3 clusters Score -1559864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1559911.750000 Penalty: 4611.619141
	Iteration 10Q: 3 clusters Score -1559912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1559941.375000 Penalty: 4611.619141
	Iteration 11Q: 3 clusters Score -1559941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1559955.625000 Penalty: 4611.619141
	Iteration 12Q: 3 clusters Score -1559956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1559975.500000 Penalty: 4611.619141
	Iteration 13Q: 3 clusters Score -1559976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1559996.625000 Penalty: 4611.619141
	Iteration 14Q: 3 clusters Score -1559997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1560010.500000 Penalty: 4611.619141
	Iteration 15Q: 3 clusters Score -1560010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1560035.500000 Penalty: 4611.619141
	Iteration 16Q: 3 clusters Score -1560036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1560051.500000 Penalty: 4611.619141
	Iteration 17Q: 3 clusters Score -1560052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1560067.125000 Penalty: 4611.619141
	Iteration 18Q: 3 clusters Score -1560067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1560072.625000 Penalty: 4611.619141
	Iteration 19Q: 3 clusters Score -1560073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1560079.875000 Penalty: 4611.619141
	Iteration 20F: 3 clusters Score -1560080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1560081.000000 Penalty: 4611.619141
	Iteration 21Q: 3 clusters Score -1560081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1560080.875000 Penalty: 4611.619141
	Iteration 22Q: 3 clusters Score -1560081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1560084.250000 Penalty: 4611.619141
	Iteration 23Q: 3 clusters Score -1560084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1560083.000000 Penalty: 4611.619141
	Iteration 24Q: 3 clusters Score -1560083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1560082.875000 Penalty: 4611.619141
	Iteration 25Q: 3 clusters Score -1560083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1560088.125000 Penalty: 4611.619141
	Iteration 26Q: 3 clusters Score -1560088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1560088.250000 Penalty: 4611.619141
	Iteration 27Q: 3 clusters Score -1560088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1560091.375000 Penalty: 4611.619141
	Iteration 28Q: 3 clusters Score -1560091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1560094.125000 Penalty: 4611.619141
	Iteration 29Q: 3 clusters Score -1560094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1560095.250000 Penalty: 4611.619141
	Iteration 30Q: 3 clusters Score -1560095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1560094.875000 Penalty: 4611.619141
	Iteration 31Q: 3 clusters Score -1560095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1560094.125000 Penalty: 4611.619141
	Iteration 32Q: 3 clusters Score -1560094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1560095.500000 Penalty: 4611.619141
	Iteration 33Q: 3 clusters Score -1560096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1560096.000000 Penalty: 4611.619141
	Iteration 34Q: 3 clusters Score -1560096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1560096.250000 Penalty: 4611.619141
	Iteration 35Q: 3 clusters Score -1560096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1560097.000000 Penalty: 4611.619141
	Iteration 36Q: 3 clusters Score -1560097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1560096.750000 Penalty: 4611.619141
	Iteration 37Q: 3 clusters Score -1560097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1560099.000000 Penalty: 4611.619141
	Iteration 38Q: 3 clusters Score -1560099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1560103.750000 Penalty: 4611.619141
	Iteration 39Q: 3 clusters Score -1560104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1560103.750000 Penalty: 4611.619141
	Iteration 40F: 3 clusters Score -1560104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1560104.125000 Penalty: 4611.619141
	Iteration 41Q: 3 clusters Score -1560104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1560102.625000 Penalty: 4611.619141
	Iteration 42Q: 3 clusters Score -1560103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1560103.875000 Penalty: 4611.619141
	Iteration 43Q: 3 clusters Score -1560104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1560105.875000 Penalty: 4611.619141
	Iteration 44Q: 3 clusters Score -1560106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1560109.250000 Penalty: 4611.619141
	Iteration 45Q: 3 clusters Score -1560109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1560109.625000 Penalty: 4611.619141
	Iteration 46Q: 3 clusters Score -1560110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1560109.125000 Penalty: 4611.619141
	Iteration 47Q: 3 clusters Score -1560109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1560110.875000 Penalty: 4611.619141
	Iteration 48Q: 3 clusters Score -1560111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1560107.375000 Penalty: 4611.619141
	Iteration 49Q: 3 clusters Score -1560107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1560108.250000 Penalty: 4611.619141
	Iteration 50Q: 3 clusters Score -1560108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1560110.125000 Penalty: 4611.619141
	Iteration 51Q: 3 clusters Score -1560110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1560110.125000 Penalty: 4611.619141
	Iteration 52F: 3 clusters Score -1560110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -195304.015625 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -195304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -193417.281250 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -193417.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194765.578125 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -194765.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -195741.171875 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -195741.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -196313.875000 Penalty: 3659.678223
	Iteration 3F: 3 clusters Score -196313.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -196751.296875 Penalty: 3659.678223
	Iteration 4F: 3 clusters Score -196751.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -197203.515625 Penalty: 3659.678223
	Iteration 5Q: 3 clusters Score -197203.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -197682.671875 Penalty: 3659.678223
	Iteration 6F: 3 clusters Score -197682.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197914.546875 Penalty: 3659.678223
	Iteration 7F: 3 clusters Score -197914.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197999.328125 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -197999.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -198039.625000 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -198039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -198069.546875 Penalty: 3659.678223
	Iteration 10Q: 3 clusters Score -198069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198094.781250 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -198094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -198102.546875 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -198102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -198111.156250 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -198111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198122.437500 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -198122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198123.953125 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -198124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198125.156250 Penalty: 3659.678223
	Iteration 16Q: 3 clusters Score -198125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -198127.359375 Penalty: 3659.678223
	Iteration 17Q: 3 clusters Score -198127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198129.078125 Penalty: 3659.678223
	Iteration 18Q: 3 clusters Score -198129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198129.078125 Penalty: 3659.678223
	Iteration 19F: 3 clusters Score -198129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 1330 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Entering Unmasked Estep 
Score: -70246696.000000 Penalty: 74507.960938
Splitting cluster 6 changes total score from -70235536.000000 to -70246696.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (39992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Entering Unmasked Estep 
Score: -6077662.500000 Penalty: 2627.915771
	Iteration 0F: 2 clusters Score -6077662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -6050538.500000 Penalty: 5255.831543
	Iteration 0F: 3 clusters Score -6050538 nChanged 18303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -6060684.500000 Penalty: 5255.831543
	Iteration 1F: 3 clusters Score -6060684 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -6061452.500000 Penalty: 5255.831543
	Iteration 2Q: 3 clusters Score -6061452 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -6062317.000000 Penalty: 5255.831543
	Iteration 3Q: 3 clusters Score -6062317 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -6063355.000000 Penalty: 5255.831543
	Iteration 4F: 3 clusters Score -6063355 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -6064603.000000 Penalty: 5255.831543
	Iteration 5F: 3 clusters Score -6064603 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -6066122.500000 Penalty: 5255.831543
	Iteration 6F: 3 clusters Score -6066122 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -6067668.500000 Penalty: 5255.831543
	Iteration 7F: 3 clusters Score -6067668 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -6069208.500000 Penalty: 5255.831543
	Iteration 8F: 3 clusters Score -6069208 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -6070428.500000 Penalty: 5255.831543
	Iteration 9Q: 3 clusters Score -6070428 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -6071248.000000 Penalty: 5255.831543
	Iteration 10Q: 3 clusters Score -6071248 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -6071764.500000 Penalty: 5255.831543
	Iteration 11Q: 3 clusters Score -6071764 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6072119.500000 Penalty: 5255.831543
	Iteration 12Q: 3 clusters Score -6072120 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6072321.000000 Penalty: 5255.831543
	Iteration 13Q: 3 clusters Score -6072321 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -6072515.000000 Penalty: 5255.831543
	Iteration 14Q: 3 clusters Score -6072515 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6072694.500000 Penalty: 5255.831543
	Iteration 15Q: 3 clusters Score -6072694 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -6072840.500000 Penalty: 5255.831543
	Iteration 16Q: 3 clusters Score -6072840 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6072975.500000 Penalty: 5255.831543
	Iteration 17Q: 3 clusters Score -6072976 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -6073130.000000 Penalty: 5255.831543
	Iteration 18Q: 3 clusters Score -6073130 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6073268.500000 Penalty: 5255.831543
	Iteration 19Q: 3 clusters Score -6073268 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6073392.000000 Penalty: 5255.831543
	Iteration 20F: 3 clusters Score -6073392 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -6073503.000000 Penalty: 5255.831543
	Iteration 21Q: 3 clusters Score -6073503 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6073616.500000 Penalty: 5255.831543
	Iteration 22Q: 3 clusters Score -6073616 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6073763.500000 Penalty: 5255.831543
	Iteration 23Q: 3 clusters Score -6073764 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -6073946.000000 Penalty: 5255.831543
	Iteration 24Q: 3 clusters Score -6073946 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -6074162.500000 Penalty: 5255.831543
	Iteration 25Q: 3 clusters Score -6074162 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6074298.500000 Penalty: 5255.831543
	Iteration 26Q: 3 clusters Score -6074298 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -6074470.500000 Penalty: 5255.831543
	Iteration 27Q: 3 clusters Score -6074470 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6074646.000000 Penalty: 5255.831543
	Iteration 28Q: 3 clusters Score -6074646 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6074807.000000 Penalty: 5255.831543
	Iteration 29Q: 3 clusters Score -6074807 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6074962.500000 Penalty: 5255.831543
	Iteration 30Q: 3 clusters Score -6074962 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6075137.500000 Penalty: 5255.831543
	Iteration 31Q: 3 clusters Score -6075138 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6075248.000000 Penalty: 5255.831543
	Iteration 32Q: 3 clusters Score -6075248 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6075393.000000 Penalty: 5255.831543
	Iteration 33Q: 3 clusters Score -6075393 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6075520.500000 Penalty: 5255.831543
	Iteration 34Q: 3 clusters Score -6075520 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6075637.000000 Penalty: 5255.831543
	Iteration 35Q: 3 clusters Score -6075637 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6075736.500000 Penalty: 5255.831543
	Iteration 36Q: 3 clusters Score -6075736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6075815.500000 Penalty: 5255.831543
	Iteration 37Q: 3 clusters Score -6075816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6075849.500000 Penalty: 5255.831543
	Iteration 38Q: 3 clusters Score -6075850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6075911.000000 Penalty: 5255.831543
	Iteration 39Q: 3 clusters Score -6075911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6075963.500000 Penalty: 5255.831543
	Iteration 40F: 3 clusters Score -6075964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6076010.500000 Penalty: 5255.831543
	Iteration 41Q: 3 clusters Score -6076010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6076037.000000 Penalty: 5255.831543
	Iteration 42Q: 3 clusters Score -6076037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6076089.000000 Penalty: 5255.831543
	Iteration 43Q: 3 clusters Score -6076089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6076135.500000 Penalty: 5255.831543
	Iteration 44Q: 3 clusters Score -6076136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6076167.500000 Penalty: 5255.831543
	Iteration 45Q: 3 clusters Score -6076168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6076203.000000 Penalty: 5255.831543
	Iteration 46Q: 3 clusters Score -6076203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6076234.500000 Penalty: 5255.831543
	Iteration 47Q: 3 clusters Score -6076234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6076269.500000 Penalty: 5255.831543
	Iteration 48Q: 3 clusters Score -6076270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6076284.000000 Penalty: 5255.831543
	Iteration 49Q: 3 clusters Score -6076284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6076300.500000 Penalty: 5255.831543
	Iteration 50Q: 3 clusters Score -6076300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6076317.500000 Penalty: 5255.831543
	Iteration 51Q: 3 clusters Score -6076318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6076330.000000 Penalty: 5255.831543
	Iteration 52Q: 3 clusters Score -6076330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6076343.500000 Penalty: 5255.831543
	Iteration 53Q: 3 clusters Score -6076344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6076361.500000 Penalty: 5255.831543
	Iteration 54Q: 3 clusters Score -6076362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6076368.000000 Penalty: 5255.831543
	Iteration 55Q: 3 clusters Score -6076368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6076371.500000 Penalty: 5255.831543
	Iteration 56Q: 3 clusters Score -6076372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6076371.500000 Penalty: 5255.831543
	Iteration 57Q: 3 clusters Score -6076372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6076383.500000 Penalty: 5255.831543
	Iteration 58Q: 3 clusters Score -6076384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6076381.500000 Penalty: 5255.831543
	Iteration 59Q: 3 clusters Score -6076382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6076384.000000 Penalty: 5255.831543
	Iteration 60F: 3 clusters Score -6076384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6076391.500000 Penalty: 5255.831543
	Iteration 61Q: 3 clusters Score -6076392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6076389.000000 Penalty: 5255.831543
	Iteration 62Q: 3 clusters Score -6076389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6076394.000000 Penalty: 5255.831543
	Iteration 63Q: 3 clusters Score -6076394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6076399.500000 Penalty: 5255.831543
	Iteration 64Q: 3 clusters Score -6076400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6076401.500000 Penalty: 5255.831543
	Iteration 65Q: 3 clusters Score -6076402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6076399.000000 Penalty: 5255.831543
	Iteration 66Q: 3 clusters Score -6076399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6076409.000000 Penalty: 5255.831543
	Iteration 67Q: 3 clusters Score -6076409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6076406.000000 Penalty: 5255.831543
	Iteration 68Q: 3 clusters Score -6076406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6076410.000000 Penalty: 5255.831543
	Iteration 69Q: 3 clusters Score -6076410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6076411.000000 Penalty: 5255.831543
	Iteration 70Q: 3 clusters Score -6076411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6076412.000000 Penalty: 5255.831543
	Iteration 71Q: 3 clusters Score -6076412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6076417.500000 Penalty: 5255.831543
	Iteration 72Q: 3 clusters Score -6076418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6076411.500000 Penalty: 5255.831543
	Iteration 73Q: 3 clusters Score -6076412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6076414.500000 Penalty: 5255.831543
	Iteration 74Q: 3 clusters Score -6076414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6076414.500000 Penalty: 5255.831543
	Iteration 75Q: 3 clusters Score -6076414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6076414.500000 Penalty: 5255.831543
	Iteration 76Q: 3 clusters Score -6076414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6076414.500000 Penalty: 5255.831543
	Iteration 77Q: 3 clusters Score -6076414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6076415.500000 Penalty: 5255.831543
	Iteration 78Q: 3 clusters Score -6076416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6076417.000000 Penalty: 5255.831543
	Iteration 79Q: 3 clusters Score -6076417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6076413.000000 Penalty: 5255.831543
	Iteration 80F: 3 clusters Score -6076413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6076416.000000 Penalty: 5255.831543
	Iteration 81Q: 3 clusters Score -6076416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6076416.500000 Penalty: 5255.831543
	Iteration 82Q: 3 clusters Score -6076416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6076416.500000 Penalty: 5255.831543
	Iteration 83F: 3 clusters Score -6076416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Entering Unmasked Estep 
Score: -25375462.000000 Penalty: 2981.157715
	Iteration 0F: 2 clusters Score -2.537546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -25267308.000000 Penalty: 5962.315430
	Iteration 0F: 3 clusters Score -2.526731e+07 nChanged 79667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -25313098.000000 Penalty: 5962.315430
	Iteration 1F: 3 clusters Score -2.53131e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -25314250.000000 Penalty: 5962.315430
	Iteration 2Q: 3 clusters Score -2.531425e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -25315232.000000 Penalty: 5962.315430
	Iteration 3Q: 3 clusters Score -2.531523e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -25316880.000000 Penalty: 5962.315430
	Iteration 4Q: 3 clusters Score -2.531688e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -25319198.000000 Penalty: 5962.315430
	Iteration 5Q: 3 clusters Score -2.53192e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -25322398.000000 Penalty: 5962.315430
	Iteration 6Q: 3 clusters Score -2.53224e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -25327390.000000 Penalty: 5962.315430
	Iteration 7F: 3 clusters Score -2.532739e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -25335222.000000 Penalty: 5962.315430
	Iteration 8F: 3 clusters Score -2.533522e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -25345426.000000 Penalty: 5962.315430
	Iteration 9F: 3 clusters Score -2.534543e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -25355612.000000 Penalty: 5962.315430
	Iteration 10F: 3 clusters Score -2.535561e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 147911 members 
Entering Unmasked Estep 
Score: -25363226.000000 Penalty: 5962.315430
	Iteration 11F: 3 clusters Score -2.536323e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -25367888.000000 Penalty: 5962.315430
	Iteration 12Q: 3 clusters Score -2.536789e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -25370314.000000 Penalty: 5962.315430
	Iteration 13Q: 3 clusters Score -2.537031e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -25371626.000000 Penalty: 5962.315430
	Iteration 14Q: 3 clusters Score -2.537163e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -25372290.000000 Penalty: 5962.315430
	Iteration 15Q: 3 clusters Score -2.537229e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -25372688.000000 Penalty: 5962.315430
	Iteration 16Q: 3 clusters Score -2.537269e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -25372868.000000 Penalty: 5962.315430
	Iteration 17Q: 3 clusters Score -2.537287e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -25373016.000000 Penalty: 5962.315430
	Iteration 18Q: 3 clusters Score -2.537302e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 164858 members 
Entering Unmasked Estep 
Score: -25373068.000000 Penalty: 5962.315430
	Iteration 19Q: 3 clusters Score -2.537307e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -25373098.000000 Penalty: 5962.315430
	Iteration 20F: 3 clusters Score -2.53731e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 165105 members 
Entering Unmasked Estep 
Score: -25373114.000000 Penalty: 5962.315430
	Iteration 21Q: 3 clusters Score -2.537311e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 165161 members 
Entering Unmasked Estep 
Score: -25373122.000000 Penalty: 5962.315430
	Iteration 22Q: 3 clusters Score -2.537312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
Score: -25373166.000000 Penalty: 5962.315430
	Iteration 23Q: 3 clusters Score -2.537317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -25373160.000000 Penalty: 5962.315430
	Iteration 24Q: 3 clusters Score -2.537316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 165282 members 
Entering Unmasked Estep 
Score: -25373194.000000 Penalty: 5962.315430
	Iteration 25Q: 3 clusters Score -2.537319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -25373176.000000 Penalty: 5962.315430
	Iteration 26Q: 3 clusters Score -2.537318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -25373202.000000 Penalty: 5962.315430
	Iteration 27Q: 3 clusters Score -2.53732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -25373228.000000 Penalty: 5962.315430
	Iteration 28Q: 3 clusters Score -2.537323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -25373210.000000 Penalty: 5962.315430
	Iteration 29Q: 3 clusters Score -2.537321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -25373214.000000 Penalty: 5962.315430
	Iteration 30Q: 3 clusters Score -2.537321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -25373198.000000 Penalty: 5962.315430
	Iteration 31Q: 3 clusters Score -2.53732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 165341 members 
Entering Unmasked Estep 
Score: -25373196.000000 Penalty: 5962.315430
	Iteration 32Q: 3 clusters Score -2.53732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -25373198.000000 Penalty: 5962.315430
	Iteration 33Q: 3 clusters Score -2.53732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -25373192.000000 Penalty: 5962.315430
	Iteration 34Q: 3 clusters Score -2.537319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -25373204.000000 Penalty: 5962.315430
	Iteration 35Q: 3 clusters Score -2.53732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -25373174.000000 Penalty: 5962.315430
	Iteration 36Q: 3 clusters Score -2.537317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 165361 members 
Entering Unmasked Estep 
Score: -25373188.000000 Penalty: 5962.315430
	Iteration 37Q: 3 clusters Score -2.537319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 165366 members 
Entering Unmasked Estep 
Score: -25373198.000000 Penalty: 5962.315430
	Iteration 38Q: 3 clusters Score -2.53732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -25373198.000000 Penalty: 5962.315430
	Iteration 39Q: 3 clusters Score -2.53732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -25373202.000000 Penalty: 5962.315430
	Iteration 40F: 3 clusters Score -2.53732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 165372 members 
Entering Unmasked Estep 
Score: -25373216.000000 Penalty: 5962.315430
	Iteration 41Q: 3 clusters Score -2.537322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 165373 members 
Entering Unmasked Estep 
Score: -25373214.000000 Penalty: 5962.315430
	Iteration 42Q: 3 clusters Score -2.537321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -25373218.000000 Penalty: 5962.315430
	Iteration 43Q: 3 clusters Score -2.537322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 165380 members 
Entering Unmasked Estep 
Score: -25373216.000000 Penalty: 5962.315430
	Iteration 44Q: 3 clusters Score -2.537322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 165382 members 
Entering Unmasked Estep 
Score: -25373220.000000 Penalty: 5962.315430
	Iteration 45Q: 3 clusters Score -2.537322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -25373230.000000 Penalty: 5962.315430
	Iteration 46Q: 3 clusters Score -2.537323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -25373204.000000 Penalty: 5962.315430
	Iteration 47Q: 3 clusters Score -2.53732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -25373204.000000 Penalty: 5962.315430
	Iteration 48F: 3 clusters Score -2.53732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -366009.281250 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -366009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -363011.281250 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -363011.3 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -363707.375000 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -363707.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -363990.437500 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -363990.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -364315.156250 Penalty: 3892.490234
	Iteration 3F: 3 clusters Score -364315.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -364665.812500 Penalty: 3892.490234
	Iteration 4F: 3 clusters Score -364665.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -364914.781250 Penalty: 3892.490234
	Iteration 5F: 3 clusters Score -364914.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -365049.562500 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -365049.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -365122.281250 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -365122.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -365174.812500 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -365174.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -365205.531250 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -365205.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -365230.187500 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -365230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -365253.375000 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -365253.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -365264.625000 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -365264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -365273.531250 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -365273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -365277.750000 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -365277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -365282.000000 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -365282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -365283.218750 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -365283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -365284.437500 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -365284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -365289.687500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -365289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -365296.968750 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -365297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365302.187500 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -365302.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -365309.906250 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -365309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -365313.781250 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -365313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -365316.968750 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -365317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -365321.093750 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -365321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -365325.531250 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -365325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -365330.437500 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -365330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -365333.937500 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -365333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -365334.843750 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -365334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -365335.406250 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -365335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -365335.406250 Penalty: 3892.490234
	Iteration 30F: 3 clusters Score -365335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -460101.281250 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -460101.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -456864.406250 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -456864.4 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -457486.000000 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -457486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -457599.687500 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -457599.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -457674.093750 Penalty: 3961.812256
	Iteration 3Q: 3 clusters Score -457674.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -457728.625000 Penalty: 3961.812256
	Iteration 4Q: 3 clusters Score -457728.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -457765.562500 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -457765.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -457791.875000 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -457791.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -457810.031250 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -457810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -457826.500000 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -457826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -457839.687500 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -457839.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -457853.687500 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -457853.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -457863.593750 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -457863.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -457871.781250 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -457871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -457881.375000 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -457881.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -457885.500000 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -457885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -457887.843750 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -457887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -457889.687500 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -457889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -457891.531250 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -457891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -457892.031250 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -457892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -457894.562500 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -457894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -457894.718750 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -457894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -457896.500000 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -457896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -457897.031250 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -457897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -457898.468750 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -457898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -457899.968750 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -457900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -457902.125000 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -457902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -457903.531250 Penalty: 3961.812256
	Iteration 26Q: 3 clusters Score -457903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -457904.500000 Penalty: 3961.812256
	Iteration 27Q: 3 clusters Score -457904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -457906.593750 Penalty: 3961.812256
	Iteration 28Q: 3 clusters Score -457906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -457907.625000 Penalty: 3961.812256
	Iteration 29Q: 3 clusters Score -457907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -457907.625000 Penalty: 3961.812256
	Iteration 30F: 3 clusters Score -457907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -857341.562500 Penalty: 2155.154297
	Iteration 0F: 2 clusters Score -857341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -852205.875000 Penalty: 4310.308594
	Iteration 0F: 3 clusters Score -852205.9 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -853554.437500 Penalty: 4310.308594
	Iteration 1F: 3 clusters Score -853554.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -853863.125000 Penalty: 4310.308594
	Iteration 2F: 3 clusters Score -853863.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -854122.000000 Penalty: 4310.308594
	Iteration 3F: 3 clusters Score -854122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -854367.812500 Penalty: 4310.308594
	Iteration 4F: 3 clusters Score -854367.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -854617.000000 Penalty: 4310.308594
	Iteration 5Q: 3 clusters Score -854617 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -854907.250000 Penalty: 4310.308594
	Iteration 6F: 3 clusters Score -854907.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -855213.937500 Penalty: 4310.308594
	Iteration 7F: 3 clusters Score -855213.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -855577.437500 Penalty: 4310.308594
	Iteration 8F: 3 clusters Score -855577.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -855918.875000 Penalty: 4310.308594
	Iteration 9F: 3 clusters Score -855918.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -856213.375000 Penalty: 4310.308594
	Iteration 10F: 3 clusters Score -856213.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -856486.437500 Penalty: 4310.308594
	Iteration 11Q: 3 clusters Score -856486.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -856704.312500 Penalty: 4310.308594
	Iteration 12Q: 3 clusters Score -856704.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -856877.625000 Penalty: 4310.308594
	Iteration 13Q: 3 clusters Score -856877.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -856990.750000 Penalty: 4310.308594
	Iteration 14Q: 3 clusters Score -856990.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -857077.937500 Penalty: 4310.308594
	Iteration 15Q: 3 clusters Score -857077.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -857168.437500 Penalty: 4310.308594
	Iteration 16Q: 3 clusters Score -857168.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -857229.437500 Penalty: 4310.308594
	Iteration 17Q: 3 clusters Score -857229.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -857266.125000 Penalty: 4310.308594
	Iteration 18Q: 3 clusters Score -857266.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -857290.937500 Penalty: 4310.308594
	Iteration 19Q: 3 clusters Score -857290.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -857316.625000 Penalty: 4310.308594
	Iteration 20F: 3 clusters Score -857316.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -857338.562500 Penalty: 4310.308594
	Iteration 21Q: 3 clusters Score -857338.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -857361.625000 Penalty: 4310.308594
	Iteration 22Q: 3 clusters Score -857361.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -857386.687500 Penalty: 4310.308594
	Iteration 23Q: 3 clusters Score -857386.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -857413.687500 Penalty: 4310.308594
	Iteration 24Q: 3 clusters Score -857413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -857420.937500 Penalty: 4310.308594
	Iteration 25Q: 3 clusters Score -857420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -857427.750000 Penalty: 4310.308594
	Iteration 26Q: 3 clusters Score -857427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -857429.500000 Penalty: 4310.308594
	Iteration 27Q: 3 clusters Score -857429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -857430.875000 Penalty: 4310.308594
	Iteration 28Q: 3 clusters Score -857430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -857430.875000 Penalty: 4310.308594
	Iteration 29F: 3 clusters Score -857430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 1330 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Entering Unmasked Estep 
Score: -70245680.000000 Penalty: 77747.437500
Splitting cluster 11 changes total score from -70235536.000000 to -70245680.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -736191.937500 Penalty: 2121.561035
	Iteration 0F: 2 clusters Score -736191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -731728.062500 Penalty: 4243.122070
	Iteration 0F: 3 clusters Score -731728.1 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -734190.437500 Penalty: 4243.122070
	Iteration 1F: 3 clusters Score -734190.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -735889.562500 Penalty: 4243.122070
	Iteration 2F: 3 clusters Score -735889.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -737093.687500 Penalty: 4243.122070
	Iteration 3F: 3 clusters Score -737093.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -737808.562500 Penalty: 4243.122070
	Iteration 4F: 3 clusters Score -737808.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -738192.000000 Penalty: 4243.122070
	Iteration 5Q: 3 clusters Score -738192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -738493.562500 Penalty: 4243.122070
	Iteration 6Q: 3 clusters Score -738493.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -738733.875000 Penalty: 4243.122070
	Iteration 7Q: 3 clusters Score -738733.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -738980.312500 Penalty: 4243.122070
	Iteration 8Q: 3 clusters Score -738980.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -739220.000000 Penalty: 4243.122070
	Iteration 9Q: 3 clusters Score -739220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -739406.750000 Penalty: 4243.122070
	Iteration 10Q: 3 clusters Score -739406.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -739496.125000 Penalty: 4243.122070
	Iteration 11Q: 3 clusters Score -739496.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -739546.187500 Penalty: 4243.122070
	Iteration 12Q: 3 clusters Score -739546.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -739601.000000 Penalty: 4243.122070
	Iteration 13Q: 3 clusters Score -739601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -739640.000000 Penalty: 4243.122070
	Iteration 14Q: 3 clusters Score -739640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -739668.437500 Penalty: 4243.122070
	Iteration 15Q: 3 clusters Score -739668.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -739692.937500 Penalty: 4243.122070
	Iteration 16Q: 3 clusters Score -739692.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -739709.250000 Penalty: 4243.122070
	Iteration 17Q: 3 clusters Score -739709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -739740.562500 Penalty: 4243.122070
	Iteration 18Q: 3 clusters Score -739740.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -739766.937500 Penalty: 4243.122070
	Iteration 19Q: 3 clusters Score -739766.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -739853.312500 Penalty: 4243.122070
	Iteration 20F: 3 clusters Score -739853.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -739981.500000 Penalty: 4243.122070
	Iteration 21Q: 3 clusters Score -739981.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -740094.625000 Penalty: 4243.122070
	Iteration 22Q: 3 clusters Score -740094.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -740164.500000 Penalty: 4243.122070
	Iteration 23Q: 3 clusters Score -740164.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -740226.375000 Penalty: 4243.122070
	Iteration 24Q: 3 clusters Score -740226.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -740303.125000 Penalty: 4243.122070
	Iteration 25Q: 3 clusters Score -740303.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -740386.500000 Penalty: 4243.122070
	Iteration 26Q: 3 clusters Score -740386.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -740482.750000 Penalty: 4243.122070
	Iteration 27Q: 3 clusters Score -740482.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -740551.187500 Penalty: 4243.122070
	Iteration 28Q: 3 clusters Score -740551.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -740613.062500 Penalty: 4243.122070
	Iteration 29Q: 3 clusters Score -740613.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -740669.562500 Penalty: 4243.122070
	Iteration 30Q: 3 clusters Score -740669.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -740724.812500 Penalty: 4243.122070
	Iteration 31Q: 3 clusters Score -740724.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -740774.062500 Penalty: 4243.122070
	Iteration 32Q: 3 clusters Score -740774.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -740822.937500 Penalty: 4243.122070
	Iteration 33Q: 3 clusters Score -740822.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -740856.875000 Penalty: 4243.122070
	Iteration 34Q: 3 clusters Score -740856.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -740892.125000 Penalty: 4243.122070
	Iteration 35Q: 3 clusters Score -740892.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -740912.750000 Penalty: 4243.122070
	Iteration 36Q: 3 clusters Score -740912.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -740919.750000 Penalty: 4243.122070
	Iteration 37Q: 3 clusters Score -740919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -740924.437500 Penalty: 4243.122070
	Iteration 38Q: 3 clusters Score -740924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -740925.687500 Penalty: 4243.122070
	Iteration 39Q: 3 clusters Score -740925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -740928.562500 Penalty: 4243.122070
	Iteration 40F: 3 clusters Score -740928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -740928.500000 Penalty: 4243.122070
	Iteration 41Q: 3 clusters Score -740928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -740932.500000 Penalty: 4243.122070
	Iteration 42Q: 3 clusters Score -740932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -740934.687500 Penalty: 4243.122070
	Iteration 43Q: 3 clusters Score -740934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -740935.250000 Penalty: 4243.122070
	Iteration 44Q: 3 clusters Score -740935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -740935.250000 Penalty: 4243.122070
	Iteration 45F: 3 clusters Score -740935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 1330 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 3448 members 
Entering Unmasked Estep 
Score: -70249344.000000 Penalty: 80986.914062
Splitting cluster 13 changes total score from -70235536.000000 to -70249344.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -342747.906250 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -342747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -339880.968750 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -339881 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -340601.343750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -340601.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -340957.250000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -340957.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -341252.406250 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -341252.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -341510.062500 Penalty: 3859.858887
	Iteration 4F: 3 clusters Score -341510.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -341714.625000 Penalty: 3859.858887
	Iteration 5F: 3 clusters Score -341714.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -341829.000000 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -341829 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -341898.312500 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -341898.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -341941.843750 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -341941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -341963.812500 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -341963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -341971.468750 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -341971.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -341980.500000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -341980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -341989.531250 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -341989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -341998.000000 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -341998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -342006.625000 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -342006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -342015.406250 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -342015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -342019.937500 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -342019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -342019.937500 Penalty: 3859.858887
	Iteration 17F: 3 clusters Score -342019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -662043.437500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -662043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -657866.062500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -657866.1 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -658855.687500 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -658855.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -659097.625000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -659097.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -659310.125000 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -659310.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -659495.187500 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -659495.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -659693.750000 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -659693.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -659996.750000 Penalty: 4168.062988
	Iteration 6F: 3 clusters Score -659996.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -660339.500000 Penalty: 4168.062988
	Iteration 7F: 3 clusters Score -660339.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -660622.125000 Penalty: 4168.062988
	Iteration 8F: 3 clusters Score -660622.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -660813.937500 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -660813.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -660955.625000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -660955.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -661041.937500 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -661041.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -661098.500000 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -661098.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -661132.250000 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -661132.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -661167.937500 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -661167.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -661195.500000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -661195.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -661217.250000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -661217.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -661229.812500 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -661229.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -661236.937500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -661236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -661243.562500 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -661243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -661246.937500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -661246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -661250.125000 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -661250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -661249.875000 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -661249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -661251.812500 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -661251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -661254.250000 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -661254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -661254.125000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -661254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -661254.125000 Penalty: 4168.062988
	Iteration 26F: 3 clusters Score -661254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -241704.218750 Penalty: 1870.074219
	Iteration 0F: 2 clusters Score -241704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -239398.515625 Penalty: 3740.148438
	Iteration 0F: 3 clusters Score -239398.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -240720.859375 Penalty: 3740.148438
	Iteration 1F: 3 clusters Score -240720.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -241404.265625 Penalty: 3740.148438
	Iteration 2F: 3 clusters Score -241404.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241850.484375 Penalty: 3740.148438
	Iteration 3F: 3 clusters Score -241850.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -242541.093750 Penalty: 3740.148438
	Iteration 4F: 3 clusters Score -242541.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243504.656250 Penalty: 3740.148438
	Iteration 5F: 3 clusters Score -243504.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -243807.093750 Penalty: 3740.148438
	Iteration 6Q: 3 clusters Score -243807.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243923.218750 Penalty: 3740.148438
	Iteration 7Q: 3 clusters Score -243923.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -243981.828125 Penalty: 3740.148438
	Iteration 8Q: 3 clusters Score -243981.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244079.593750 Penalty: 3740.148438
	Iteration 9Q: 3 clusters Score -244079.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -244185.046875 Penalty: 3740.148438
	Iteration 10Q: 3 clusters Score -244185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -244331.937500 Penalty: 3740.148438
	Iteration 11Q: 3 clusters Score -244331.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -244467.765625 Penalty: 3740.148438
	Iteration 12Q: 3 clusters Score -244467.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -244569.375000 Penalty: 3740.148438
	Iteration 13Q: 3 clusters Score -244569.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244648.000000 Penalty: 3740.148438
	Iteration 14Q: 3 clusters Score -244648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244739.140625 Penalty: 3740.148438
	Iteration 15Q: 3 clusters Score -244739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244880.453125 Penalty: 3740.148438
	Iteration 16Q: 3 clusters Score -244880.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -245208.031250 Penalty: 3740.148438
	Iteration 17Q: 3 clusters Score -245208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245746.515625 Penalty: 3740.148438
	Iteration 18Q: 3 clusters Score -245746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246041.546875 Penalty: 3740.148438
	Iteration 19Q: 3 clusters Score -246041.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -246158.000000 Penalty: 3740.148438
	Iteration 20F: 3 clusters Score -246158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246303.843750 Penalty: 3740.148438
	Iteration 21Q: 3 clusters Score -246303.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -246555.250000 Penalty: 3740.148438
	Iteration 22Q: 3 clusters Score -246555.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -246835.484375 Penalty: 3740.148438
	Iteration 23Q: 3 clusters Score -246835.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -247080.171875 Penalty: 3740.148438
	Iteration 24Q: 3 clusters Score -247080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -247259.453125 Penalty: 3740.148438
	Iteration 25Q: 3 clusters Score -247259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -247296.093750 Penalty: 3740.148438
	Iteration 26Q: 3 clusters Score -247296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -247296.093750 Penalty: 3740.148438
	Iteration 27F: 3 clusters Score -247296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 1330 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 3448 members 
Mstep: Class 26 contains 736 members 
Entering Unmasked Estep 
Score: -70253672.000000 Penalty: 84226.390625
Splitting cluster 16 changes total score from -70235536.000000 to -70253672.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -166648.890625 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -166648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -164580.093750 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -164580.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165371.156250 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -165371.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -166542.625000 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -166542.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -168593.187500 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -168593.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -169270.718750 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -169270.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169515.968750 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -169516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -169593.265625 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -169593.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169629.250000 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -169629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -169713.953125 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -169714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -169818.562500 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -169818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -169828.203125 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -169828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -169828.203125 Penalty: 3567.695312
	Iteration 11F: 3 clusters Score -169828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 3448 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 891 members 
Entering Unmasked Estep 
Score: -70255344.000000 Penalty: 87465.867188
Splitting cluster 17 changes total score from -70235536.000000 to -70255344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -116954.492188 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -116954.5 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 511 members 
Entering Unmasked Estep 
Score: -115447.898438 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -115447.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116874.648438 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -116874.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -117450.070312 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -117450.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -117986.039062 Penalty: 3456.083008
	Iteration 3F: 3 clusters Score -117986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -118203.429688 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -118203.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -118373.859375 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -118373.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -118450.242188 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -118450.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -118554.843750 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -118554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -118684.984375 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -118685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -118730.859375 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -118730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -118762.453125 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -118762.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -118786.429688 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -118786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -118794.023438 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -118794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -118796.257812 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -118796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -118801.609375 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -118801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -118808.187500 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -118808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -118810.148438 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -118810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -118811.437500 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -118811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -118852.296875 Penalty: 3456.083008
	Iteration 18F: 3 clusters Score -118852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -118917.648438 Penalty: 3456.083008
	Iteration 19Q: 3 clusters Score -118917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -118945.507812 Penalty: 3456.083008
	Iteration 20F: 3 clusters Score -118945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118952.406250 Penalty: 3456.083008
	Iteration 21Q: 3 clusters Score -118952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -118957.265625 Penalty: 3456.083008
	Iteration 22Q: 3 clusters Score -118957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -118961.070312 Penalty: 3456.083008
	Iteration 23Q: 3 clusters Score -118961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118962.171875 Penalty: 3456.083008
	Iteration 24Q: 3 clusters Score -118962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118962.171875 Penalty: 3456.083008
	Iteration 25F: 3 clusters Score -118962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 115235 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 3448 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 281 members 
Entering Unmasked Estep 
Score: -70255808.000000 Penalty: 90705.343750
Splitting cluster 18 changes total score from -70235536.000000 to -70255808.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (115235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Entering Unmasked Estep 
Score: -17683030.000000 Penalty: 2890.372803
	Iteration 0F: 2 clusters Score -1.768303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -17608510.000000 Penalty: 5780.745605
	Iteration 0F: 3 clusters Score -1.760851e+07 nChanged 54743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -17640626.000000 Penalty: 5780.745605
	Iteration 1F: 3 clusters Score -1.764063e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -17642650.000000 Penalty: 5780.745605
	Iteration 2Q: 3 clusters Score -1.764265e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -17646086.000000 Penalty: 5780.745605
	Iteration 3F: 3 clusters Score -1.764609e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -17651020.000000 Penalty: 5780.745605
	Iteration 4F: 3 clusters Score -1.765102e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -17658336.000000 Penalty: 5780.745605
	Iteration 5F: 3 clusters Score -1.765834e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -17667012.000000 Penalty: 5780.745605
	Iteration 6F: 3 clusters Score -1.766701e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -17674710.000000 Penalty: 5780.745605
	Iteration 7F: 3 clusters Score -1.767471e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -17679540.000000 Penalty: 5780.745605
	Iteration 8F: 3 clusters Score -1.767954e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -17682058.000000 Penalty: 5780.745605
	Iteration 9Q: 3 clusters Score -1.768206e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -17683762.000000 Penalty: 5780.745605
	Iteration 10Q: 3 clusters Score -1.768376e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -17684944.000000 Penalty: 5780.745605
	Iteration 11Q: 3 clusters Score -1.768494e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -17685508.000000 Penalty: 5780.745605
	Iteration 12Q: 3 clusters Score -1.768551e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -17685880.000000 Penalty: 5780.745605
	Iteration 13Q: 3 clusters Score -1.768588e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -17686038.000000 Penalty: 5780.745605
	Iteration 14Q: 3 clusters Score -1.768604e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -17686190.000000 Penalty: 5780.745605
	Iteration 15Q: 3 clusters Score -1.768619e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -17686370.000000 Penalty: 5780.745605
	Iteration 16Q: 3 clusters Score -1.768637e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -17686434.000000 Penalty: 5780.745605
	Iteration 17Q: 3 clusters Score -1.768643e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -17686528.000000 Penalty: 5780.745605
	Iteration 18Q: 3 clusters Score -1.768653e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -17686602.000000 Penalty: 5780.745605
	Iteration 19Q: 3 clusters Score -1.76866e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -17686704.000000 Penalty: 5780.745605
	Iteration 20F: 3 clusters Score -1.76867e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -17686868.000000 Penalty: 5780.745605
	Iteration 21Q: 3 clusters Score -1.768687e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -17687016.000000 Penalty: 5780.745605
	Iteration 22Q: 3 clusters Score -1.768702e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -17687146.000000 Penalty: 5780.745605
	Iteration 23Q: 3 clusters Score -1.768715e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -17687242.000000 Penalty: 5780.745605
	Iteration 24Q: 3 clusters Score -1.768724e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -17687408.000000 Penalty: 5780.745605
	Iteration 25Q: 3 clusters Score -1.768741e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -17687720.000000 Penalty: 5780.745605
	Iteration 26Q: 3 clusters Score -1.768772e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -17688100.000000 Penalty: 5780.745605
	Iteration 27Q: 3 clusters Score -1.76881e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -17688786.000000 Penalty: 5780.745605
	Iteration 28Q: 3 clusters Score -1.768879e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -17689744.000000 Penalty: 5780.745605
	Iteration 29Q: 3 clusters Score -1.768974e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -17690834.000000 Penalty: 5780.745605
	Iteration 30Q: 3 clusters Score -1.769083e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -17691530.000000 Penalty: 5780.745605
	Iteration 31Q: 3 clusters Score -1.769153e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -17691870.000000 Penalty: 5780.745605
	Iteration 32Q: 3 clusters Score -1.769187e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -17692002.000000 Penalty: 5780.745605
	Iteration 33Q: 3 clusters Score -1.7692e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -17692120.000000 Penalty: 5780.745605
	Iteration 34Q: 3 clusters Score -1.769212e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -17692130.000000 Penalty: 5780.745605
	Iteration 35Q: 3 clusters Score -1.769213e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -17692152.000000 Penalty: 5780.745605
	Iteration 36Q: 3 clusters Score -1.769215e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -17692146.000000 Penalty: 5780.745605
	Iteration 37Q: 3 clusters Score -1.769215e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -17692176.000000 Penalty: 5780.745605
	Iteration 38Q: 3 clusters Score -1.769218e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -17692188.000000 Penalty: 5780.745605
	Iteration 39Q: 3 clusters Score -1.769219e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -17692174.000000 Penalty: 5780.745605
	Iteration 40F: 3 clusters Score -1.769217e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -17692186.000000 Penalty: 5780.745605
	Iteration 41Q: 3 clusters Score -1.769219e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -17692180.000000 Penalty: 5780.745605
	Iteration 42Q: 3 clusters Score -1.769218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -17692184.000000 Penalty: 5780.745605
	Iteration 43Q: 3 clusters Score -1.769218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -17692198.000000 Penalty: 5780.745605
	Iteration 44Q: 3 clusters Score -1.76922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -17692188.000000 Penalty: 5780.745605
	Iteration 45Q: 3 clusters Score -1.769219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -17692182.000000 Penalty: 5780.745605
	Iteration 46Q: 3 clusters Score -1.769218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -17692188.000000 Penalty: 5780.745605
	Iteration 47Q: 3 clusters Score -1.769219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -17692178.000000 Penalty: 5780.745605
	Iteration 48Q: 3 clusters Score -1.769218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 95622 members 
Entering Unmasked Estep 
Score: -17692176.000000 Penalty: 5780.745605
	Iteration 49Q: 3 clusters Score -1.769218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -17692174.000000 Penalty: 5780.745605
	Iteration 50Q: 3 clusters Score -1.769217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -17692180.000000 Penalty: 5780.745605
	Iteration 51Q: 3 clusters Score -1.769218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -17692182.000000 Penalty: 5780.745605
	Iteration 52Q: 3 clusters Score -1.769218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -17692184.000000 Penalty: 5780.745605
	Iteration 53Q: 3 clusters Score -1.769218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -17692186.000000 Penalty: 5780.745605
	Iteration 54Q: 3 clusters Score -1.769219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -17692186.000000 Penalty: 5780.745605
	Iteration 55Q: 3 clusters Score -1.769219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -17692186.000000 Penalty: 5780.745605
	Iteration 56F: 3 clusters Score -1.769219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 19599 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 3448 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 281 members 
Mstep: Class 29 contains 95636 members 
Entering Unmasked Estep 
Score: -70264160.000000 Penalty: 93944.820312
Splitting cluster 19 changes total score from -70235536.000000 to -70264160.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (10268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Entering Unmasked Estep 
Score: -1558672.000000 Penalty: 2290.723389
	Iteration 0F: 2 clusters Score -1558672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1550838.625000 Penalty: 4581.446777
	Iteration 0F: 3 clusters Score -1550839 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1553041.125000 Penalty: 4581.446777
	Iteration 1F: 3 clusters Score -1553041 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1553494.500000 Penalty: 4581.446777
	Iteration 2F: 3 clusters Score -1553494 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1553930.875000 Penalty: 4581.446777
	Iteration 3F: 3 clusters Score -1553931 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1554462.000000 Penalty: 4581.446777
	Iteration 4F: 3 clusters Score -1554462 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1555074.375000 Penalty: 4581.446777
	Iteration 5F: 3 clusters Score -1555074 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1555771.375000 Penalty: 4581.446777
	Iteration 6F: 3 clusters Score -1555771 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1556429.125000 Penalty: 4581.446777
	Iteration 7F: 3 clusters Score -1556429 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1556955.625000 Penalty: 4581.446777
	Iteration 8F: 3 clusters Score -1556956 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1557319.500000 Penalty: 4581.446777
	Iteration 9Q: 3 clusters Score -1557320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1557500.750000 Penalty: 4581.446777
	Iteration 10Q: 3 clusters Score -1557501 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1557592.125000 Penalty: 4581.446777
	Iteration 11Q: 3 clusters Score -1557592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1557630.000000 Penalty: 4581.446777
	Iteration 12Q: 3 clusters Score -1557630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1557636.625000 Penalty: 4581.446777
	Iteration 13Q: 3 clusters Score -1557637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1557653.750000 Penalty: 4581.446777
	Iteration 14Q: 3 clusters Score -1557654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1557660.625000 Penalty: 4581.446777
	Iteration 15Q: 3 clusters Score -1557661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1557668.125000 Penalty: 4581.446777
	Iteration 16Q: 3 clusters Score -1557668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1557668.000000 Penalty: 4581.446777
	Iteration 17Q: 3 clusters Score -1557668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1557666.250000 Penalty: 4581.446777
	Iteration 18Q: 3 clusters Score -1557666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1557672.000000 Penalty: 4581.446777
	Iteration 19Q: 3 clusters Score -1557672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1557672.125000 Penalty: 4581.446777
	Iteration 20F: 3 clusters Score -1557672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1557673.375000 Penalty: 4581.446777
	Iteration 21Q: 3 clusters Score -1557673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1557672.625000 Penalty: 4581.446777
	Iteration 22Q: 3 clusters Score -1557673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1557672.625000 Penalty: 4581.446777
	Iteration 23Q: 3 clusters Score -1557673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1557674.875000 Penalty: 4581.446777
	Iteration 24Q: 3 clusters Score -1557675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1557675.500000 Penalty: 4581.446777
	Iteration 25Q: 3 clusters Score -1557676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1557674.125000 Penalty: 4581.446777
	Iteration 26Q: 3 clusters Score -1557674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1557676.250000 Penalty: 4581.446777
	Iteration 27Q: 3 clusters Score -1557676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1557675.875000 Penalty: 4581.446777
	Iteration 28Q: 3 clusters Score -1557676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1557676.500000 Penalty: 4581.446777
	Iteration 29Q: 3 clusters Score -1557676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1557676.500000 Penalty: 4581.446777
	Iteration 30F: 3 clusters Score -1557676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -1074238.250000 Penalty: 2199.436279
	Iteration 0F: 2 clusters Score -1074238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1068542.500000 Penalty: 4398.872559
	Iteration 0F: 3 clusters Score -1068542 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1070527.500000 Penalty: 4398.872559
	Iteration 1F: 3 clusters Score -1070528 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1071175.250000 Penalty: 4398.872559
	Iteration 2F: 3 clusters Score -1071175 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1071707.375000 Penalty: 4398.872559
	Iteration 3F: 3 clusters Score -1071707 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1072121.250000 Penalty: 4398.872559
	Iteration 4F: 3 clusters Score -1072121 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1072377.625000 Penalty: 4398.872559
	Iteration 5F: 3 clusters Score -1072378 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1072577.000000 Penalty: 4398.872559
	Iteration 6Q: 3 clusters Score -1072577 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1072726.875000 Penalty: 4398.872559
	Iteration 7Q: 3 clusters Score -1072727 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1072844.500000 Penalty: 4398.872559
	Iteration 8Q: 3 clusters Score -1072844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1072923.125000 Penalty: 4398.872559
	Iteration 9Q: 3 clusters Score -1072923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1073000.625000 Penalty: 4398.872559
	Iteration 10Q: 3 clusters Score -1073001 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1073079.000000 Penalty: 4398.872559
	Iteration 11Q: 3 clusters Score -1073079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1073162.875000 Penalty: 4398.872559
	Iteration 12Q: 3 clusters Score -1073163 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1073232.375000 Penalty: 4398.872559
	Iteration 13Q: 3 clusters Score -1073232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1073311.875000 Penalty: 4398.872559
	Iteration 14Q: 3 clusters Score -1073312 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1073387.875000 Penalty: 4398.872559
	Iteration 15Q: 3 clusters Score -1073388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1073455.875000 Penalty: 4398.872559
	Iteration 16Q: 3 clusters Score -1073456 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1073520.750000 Penalty: 4398.872559
	Iteration 17Q: 3 clusters Score -1073521 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1073582.250000 Penalty: 4398.872559
	Iteration 18Q: 3 clusters Score -1073582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1073631.875000 Penalty: 4398.872559
	Iteration 19Q: 3 clusters Score -1073632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1073680.500000 Penalty: 4398.872559
	Iteration 20F: 3 clusters Score -1073680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1073739.000000 Penalty: 4398.872559
	Iteration 21Q: 3 clusters Score -1073739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1073820.000000 Penalty: 4398.872559
	Iteration 22Q: 3 clusters Score -1073820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1073917.000000 Penalty: 4398.872559
	Iteration 23Q: 3 clusters Score -1073917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1074070.500000 Penalty: 4398.872559
	Iteration 24Q: 3 clusters Score -1074070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1074194.375000 Penalty: 4398.872559
	Iteration 25Q: 3 clusters Score -1074194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1074293.750000 Penalty: 4398.872559
	Iteration 26Q: 3 clusters Score -1074294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1074328.250000 Penalty: 4398.872559
	Iteration 27Q: 3 clusters Score -1074328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1074353.250000 Penalty: 4398.872559
	Iteration 28Q: 3 clusters Score -1074353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1074360.625000 Penalty: 4398.872559
	Iteration 29Q: 3 clusters Score -1074361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1074365.750000 Penalty: 4398.872559
	Iteration 30Q: 3 clusters Score -1074366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1074366.875000 Penalty: 4398.872559
	Iteration 31Q: 3 clusters Score -1074367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1074367.750000 Penalty: 4398.872559
	Iteration 32Q: 3 clusters Score -1074368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1074369.000000 Penalty: 4398.872559
	Iteration 33Q: 3 clusters Score -1074369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1074368.750000 Penalty: 4398.872559
	Iteration 34Q: 3 clusters Score -1074369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1074369.875000 Penalty: 4398.872559
	Iteration 35Q: 3 clusters Score -1074370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1074370.000000 Penalty: 4398.872559
	Iteration 36Q: 3 clusters Score -1074370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1074372.875000 Penalty: 4398.872559
	Iteration 37F: 3 clusters Score -1074373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1074374.750000 Penalty: 4398.872559
	Iteration 38Q: 3 clusters Score -1074375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1074376.125000 Penalty: 4398.872559
	Iteration 39Q: 3 clusters Score -1074376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1074376.125000 Penalty: 4398.872559
	Iteration 40F: 3 clusters Score -1074376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 19599 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 5219 members 
Mstep: Class 25 contains 3448 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 281 members 
Mstep: Class 29 contains 95636 members 
Mstep: Class 30 contains 6165 members 
Entering Unmasked Estep 
Score: -70263328.000000 Penalty: 97184.296875
Splitting cluster 21 changes total score from -70235536.000000 to -70263328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (23433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Entering Unmasked Estep 
Score: -3509775.250000 Penalty: 2495.351318
	Iteration 0F: 2 clusters Score -3509775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3493512.750000 Penalty: 4990.702637
	Iteration 0F: 3 clusters Score -3493513 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3500202.750000 Penalty: 4990.702637
	Iteration 1F: 3 clusters Score -3500203 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3502137.250000 Penalty: 4990.702637
	Iteration 2F: 3 clusters Score -3502137 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3504309.000000 Penalty: 4990.702637
	Iteration 3F: 3 clusters Score -3504309 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3506109.500000 Penalty: 4990.702637
	Iteration 4F: 3 clusters Score -3506110 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3507189.000000 Penalty: 4990.702637
	Iteration 5F: 3 clusters Score -3507189 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3507773.500000 Penalty: 4990.702637
	Iteration 6Q: 3 clusters Score -3507774 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3508167.250000 Penalty: 4990.702637
	Iteration 7Q: 3 clusters Score -3508167 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3508456.500000 Penalty: 4990.702637
	Iteration 8Q: 3 clusters Score -3508456 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3508711.000000 Penalty: 4990.702637
	Iteration 9Q: 3 clusters Score -3508711 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3508937.250000 Penalty: 4990.702637
	Iteration 10Q: 3 clusters Score -3508937 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3509122.000000 Penalty: 4990.702637
	Iteration 11Q: 3 clusters Score -3509122 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3509300.500000 Penalty: 4990.702637
	Iteration 12Q: 3 clusters Score -3509300 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3509458.000000 Penalty: 4990.702637
	Iteration 13Q: 3 clusters Score -3509458 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3509545.250000 Penalty: 4990.702637
	Iteration 14Q: 3 clusters Score -3509545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3509595.250000 Penalty: 4990.702637
	Iteration 15Q: 3 clusters Score -3509595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3509618.750000 Penalty: 4990.702637
	Iteration 16Q: 3 clusters Score -3509619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3509635.750000 Penalty: 4990.702637
	Iteration 17Q: 3 clusters Score -3509636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3509652.750000 Penalty: 4990.702637
	Iteration 18Q: 3 clusters Score -3509653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3509665.000000 Penalty: 4990.702637
	Iteration 19Q: 3 clusters Score -3509665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3509670.500000 Penalty: 4990.702637
	Iteration 20F: 3 clusters Score -3509670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3509686.250000 Penalty: 4990.702637
	Iteration 21Q: 3 clusters Score -3509686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3509694.500000 Penalty: 4990.702637
	Iteration 22Q: 3 clusters Score -3509694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3509704.500000 Penalty: 4990.702637
	Iteration 23Q: 3 clusters Score -3509704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3509694.750000 Penalty: 4990.702637
	Iteration 24Q: 3 clusters Score -3509695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3509703.750000 Penalty: 4990.702637
	Iteration 25Q: 3 clusters Score -3509704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -3509712.750000 Penalty: 4990.702637
	Iteration 26Q: 3 clusters Score -3509713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3509714.750000 Penalty: 4990.702637
	Iteration 27Q: 3 clusters Score -3509715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3509715.250000 Penalty: 4990.702637
	Iteration 28Q: 3 clusters Score -3509715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3509720.250000 Penalty: 4990.702637
	Iteration 29Q: 3 clusters Score -3509720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3509723.250000 Penalty: 4990.702637
	Iteration 30Q: 3 clusters Score -3509723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3509718.750000 Penalty: 4990.702637
	Iteration 31Q: 3 clusters Score -3509719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3509726.000000 Penalty: 4990.702637
	Iteration 32Q: 3 clusters Score -3509726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3509726.500000 Penalty: 4990.702637
	Iteration 33Q: 3 clusters Score -3509726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3509729.750000 Penalty: 4990.702637
	Iteration 34Q: 3 clusters Score -3509730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3509726.250000 Penalty: 4990.702637
	Iteration 35Q: 3 clusters Score -3509726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3509726.250000 Penalty: 4990.702637
	Iteration 36F: 3 clusters Score -3509726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -72712.117188 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -72712.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71422.156250 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -71422.16 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72075.406250 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -72075.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72363.812500 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -72363.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72450.484375 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -72450.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72488.000000 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -72488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72522.632812 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -72522.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72557.656250 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -72557.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72574.328125 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -72574.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72583.773438 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -72583.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72595.757812 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -72595.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72608.460938 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -72608.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72616.554688 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -72616.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72618.156250 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -72618.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72618.156250 Penalty: 3181.075684
	Iteration 13F: 3 clusters Score -72618.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 53291 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 166175 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 19599 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70269328.000000 Penalty: 97184.296875
Iteration 39Q: 31 clusters Score -7.026933e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 53345 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 10911 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 40042 members 
Mstep: Class 8 contains 167717 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 19679 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 23658 members 
Mstep: Class 23 contains 592 members 
Mstep: Class 24 contains 5013 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 745 members 
Mstep: Class 27 contains 885 members 
Mstep: Class 28 contains 287 members 
Mstep: Class 29 contains 93345 members 
Mstep: Class 30 contains 6124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70279000.000000 Penalty: 97184.296875
Iteration 40F: 31 clusters Score -7.0279e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 52661 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 10868 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 39778 members 
Mstep: Class 8 contains 166869 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 867 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 602 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 19725 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 23902 members 
Mstep: Class 23 contains 583 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 3272 members 
Mstep: Class 26 contains 784 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 324 members 
Mstep: Class 29 contains 94037 members 
Mstep: Class 30 contains 6649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70287536.000000 Penalty: 97184.296875
Iteration 41Q: 31 clusters Score -7.028754e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 52070 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 10864 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 39555 members 
Mstep: Class 8 contains 166256 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 1038 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 19884 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 24077 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 5131 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 321 members 
Mstep: Class 29 contains 94435 members 
Mstep: Class 30 contains 7037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70290864.000000 Penalty: 97184.296875
Iteration 42Q: 31 clusters Score -7.029086e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 51527 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 7 contains 39362 members 
Mstep: Class 8 contains 165832 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3426 members 
Mstep: Class 11 contains 1329 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 20030 members 
Mstep: Class 20 contains 10283 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 24187 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 5170 members 
Mstep: Class 25 contains 3215 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 94743 members 
Mstep: Class 30 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70293024.000000 Penalty: 97184.296875
Iteration 43Q: 31 clusters Score -7.029302e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 50956 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 10914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 39207 members 
Mstep: Class 8 contains 165464 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 20167 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 24296 members 
Mstep: Class 23 contains 569 members 
Mstep: Class 24 contains 5210 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 910 members 
Mstep: Class 28 contains 321 members 
Mstep: Class 29 contains 94986 members 
Mstep: Class 30 contains 7547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70295136.000000 Penalty: 97184.296875
Iteration 44Q: 31 clusters Score -7.029514e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 50373 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 10946 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 39093 members 
Mstep: Class 8 contains 165119 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 20300 members 
Mstep: Class 20 contains 10303 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 24368 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 5238 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 911 members 
Mstep: Class 28 contains 319 members 
Mstep: Class 29 contains 95225 members 
Mstep: Class 30 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70296744.000000 Penalty: 97184.296875
Iteration 45Q: 31 clusters Score -7.029674e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 49774 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 10976 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 7 contains 39005 members 
Mstep: Class 8 contains 164811 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 903 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 20378 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 912 members 
Mstep: Class 28 contains 318 members 
Mstep: Class 29 contains 95442 members 
Mstep: Class 30 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70297608.000000 Penalty: 97184.296875
Iteration 46Q: 31 clusters Score -7.029761e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 49202 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 11006 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 7 contains 38932 members 
Mstep: Class 8 contains 164473 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 20442 members 
Mstep: Class 20 contains 10308 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 24460 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 912 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 95643 members 
Mstep: Class 30 contains 7993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70298360.000000 Penalty: 97184.296875
Iteration 47Q: 31 clusters Score -7.029836e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 48683 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 38871 members 
Mstep: Class 8 contains 164153 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 2130 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 4463 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 20505 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 24489 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 911 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 95926 members 
Mstep: Class 30 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70298888.000000 Penalty: 97184.296875
Iteration 48Q: 31 clusters Score -7.029889e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 48234 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 11076 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 38815 members 
Mstep: Class 8 contains 163855 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 2134 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 20562 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 24508 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 910 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 96172 members 
Mstep: Class 30 contains 8182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299272.000000 Penalty: 97184.296875
Iteration 49Q: 31 clusters Score -7.029927e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 47919 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 38750 members 
Mstep: Class 8 contains 163563 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5664 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 2134 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 795 members 
Mstep: Class 19 contains 20626 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 24513 members 
Mstep: Class 23 contains 565 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 3160 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 96416 members 
Mstep: Class 30 contains 8272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299488.000000 Penalty: 97184.296875
Iteration 50Q: 31 clusters Score -7.029949e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 47676 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 11105 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 38700 members 
Mstep: Class 8 contains 163336 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 807 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 20673 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 24507 members 
Mstep: Class 23 contains 562 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 96607 members 
Mstep: Class 30 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299584.000000 Penalty: 97184.296875
Iteration 51Q: 31 clusters Score -7.029958e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 47505 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 11112 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 38662 members 
Mstep: Class 8 contains 163131 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 20706 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 24505 members 
Mstep: Class 23 contains 561 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 96774 members 
Mstep: Class 30 contains 8391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299824.000000 Penalty: 97184.296875
Iteration 52Q: 31 clusters Score -7.029982e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 47409 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 38619 members 
Mstep: Class 8 contains 162902 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 6092 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20713 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 24519 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 3158 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 314 members 
Mstep: Class 29 contains 96963 members 
Mstep: Class 30 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300056.000000 Penalty: 97184.296875
Iteration 53Q: 31 clusters Score -7.030006e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 47333 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 38586 members 
Mstep: Class 8 contains 162661 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20729 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 24523 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 5289 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 97157 members 
Mstep: Class 30 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300144.000000 Penalty: 97184.296875
Iteration 54Q: 31 clusters Score -7.030014e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 47277 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 11131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 38542 members 
Mstep: Class 8 contains 162469 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20739 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 24516 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 97350 members 
Mstep: Class 30 contains 8492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300432.000000 Penalty: 97184.296875
Iteration 55Q: 31 clusters Score -7.030043e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 47236 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 11139 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 38502 members 
Mstep: Class 8 contains 162272 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20754 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 24514 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 5296 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 97521 members 
Mstep: Class 30 contains 8533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300584.000000 Penalty: 97184.296875
Iteration 56Q: 31 clusters Score -7.030058e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 47202 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 11143 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 38461 members 
Mstep: Class 8 contains 162102 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 6320 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 958 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20770 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 24511 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 97670 members 
Mstep: Class 30 contains 8572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300792.000000 Penalty: 97184.296875
Iteration 57Q: 31 clusters Score -7.030079e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 47174 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 999 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 38424 members 
Mstep: Class 8 contains 161953 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20779 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 24508 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 5298 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 97802 members 
Mstep: Class 30 contains 8613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70300760.000000 Penalty: 97184.296875
Iteration 58Q: 31 clusters Score -7.030076e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 47152 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 990 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 38392 members 
Mstep: Class 8 contains 161808 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20778 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 24506 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 97933 members 
Mstep: Class 30 contains 8654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70301208.000000 Penalty: 97184.296875
Iteration 59Q: 31 clusters Score -7.030121e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 47142 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 5 contains 11164 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 38374 members 
Mstep: Class 8 contains 161683 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 959 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 24497 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 5296 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 98030 members 
Mstep: Class 30 contains 8698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70306232.000000 Penalty: 97184.296875
Iteration 60F: 31 clusters Score -7.030623e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 46819 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 7 contains 38338 members 
Mstep: Class 8 contains 161518 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 6841 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 20779 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 24489 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 5295 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 351 members 
Mstep: Class 29 contains 98043 members 
Mstep: Class 30 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70312432.000000 Penalty: 97184.296875
Iteration 61Q: 31 clusters Score -7.031243e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 46557 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 11191 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 38306 members 
Mstep: Class 8 contains 161364 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 24484 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 354 members 
Mstep: Class 29 contains 98091 members 
Mstep: Class 30 contains 8753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70313960.000000 Penalty: 97184.296875
Iteration 62Q: 31 clusters Score -7.031396e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 46330 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 11225 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 7 contains 38273 members 
Mstep: Class 8 contains 161233 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 20787 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 24477 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 348 members 
Mstep: Class 29 contains 98136 members 
Mstep: Class 30 contains 8782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70314824.000000 Penalty: 97184.296875
Iteration 63Q: 31 clusters Score -7.031482e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 46143 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 7 contains 38241 members 
Mstep: Class 8 contains 161098 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 927 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 20796 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 24470 members 
Mstep: Class 23 contains 556 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 98180 members 
Mstep: Class 30 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315248.000000 Penalty: 97184.296875
Iteration 64Q: 31 clusters Score -7.031525e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45997 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 675 members 
Mstep: Class 7 contains 38200 members 
Mstep: Class 8 contains 161004 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 20804 members 
Mstep: Class 20 contains 10320 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 24458 members 
Mstep: Class 23 contains 555 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 98208 members 
Mstep: Class 30 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315472.000000 Penalty: 97184.296875
Iteration 65Q: 31 clusters Score -7.031547e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 45877 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 11319 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 38171 members 
Mstep: Class 8 contains 160943 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 8132 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 20812 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 24454 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3145 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98233 members 
Mstep: Class 30 contains 8829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315752.000000 Penalty: 97184.296875
Iteration 66Q: 31 clusters Score -7.031575e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 45801 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11336 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 38154 members 
Mstep: Class 8 contains 160883 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8245 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 933 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20817 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 24454 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98237 members 
Mstep: Class 30 contains 8848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315824.000000 Penalty: 97184.296875
Iteration 67Q: 31 clusters Score -7.031582e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 45732 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11351 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 38140 members 
Mstep: Class 8 contains 160821 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8342 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 934 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 20822 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 24452 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3139 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98253 members 
Mstep: Class 30 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315776.000000 Penalty: 97184.296875
Iteration 68Q: 31 clusters Score -7.031578e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 45677 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11365 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 38129 members 
Mstep: Class 8 contains 160782 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 20826 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 24449 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 3139 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98273 members 
Mstep: Class 30 contains 8865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70315992.000000 Penalty: 97184.296875
Iteration 69Q: 31 clusters Score -7.031599e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 45640 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11378 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 38112 members 
Mstep: Class 8 contains 160730 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 934 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20829 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24443 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98299 members 
Mstep: Class 30 contains 8871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316040.000000 Penalty: 97184.296875
Iteration 70Q: 31 clusters Score -7.031604e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 45606 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11383 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 38096 members 
Mstep: Class 8 contains 160681 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8520 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 933 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20830 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24444 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 3136 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98328 members 
Mstep: Class 30 contains 8884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316032.000000 Penalty: 97184.296875
Iteration 71Q: 31 clusters Score -7.031603e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 45584 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11389 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 38076 members 
Mstep: Class 8 contains 160639 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8558 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20832 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24445 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98352 members 
Mstep: Class 30 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316120.000000 Penalty: 97184.296875
Iteration 72Q: 31 clusters Score -7.031612e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 45565 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11398 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 38057 members 
Mstep: Class 8 contains 160596 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20831 members 
Mstep: Class 20 contains 10320 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24444 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98397 members 
Mstep: Class 30 contains 8902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316048.000000 Penalty: 97184.296875
Iteration 73Q: 31 clusters Score -7.031605e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 45548 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11402 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 38042 members 
Mstep: Class 8 contains 160563 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8608 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20833 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24438 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98432 members 
Mstep: Class 30 contains 8908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316008.000000 Penalty: 97184.296875
Iteration 74Q: 31 clusters Score -7.031601e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 45532 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11407 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 38023 members 
Mstep: Class 8 contains 160520 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20836 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24434 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98478 members 
Mstep: Class 30 contains 8917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316080.000000 Penalty: 97184.296875
Iteration 75Q: 31 clusters Score -7.031608e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 45514 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 38004 members 
Mstep: Class 8 contains 160460 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20839 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24432 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98536 members 
Mstep: Class 30 contains 8928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316128.000000 Penalty: 97184.296875
Iteration 76Q: 31 clusters Score -7.031613e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 45501 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11417 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37986 members 
Mstep: Class 8 contains 160421 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24429 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98584 members 
Mstep: Class 30 contains 8934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316144.000000 Penalty: 97184.296875
Iteration 77Q: 31 clusters Score -7.031614e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45486 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11421 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37972 members 
Mstep: Class 8 contains 160382 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20844 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24425 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98632 members 
Mstep: Class 30 contains 8938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70316176.000000 Penalty: 97184.296875
Iteration 78Q: 31 clusters Score -7.031618e+07 nChanged 136
Entering ConstructFrom: 
Score: -70316176.000000 Penalty: 97184.296875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1810902.625000 Penalty: 2330.267334
	Iteration 0F: 2 clusters Score -1810903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1801883.500000 Penalty: 4660.534668
	Iteration 0F: 3 clusters Score -1801884 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1804643.375000 Penalty: 4660.534668
	Iteration 1F: 3 clusters Score -1804643 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1805054.375000 Penalty: 4660.534668
	Iteration 2F: 3 clusters Score -1805054 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1805362.250000 Penalty: 4660.534668
	Iteration 3F: 3 clusters Score -1805362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1805617.625000 Penalty: 4660.534668
	Iteration 4Q: 3 clusters Score -1805618 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1805858.125000 Penalty: 4660.534668
	Iteration 5Q: 3 clusters Score -1805858 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1806112.250000 Penalty: 4660.534668
	Iteration 6Q: 3 clusters Score -1806112 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1806398.125000 Penalty: 4660.534668
	Iteration 7Q: 3 clusters Score -1806398 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1806694.375000 Penalty: 4660.534668
	Iteration 8Q: 3 clusters Score -1806694 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1806950.500000 Penalty: 4660.534668
	Iteration 9Q: 3 clusters Score -1806950 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1807142.500000 Penalty: 4660.534668
	Iteration 10Q: 3 clusters Score -1807142 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1807285.625000 Penalty: 4660.534668
	Iteration 11Q: 3 clusters Score -1807286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1807379.625000 Penalty: 4660.534668
	Iteration 12Q: 3 clusters Score -1807380 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1807455.875000 Penalty: 4660.534668
	Iteration 13Q: 3 clusters Score -1807456 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1807508.375000 Penalty: 4660.534668
	Iteration 14Q: 3 clusters Score -1807508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1807551.000000 Penalty: 4660.534668
	Iteration 15Q: 3 clusters Score -1807551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1807575.875000 Penalty: 4660.534668
	Iteration 16Q: 3 clusters Score -1807576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1807596.000000 Penalty: 4660.534668
	Iteration 17Q: 3 clusters Score -1807596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1807617.125000 Penalty: 4660.534668
	Iteration 18Q: 3 clusters Score -1807617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1807621.500000 Penalty: 4660.534668
	Iteration 19Q: 3 clusters Score -1807622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1807634.375000 Penalty: 4660.534668
	Iteration 20F: 3 clusters Score -1807634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1807645.500000 Penalty: 4660.534668
	Iteration 21Q: 3 clusters Score -1807646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1807660.875000 Penalty: 4660.534668
	Iteration 22Q: 3 clusters Score -1807661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1807664.000000 Penalty: 4660.534668
	Iteration 23Q: 3 clusters Score -1807664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1807668.625000 Penalty: 4660.534668
	Iteration 24Q: 3 clusters Score -1807669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1807675.500000 Penalty: 4660.534668
	Iteration 25Q: 3 clusters Score -1807676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1807679.000000 Penalty: 4660.534668
	Iteration 26Q: 3 clusters Score -1807679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1807682.000000 Penalty: 4660.534668
	Iteration 27Q: 3 clusters Score -1807682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1807691.375000 Penalty: 4660.534668
	Iteration 28Q: 3 clusters Score -1807691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1807694.375000 Penalty: 4660.534668
	Iteration 29Q: 3 clusters Score -1807694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1807703.250000 Penalty: 4660.534668
	Iteration 30Q: 3 clusters Score -1807703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1807710.125000 Penalty: 4660.534668
	Iteration 31Q: 3 clusters Score -1807710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1807714.750000 Penalty: 4660.534668
	Iteration 32Q: 3 clusters Score -1807715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1807714.875000 Penalty: 4660.534668
	Iteration 33Q: 3 clusters Score -1807715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1807730.125000 Penalty: 4660.534668
	Iteration 34Q: 3 clusters Score -1807730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1807747.500000 Penalty: 4660.534668
	Iteration 35Q: 3 clusters Score -1807748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1807755.000000 Penalty: 4660.534668
	Iteration 36Q: 3 clusters Score -1807755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1807770.250000 Penalty: 4660.534668
	Iteration 37Q: 3 clusters Score -1807770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1807793.625000 Penalty: 4660.534668
	Iteration 38Q: 3 clusters Score -1807794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1807815.750000 Penalty: 4660.534668
	Iteration 39Q: 3 clusters Score -1807816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1807841.375000 Penalty: 4660.534668
	Iteration 40F: 3 clusters Score -1807841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1807864.375000 Penalty: 4660.534668
	Iteration 41Q: 3 clusters Score -1807864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1807893.625000 Penalty: 4660.534668
	Iteration 42Q: 3 clusters Score -1807894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1807930.125000 Penalty: 4660.534668
	Iteration 43Q: 3 clusters Score -1807930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1807976.000000 Penalty: 4660.534668
	Iteration 44Q: 3 clusters Score -1807976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1808011.500000 Penalty: 4660.534668
	Iteration 45Q: 3 clusters Score -1808012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1808054.500000 Penalty: 4660.534668
	Iteration 46Q: 3 clusters Score -1808054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1808102.375000 Penalty: 4660.534668
	Iteration 47Q: 3 clusters Score -1808102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1808141.000000 Penalty: 4660.534668
	Iteration 48Q: 3 clusters Score -1808141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1808191.500000 Penalty: 4660.534668
	Iteration 49Q: 3 clusters Score -1808192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1808242.750000 Penalty: 4660.534668
	Iteration 50Q: 3 clusters Score -1808243 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1808300.750000 Penalty: 4660.534668
	Iteration 51Q: 3 clusters Score -1808301 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1808364.250000 Penalty: 4660.534668
	Iteration 52Q: 3 clusters Score -1808364 nChanged 127
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: -1808412.625000 Penalty: 4660.534668
	Iteration 53Q: 3 clusters Score -1808413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1808458.125000 Penalty: 4660.534668
	Iteration 54Q: 3 clusters Score -1808458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1808493.500000 Penalty: 4660.534668
	Iteration 55Q: 3 clusters Score -1808494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1808531.250000 Penalty: 4660.534668
	Iteration 56Q: 3 clusters Score -1808531 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1808565.000000 Penalty: 4660.534668
	Iteration 57Q: 3 clusters Score -1808565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1808612.375000 Penalty: 4660.534668
	Iteration 58Q: 3 clusters Score -1808612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1808654.500000 Penalty: 4660.534668
	Iteration 59Q: 3 clusters Score -1808654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1808696.250000 Penalty: 4660.534668
	Iteration 60F: 3 clusters Score -1808696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1808725.625000 Penalty: 4660.534668
	Iteration 61Q: 3 clusters Score -1808726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1808764.500000 Penalty: 4660.534668
	Iteration 62Q: 3 clusters Score -1808764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1808808.250000 Penalty: 4660.534668
	Iteration 63Q: 3 clusters Score -1808808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1808840.000000 Penalty: 4660.534668
	Iteration 64Q: 3 clusters Score -1808840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1808865.500000 Penalty: 4660.534668
	Iteration 65Q: 3 clusters Score -1808866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1808892.625000 Penalty: 4660.534668
	Iteration 66Q: 3 clusters Score -1808893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1808911.250000 Penalty: 4660.534668
	Iteration 67Q: 3 clusters Score -1808911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1808927.875000 Penalty: 4660.534668
	Iteration 68Q: 3 clusters Score -1808928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1808939.000000 Penalty: 4660.534668
	Iteration 69Q: 3 clusters Score -1808939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1808948.000000 Penalty: 4660.534668
	Iteration 70Q: 3 clusters Score -1808948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1808953.250000 Penalty: 4660.534668
	Iteration 71Q: 3 clusters Score -1808953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1808969.000000 Penalty: 4660.534668
	Iteration 72Q: 3 clusters Score -1808969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1808976.625000 Penalty: 4660.534668
	Iteration 73Q: 3 clusters Score -1808977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1808991.125000 Penalty: 4660.534668
	Iteration 74Q: 3 clusters Score -1808991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1809006.000000 Penalty: 4660.534668
	Iteration 75Q: 3 clusters Score -1809006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1809017.500000 Penalty: 4660.534668
	Iteration 76Q: 3 clusters Score -1809018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1809026.000000 Penalty: 4660.534668
	Iteration 77Q: 3 clusters Score -1809026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1809040.875000 Penalty: 4660.534668
	Iteration 78Q: 3 clusters Score -1809041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1809050.500000 Penalty: 4660.534668
	Iteration 79Q: 3 clusters Score -1809050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1809065.500000 Penalty: 4660.534668
	Iteration 80F: 3 clusters Score -1809066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1809076.000000 Penalty: 4660.534668
	Iteration 81Q: 3 clusters Score -1809076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1809083.875000 Penalty: 4660.534668
	Iteration 82Q: 3 clusters Score -1809084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1809089.750000 Penalty: 4660.534668
	Iteration 83Q: 3 clusters Score -1809090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1809096.500000 Penalty: 4660.534668
	Iteration 84Q: 3 clusters Score -1809096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1809107.000000 Penalty: 4660.534668
	Iteration 85Q: 3 clusters Score -1809107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1809114.125000 Penalty: 4660.534668
	Iteration 86Q: 3 clusters Score -1809114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1809118.625000 Penalty: 4660.534668
	Iteration 87Q: 3 clusters Score -1809119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1809122.375000 Penalty: 4660.534668
	Iteration 88Q: 3 clusters Score -1809122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1809122.625000 Penalty: 4660.534668
	Iteration 89Q: 3 clusters Score -1809123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1809123.625000 Penalty: 4660.534668
	Iteration 90Q: 3 clusters Score -1809124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1809122.750000 Penalty: 4660.534668
	Iteration 91Q: 3 clusters Score -1809123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1809123.250000 Penalty: 4660.534668
	Iteration 92Q: 3 clusters Score -1809123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1809123.250000 Penalty: 4660.534668
	Iteration 93F: 3 clusters Score -1809123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Entering Unmasked Estep 
Score: -6965564.000000 Penalty: 2659.763184
	Iteration 0F: 2 clusters Score -6965564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -6935108.000000 Penalty: 5319.526367
	Iteration 0F: 3 clusters Score -6935108 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -6946352.000000 Penalty: 5319.526367
	Iteration 1F: 3 clusters Score -6946352 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -6946916.500000 Penalty: 5319.526367
	Iteration 2Q: 3 clusters Score -6946916 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -6947495.000000 Penalty: 5319.526367
	Iteration 3Q: 3 clusters Score -6947495 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -6948115.500000 Penalty: 5319.526367
	Iteration 4Q: 3 clusters Score -6948116 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6949050.500000 Penalty: 5319.526367
	Iteration 5Q: 3 clusters Score -6949050 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -6950471.000000 Penalty: 5319.526367
	Iteration 6F: 3 clusters Score -6950471 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -6952501.500000 Penalty: 5319.526367
	Iteration 7F: 3 clusters Score -6952502 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -6955264.500000 Penalty: 5319.526367
	Iteration 8F: 3 clusters Score -6955264 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -6958280.000000 Penalty: 5319.526367
	Iteration 9F: 3 clusters Score -6958280 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -6960532.000000 Penalty: 5319.526367
	Iteration 10F: 3 clusters Score -6960532 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -6961957.500000 Penalty: 5319.526367
	Iteration 11Q: 3 clusters Score -6961958 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -6962621.000000 Penalty: 5319.526367
	Iteration 12Q: 3 clusters Score -6962621 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -6962894.000000 Penalty: 5319.526367
	Iteration 13Q: 3 clusters Score -6962894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -6963023.000000 Penalty: 5319.526367
	Iteration 14Q: 3 clusters Score -6963023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -6963094.000000 Penalty: 5319.526367
	Iteration 15Q: 3 clusters Score -6963094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6963130.500000 Penalty: 5319.526367
	Iteration 16Q: 3 clusters Score -6963130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -6963152.000000 Penalty: 5319.526367
	Iteration 17Q: 3 clusters Score -6963152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6963167.500000 Penalty: 5319.526367
	Iteration 18Q: 3 clusters Score -6963168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -6963186.000000 Penalty: 5319.526367
	Iteration 19Q: 3 clusters Score -6963186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6963195.500000 Penalty: 5319.526367
	Iteration 20F: 3 clusters Score -6963196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -6963199.500000 Penalty: 5319.526367
	Iteration 21Q: 3 clusters Score -6963200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -6963210.500000 Penalty: 5319.526367
	Iteration 22Q: 3 clusters Score -6963210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -6963218.000000 Penalty: 5319.526367
	Iteration 23Q: 3 clusters Score -6963218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -6963220.000000 Penalty: 5319.526367
	Iteration 24Q: 3 clusters Score -6963220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -6963225.000000 Penalty: 5319.526367
	Iteration 25Q: 3 clusters Score -6963225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -6963232.000000 Penalty: 5319.526367
	Iteration 26Q: 3 clusters Score -6963232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6963229.000000 Penalty: 5319.526367
	Iteration 27Q: 3 clusters Score -6963229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6963229.000000 Penalty: 5319.526367
	Iteration 28F: 3 clusters Score -6963229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -33141.628906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -33141.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31984.058594 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -31984.06 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32550.386719 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -32550.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32850.023438 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -32850.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33112.851562 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -33112.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33476.863281 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -33476.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33676.781250 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -33676.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33838.839844 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -33838.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33979.628906 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -33979.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34055.539062 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34055.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34080.859375 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -34080.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34096.640625 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -34096.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34114.730469 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -34114.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34124.929688 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -34124.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34132.453125 Penalty: 2997.145996
	Iteration 13F: 3 clusters Score -34132.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34244.054688 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -34244.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34273.355469 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -34273.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34277.570312 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -34277.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34277.570312 Penalty: 2997.145996
	Iteration 17F: 3 clusters Score -34277.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 213 members 
Entering Unmasked Estep 
Score: -70315624.000000 Penalty: 100423.773438
Splitting cluster 3 changes total score from -70316176.000000 to -70315624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -100389.734375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -100389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98800.835938 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -98800.84 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99712.492188 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -99712.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100120.484375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -100120.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100514.859375 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -100514.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100751.132812 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -100751.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100786.625000 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -100786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100799.085938 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -100799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100805.101562 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -100805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100806.421875 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -100806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100806.421875 Penalty: 3347.384766
	Iteration 9F: 3 clusters Score -100806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 309 members 
Entering Unmasked Estep 
Score: -70315064.000000 Penalty: 100423.773438
Splitting cluster 4 changes total score from -70316176.000000 to -70315064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Entering Unmasked Estep 
Score: -1638385.000000 Penalty: 2317.137695
	Iteration 0F: 2 clusters Score -1638385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1629806.375000 Penalty: 4634.275391
	Iteration 0F: 3 clusters Score -1629806 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1632740.625000 Penalty: 4634.275391
	Iteration 1F: 3 clusters Score -1632741 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1633675.250000 Penalty: 4634.275391
	Iteration 2F: 3 clusters Score -1633675 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1634662.375000 Penalty: 4634.275391
	Iteration 3F: 3 clusters Score -1634662 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1635485.375000 Penalty: 4634.275391
	Iteration 4F: 3 clusters Score -1635485 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1636021.625000 Penalty: 4634.275391
	Iteration 5F: 3 clusters Score -1636022 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1636338.000000 Penalty: 4634.275391
	Iteration 6Q: 3 clusters Score -1636338 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1636577.250000 Penalty: 4634.275391
	Iteration 7Q: 3 clusters Score -1636577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1636764.500000 Penalty: 4634.275391
	Iteration 8Q: 3 clusters Score -1636764 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1636929.625000 Penalty: 4634.275391
	Iteration 9Q: 3 clusters Score -1636930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1637062.125000 Penalty: 4634.275391
	Iteration 10Q: 3 clusters Score -1637062 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1637147.875000 Penalty: 4634.275391
	Iteration 11Q: 3 clusters Score -1637148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1637198.625000 Penalty: 4634.275391
	Iteration 12Q: 3 clusters Score -1637199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1637235.000000 Penalty: 4634.275391
	Iteration 13Q: 3 clusters Score -1637235 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1637257.875000 Penalty: 4634.275391
	Iteration 14Q: 3 clusters Score -1637258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1637288.125000 Penalty: 4634.275391
	Iteration 15Q: 3 clusters Score -1637288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1637301.500000 Penalty: 4634.275391
	Iteration 16Q: 3 clusters Score -1637302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1637318.375000 Penalty: 4634.275391
	Iteration 17Q: 3 clusters Score -1637318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1637330.250000 Penalty: 4634.275391
	Iteration 18Q: 3 clusters Score -1637330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1637348.625000 Penalty: 4634.275391
	Iteration 19Q: 3 clusters Score -1637349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1637360.250000 Penalty: 4634.275391
	Iteration 20F: 3 clusters Score -1637360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1637369.125000 Penalty: 4634.275391
	Iteration 21Q: 3 clusters Score -1637369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1637383.500000 Penalty: 4634.275391
	Iteration 22Q: 3 clusters Score -1637384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1637399.625000 Penalty: 4634.275391
	Iteration 23Q: 3 clusters Score -1637400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1637411.875000 Penalty: 4634.275391
	Iteration 24Q: 3 clusters Score -1637412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1637423.750000 Penalty: 4634.275391
	Iteration 25Q: 3 clusters Score -1637424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1637432.750000 Penalty: 4634.275391
	Iteration 26Q: 3 clusters Score -1637433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1637442.875000 Penalty: 4634.275391
	Iteration 27Q: 3 clusters Score -1637443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1637444.375000 Penalty: 4634.275391
	Iteration 28Q: 3 clusters Score -1637444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1637446.250000 Penalty: 4634.275391
	Iteration 29Q: 3 clusters Score -1637446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1637445.000000 Penalty: 4634.275391
	Iteration 30Q: 3 clusters Score -1637445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1637447.375000 Penalty: 4634.275391
	Iteration 31Q: 3 clusters Score -1637447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1637446.625000 Penalty: 4634.275391
	Iteration 32Q: 3 clusters Score -1637447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1637451.375000 Penalty: 4634.275391
	Iteration 33Q: 3 clusters Score -1637451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1637451.000000 Penalty: 4634.275391
	Iteration 34Q: 3 clusters Score -1637451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1637454.375000 Penalty: 4634.275391
	Iteration 35Q: 3 clusters Score -1637454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1637459.500000 Penalty: 4634.275391
	Iteration 36Q: 3 clusters Score -1637460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1637459.250000 Penalty: 4634.275391
	Iteration 37Q: 3 clusters Score -1637459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1637456.625000 Penalty: 4634.275391
	Iteration 38Q: 3 clusters Score -1637457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1637456.625000 Penalty: 4634.275391
	Iteration 39F: 3 clusters Score -1637457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -79481.523438 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -79481.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78102.226562 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -78102.23 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79042.601562 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -79042.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79402.710938 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -79402.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79513.484375 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -79513.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79583.382812 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -79583.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79663.703125 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -79663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79725.625000 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -79725.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79742.226562 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -79742.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79746.726562 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -79746.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79769.765625 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -79769.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79773.101562 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -79773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79773.101562 Penalty: 3214.862061
	Iteration 11F: 3 clusters Score -79773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 272 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 381 members 
Entering Unmasked Estep 
Score: -70314896.000000 Penalty: 100423.773438
Splitting cluster 6 changes total score from -70316176.000000 to -70314896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Entering Unmasked Estep 
Score: -5774679.500000 Penalty: 2615.002930
	Iteration 0F: 2 clusters Score -5774680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5748999.500000 Penalty: 5230.005859
	Iteration 0F: 3 clusters Score -5749000 nChanged 17285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5758563.000000 Penalty: 5230.005859
	Iteration 1F: 3 clusters Score -5758563 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5759241.000000 Penalty: 5230.005859
	Iteration 2Q: 3 clusters Score -5759241 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5760101.000000 Penalty: 5230.005859
	Iteration 3Q: 3 clusters Score -5760101 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5761106.500000 Penalty: 5230.005859
	Iteration 4F: 3 clusters Score -5761106 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5762261.000000 Penalty: 5230.005859
	Iteration 5F: 3 clusters Score -5762261 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5763643.000000 Penalty: 5230.005859
	Iteration 6F: 3 clusters Score -5763643 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5765070.000000 Penalty: 5230.005859
	Iteration 7F: 3 clusters Score -5765070 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -5766423.000000 Penalty: 5230.005859
	Iteration 8F: 3 clusters Score -5766423 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -5767601.000000 Penalty: 5230.005859
	Iteration 9Q: 3 clusters Score -5767601 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5768556.500000 Penalty: 5230.005859
	Iteration 10Q: 3 clusters Score -5768556 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5769252.500000 Penalty: 5230.005859
	Iteration 11Q: 3 clusters Score -5769252 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5769733.500000 Penalty: 5230.005859
	Iteration 12Q: 3 clusters Score -5769734 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -5770122.000000 Penalty: 5230.005859
	Iteration 13Q: 3 clusters Score -5770122 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5770454.000000 Penalty: 5230.005859
	Iteration 14Q: 3 clusters Score -5770454 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -5770867.000000 Penalty: 5230.005859
	Iteration 15Q: 3 clusters Score -5770867 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -5771275.000000 Penalty: 5230.005859
	Iteration 16Q: 3 clusters Score -5771275 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5771723.000000 Penalty: 5230.005859
	Iteration 17Q: 3 clusters Score -5771723 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -5772067.000000 Penalty: 5230.005859
	Iteration 18Q: 3 clusters Score -5772067 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -5772366.000000 Penalty: 5230.005859
	Iteration 19Q: 3 clusters Score -5772366 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5772657.000000 Penalty: 5230.005859
	Iteration 20F: 3 clusters Score -5772657 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -5772849.500000 Penalty: 5230.005859
	Iteration 21Q: 3 clusters Score -5772850 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -5772964.500000 Penalty: 5230.005859
	Iteration 22Q: 3 clusters Score -5772964 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5773056.500000 Penalty: 5230.005859
	Iteration 23Q: 3 clusters Score -5773056 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -5773150.000000 Penalty: 5230.005859
	Iteration 24Q: 3 clusters Score -5773150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -5773207.500000 Penalty: 5230.005859
	Iteration 25Q: 3 clusters Score -5773208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5773245.500000 Penalty: 5230.005859
	Iteration 26Q: 3 clusters Score -5773246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -5773280.500000 Penalty: 5230.005859
	Iteration 27Q: 3 clusters Score -5773280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5773311.500000 Penalty: 5230.005859
	Iteration 28Q: 3 clusters Score -5773312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5773321.000000 Penalty: 5230.005859
	Iteration 29Q: 3 clusters Score -5773321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5773333.000000 Penalty: 5230.005859
	Iteration 30Q: 3 clusters Score -5773333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -5773370.500000 Penalty: 5230.005859
	Iteration 31Q: 3 clusters Score -5773370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5773364.500000 Penalty: 5230.005859
	Iteration 32Q: 3 clusters Score -5773364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -5773389.500000 Penalty: 5230.005859
	Iteration 33Q: 3 clusters Score -5773390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -5773387.000000 Penalty: 5230.005859
	Iteration 34Q: 3 clusters Score -5773387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -5773411.000000 Penalty: 5230.005859
	Iteration 35Q: 3 clusters Score -5773411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5773403.500000 Penalty: 5230.005859
	Iteration 36Q: 3 clusters Score -5773404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -5773401.000000 Penalty: 5230.005859
	Iteration 37Q: 3 clusters Score -5773401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5773407.000000 Penalty: 5230.005859
	Iteration 38Q: 3 clusters Score -5773407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5773408.000000 Penalty: 5230.005859
	Iteration 39Q: 3 clusters Score -5773408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5773399.000000 Penalty: 5230.005859
	Iteration 40F: 3 clusters Score -5773399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -5773397.000000 Penalty: 5230.005859
	Iteration 41Q: 3 clusters Score -5773397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5773405.000000 Penalty: 5230.005859
	Iteration 42Q: 3 clusters Score -5773405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5773411.500000 Penalty: 5230.005859
	Iteration 43Q: 3 clusters Score -5773412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5773411.500000 Penalty: 5230.005859
	Iteration 44Q: 3 clusters Score -5773412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -5773410.500000 Penalty: 5230.005859
	Iteration 45Q: 3 clusters Score -5773410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5773410.500000 Penalty: 5230.005859
	Iteration 46Q: 3 clusters Score -5773410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -5773407.500000 Penalty: 5230.005859
	Iteration 47Q: 3 clusters Score -5773408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5773409.500000 Penalty: 5230.005859
	Iteration 48Q: 3 clusters Score -5773410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -5773405.000000 Penalty: 5230.005859
	Iteration 49Q: 3 clusters Score -5773405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5773412.500000 Penalty: 5230.005859
	Iteration 50Q: 3 clusters Score -5773412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5773411.500000 Penalty: 5230.005859
	Iteration 51Q: 3 clusters Score -5773412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5773407.000000 Penalty: 5230.005859
	Iteration 52Q: 3 clusters Score -5773407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -5773409.500000 Penalty: 5230.005859
	Iteration 53Q: 3 clusters Score -5773410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5773410.500000 Penalty: 5230.005859
	Iteration 54Q: 3 clusters Score -5773410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5773410.500000 Penalty: 5230.005859
	Iteration 55F: 3 clusters Score -5773410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Entering Unmasked Estep 
Score: -24489280.000000 Penalty: 2972.291260
	Iteration 0F: 2 clusters Score -2.448928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -24383392.000000 Penalty: 5944.582520
	Iteration 0F: 3 clusters Score -2.438339e+07 nChanged 76954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -24427902.000000 Penalty: 5944.582520
	Iteration 1F: 3 clusters Score -2.44279e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -24428626.000000 Penalty: 5944.582520
	Iteration 2Q: 3 clusters Score -2.442863e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -24429408.000000 Penalty: 5944.582520
	Iteration 3Q: 3 clusters Score -2.442941e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -24430264.000000 Penalty: 5944.582520
	Iteration 4Q: 3 clusters Score -2.443026e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -24431474.000000 Penalty: 5944.582520
	Iteration 5Q: 3 clusters Score -2.443147e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 76778 members 
Entering Unmasked Estep 
Score: -24432696.000000 Penalty: 5944.582520
	Iteration 6Q: 3 clusters Score -2.44327e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -24434308.000000 Penalty: 5944.582520
	Iteration 7Q: 3 clusters Score -2.443431e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -24436412.000000 Penalty: 5944.582520
	Iteration 8Q: 3 clusters Score -2.443641e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -24439440.000000 Penalty: 5944.582520
	Iteration 9Q: 3 clusters Score -2.443944e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -24444336.000000 Penalty: 5944.582520
	Iteration 10F: 3 clusters Score -2.444434e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -24450622.000000 Penalty: 5944.582520
	Iteration 11F: 3 clusters Score -2.445062e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -24456980.000000 Penalty: 5944.582520
	Iteration 12F: 3 clusters Score -2.445698e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -24460980.000000 Penalty: 5944.582520
	Iteration 13Q: 3 clusters Score -2.446098e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -24463272.000000 Penalty: 5944.582520
	Iteration 14Q: 3 clusters Score -2.446327e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -24464454.000000 Penalty: 5944.582520
	Iteration 15Q: 3 clusters Score -2.446445e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -24465428.000000 Penalty: 5944.582520
	Iteration 16Q: 3 clusters Score -2.446543e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116080 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -24466414.000000 Penalty: 5944.582520
	Iteration 17Q: 3 clusters Score -2.446641e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119220 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -24467738.000000 Penalty: 5944.582520
	Iteration 18Q: 3 clusters Score -2.446774e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -24469112.000000 Penalty: 5944.582520
	Iteration 19Q: 3 clusters Score -2.446911e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -24470694.000000 Penalty: 5944.582520
	Iteration 20F: 3 clusters Score -2.447069e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -24472534.000000 Penalty: 5944.582520
	Iteration 21Q: 3 clusters Score -2.447253e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132788 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -24474474.000000 Penalty: 5944.582520
	Iteration 22Q: 3 clusters Score -2.447447e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -24476650.000000 Penalty: 5944.582520
	Iteration 23Q: 3 clusters Score -2.447665e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -24478642.000000 Penalty: 5944.582520
	Iteration 24Q: 3 clusters Score -2.447864e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141809 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -24480482.000000 Penalty: 5944.582520
	Iteration 25Q: 3 clusters Score -2.448048e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -24482016.000000 Penalty: 5944.582520
	Iteration 26Q: 3 clusters Score -2.448202e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -24483284.000000 Penalty: 5944.582520
	Iteration 27Q: 3 clusters Score -2.448328e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -24484064.000000 Penalty: 5944.582520
	Iteration 28Q: 3 clusters Score -2.448406e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -24484620.000000 Penalty: 5944.582520
	Iteration 29Q: 3 clusters Score -2.448462e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149623 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -24485000.000000 Penalty: 5944.582520
	Iteration 30Q: 3 clusters Score -2.4485e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -24485340.000000 Penalty: 5944.582520
	Iteration 31Q: 3 clusters Score -2.448534e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151247 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -24485514.000000 Penalty: 5944.582520
	Iteration 32Q: 3 clusters Score -2.448551e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -24485688.000000 Penalty: 5944.582520
	Iteration 33Q: 3 clusters Score -2.448569e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -24485840.000000 Penalty: 5944.582520
	Iteration 34Q: 3 clusters Score -2.448584e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -24485928.000000 Penalty: 5944.582520
	Iteration 35Q: 3 clusters Score -2.448593e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -24486060.000000 Penalty: 5944.582520
	Iteration 36Q: 3 clusters Score -2.448606e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -24486146.000000 Penalty: 5944.582520
	Iteration 37Q: 3 clusters Score -2.448615e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154286 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -24486216.000000 Penalty: 5944.582520
	Iteration 38Q: 3 clusters Score -2.448622e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -24486322.000000 Penalty: 5944.582520
	Iteration 39Q: 3 clusters Score -2.448632e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -24486416.000000 Penalty: 5944.582520
	Iteration 40F: 3 clusters Score -2.448642e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -24486394.000000 Penalty: 5944.582520
	Iteration 41Q: 3 clusters Score -2.448639e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -24486490.000000 Penalty: 5944.582520
	Iteration 42Q: 3 clusters Score -2.448649e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155613 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -24486510.000000 Penalty: 5944.582520
	Iteration 43Q: 3 clusters Score -2.448651e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -24486552.000000 Penalty: 5944.582520
	Iteration 44Q: 3 clusters Score -2.448655e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -24486508.000000 Penalty: 5944.582520
	Iteration 45Q: 3 clusters Score -2.448651e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -24486580.000000 Penalty: 5944.582520
	Iteration 46Q: 3 clusters Score -2.448658e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -24486602.000000 Penalty: 5944.582520
	Iteration 47Q: 3 clusters Score -2.44866e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -24486640.000000 Penalty: 5944.582520
	Iteration 48Q: 3 clusters Score -2.448664e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -24486644.000000 Penalty: 5944.582520
	Iteration 49Q: 3 clusters Score -2.448664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -24486648.000000 Penalty: 5944.582520
	Iteration 50Q: 3 clusters Score -2.448665e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156516 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -24486632.000000 Penalty: 5944.582520
	Iteration 51Q: 3 clusters Score -2.448663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -24486650.000000 Penalty: 5944.582520
	Iteration 52Q: 3 clusters Score -2.448665e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -24486660.000000 Penalty: 5944.582520
	Iteration 53Q: 3 clusters Score -2.448666e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156699 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -24486676.000000 Penalty: 5944.582520
	Iteration 54Q: 3 clusters Score -2.448668e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156760 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -24486690.000000 Penalty: 5944.582520
	Iteration 55Q: 3 clusters Score -2.448669e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -24486714.000000 Penalty: 5944.582520
	Iteration 56Q: 3 clusters Score -2.448671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156867 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -24486716.000000 Penalty: 5944.582520
	Iteration 57Q: 3 clusters Score -2.448672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -24486700.000000 Penalty: 5944.582520
	Iteration 58Q: 3 clusters Score -2.44867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -24486674.000000 Penalty: 5944.582520
	Iteration 59Q: 3 clusters Score -2.448667e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -24486664.000000 Penalty: 5944.582520
	Iteration 60F: 3 clusters Score -2.448666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -24486672.000000 Penalty: 5944.582520
	Iteration 61Q: 3 clusters Score -2.448667e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -24486670.000000 Penalty: 5944.582520
	Iteration 62Q: 3 clusters Score -2.448667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -24486670.000000 Penalty: 5944.582520
	Iteration 63Q: 3 clusters Score -2.448667e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -24486688.000000 Penalty: 5944.582520
	Iteration 64Q: 3 clusters Score -2.448669e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -24486658.000000 Penalty: 5944.582520
	Iteration 65Q: 3 clusters Score -2.448666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -24486724.000000 Penalty: 5944.582520
	Iteration 66Q: 3 clusters Score -2.448672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -24486736.000000 Penalty: 5944.582520
	Iteration 67Q: 3 clusters Score -2.448674e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -24486762.000000 Penalty: 5944.582520
	Iteration 68Q: 3 clusters Score -2.448676e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -24486778.000000 Penalty: 5944.582520
	Iteration 69Q: 3 clusters Score -2.448678e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -24486746.000000 Penalty: 5944.582520
	Iteration 70Q: 3 clusters Score -2.448675e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -24486776.000000 Penalty: 5944.582520
	Iteration 71Q: 3 clusters Score -2.448678e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157822 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -24486776.000000 Penalty: 5944.582520
	Iteration 72Q: 3 clusters Score -2.448678e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -24486782.000000 Penalty: 5944.582520
	Iteration 73Q: 3 clusters Score -2.448678e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -24486794.000000 Penalty: 5944.582520
	Iteration 74Q: 3 clusters Score -2.448679e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24486784.000000 Penalty: 5944.582520
	Iteration 75Q: 3 clusters Score -2.448678e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158074 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24486784.000000 Penalty: 5944.582520
	Iteration 76Q: 3 clusters Score -2.448678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158122 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -24486838.000000 Penalty: 5944.582520
	Iteration 77Q: 3 clusters Score -2.448684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158164 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24486852.000000 Penalty: 5944.582520
	Iteration 78Q: 3 clusters Score -2.448685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -24486816.000000 Penalty: 5944.582520
	Iteration 79Q: 3 clusters Score -2.448682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158237 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -24486842.000000 Penalty: 5944.582520
	Iteration 80F: 3 clusters Score -2.448684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158278 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -24486814.000000 Penalty: 5944.582520
	Iteration 81Q: 3 clusters Score -2.448681e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -24486818.000000 Penalty: 5944.582520
	Iteration 82Q: 3 clusters Score -2.448682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -24486822.000000 Penalty: 5944.582520
	Iteration 83Q: 3 clusters Score -2.448682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158351 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -24486806.000000 Penalty: 5944.582520
	Iteration 84Q: 3 clusters Score -2.448681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -24486808.000000 Penalty: 5944.582520
	Iteration 85Q: 3 clusters Score -2.448681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -24486804.000000 Penalty: 5944.582520
	Iteration 86Q: 3 clusters Score -2.44868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -24486800.000000 Penalty: 5944.582520
	Iteration 87Q: 3 clusters Score -2.44868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158433 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -24486820.000000 Penalty: 5944.582520
	Iteration 88Q: 3 clusters Score -2.448682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24486812.000000 Penalty: 5944.582520
	Iteration 89Q: 3 clusters Score -2.448681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -24486818.000000 Penalty: 5944.582520
	Iteration 90Q: 3 clusters Score -2.448682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24486816.000000 Penalty: 5944.582520
	Iteration 91Q: 3 clusters Score -2.448682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -24486842.000000 Penalty: 5944.582520
	Iteration 92Q: 3 clusters Score -2.448684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -24486856.000000 Penalty: 5944.582520
	Iteration 93Q: 3 clusters Score -2.448686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158538 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24486834.000000 Penalty: 5944.582520
	Iteration 94Q: 3 clusters Score -2.448683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158552 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -24486832.000000 Penalty: 5944.582520
	Iteration 95Q: 3 clusters Score -2.448683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -24486822.000000 Penalty: 5944.582520
	Iteration 96Q: 3 clusters Score -2.448682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -24486816.000000 Penalty: 5944.582520
	Iteration 97Q: 3 clusters Score -2.448682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -24486814.000000 Penalty: 5944.582520
	Iteration 98Q: 3 clusters Score -2.448681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -24486822.000000 Penalty: 5944.582520
	Iteration 99Q: 3 clusters Score -2.448682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -24486812.000000 Penalty: 5944.582520
	Iteration 100F: 3 clusters Score -2.448681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -24486808.000000 Penalty: 5944.582520
	Iteration 101Q: 3 clusters Score -2.448681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -24486814.000000 Penalty: 5944.582520
	Iteration 102Q: 3 clusters Score -2.448681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158644 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -24486834.000000 Penalty: 5944.582520
	Iteration 103Q: 3 clusters Score -2.448683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158659 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -24486818.000000 Penalty: 5944.582520
	Iteration 104Q: 3 clusters Score -2.448682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -24486832.000000 Penalty: 5944.582520
	Iteration 105Q: 3 clusters Score -2.448683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5944.582520
	Iteration 106Q: 3 clusters Score -2.448685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158699 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -24486862.000000 Penalty: 5944.582520
	Iteration 107Q: 3 clusters Score -2.448686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -24486860.000000 Penalty: 5944.582520
	Iteration 108Q: 3 clusters Score -2.448686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -24486846.000000 Penalty: 5944.582520
	Iteration 109Q: 3 clusters Score -2.448685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5944.582520
	Iteration 110Q: 3 clusters Score -2.448685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158760 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24486856.000000 Penalty: 5944.582520
	Iteration 111Q: 3 clusters Score -2.448686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -24486860.000000 Penalty: 5944.582520
	Iteration 112Q: 3 clusters Score -2.448686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158784 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -24486868.000000 Penalty: 5944.582520
	Iteration 113Q: 3 clusters Score -2.448687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158800 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24486884.000000 Penalty: 5944.582520
	Iteration 114Q: 3 clusters Score -2.448688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24486870.000000 Penalty: 5944.582520
	Iteration 115Q: 3 clusters Score -2.448687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -24486870.000000 Penalty: 5944.582520
	Iteration 116Q: 3 clusters Score -2.448687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24486868.000000 Penalty: 5944.582520
	Iteration 117Q: 3 clusters Score -2.448687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158835 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24486852.000000 Penalty: 5944.582520
	Iteration 118Q: 3 clusters Score -2.448685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5944.582520
	Iteration 119Q: 3 clusters Score -2.448685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -24486846.000000 Penalty: 5944.582520
	Iteration 120F: 3 clusters Score -2.448685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5944.582520
	Iteration 121Q: 3 clusters Score -2.448685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5944.582520
	Iteration 122Q: 3 clusters Score -2.448685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24486848.000000 Penalty: 5944.582520
	Iteration 123F: 3 clusters Score -2.448685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -368445.718750 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -368445.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -365518.906250 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -365518.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -366281.125000 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -366281.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -366608.062500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -366608.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -366856.531250 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -366856.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -367058.812500 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -367058.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -367197.031250 Penalty: 3895.772949
	Iteration 5F: 3 clusters Score -367197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -367277.406250 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -367277.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -367349.906250 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -367349.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -367423.750000 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -367423.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -367470.500000 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -367470.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -367502.812500 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -367502.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -367523.156250 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -367523.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -367537.531250 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -367537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -367546.875000 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -367546.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -367553.187500 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -367553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -367556.906250 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -367556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -367559.312500 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -367559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -367558.937500 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -367558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -367560.656250 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -367560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -367561.250000 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -367561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -367561.250000 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -367561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -1342168.625000 Penalty: 2249.142334
	Iteration 0F: 2 clusters Score -1342169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1335326.875000 Penalty: 4498.284668
	Iteration 0F: 3 clusters Score -1335327 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1337225.375000 Penalty: 4498.284668
	Iteration 1F: 3 clusters Score -1337225 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1337475.000000 Penalty: 4498.284668
	Iteration 2F: 3 clusters Score -1337475 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1337630.375000 Penalty: 4498.284668
	Iteration 3Q: 3 clusters Score -1337630 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1337770.125000 Penalty: 4498.284668
	Iteration 4Q: 3 clusters Score -1337770 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1337926.250000 Penalty: 4498.284668
	Iteration 5Q: 3 clusters Score -1337926 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1338079.375000 Penalty: 4498.284668
	Iteration 6Q: 3 clusters Score -1338079 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1338232.375000 Penalty: 4498.284668
	Iteration 7Q: 3 clusters Score -1338232 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1338403.750000 Penalty: 4498.284668
	Iteration 8Q: 3 clusters Score -1338404 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1338598.750000 Penalty: 4498.284668
	Iteration 9Q: 3 clusters Score -1338599 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1338842.125000 Penalty: 4498.284668
	Iteration 10Q: 3 clusters Score -1338842 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1339113.250000 Penalty: 4498.284668
	Iteration 11Q: 3 clusters Score -1339113 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1339372.875000 Penalty: 4498.284668
	Iteration 12Q: 3 clusters Score -1339373 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1339601.125000 Penalty: 4498.284668
	Iteration 13Q: 3 clusters Score -1339601 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1339810.250000 Penalty: 4498.284668
	Iteration 14Q: 3 clusters Score -1339810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1339968.375000 Penalty: 4498.284668
	Iteration 15Q: 3 clusters Score -1339968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1340092.625000 Penalty: 4498.284668
	Iteration 16Q: 3 clusters Score -1340093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1340185.250000 Penalty: 4498.284668
	Iteration 17Q: 3 clusters Score -1340185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1340244.875000 Penalty: 4498.284668
	Iteration 18Q: 3 clusters Score -1340245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1340284.000000 Penalty: 4498.284668
	Iteration 19Q: 3 clusters Score -1340284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1340312.500000 Penalty: 4498.284668
	Iteration 20F: 3 clusters Score -1340312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1340327.750000 Penalty: 4498.284668
	Iteration 21Q: 3 clusters Score -1340328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1340338.875000 Penalty: 4498.284668
	Iteration 22Q: 3 clusters Score -1340339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1340350.625000 Penalty: 4498.284668
	Iteration 23Q: 3 clusters Score -1340351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1340358.875000 Penalty: 4498.284668
	Iteration 24Q: 3 clusters Score -1340359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1340368.250000 Penalty: 4498.284668
	Iteration 25Q: 3 clusters Score -1340368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1340376.125000 Penalty: 4498.284668
	Iteration 26Q: 3 clusters Score -1340376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1340378.250000 Penalty: 4498.284668
	Iteration 27Q: 3 clusters Score -1340378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1340382.250000 Penalty: 4498.284668
	Iteration 28Q: 3 clusters Score -1340382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1340381.875000 Penalty: 4498.284668
	Iteration 29Q: 3 clusters Score -1340382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1340381.750000 Penalty: 4498.284668
	Iteration 30Q: 3 clusters Score -1340382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1340381.750000 Penalty: 4498.284668
	Iteration 31F: 3 clusters Score -1340382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -247401.546875 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -247401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -244994.312500 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -244994.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -245573.750000 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -245573.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245761.578125 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -245761.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -245869.843750 Penalty: 3699.832031
	Iteration 3Q: 3 clusters Score -245869.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245955.984375 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -245956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -246023.890625 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -246023.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -246083.109375 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -246083.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -246145.765625 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -246145.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -246186.906250 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -246186.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246209.234375 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -246209.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246238.953125 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -246239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -246280.234375 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -246280.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -246324.328125 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -246324.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -246364.156250 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -246364.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246432.656250 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -246432.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246489.437500 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -246489.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -246540.453125 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -246540.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246584.312500 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -246584.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -246613.406250 Penalty: 3699.832031
	Iteration 18Q: 3 clusters Score -246613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -246632.093750 Penalty: 3699.832031
	Iteration 19Q: 3 clusters Score -246632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -246642.531250 Penalty: 3699.832031
	Iteration 20F: 3 clusters Score -246642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -246665.062500 Penalty: 3699.832031
	Iteration 21Q: 3 clusters Score -246665.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246691.359375 Penalty: 3699.832031
	Iteration 22Q: 3 clusters Score -246691.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -246719.859375 Penalty: 3699.832031
	Iteration 23Q: 3 clusters Score -246719.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246746.906250 Penalty: 3699.832031
	Iteration 24Q: 3 clusters Score -246746.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -246770.937500 Penalty: 3699.832031
	Iteration 25Q: 3 clusters Score -246770.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -246790.390625 Penalty: 3699.832031
	Iteration 26Q: 3 clusters Score -246790.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -246806.062500 Penalty: 3699.832031
	Iteration 27Q: 3 clusters Score -246806.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -246822.812500 Penalty: 3699.832031
	Iteration 28Q: 3 clusters Score -246822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -246834.875000 Penalty: 3699.832031
	Iteration 29Q: 3 clusters Score -246834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -246842.781250 Penalty: 3699.832031
	Iteration 30Q: 3 clusters Score -246842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246849.859375 Penalty: 3699.832031
	Iteration 31Q: 3 clusters Score -246849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -246858.937500 Penalty: 3699.832031
	Iteration 32Q: 3 clusters Score -246858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -246866.468750 Penalty: 3699.832031
	Iteration 33Q: 3 clusters Score -246866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -246871.500000 Penalty: 3699.832031
	Iteration 34Q: 3 clusters Score -246871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -246875.765625 Penalty: 3699.832031
	Iteration 35Q: 3 clusters Score -246875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -246884.031250 Penalty: 3699.832031
	Iteration 36Q: 3 clusters Score -246884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -246886.234375 Penalty: 3699.832031
	Iteration 37Q: 3 clusters Score -246886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -246888.750000 Penalty: 3699.832031
	Iteration 38Q: 3 clusters Score -246888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246890.375000 Penalty: 3699.832031
	Iteration 39Q: 3 clusters Score -246890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -246892.046875 Penalty: 3699.832031
	Iteration 40F: 3 clusters Score -246892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -246901.187500 Penalty: 3699.832031
	Iteration 41Q: 3 clusters Score -246901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246905.875000 Penalty: 3699.832031
	Iteration 42Q: 3 clusters Score -246905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246908.718750 Penalty: 3699.832031
	Iteration 43Q: 3 clusters Score -246908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -246913.671875 Penalty: 3699.832031
	Iteration 44Q: 3 clusters Score -246913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -246915.031250 Penalty: 3699.832031
	Iteration 45Q: 3 clusters Score -246915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -246915.031250 Penalty: 3699.832031
	Iteration 46F: 3 clusters Score -246915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -115214.492188 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -115214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113756.406250 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -113756.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114864.273438 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -114864.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -115725.476562 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -115725.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -116118.070312 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -116118.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -116340.929688 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -116340.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116427.398438 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -116427.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116469.664062 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -116469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116515.171875 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -116515.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116555.531250 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -116555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116571.351562 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -116571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116579.453125 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -116579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116583.390625 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -116583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116588.867188 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -116588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116645.132812 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -116645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116653.117188 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -116653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116658.328125 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -116658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116660.554688 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -116660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116662.187500 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -116662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116662.187500 Penalty: 3390.784668
	Iteration 18F: 3 clusters Score -116662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 500 members 
Entering Unmasked Estep 
Score: -70316144.000000 Penalty: 100423.773438
Splitting cluster 12 changes total score from -70316176.000000 to -70316144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -321784.125000 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -321784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -319137.125000 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -319137.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -319672.312500 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -319672.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -319820.000000 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -319820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -319906.468750 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -319906.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -319986.500000 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -319986.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -320053.125000 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -320053.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -320110.218750 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -320110.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -320160.531250 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -320160.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -320198.187500 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -320198.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -320247.593750 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -320247.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -320297.656250 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -320297.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -320348.218750 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -320348.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -320390.375000 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -320390.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -320438.375000 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -320438.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -320480.125000 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -320480.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -320514.656250 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -320514.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -320542.875000 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -320542.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -320561.468750 Penalty: 3806.840576
	Iteration 17Q: 3 clusters Score -320561.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -320581.562500 Penalty: 3806.840576
	Iteration 18Q: 3 clusters Score -320581.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320596.812500 Penalty: 3806.840576
	Iteration 19Q: 3 clusters Score -320596.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -320613.812500 Penalty: 3806.840576
	Iteration 20F: 3 clusters Score -320613.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -320630.000000 Penalty: 3806.840576
	Iteration 21Q: 3 clusters Score -320630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320641.218750 Penalty: 3806.840576
	Iteration 22Q: 3 clusters Score -320641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -320647.125000 Penalty: 3806.840576
	Iteration 23Q: 3 clusters Score -320647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -320651.687500 Penalty: 3806.840576
	Iteration 24Q: 3 clusters Score -320651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -320655.843750 Penalty: 3806.840576
	Iteration 25Q: 3 clusters Score -320655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -320658.000000 Penalty: 3806.840576
	Iteration 26Q: 3 clusters Score -320658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -320659.218750 Penalty: 3806.840576
	Iteration 27Q: 3 clusters Score -320659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -320661.343750 Penalty: 3806.840576
	Iteration 28Q: 3 clusters Score -320661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -320661.875000 Penalty: 3806.840576
	Iteration 29Q: 3 clusters Score -320661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -320661.875000 Penalty: 3806.840576
	Iteration 30F: 3 clusters Score -320661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -354845.031250 Penalty: 1938.870972
	Iteration 0F: 2 clusters Score -354845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -351959.718750 Penalty: 3877.741943
	Iteration 0F: 3 clusters Score -351959.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -352734.812500 Penalty: 3877.741943
	Iteration 1F: 3 clusters Score -352734.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -353138.875000 Penalty: 3877.741943
	Iteration 2F: 3 clusters Score -353138.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -353438.750000 Penalty: 3877.741943
	Iteration 3F: 3 clusters Score -353438.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -353678.718750 Penalty: 3877.741943
	Iteration 4F: 3 clusters Score -353678.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -353850.343750 Penalty: 3877.741943
	Iteration 5F: 3 clusters Score -353850.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -353979.593750 Penalty: 3877.741943
	Iteration 6Q: 3 clusters Score -353979.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -354092.875000 Penalty: 3877.741943
	Iteration 7Q: 3 clusters Score -354092.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -354206.593750 Penalty: 3877.741943
	Iteration 8Q: 3 clusters Score -354206.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -354310.156250 Penalty: 3877.741943
	Iteration 9Q: 3 clusters Score -354310.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -354392.687500 Penalty: 3877.741943
	Iteration 10Q: 3 clusters Score -354392.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -354434.312500 Penalty: 3877.741943
	Iteration 11Q: 3 clusters Score -354434.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -354456.031250 Penalty: 3877.741943
	Iteration 12Q: 3 clusters Score -354456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -354467.312500 Penalty: 3877.741943
	Iteration 13Q: 3 clusters Score -354467.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -354477.718750 Penalty: 3877.741943
	Iteration 14Q: 3 clusters Score -354477.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -354483.625000 Penalty: 3877.741943
	Iteration 15Q: 3 clusters Score -354483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -354485.468750 Penalty: 3877.741943
	Iteration 16Q: 3 clusters Score -354485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -354487.625000 Penalty: 3877.741943
	Iteration 17Q: 3 clusters Score -354487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -354489.062500 Penalty: 3877.741943
	Iteration 18Q: 3 clusters Score -354489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -354490.562500 Penalty: 3877.741943
	Iteration 19Q: 3 clusters Score -354490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -354491.156250 Penalty: 3877.741943
	Iteration 20F: 3 clusters Score -354491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -354491.937500 Penalty: 3877.741943
	Iteration 21Q: 3 clusters Score -354491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -354492.812500 Penalty: 3877.741943
	Iteration 22Q: 3 clusters Score -354492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -354492.812500 Penalty: 3877.741943
	Iteration 23F: 3 clusters Score -354492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Entering Unmasked Estep 
Score: -662037.750000 Penalty: 2083.975830
	Iteration 0F: 2 clusters Score -662037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -657857.625000 Penalty: 4167.951660
	Iteration 0F: 3 clusters Score -657857.6 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -658954.687500 Penalty: 4167.951660
	Iteration 1F: 3 clusters Score -658954.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -659371.687500 Penalty: 4167.951660
	Iteration 2F: 3 clusters Score -659371.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -659737.937500 Penalty: 4167.951660
	Iteration 3F: 3 clusters Score -659737.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -660110.250000 Penalty: 4167.951660
	Iteration 4F: 3 clusters Score -660110.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -660490.500000 Penalty: 4167.951660
	Iteration 5F: 3 clusters Score -660490.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -660895.437500 Penalty: 4167.951660
	Iteration 6F: 3 clusters Score -660895.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -661409.187500 Penalty: 4167.951660
	Iteration 7F: 3 clusters Score -661409.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -661734.750000 Penalty: 4167.951660
	Iteration 8F: 3 clusters Score -661734.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -661895.875000 Penalty: 4167.951660
	Iteration 9Q: 3 clusters Score -661895.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -661987.312500 Penalty: 4167.951660
	Iteration 10Q: 3 clusters Score -661987.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -662039.312500 Penalty: 4167.951660
	Iteration 11Q: 3 clusters Score -662039.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -662072.000000 Penalty: 4167.951660
	Iteration 12Q: 3 clusters Score -662072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -662084.687500 Penalty: 4167.951660
	Iteration 13Q: 3 clusters Score -662084.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -662093.375000 Penalty: 4167.951660
	Iteration 14Q: 3 clusters Score -662093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -662101.625000 Penalty: 4167.951660
	Iteration 15Q: 3 clusters Score -662101.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -662107.500000 Penalty: 4167.951660
	Iteration 16Q: 3 clusters Score -662107.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -662113.437500 Penalty: 4167.951660
	Iteration 17Q: 3 clusters Score -662113.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -662117.625000 Penalty: 4167.951660
	Iteration 18Q: 3 clusters Score -662117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -662117.937500 Penalty: 4167.951660
	Iteration 19Q: 3 clusters Score -662117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -662118.937500 Penalty: 4167.951660
	Iteration 20F: 3 clusters Score -662118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -662119.750000 Penalty: 4167.951660
	Iteration 21Q: 3 clusters Score -662119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -662122.250000 Penalty: 4167.951660
	Iteration 22Q: 3 clusters Score -662122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -662123.750000 Penalty: 4167.951660
	Iteration 23Q: 3 clusters Score -662123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -662123.812500 Penalty: 4167.951660
	Iteration 24Q: 3 clusters Score -662123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -662123.812500 Penalty: 4167.951660
	Iteration 25F: 3 clusters Score -662123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 2129 members 
Entering Unmasked Estep 
Score: -70315168.000000 Penalty: 100423.773438
Splitting cluster 15 changes total score from -70316176.000000 to -70315168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -106341.789062 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -106341.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104643.859375 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -104643.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105065.882812 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -105065.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105253.757812 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -105253.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -105357.703125 Penalty: 3346.802979
	Iteration 3F: 3 clusters Score -105357.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105424.203125 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -105424.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105521.070312 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -105521.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105623.289062 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -105623.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105750.960938 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -105751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105938.898438 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -105938.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106158.968750 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -106159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106317.898438 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -106317.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106398.578125 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -106398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106498.546875 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -106498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106572.843750 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -106572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -106677.023438 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -106677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106687.117188 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -106687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106688.882812 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -106688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -106691.515625 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -106691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -106692.289062 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -106692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106699.984375 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -106700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106710.351562 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -106710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106735.640625 Penalty: 3346.802979
	Iteration 21Q: 3 clusters Score -106735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106738.054688 Penalty: 3346.802979
	Iteration 22Q: 3 clusters Score -106738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106738.054688 Penalty: 3346.802979
	Iteration 23F: 3 clusters Score -106738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 270 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 582 members 
Entering Unmasked Estep 
Score: -70314928.000000 Penalty: 100423.773438
Splitting cluster 16 changes total score from -70316176.000000 to -70314928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -108642.312500 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -108642.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106876.625000 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -106876.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107267.656250 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -107267.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107565.640625 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -107565.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107901.687500 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -107901.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108174.421875 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -108174.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108281.648438 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -108281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108358.601562 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -108358.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108425.523438 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -108425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -108448.625000 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -108448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -108460.820312 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -108460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108470.812500 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -108470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108477.359375 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -108477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108495.601562 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -108495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108498.296875 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -108498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108499.265625 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -108499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108499.265625 Penalty: 3381.100830
	Iteration 15F: 3 clusters Score -108499.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -96899.742188 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -96899.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95202.648438 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -95202.65 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96018.828125 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -96018.83 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96738.671875 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -96738.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97279.539062 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -97279.54 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97788.062500 Penalty: 3336.211914
	Iteration 4F: 3 clusters Score -97788.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98865.242188 Penalty: 3336.211914
	Iteration 5F: 3 clusters Score -98865.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100271.843750 Penalty: 3336.211914
	Iteration 6F: 3 clusters Score -100271.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101924.335938 Penalty: 3336.211914
	Iteration 7F: 3 clusters Score -101924.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102711.437500 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -102711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103775.890625 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -103775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103775.890625 Penalty: 3336.211914
	Iteration 10F: 3 clusters Score -103775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 416 members 
Entering Unmasked Estep 
Score: -70321512.000000 Penalty: 100423.773438
Splitting cluster 18 changes total score from -70316176.000000 to -70321512.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (20846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Entering Unmasked Estep 
Score: -3238826.250000 Penalty: 2466.339600
	Iteration 0F: 2 clusters Score -3238826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3224217.750000 Penalty: 4932.679199
	Iteration 0F: 3 clusters Score -3224218 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3229043.250000 Penalty: 4932.679199
	Iteration 1F: 3 clusters Score -3229043 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3229386.750000 Penalty: 4932.679199
	Iteration 2Q: 3 clusters Score -3229387 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3229667.000000 Penalty: 4932.679199
	Iteration 3Q: 3 clusters Score -3229667 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3229888.500000 Penalty: 4932.679199
	Iteration 4Q: 3 clusters Score -3229888 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3230097.000000 Penalty: 4932.679199
	Iteration 5Q: 3 clusters Score -3230097 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3230277.250000 Penalty: 4932.679199
	Iteration 6Q: 3 clusters Score -3230277 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3230496.500000 Penalty: 4932.679199
	Iteration 7Q: 3 clusters Score -3230496 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3230717.750000 Penalty: 4932.679199
	Iteration 8Q: 3 clusters Score -3230718 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3230940.000000 Penalty: 4932.679199
	Iteration 9Q: 3 clusters Score -3230940 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3231142.000000 Penalty: 4932.679199
	Iteration 10Q: 3 clusters Score -3231142 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3231355.000000 Penalty: 4932.679199
	Iteration 11Q: 3 clusters Score -3231355 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3231557.250000 Penalty: 4932.679199
	Iteration 12Q: 3 clusters Score -3231557 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3231787.500000 Penalty: 4932.679199
	Iteration 13Q: 3 clusters Score -3231788 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3232123.750000 Penalty: 4932.679199
	Iteration 14Q: 3 clusters Score -3232124 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3232529.250000 Penalty: 4932.679199
	Iteration 15Q: 3 clusters Score -3232529 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3232993.750000 Penalty: 4932.679199
	Iteration 16Q: 3 clusters Score -3232994 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3233493.250000 Penalty: 4932.679199
	Iteration 17Q: 3 clusters Score -3233493 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3234073.250000 Penalty: 4932.679199
	Iteration 18Q: 3 clusters Score -3234073 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3234610.250000 Penalty: 4932.679199
	Iteration 19Q: 3 clusters Score -3234610 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3235156.500000 Penalty: 4932.679199
	Iteration 20F: 3 clusters Score -3235156 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3235569.000000 Penalty: 4932.679199
	Iteration 21Q: 3 clusters Score -3235569 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3235894.750000 Penalty: 4932.679199
	Iteration 22Q: 3 clusters Score -3235895 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3236123.000000 Penalty: 4932.679199
	Iteration 23Q: 3 clusters Score -3236123 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3236305.250000 Penalty: 4932.679199
	Iteration 24Q: 3 clusters Score -3236305 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3236397.000000 Penalty: 4932.679199
	Iteration 25Q: 3 clusters Score -3236397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3236481.000000 Penalty: 4932.679199
	Iteration 26Q: 3 clusters Score -3236481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3236536.250000 Penalty: 4932.679199
	Iteration 27Q: 3 clusters Score -3236536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3236587.500000 Penalty: 4932.679199
	Iteration 28Q: 3 clusters Score -3236588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3236619.500000 Penalty: 4932.679199
	Iteration 29Q: 3 clusters Score -3236620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3236645.250000 Penalty: 4932.679199
	Iteration 30Q: 3 clusters Score -3236645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3236668.750000 Penalty: 4932.679199
	Iteration 31Q: 3 clusters Score -3236669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3236679.500000 Penalty: 4932.679199
	Iteration 32Q: 3 clusters Score -3236680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3236685.250000 Penalty: 4932.679199
	Iteration 33Q: 3 clusters Score -3236685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3236692.250000 Penalty: 4932.679199
	Iteration 34Q: 3 clusters Score -3236692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3236696.250000 Penalty: 4932.679199
	Iteration 35Q: 3 clusters Score -3236696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3236700.750000 Penalty: 4932.679199
	Iteration 36Q: 3 clusters Score -3236701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3236701.250000 Penalty: 4932.679199
	Iteration 37Q: 3 clusters Score -3236701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3236708.250000 Penalty: 4932.679199
	Iteration 38Q: 3 clusters Score -3236708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3236708.250000 Penalty: 4932.679199
	Iteration 39Q: 3 clusters Score -3236708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3236710.750000 Penalty: 4932.679199
	Iteration 40F: 3 clusters Score -3236711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1565064.500000 Penalty: 2291.879883
	Iteration 0F: 2 clusters Score -1565064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1557226.375000 Penalty: 4583.759766
	Iteration 0F: 3 clusters Score -1557226 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1559804.125000 Penalty: 4583.759766
	Iteration 1F: 3 clusters Score -1559804 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1560749.250000 Penalty: 4583.759766
	Iteration 2F: 3 clusters Score -1560749 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1561688.500000 Penalty: 4583.759766
	Iteration 3F: 3 clusters Score -1561688 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1562486.750000 Penalty: 4583.759766
	Iteration 4F: 3 clusters Score -1562487 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1563073.750000 Penalty: 4583.759766
	Iteration 5F: 3 clusters Score -1563074 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1563409.875000 Penalty: 4583.759766
	Iteration 6Q: 3 clusters Score -1563410 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1563612.000000 Penalty: 4583.759766
	Iteration 7Q: 3 clusters Score -1563612 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1563726.375000 Penalty: 4583.759766
	Iteration 8Q: 3 clusters Score -1563726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1563801.875000 Penalty: 4583.759766
	Iteration 9Q: 3 clusters Score -1563802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1563858.500000 Penalty: 4583.759766
	Iteration 10Q: 3 clusters Score -1563858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1563907.250000 Penalty: 4583.759766
	Iteration 11Q: 3 clusters Score -1563907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1563934.250000 Penalty: 4583.759766
	Iteration 12Q: 3 clusters Score -1563934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1563958.250000 Penalty: 4583.759766
	Iteration 13Q: 3 clusters Score -1563958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1563975.125000 Penalty: 4583.759766
	Iteration 14Q: 3 clusters Score -1563975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1563985.625000 Penalty: 4583.759766
	Iteration 15Q: 3 clusters Score -1563986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1563991.875000 Penalty: 4583.759766
	Iteration 16Q: 3 clusters Score -1563992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1563998.000000 Penalty: 4583.759766
	Iteration 17Q: 3 clusters Score -1563998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1564000.625000 Penalty: 4583.759766
	Iteration 18Q: 3 clusters Score -1564001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1564004.875000 Penalty: 4583.759766
	Iteration 19Q: 3 clusters Score -1564005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1564006.500000 Penalty: 4583.759766
	Iteration 20F: 3 clusters Score -1564006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1564008.500000 Penalty: 4583.759766
	Iteration 21Q: 3 clusters Score -1564008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1564012.750000 Penalty: 4583.759766
	Iteration 22Q: 3 clusters Score -1564013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1564013.125000 Penalty: 4583.759766
	Iteration 23Q: 3 clusters Score -1564013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1564013.375000 Penalty: 4583.759766
	Iteration 24Q: 3 clusters Score -1564013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1564013.125000 Penalty: 4583.759766
	Iteration 25Q: 3 clusters Score -1564013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1564014.875000 Penalty: 4583.759766
	Iteration 26Q: 3 clusters Score -1564015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1564016.500000 Penalty: 4583.759766
	Iteration 27Q: 3 clusters Score -1564016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1564016.250000 Penalty: 4583.759766
	Iteration 28Q: 3 clusters Score -1564016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1564016.250000 Penalty: 4583.759766
	Iteration 29F: 3 clusters Score -1564016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -208924.171875 Penalty: 1810.182129
	Iteration 0F: 2 clusters Score -208924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206640.265625 Penalty: 3620.364258
	Iteration 0F: 3 clusters Score -206640.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -207105.953125 Penalty: 3620.364258
	Iteration 1F: 3 clusters Score -207106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -207320.031250 Penalty: 3620.364258
	Iteration 2F: 3 clusters Score -207320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -207468.375000 Penalty: 3620.364258
	Iteration 3F: 3 clusters Score -207468.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -207601.234375 Penalty: 3620.364258
	Iteration 4Q: 3 clusters Score -207601.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -207703.796875 Penalty: 3620.364258
	Iteration 5Q: 3 clusters Score -207703.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -207797.609375 Penalty: 3620.364258
	Iteration 6Q: 3 clusters Score -207797.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -207900.359375 Penalty: 3620.364258
	Iteration 7Q: 3 clusters Score -207900.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -207961.953125 Penalty: 3620.364258
	Iteration 8Q: 3 clusters Score -207962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -208008.843750 Penalty: 3620.364258
	Iteration 9Q: 3 clusters Score -208008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -208056.578125 Penalty: 3620.364258
	Iteration 10Q: 3 clusters Score -208056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -208104.437500 Penalty: 3620.364258
	Iteration 11Q: 3 clusters Score -208104.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -208152.625000 Penalty: 3620.364258
	Iteration 12Q: 3 clusters Score -208152.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208186.781250 Penalty: 3620.364258
	Iteration 13Q: 3 clusters Score -208186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -208199.359375 Penalty: 3620.364258
	Iteration 14Q: 3 clusters Score -208199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -208231.312500 Penalty: 3620.364258
	Iteration 15Q: 3 clusters Score -208231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -208257.218750 Penalty: 3620.364258
	Iteration 16Q: 3 clusters Score -208257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -208284.421875 Penalty: 3620.364258
	Iteration 17Q: 3 clusters Score -208284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -208306.531250 Penalty: 3620.364258
	Iteration 18Q: 3 clusters Score -208306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -208320.375000 Penalty: 3620.364258
	Iteration 19Q: 3 clusters Score -208320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -208342.171875 Penalty: 3620.364258
	Iteration 20F: 3 clusters Score -208342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -208368.875000 Penalty: 3620.364258
	Iteration 21Q: 3 clusters Score -208368.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208395.843750 Penalty: 3620.364258
	Iteration 22Q: 3 clusters Score -208395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -208412.171875 Penalty: 3620.364258
	Iteration 23Q: 3 clusters Score -208412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -208417.734375 Penalty: 3620.364258
	Iteration 24Q: 3 clusters Score -208417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -208426.546875 Penalty: 3620.364258
	Iteration 25Q: 3 clusters Score -208426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208430.578125 Penalty: 3620.364258
	Iteration 26Q: 3 clusters Score -208430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -208431.421875 Penalty: 3620.364258
	Iteration 27Q: 3 clusters Score -208431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208431.531250 Penalty: 3620.364258
	Iteration 28Q: 3 clusters Score -208431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208431.531250 Penalty: 3620.364258
	Iteration 29F: 3 clusters Score -208431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Entering Unmasked Estep 
Score: -3660487.250000 Penalty: 2505.603516
	Iteration 0F: 2 clusters Score -3660487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3643618.750000 Penalty: 5011.207031
	Iteration 0F: 3 clusters Score -3643619 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3650597.500000 Penalty: 5011.207031
	Iteration 1F: 3 clusters Score -3650598 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3652474.000000 Penalty: 5011.207031
	Iteration 2F: 3 clusters Score -3652474 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3654608.000000 Penalty: 5011.207031
	Iteration 3F: 3 clusters Score -3654608 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3656602.000000 Penalty: 5011.207031
	Iteration 4F: 3 clusters Score -3656602 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3657942.250000 Penalty: 5011.207031
	Iteration 5F: 3 clusters Score -3657942 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3658692.500000 Penalty: 5011.207031
	Iteration 6Q: 3 clusters Score -3658692 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3659149.250000 Penalty: 5011.207031
	Iteration 7Q: 3 clusters Score -3659149 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3659449.250000 Penalty: 5011.207031
	Iteration 8Q: 3 clusters Score -3659449 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3659677.250000 Penalty: 5011.207031
	Iteration 9Q: 3 clusters Score -3659677 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3659891.250000 Penalty: 5011.207031
	Iteration 10Q: 3 clusters Score -3659891 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3660078.500000 Penalty: 5011.207031
	Iteration 11Q: 3 clusters Score -3660078 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3660233.250000 Penalty: 5011.207031
	Iteration 12Q: 3 clusters Score -3660233 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3660336.750000 Penalty: 5011.207031
	Iteration 13Q: 3 clusters Score -3660337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3660397.250000 Penalty: 5011.207031
	Iteration 14Q: 3 clusters Score -3660397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3660427.500000 Penalty: 5011.207031
	Iteration 15Q: 3 clusters Score -3660428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3660439.000000 Penalty: 5011.207031
	Iteration 16Q: 3 clusters Score -3660439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3660454.250000 Penalty: 5011.207031
	Iteration 17Q: 3 clusters Score -3660454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3660472.000000 Penalty: 5011.207031
	Iteration 18Q: 3 clusters Score -3660472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3660478.000000 Penalty: 5011.207031
	Iteration 19Q: 3 clusters Score -3660478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3660492.500000 Penalty: 5011.207031
	Iteration 20F: 3 clusters Score -3660492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3660487.250000 Penalty: 5011.207031
	Iteration 21Q: 3 clusters Score -3660487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3660495.500000 Penalty: 5011.207031
	Iteration 22Q: 3 clusters Score -3660496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3660497.250000 Penalty: 5011.207031
	Iteration 23Q: 3 clusters Score -3660497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3660496.750000 Penalty: 5011.207031
	Iteration 24Q: 3 clusters Score -3660497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3660507.000000 Penalty: 5011.207031
	Iteration 25Q: 3 clusters Score -3660507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3660508.500000 Penalty: 5011.207031
	Iteration 26Q: 3 clusters Score -3660508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3660509.250000 Penalty: 5011.207031
	Iteration 27Q: 3 clusters Score -3660509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3660509.250000 Penalty: 5011.207031
	Iteration 28F: 3 clusters Score -3660509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1887 members 
Entering Unmasked Estep 
Score: -70320944.000000 Penalty: 103663.250000
Splitting cluster 22 changes total score from -70316176.000000 to -70320944.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -65521.929688 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -65521.93 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 271 members 
Entering Unmasked Estep 
Score: -64308.261719 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -64308.26 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64742.542969 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -64742.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64900.425781 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -64900.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65033.222656 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -65033.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65206.269531 Penalty: 3132.417725
	Iteration 4F: 3 clusters Score -65206.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65381.726562 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -65381.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65526.199219 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -65526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65569.015625 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -65569.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65577.039062 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -65577.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65584.351562 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -65584.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65585.335938 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -65585.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65587.554688 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -65587.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65587.554688 Penalty: 3132.417725
	Iteration 12F: 3 clusters Score -65587.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 242 members 
Entering Unmasked Estep 
Score: -70319472.000000 Penalty: 106902.726562
Splitting cluster 23 changes total score from -70316176.000000 to -70319472.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -773318.937500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -773318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -768587.500000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -768587.5 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -769818.625000 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -769818.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -770096.500000 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -770096.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -770307.375000 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -770307.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -770498.062500 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -770498.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -770722.812500 Penalty: 4254.550781
	Iteration 5F: 3 clusters Score -770722.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -770962.937500 Penalty: 4254.550781
	Iteration 6F: 3 clusters Score -770962.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -771210.062500 Penalty: 4254.550781
	Iteration 7F: 3 clusters Score -771210.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -771419.437500 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -771419.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -771621.625000 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -771621.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -771784.000000 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -771784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -771892.625000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -771892.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -771969.625000 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -771969.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -772028.562500 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -772028.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -772068.312500 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -772068.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -772109.500000 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -772109.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -772136.000000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -772136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -772155.812500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -772155.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -772166.500000 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -772166.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -772172.437500 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -772172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -772175.812500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -772175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -772178.937500 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -772178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -772181.500000 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -772181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -772182.250000 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -772182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -772184.312500 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -772184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -772186.687500 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -772186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -772190.187500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -772190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -772191.625000 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -772191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -772194.312500 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -772194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -772197.187500 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -772197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -772197.562500 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -772197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -772197.562500 Penalty: 4254.550781
	Iteration 31F: 3 clusters Score -772197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -444292.000000 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -444292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -440978.750000 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -440978.8 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -441952.781250 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -441952.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -442357.562500 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -442357.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -442704.125000 Penalty: 3992.990723
	Iteration 3F: 3 clusters Score -442704.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -443001.437500 Penalty: 3992.990723
	Iteration 4F: 3 clusters Score -443001.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -443244.187500 Penalty: 3992.990723
	Iteration 5F: 3 clusters Score -443244.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -443478.250000 Penalty: 3992.990723
	Iteration 6Q: 3 clusters Score -443478.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -443668.937500 Penalty: 3992.990723
	Iteration 7Q: 3 clusters Score -443668.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -443907.562500 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -443907.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -444273.375000 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -444273.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -444654.593750 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -444654.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -444888.843750 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -444888.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -444988.093750 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -444988.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -445065.312500 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -445065.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -445116.218750 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -445116.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -445144.437500 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -445144.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -445165.562500 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -445165.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -445181.312500 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -445181.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -445194.656250 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -445194.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -445206.781250 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -445206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -445218.437500 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -445218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -445225.937500 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -445225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -445231.812500 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -445231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -445237.187500 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -445237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -445239.750000 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -445239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -445241.656250 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -445241.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -445247.375000 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -445247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -445248.375000 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -445248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -445248.906250 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -445248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -445248.906250 Penalty: 3992.990723
	Iteration 29F: 3 clusters Score -445248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1576 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 1559 members 
Entering Unmasked Estep 
Score: -70319112.000000 Penalty: 110142.203125
Splitting cluster 25 changes total score from -70316176.000000 to -70319112.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -114241.562500 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -114241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112438.656250 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -112438.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112665.578125 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -112665.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112824.968750 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -112825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -113059.750000 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -113059.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -113223.343750 Penalty: 3327.209717
	Iteration 4F: 3 clusters Score -113223.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113298.625000 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -113298.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -113370.640625 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -113370.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113430.210938 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -113430.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -113475.703125 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -113475.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113513.578125 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -113513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -113548.914062 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -113548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113592.687500 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -113592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -113623.351562 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -113623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -113645.804688 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -113645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -113668.179688 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -113668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -113680.890625 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -113680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -113698.007812 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -113698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -113730.796875 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -113730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -113748.796875 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -113748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -113755.531250 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -113755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -113769.687500 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -113769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -113789.046875 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -113789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -113814.921875 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -113814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -113827.164062 Penalty: 3327.209717
	Iteration 23Q: 3 clusters Score -113827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -113832.343750 Penalty: 3327.209717
	Iteration 24Q: 3 clusters Score -113832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113838.148438 Penalty: 3327.209717
	Iteration 25Q: 3 clusters Score -113838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -113840.500000 Penalty: 3327.209717
	Iteration 26Q: 3 clusters Score -113840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -113844.109375 Penalty: 3327.209717
	Iteration 27Q: 3 clusters Score -113844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113848.523438 Penalty: 3327.209717
	Iteration 28Q: 3 clusters Score -113848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -113853.390625 Penalty: 3327.209717
	Iteration 29Q: 3 clusters Score -113853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -113853.390625 Penalty: 3327.209717
	Iteration 30F: 3 clusters Score -113853.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -118900.523438 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -118900.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117098.445312 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -117098.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117534.007812 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -117534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117840.695312 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -117840.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118257.851562 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -118257.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118748.921875 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -118748.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119551.835938 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -119551.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119993.132812 Penalty: 3378.377197
	Iteration 6F: 3 clusters Score -119993.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -120104.851562 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -120104.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120255.351562 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -120255.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120369.125000 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -120369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120479.125000 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -120479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120634.750000 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -120634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120813.195312 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -120813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -120861.250000 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -120861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120868.781250 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -120868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120868.781250 Penalty: 3378.377197
	Iteration 15F: 3 clusters Score -120868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1576 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 648 members 
Entering Unmasked Estep 
Score: -70319528.000000 Penalty: 113381.679688
Splitting cluster 27 changes total score from -70316176.000000 to -70319528.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -32383.175781 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -32383.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31315.433594 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -31315.43 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31981.591797 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -31981.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32567.205078 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -32567.21 nChanged 39
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: -33355.386719 Penalty: 2898.397949
	Iteration 3F: 3 clusters Score -33355.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33703.871094 Penalty: 2898.397949
	Iteration 4F: 3 clusters Score -33703.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33848.019531 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -33848.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33878.871094 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -33878.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33941.847656 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -33941.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33979.257812 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -33979.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34025.199219 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -34025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34088.972656 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -34088.97 nChanged 2
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: -34215.648438 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -34215.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34276.437500 Penalty: 2898.397949
	Iteration 12Q: 3 clusters Score -34276.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34276.437500 Penalty: 2898.397949
	Iteration 13F: 3 clusters Score -34276.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1576 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 194 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 151 members 
Entering Unmasked Estep 
Score: -70319624.000000 Penalty: 116621.156250
Splitting cluster 28 changes total score from -70316176.000000 to -70319624.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 29 (98681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Entering Unmasked Estep 
Score: -15172141.000000 Penalty: 2851.912842
	Iteration 0F: 2 clusters Score -1.517214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -15106489.000000 Penalty: 5703.825684
	Iteration 0F: 3 clusters Score -1.510649e+07 nChanged 46604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -15133190.000000 Penalty: 5703.825684
	Iteration 1F: 3 clusters Score -1.513319e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -15134344.000000 Penalty: 5703.825684
	Iteration 2Q: 3 clusters Score -1.513434e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -15135927.000000 Penalty: 5703.825684
	Iteration 3Q: 3 clusters Score -1.513593e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -15138204.000000 Penalty: 5703.825684
	Iteration 4Q: 3 clusters Score -1.51382e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -15141280.000000 Penalty: 5703.825684
	Iteration 5F: 3 clusters Score -1.514128e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -15145133.000000 Penalty: 5703.825684
	Iteration 6F: 3 clusters Score -1.514513e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -15149620.000000 Penalty: 5703.825684
	Iteration 7F: 3 clusters Score -1.514962e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -15154313.000000 Penalty: 5703.825684
	Iteration 8F: 3 clusters Score -1.515431e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -15158337.000000 Penalty: 5703.825684
	Iteration 9F: 3 clusters Score -1.515834e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -15161478.000000 Penalty: 5703.825684
	Iteration 10Q: 3 clusters Score -1.516148e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -15163719.000000 Penalty: 5703.825684
	Iteration 11Q: 3 clusters Score -1.516372e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -15165194.000000 Penalty: 5703.825684
	Iteration 12Q: 3 clusters Score -1.516519e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -15166323.000000 Penalty: 5703.825684
	Iteration 13Q: 3 clusters Score -1.516632e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -15167159.000000 Penalty: 5703.825684
	Iteration 14Q: 3 clusters Score -1.516716e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -15167660.000000 Penalty: 5703.825684
	Iteration 15Q: 3 clusters Score -1.516766e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -15167954.000000 Penalty: 5703.825684
	Iteration 16Q: 3 clusters Score -1.516795e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -15168174.000000 Penalty: 5703.825684
	Iteration 17Q: 3 clusters Score -1.516817e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -15168387.000000 Penalty: 5703.825684
	Iteration 18Q: 3 clusters Score -1.516839e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -15168468.000000 Penalty: 5703.825684
	Iteration 19Q: 3 clusters Score -1.516847e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -15168573.000000 Penalty: 5703.825684
	Iteration 20F: 3 clusters Score -1.516857e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -15168618.000000 Penalty: 5703.825684
	Iteration 21Q: 3 clusters Score -1.516862e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -15168629.000000 Penalty: 5703.825684
	Iteration 22Q: 3 clusters Score -1.516863e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -15168699.000000 Penalty: 5703.825684
	Iteration 23Q: 3 clusters Score -1.51687e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -15168769.000000 Penalty: 5703.825684
	Iteration 24Q: 3 clusters Score -1.516877e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -15168812.000000 Penalty: 5703.825684
	Iteration 25Q: 3 clusters Score -1.516881e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -15168802.000000 Penalty: 5703.825684
	Iteration 26Q: 3 clusters Score -1.51688e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -15168873.000000 Penalty: 5703.825684
	Iteration 27Q: 3 clusters Score -1.516887e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -15168879.000000 Penalty: 5703.825684
	Iteration 28Q: 3 clusters Score -1.516888e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 91152 members 
Entering Unmasked Estep 
Score: -15168924.000000 Penalty: 5703.825684
	Iteration 29Q: 3 clusters Score -1.516892e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -15168954.000000 Penalty: 5703.825684
	Iteration 30Q: 3 clusters Score -1.516895e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -15169024.000000 Penalty: 5703.825684
	Iteration 31Q: 3 clusters Score -1.516902e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -15169072.000000 Penalty: 5703.825684
	Iteration 32Q: 3 clusters Score -1.516907e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -15169106.000000 Penalty: 5703.825684
	Iteration 33Q: 3 clusters Score -1.516911e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -15169159.000000 Penalty: 5703.825684
	Iteration 34Q: 3 clusters Score -1.516916e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -15169192.000000 Penalty: 5703.825684
	Iteration 35Q: 3 clusters Score -1.516919e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -15169170.000000 Penalty: 5703.825684
	Iteration 36Q: 3 clusters Score -1.516917e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -15169199.000000 Penalty: 5703.825684
	Iteration 37Q: 3 clusters Score -1.51692e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -15169222.000000 Penalty: 5703.825684
	Iteration 38Q: 3 clusters Score -1.516922e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -15169271.000000 Penalty: 5703.825684
	Iteration 39Q: 3 clusters Score -1.516927e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -15169274.000000 Penalty: 5703.825684
	Iteration 40F: 3 clusters Score -1.516927e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -15169303.000000 Penalty: 5703.825684
	Iteration 41Q: 3 clusters Score -1.51693e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -15169315.000000 Penalty: 5703.825684
	Iteration 42Q: 3 clusters Score -1.516932e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -15169365.000000 Penalty: 5703.825684
	Iteration 43Q: 3 clusters Score -1.516936e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -15169376.000000 Penalty: 5703.825684
	Iteration 44Q: 3 clusters Score -1.516938e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -15169420.000000 Penalty: 5703.825684
	Iteration 45Q: 3 clusters Score -1.516942e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -15169423.000000 Penalty: 5703.825684
	Iteration 46Q: 3 clusters Score -1.516942e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -15169448.000000 Penalty: 5703.825684
	Iteration 47Q: 3 clusters Score -1.516945e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -15169447.000000 Penalty: 5703.825684
	Iteration 48Q: 3 clusters Score -1.516945e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -15169454.000000 Penalty: 5703.825684
	Iteration 49Q: 3 clusters Score -1.516945e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
Score: -15169481.000000 Penalty: 5703.825684
	Iteration 50Q: 3 clusters Score -1.516948e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -15169516.000000 Penalty: 5703.825684
	Iteration 51Q: 3 clusters Score -1.516952e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -15169542.000000 Penalty: 5703.825684
	Iteration 52Q: 3 clusters Score -1.516954e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -15169580.000000 Penalty: 5703.825684
	Iteration 53Q: 3 clusters Score -1.516958e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -15169603.000000 Penalty: 5703.825684
	Iteration 54Q: 3 clusters Score -1.51696e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -15169653.000000 Penalty: 5703.825684
	Iteration 55Q: 3 clusters Score -1.516965e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -15169710.000000 Penalty: 5703.825684
	Iteration 56Q: 3 clusters Score -1.516971e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -15169718.000000 Penalty: 5703.825684
	Iteration 57Q: 3 clusters Score -1.516972e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -15169708.000000 Penalty: 5703.825684
	Iteration 58Q: 3 clusters Score -1.516971e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -15169762.000000 Penalty: 5703.825684
	Iteration 59Q: 3 clusters Score -1.516976e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -15169798.000000 Penalty: 5703.825684
	Iteration 60F: 3 clusters Score -1.51698e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -15169811.000000 Penalty: 5703.825684
	Iteration 61Q: 3 clusters Score -1.516981e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -15169820.000000 Penalty: 5703.825684
	Iteration 62Q: 3 clusters Score -1.516982e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -15169857.000000 Penalty: 5703.825684
	Iteration 63Q: 3 clusters Score -1.516986e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -15169881.000000 Penalty: 5703.825684
	Iteration 64Q: 3 clusters Score -1.516988e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -15169911.000000 Penalty: 5703.825684
	Iteration 65Q: 3 clusters Score -1.516991e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -15169911.000000 Penalty: 5703.825684
	Iteration 66Q: 3 clusters Score -1.516991e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -15169919.000000 Penalty: 5703.825684
	Iteration 67Q: 3 clusters Score -1.516992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -15169913.000000 Penalty: 5703.825684
	Iteration 68Q: 3 clusters Score -1.516991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -15169933.000000 Penalty: 5703.825684
	Iteration 69Q: 3 clusters Score -1.516993e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -15169954.000000 Penalty: 5703.825684
	Iteration 70Q: 3 clusters Score -1.516995e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -15169954.000000 Penalty: 5703.825684
	Iteration 71Q: 3 clusters Score -1.516995e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -15169963.000000 Penalty: 5703.825684
	Iteration 72Q: 3 clusters Score -1.516996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -15169956.000000 Penalty: 5703.825684
	Iteration 73Q: 3 clusters Score -1.516996e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -15169991.000000 Penalty: 5703.825684
	Iteration 74Q: 3 clusters Score -1.516999e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -15170009.000000 Penalty: 5703.825684
	Iteration 75Q: 3 clusters Score -1.517001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -15170019.000000 Penalty: 5703.825684
	Iteration 76Q: 3 clusters Score -1.517002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -15170017.000000 Penalty: 5703.825684
	Iteration 77Q: 3 clusters Score -1.517002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -15170021.000000 Penalty: 5703.825684
	Iteration 78Q: 3 clusters Score -1.517002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -15170042.000000 Penalty: 5703.825684
	Iteration 79Q: 3 clusters Score -1.517004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -15170042.000000 Penalty: 5703.825684
	Iteration 80F: 3 clusters Score -1.517004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -15170049.000000 Penalty: 5703.825684
	Iteration 81Q: 3 clusters Score -1.517005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -15170051.000000 Penalty: 5703.825684
	Iteration 82Q: 3 clusters Score -1.517005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -15170057.000000 Penalty: 5703.825684
	Iteration 83Q: 3 clusters Score -1.517006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -15170070.000000 Penalty: 5703.825684
	Iteration 84Q: 3 clusters Score -1.517007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -15170054.000000 Penalty: 5703.825684
	Iteration 85Q: 3 clusters Score -1.517005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -15170066.000000 Penalty: 5703.825684
	Iteration 86Q: 3 clusters Score -1.517007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -15170072.000000 Penalty: 5703.825684
	Iteration 87Q: 3 clusters Score -1.517007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -15170065.000000 Penalty: 5703.825684
	Iteration 88Q: 3 clusters Score -1.517006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -15170070.000000 Penalty: 5703.825684
	Iteration 89Q: 3 clusters Score -1.517007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -15170074.000000 Penalty: 5703.825684
	Iteration 90Q: 3 clusters Score -1.517007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -15170092.000000 Penalty: 5703.825684
	Iteration 91Q: 3 clusters Score -1.517009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -15170089.000000 Penalty: 5703.825684
	Iteration 92Q: 3 clusters Score -1.517009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -15170098.000000 Penalty: 5703.825684
	Iteration 93Q: 3 clusters Score -1.51701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -15170097.000000 Penalty: 5703.825684
	Iteration 94Q: 3 clusters Score -1.51701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -15170091.000000 Penalty: 5703.825684
	Iteration 95Q: 3 clusters Score -1.517009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -15170096.000000 Penalty: 5703.825684
	Iteration 96Q: 3 clusters Score -1.51701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -15170105.000000 Penalty: 5703.825684
	Iteration 97Q: 3 clusters Score -1.51701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -15170100.000000 Penalty: 5703.825684
	Iteration 98Q: 3 clusters Score -1.51701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -15170091.000000 Penalty: 5703.825684
	Iteration 99Q: 3 clusters Score -1.517009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -15170088.000000 Penalty: 5703.825684
	Iteration 100F: 3 clusters Score -1.517009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -15170080.000000 Penalty: 5703.825684
	Iteration 101Q: 3 clusters Score -1.517008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -15170081.000000 Penalty: 5703.825684
	Iteration 102Q: 3 clusters Score -1.517008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -15170091.000000 Penalty: 5703.825684
	Iteration 103Q: 3 clusters Score -1.517009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -15170083.000000 Penalty: 5703.825684
	Iteration 104Q: 3 clusters Score -1.517008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 96441 members 
Entering Unmasked Estep 
Score: -15170064.000000 Penalty: 5703.825684
	Iteration 105Q: 3 clusters Score -1.517006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -15170081.000000 Penalty: 5703.825684
	Iteration 106Q: 3 clusters Score -1.517008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -15170090.000000 Penalty: 5703.825684
	Iteration 107Q: 3 clusters Score -1.517009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -15170080.000000 Penalty: 5703.825684
	Iteration 108Q: 3 clusters Score -1.517008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -15170096.000000 Penalty: 5703.825684
	Iteration 109Q: 3 clusters Score -1.51701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -15170090.000000 Penalty: 5703.825684
	Iteration 110Q: 3 clusters Score -1.517009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -15170098.000000 Penalty: 5703.825684
	Iteration 111Q: 3 clusters Score -1.51701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -15170107.000000 Penalty: 5703.825684
	Iteration 112Q: 3 clusters Score -1.517011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -15170095.000000 Penalty: 5703.825684
	Iteration 113Q: 3 clusters Score -1.51701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -15170097.000000 Penalty: 5703.825684
	Iteration 114Q: 3 clusters Score -1.51701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -15170105.000000 Penalty: 5703.825684
	Iteration 115Q: 3 clusters Score -1.51701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -15170102.000000 Penalty: 5703.825684
	Iteration 116Q: 3 clusters Score -1.51701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -15170098.000000 Penalty: 5703.825684
	Iteration 117Q: 3 clusters Score -1.51701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -15170103.000000 Penalty: 5703.825684
	Iteration 118Q: 3 clusters Score -1.51701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -15170098.000000 Penalty: 5703.825684
	Iteration 119Q: 3 clusters Score -1.51701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -15170096.000000 Penalty: 5703.825684
	Iteration 120F: 3 clusters Score -1.51701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -15170087.000000 Penalty: 5703.825684
	Iteration 121Q: 3 clusters Score -1.517009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -15170081.000000 Penalty: 5703.825684
	Iteration 122Q: 3 clusters Score -1.517008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -15170079.000000 Penalty: 5703.825684
	Iteration 123Q: 3 clusters Score -1.517008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -15170083.000000 Penalty: 5703.825684
	Iteration 124Q: 3 clusters Score -1.517008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -15170086.000000 Penalty: 5703.825684
	Iteration 125Q: 3 clusters Score -1.517009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -15170104.000000 Penalty: 5703.825684
	Iteration 126Q: 3 clusters Score -1.51701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -15170103.000000 Penalty: 5703.825684
	Iteration 127Q: 3 clusters Score -1.51701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -15170103.000000 Penalty: 5703.825684
	Iteration 128Q: 3 clusters Score -1.51701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -15170114.000000 Penalty: 5703.825684
	Iteration 129Q: 3 clusters Score -1.517011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -15170102.000000 Penalty: 5703.825684
	Iteration 130Q: 3 clusters Score -1.51701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -15170105.000000 Penalty: 5703.825684
	Iteration 131Q: 3 clusters Score -1.51701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -15170105.000000 Penalty: 5703.825684
	Iteration 132Q: 3 clusters Score -1.51701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -15170101.000000 Penalty: 5703.825684
	Iteration 133Q: 3 clusters Score -1.51701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -15170101.000000 Penalty: 5703.825684
	Iteration 134F: 3 clusters Score -1.51701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Entering Unmasked Estep 
Score: -1377400.375000 Penalty: 2256.542480
	Iteration 0F: 2 clusters Score -1377400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1370392.750000 Penalty: 4513.084961
	Iteration 0F: 3 clusters Score -1370393 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1372333.750000 Penalty: 4513.084961
	Iteration 1F: 3 clusters Score -1372334 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1372633.125000 Penalty: 4513.084961
	Iteration 2F: 3 clusters Score -1372633 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1372880.375000 Penalty: 4513.084961
	Iteration 3F: 3 clusters Score -1372880 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1373083.875000 Penalty: 4513.084961
	Iteration 4Q: 3 clusters Score -1373084 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1373263.250000 Penalty: 4513.084961
	Iteration 5Q: 3 clusters Score -1373263 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1373416.625000 Penalty: 4513.084961
	Iteration 6Q: 3 clusters Score -1373417 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1373546.500000 Penalty: 4513.084961
	Iteration 7Q: 3 clusters Score -1373546 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1373656.875000 Penalty: 4513.084961
	Iteration 8Q: 3 clusters Score -1373657 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1373765.625000 Penalty: 4513.084961
	Iteration 9Q: 3 clusters Score -1373766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1373865.875000 Penalty: 4513.084961
	Iteration 10Q: 3 clusters Score -1373866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1373959.000000 Penalty: 4513.084961
	Iteration 11Q: 3 clusters Score -1373959 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1374046.875000 Penalty: 4513.084961
	Iteration 12Q: 3 clusters Score -1374047 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1374138.500000 Penalty: 4513.084961
	Iteration 13Q: 3 clusters Score -1374138 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1374238.125000 Penalty: 4513.084961
	Iteration 14Q: 3 clusters Score -1374238 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1374342.375000 Penalty: 4513.084961
	Iteration 15Q: 3 clusters Score -1374342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1374461.625000 Penalty: 4513.084961
	Iteration 16Q: 3 clusters Score -1374462 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1374590.625000 Penalty: 4513.084961
	Iteration 17Q: 3 clusters Score -1374591 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1374730.625000 Penalty: 4513.084961
	Iteration 18Q: 3 clusters Score -1374731 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1374848.500000 Penalty: 4513.084961
	Iteration 19Q: 3 clusters Score -1374848 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1375000.500000 Penalty: 4513.084961
	Iteration 20F: 3 clusters Score -1375000 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1375185.500000 Penalty: 4513.084961
	Iteration 21Q: 3 clusters Score -1375186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1375418.875000 Penalty: 4513.084961
	Iteration 22Q: 3 clusters Score -1375419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1375584.000000 Penalty: 4513.084961
	Iteration 23Q: 3 clusters Score -1375584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1375666.125000 Penalty: 4513.084961
	Iteration 24Q: 3 clusters Score -1375666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1375723.375000 Penalty: 4513.084961
	Iteration 25Q: 3 clusters Score -1375723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1375758.625000 Penalty: 4513.084961
	Iteration 26Q: 3 clusters Score -1375759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1375774.250000 Penalty: 4513.084961
	Iteration 27Q: 3 clusters Score -1375774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1375779.625000 Penalty: 4513.084961
	Iteration 28Q: 3 clusters Score -1375780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1375791.750000 Penalty: 4513.084961
	Iteration 29Q: 3 clusters Score -1375792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1375795.000000 Penalty: 4513.084961
	Iteration 30Q: 3 clusters Score -1375795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1375801.000000 Penalty: 4513.084961
	Iteration 31Q: 3 clusters Score -1375801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1375801.750000 Penalty: 4513.084961
	Iteration 32Q: 3 clusters Score -1375802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1375805.000000 Penalty: 4513.084961
	Iteration 33Q: 3 clusters Score -1375805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1375804.500000 Penalty: 4513.084961
	Iteration 34Q: 3 clusters Score -1375804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1375806.875000 Penalty: 4513.084961
	Iteration 35Q: 3 clusters Score -1375807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1375811.750000 Penalty: 4513.084961
	Iteration 36Q: 3 clusters Score -1375812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1375813.250000 Penalty: 4513.084961
	Iteration 37Q: 3 clusters Score -1375813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1375812.500000 Penalty: 4513.084961
	Iteration 38Q: 3 clusters Score -1375812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1375813.750000 Penalty: 4513.084961
	Iteration 39Q: 3 clusters Score -1375814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1375817.000000 Penalty: 4513.084961
	Iteration 40F: 3 clusters Score -1375817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1375817.375000 Penalty: 4513.084961
	Iteration 41Q: 3 clusters Score -1375817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1375817.500000 Penalty: 4513.084961
	Iteration 42Q: 3 clusters Score -1375818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1375818.375000 Penalty: 4513.084961
	Iteration 43Q: 3 clusters Score -1375818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1375815.875000 Penalty: 4513.084961
	Iteration 44Q: 3 clusters Score -1375816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1375815.875000 Penalty: 4513.084961
	Iteration 45F: 3 clusters Score -1375816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 45472 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 37963 members 
Mstep: Class 8 contains 160339 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1576 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 194 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70320960.000000 Penalty: 116621.156250
Iteration 79Q: 37 clusters Score -7.032096e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 45463 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11428 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 37954 members 
Mstep: Class 8 contains 159730 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8692 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 12 contains 915 members 
Mstep: Class 13 contains 2167 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 460 members 
Mstep: Class 19 contains 20776 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 23085 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1832 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 98636 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 1510 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70327904.000000 Penalty: 116621.156250
Iteration 80F: 37 clusters Score -7.03279e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 45434 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 37940 members 
Mstep: Class 8 contains 159268 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 2152 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 906 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 20742 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 23492 members 
Mstep: Class 23 contains 352 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 8957 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 1921 members 
Mstep: Class 33 contains 243 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 639 members 
Mstep: Class 36 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331088.000000 Penalty: 116621.156250
Iteration 81Q: 37 clusters Score -7.033109e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 45415 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11419 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 37927 members 
Mstep: Class 8 contains 158872 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 13 contains 2134 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 568 members 
Mstep: Class 19 contains 20733 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 8951 members 
Mstep: Class 31 contains 436 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 240 members 
Mstep: Class 34 contains 1722 members 
Mstep: Class 35 contains 634 members 
Mstep: Class 36 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331752.000000 Penalty: 116621.156250
Iteration 82Q: 37 clusters Score -7.033175e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 45388 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11412 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 37904 members 
Mstep: Class 8 contains 158591 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 20719 members 
Mstep: Class 20 contains 10308 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 24069 members 
Mstep: Class 23 contains 378 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 1917 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 98781 members 
Mstep: Class 30 contains 8949 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 238 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332288.000000 Penalty: 116621.156250
Iteration 83Q: 37 clusters Score -7.033229e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 45365 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 37884 members 
Mstep: Class 8 contains 158362 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 2127 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 20706 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 24255 members 
Mstep: Class 23 contains 389 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 1928 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 98828 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 626 members 
Mstep: Class 36 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332424.000000 Penalty: 116621.156250
Iteration 84Q: 37 clusters Score -7.033242e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 45334 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 37864 members 
Mstep: Class 8 contains 158190 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 8675 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 20696 members 
Mstep: Class 20 contains 10309 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 24396 members 
Mstep: Class 23 contains 396 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 98868 members 
Mstep: Class 30 contains 8948 members 
Mstep: Class 31 contains 452 members 
Mstep: Class 32 contains 2010 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 619 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332624.000000 Penalty: 116621.156250
Iteration 85Q: 37 clusters Score -7.033262e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 45312 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11413 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 158031 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 8678 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 20686 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 24497 members 
Mstep: Class 23 contains 399 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 1945 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 98924 members 
Mstep: Class 30 contains 8947 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 2038 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 612 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332664.000000 Penalty: 116621.156250
Iteration 86Q: 37 clusters Score -7.033266e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 45294 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11413 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 157871 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 898 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 20681 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 24599 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 1948 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 98979 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 467 members 
Mstep: Class 32 contains 2059 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332680.000000 Penalty: 116621.156250
Iteration 87Q: 37 clusters Score -7.033268e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 45280 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11413 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 37821 members 
Mstep: Class 8 contains 157745 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 24679 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1950 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 99022 members 
Mstep: Class 30 contains 8965 members 
Mstep: Class 31 contains 472 members 
Mstep: Class 32 contains 2075 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 1772 members 
Mstep: Class 35 contains 599 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332880.000000 Penalty: 116621.156250
Iteration 88Q: 37 clusters Score -7.033288e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 45258 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 37813 members 
Mstep: Class 8 contains 157648 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 20675 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 24745 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 1951 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 99059 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 2092 members 
Mstep: Class 33 contains 225 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 590 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333096.000000 Penalty: 116621.156250
Iteration 89Q: 37 clusters Score -7.03331e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 45249 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11427 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 37787 members 
Mstep: Class 8 contains 157561 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10312 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 24797 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 1954 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 99092 members 
Mstep: Class 30 contains 8972 members 
Mstep: Class 31 contains 485 members 
Mstep: Class 32 contains 2105 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333056.000000 Penalty: 116621.156250
Iteration 90Q: 37 clusters Score -7.033306e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 45241 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11449 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37757 members 
Mstep: Class 8 contains 157479 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 24842 members 
Mstep: Class 23 contains 415 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 1957 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 99130 members 
Mstep: Class 30 contains 8977 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2113 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333064.000000 Penalty: 116621.156250
Iteration 91Q: 37 clusters Score -7.033306e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 45233 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11455 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37740 members 
Mstep: Class 8 contains 157410 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 24877 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 1957 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 99156 members 
Mstep: Class 30 contains 8988 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2123 members 
Mstep: Class 33 contains 225 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333152.000000 Penalty: 116621.156250
Iteration 92Q: 37 clusters Score -7.033315e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45223 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11462 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37723 members 
Mstep: Class 8 contains 157362 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 24912 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 1957 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 99182 members 
Mstep: Class 30 contains 8992 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2130 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333224.000000 Penalty: 116621.156250
Iteration 93Q: 37 clusters Score -7.033322e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 45209 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37713 members 
Mstep: Class 8 contains 157335 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 10312 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 24933 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 1957 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 99188 members 
Mstep: Class 30 contains 8998 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2137 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333272.000000 Penalty: 116621.156250
Iteration 94Q: 37 clusters Score -7.033327e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 45199 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11479 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37692 members 
Mstep: Class 8 contains 157313 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 24948 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 1958 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 99205 members 
Mstep: Class 30 contains 8998 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2138 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333336.000000 Penalty: 116621.156250
Iteration 95Q: 37 clusters Score -7.033334e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 45198 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11477 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 37685 members 
Mstep: Class 8 contains 157299 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 20662 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 24961 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 99213 members 
Mstep: Class 30 contains 9002 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2139 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333296.000000 Penalty: 116621.156250
Iteration 96Q: 37 clusters Score -7.03333e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 45195 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11480 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37676 members 
Mstep: Class 8 contains 157272 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8672 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 20662 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 24974 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 99224 members 
Mstep: Class 30 contains 9009 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2138 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333360.000000 Penalty: 116621.156250
Iteration 97Q: 37 clusters Score -7.033336e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45194 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11477 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37665 members 
Mstep: Class 8 contains 157256 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 20663 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 24982 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 99234 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2139 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333368.000000 Penalty: 116621.156250
Iteration 98Q: 37 clusters Score -7.033337e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45189 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11481 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37658 members 
Mstep: Class 8 contains 157234 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 589 members 
Mstep: Class 19 contains 20665 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 24995 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 99250 members 
Mstep: Class 30 contains 9013 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2139 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333312.000000 Penalty: 116621.156250
Iteration 99Q: 37 clusters Score -7.033331e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45188 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11484 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37646 members 
Mstep: Class 8 contains 157231 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 590 members 
Mstep: Class 19 contains 20664 members 
Mstep: Class 20 contains 10312 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 25002 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 99252 members 
Mstep: Class 30 contains 9016 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 2140 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70334120.000000 Penalty: 116621.156250
Iteration 100F: 37 clusters Score -7.033412e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45186 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 11482 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 37643 members 
Mstep: Class 8 contains 157231 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 868 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 20663 members 
Mstep: Class 20 contains 10308 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 25010 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99246 members 
Mstep: Class 30 contains 9019 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2141 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70334824.000000 Penalty: 116621.156250
Iteration 101Q: 37 clusters Score -7.033482e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 45182 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 11477 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37639 members 
Mstep: Class 8 contains 157233 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 868 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 20664 members 
Mstep: Class 20 contains 10309 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25018 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 99232 members 
Mstep: Class 30 contains 9018 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2142 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335056.000000 Penalty: 116621.156250
Iteration 102Q: 37 clusters Score -7.033506e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45180 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11482 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37628 members 
Mstep: Class 8 contains 157238 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8677 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 870 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 20665 members 
Mstep: Class 20 contains 10309 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 25021 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99221 members 
Mstep: Class 30 contains 9018 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2146 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335008.000000 Penalty: 116621.156250
Iteration 103Q: 37 clusters Score -7.033501e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45178 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11491 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37612 members 
Mstep: Class 8 contains 157238 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 993 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20665 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25029 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99202 members 
Mstep: Class 30 contains 9022 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2148 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335144.000000 Penalty: 116621.156250
Iteration 104Q: 37 clusters Score -7.033514e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45173 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11489 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37598 members 
Mstep: Class 8 contains 157234 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 870 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 25037 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99200 members 
Mstep: Class 30 contains 9025 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335080.000000 Penalty: 116621.156250
Iteration 105Q: 37 clusters Score -7.033508e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45165 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11506 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37583 members 
Mstep: Class 8 contains 157225 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 870 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 25042 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99196 members 
Mstep: Class 30 contains 9026 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335024.000000 Penalty: 116621.156250
Iteration 106Q: 37 clusters Score -7.033502e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45149 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11518 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37574 members 
Mstep: Class 8 contains 157225 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10309 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 25052 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99188 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335096.000000 Penalty: 116621.156250
Iteration 107Q: 37 clusters Score -7.03351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45145 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11524 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37568 members 
Mstep: Class 8 contains 157229 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 10306 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25054 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99184 members 
Mstep: Class 30 contains 9026 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335096.000000 Penalty: 116621.156250
Iteration 108Q: 37 clusters Score -7.03351e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45141 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11531 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37563 members 
Mstep: Class 8 contains 157229 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1013 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10304 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25056 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335152.000000 Penalty: 116621.156250
Iteration 109Q: 37 clusters Score -7.033515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45136 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11535 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37561 members 
Mstep: Class 8 contains 157227 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10304 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25059 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9027 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335080.000000 Penalty: 116621.156250
Iteration 110Q: 37 clusters Score -7.033508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45135 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11537 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37559 members 
Mstep: Class 8 contains 157229 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10304 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25063 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99181 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335096.000000 Penalty: 116621.156250
Iteration 111Q: 37 clusters Score -7.03351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45133 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11542 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37557 members 
Mstep: Class 8 contains 157228 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10303 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25066 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99180 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335120.000000 Penalty: 116621.156250
Iteration 112Q: 37 clusters Score -7.033512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45128 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11547 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37557 members 
Mstep: Class 8 contains 157227 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25069 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99183 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335088.000000 Penalty: 116621.156250
Iteration 113Q: 37 clusters Score -7.033509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 45125 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11547 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37557 members 
Mstep: Class 8 contains 157222 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25071 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99186 members 
Mstep: Class 30 contains 9027 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335144.000000 Penalty: 116621.156250
Iteration 114Q: 37 clusters Score -7.033514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45124 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11550 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37554 members 
Mstep: Class 8 contains 157217 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8683 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25074 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99188 members 
Mstep: Class 30 contains 9027 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335152.000000 Penalty: 116621.156250
Iteration 115Q: 37 clusters Score -7.033515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45121 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37549 members 
Mstep: Class 8 contains 157210 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25080 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99188 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335128.000000 Penalty: 116621.156250
Iteration 116Q: 37 clusters Score -7.033513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45120 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11555 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37547 members 
Mstep: Class 8 contains 157208 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25081 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9034 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335088.000000 Penalty: 116621.156250
Iteration 117Q: 37 clusters Score -7.033509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45119 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37545 members 
Mstep: Class 8 contains 157203 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9038 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335120.000000 Penalty: 116621.156250
Iteration 118Q: 37 clusters Score -7.033512e+07 nChanged 5
Entering ConstructFrom: 
Score: -70335120.000000 Penalty: 116621.156250
Entering ConstructFrom: 
Trying to split cluster 1 (11992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Entering Unmasked Estep 
Score: -1803365.250000 Penalty: 2329.214844
	Iteration 0F: 2 clusters Score -1803365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1794411.500000 Penalty: 4658.429688
	Iteration 0F: 3 clusters Score -1794412 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1797162.375000 Penalty: 4658.429688
	Iteration 1F: 3 clusters Score -1797162 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1797532.625000 Penalty: 4658.429688
	Iteration 2F: 3 clusters Score -1797533 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1797820.750000 Penalty: 4658.429688
	Iteration 3F: 3 clusters Score -1797821 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1798056.875000 Penalty: 4658.429688
	Iteration 4Q: 3 clusters Score -1798057 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1798236.750000 Penalty: 4658.429688
	Iteration 5Q: 3 clusters Score -1798237 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1798414.750000 Penalty: 4658.429688
	Iteration 6Q: 3 clusters Score -1798415 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1798556.500000 Penalty: 4658.429688
	Iteration 7Q: 3 clusters Score -1798556 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1798689.750000 Penalty: 4658.429688
	Iteration 8Q: 3 clusters Score -1798690 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1798820.625000 Penalty: 4658.429688
	Iteration 9Q: 3 clusters Score -1798821 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1798952.875000 Penalty: 4658.429688
	Iteration 10Q: 3 clusters Score -1798953 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1799085.125000 Penalty: 4658.429688
	Iteration 11Q: 3 clusters Score -1799085 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1799254.625000 Penalty: 4658.429688
	Iteration 12Q: 3 clusters Score -1799255 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1799438.000000 Penalty: 4658.429688
	Iteration 13Q: 3 clusters Score -1799438 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1799626.000000 Penalty: 4658.429688
	Iteration 14Q: 3 clusters Score -1799626 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1799832.375000 Penalty: 4658.429688
	Iteration 15Q: 3 clusters Score -1799832 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1800044.000000 Penalty: 4658.429688
	Iteration 16Q: 3 clusters Score -1800044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1800240.500000 Penalty: 4658.429688
	Iteration 17Q: 3 clusters Score -1800240 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1800427.500000 Penalty: 4658.429688
	Iteration 18Q: 3 clusters Score -1800428 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1800617.375000 Penalty: 4658.429688
	Iteration 19Q: 3 clusters Score -1800617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1800791.375000 Penalty: 4658.429688
	Iteration 20F: 3 clusters Score -1800791 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1800896.750000 Penalty: 4658.429688
	Iteration 21Q: 3 clusters Score -1800897 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1800995.125000 Penalty: 4658.429688
	Iteration 22Q: 3 clusters Score -1800995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1801077.750000 Penalty: 4658.429688
	Iteration 23Q: 3 clusters Score -1801078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1801142.375000 Penalty: 4658.429688
	Iteration 24Q: 3 clusters Score -1801142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1801193.625000 Penalty: 4658.429688
	Iteration 25Q: 3 clusters Score -1801194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1801244.625000 Penalty: 4658.429688
	Iteration 26Q: 3 clusters Score -1801245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1801276.625000 Penalty: 4658.429688
	Iteration 27Q: 3 clusters Score -1801277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1801300.875000 Penalty: 4658.429688
	Iteration 28Q: 3 clusters Score -1801301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1801321.125000 Penalty: 4658.429688
	Iteration 29Q: 3 clusters Score -1801321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1801337.125000 Penalty: 4658.429688
	Iteration 30Q: 3 clusters Score -1801337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1801356.750000 Penalty: 4658.429688
	Iteration 31Q: 3 clusters Score -1801357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1801388.500000 Penalty: 4658.429688
	Iteration 32Q: 3 clusters Score -1801388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1801404.000000 Penalty: 4658.429688
	Iteration 33Q: 3 clusters Score -1801404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1801422.375000 Penalty: 4658.429688
	Iteration 34Q: 3 clusters Score -1801422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1801439.625000 Penalty: 4658.429688
	Iteration 35Q: 3 clusters Score -1801440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1801457.875000 Penalty: 4658.429688
	Iteration 36Q: 3 clusters Score -1801458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1801466.250000 Penalty: 4658.429688
	Iteration 37Q: 3 clusters Score -1801466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1801475.500000 Penalty: 4658.429688
	Iteration 38Q: 3 clusters Score -1801476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1801486.500000 Penalty: 4658.429688
	Iteration 39Q: 3 clusters Score -1801486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1801501.625000 Penalty: 4658.429688
	Iteration 40F: 3 clusters Score -1801502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1801512.500000 Penalty: 4658.429688
	Iteration 41Q: 3 clusters Score -1801512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1801519.000000 Penalty: 4658.429688
	Iteration 42Q: 3 clusters Score -1801519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1801530.500000 Penalty: 4658.429688
	Iteration 43Q: 3 clusters Score -1801530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1801536.000000 Penalty: 4658.429688
	Iteration 44Q: 3 clusters Score -1801536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1801542.125000 Penalty: 4658.429688
	Iteration 45Q: 3 clusters Score -1801542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1801546.750000 Penalty: 4658.429688
	Iteration 46Q: 3 clusters Score -1801547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1801548.625000 Penalty: 4658.429688
	Iteration 47Q: 3 clusters Score -1801549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1801546.125000 Penalty: 4658.429688
	Iteration 48Q: 3 clusters Score -1801546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1801554.000000 Penalty: 4658.429688
	Iteration 49Q: 3 clusters Score -1801554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1801559.750000 Penalty: 4658.429688
	Iteration 50Q: 3 clusters Score -1801560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1801561.250000 Penalty: 4658.429688
	Iteration 51Q: 3 clusters Score -1801561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1801562.625000 Penalty: 4658.429688
	Iteration 52Q: 3 clusters Score -1801563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1801563.125000 Penalty: 4658.429688
	Iteration 53Q: 3 clusters Score -1801563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1801563.125000 Penalty: 4658.429688
	Iteration 54F: 3 clusters Score -1801563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Entering Unmasked Estep 
Score: -6912623.000000 Penalty: 2657.824951
	Iteration 0F: 2 clusters Score -6912623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -6882252.000000 Penalty: 5315.649902
	Iteration 0F: 3 clusters Score -6882252 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6893549.500000 Penalty: 5315.649902
	Iteration 1F: 3 clusters Score -6893550 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -6894030.500000 Penalty: 5315.649902
	Iteration 2Q: 3 clusters Score -6894030 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -6894510.000000 Penalty: 5315.649902
	Iteration 3Q: 3 clusters Score -6894510 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -6894997.500000 Penalty: 5315.649902
	Iteration 4Q: 3 clusters Score -6894998 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6895584.000000 Penalty: 5315.649902
	Iteration 5Q: 3 clusters Score -6895584 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -6896546.000000 Penalty: 5315.649902
	Iteration 6Q: 3 clusters Score -6896546 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6898160.500000 Penalty: 5315.649902
	Iteration 7F: 3 clusters Score -6898160 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6900625.500000 Penalty: 5315.649902
	Iteration 8F: 3 clusters Score -6900626 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -6903740.500000 Penalty: 5315.649902
	Iteration 9F: 3 clusters Score -6903740 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6906610.500000 Penalty: 5315.649902
	Iteration 10F: 3 clusters Score -6906610 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -6908498.000000 Penalty: 5315.649902
	Iteration 11Q: 3 clusters Score -6908498 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6909411.500000 Penalty: 5315.649902
	Iteration 12Q: 3 clusters Score -6909412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -6909861.500000 Penalty: 5315.649902
	Iteration 13Q: 3 clusters Score -6909862 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -6910058.000000 Penalty: 5315.649902
	Iteration 14Q: 3 clusters Score -6910058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -6910183.500000 Penalty: 5315.649902
	Iteration 15Q: 3 clusters Score -6910184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -6910236.000000 Penalty: 5315.649902
	Iteration 16Q: 3 clusters Score -6910236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -6910281.000000 Penalty: 5315.649902
	Iteration 17Q: 3 clusters Score -6910281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6910305.000000 Penalty: 5315.649902
	Iteration 18Q: 3 clusters Score -6910305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6910321.500000 Penalty: 5315.649902
	Iteration 19Q: 3 clusters Score -6910322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -6910327.500000 Penalty: 5315.649902
	Iteration 20F: 3 clusters Score -6910328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -6910343.500000 Penalty: 5315.649902
	Iteration 21Q: 3 clusters Score -6910344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -6910344.500000 Penalty: 5315.649902
	Iteration 22Q: 3 clusters Score -6910344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -6910345.500000 Penalty: 5315.649902
	Iteration 23Q: 3 clusters Score -6910346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -6910353.000000 Penalty: 5315.649902
	Iteration 24Q: 3 clusters Score -6910353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -6910359.500000 Penalty: 5315.649902
	Iteration 25Q: 3 clusters Score -6910360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6910360.000000 Penalty: 5315.649902
	Iteration 26Q: 3 clusters Score -6910360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6910362.500000 Penalty: 5315.649902
	Iteration 27Q: 3 clusters Score -6910362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -6910368.500000 Penalty: 5315.649902
	Iteration 28Q: 3 clusters Score -6910368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -6910371.500000 Penalty: 5315.649902
	Iteration 29Q: 3 clusters Score -6910372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6910385.000000 Penalty: 5315.649902
	Iteration 30Q: 3 clusters Score -6910385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6910387.000000 Penalty: 5315.649902
	Iteration 31Q: 3 clusters Score -6910387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -6910390.000000 Penalty: 5315.649902
	Iteration 32Q: 3 clusters Score -6910390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6910395.000000 Penalty: 5315.649902
	Iteration 33Q: 3 clusters Score -6910395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -6910396.500000 Penalty: 5315.649902
	Iteration 34Q: 3 clusters Score -6910396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -6910397.000000 Penalty: 5315.649902
	Iteration 35Q: 3 clusters Score -6910397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -6910399.000000 Penalty: 5315.649902
	Iteration 36Q: 3 clusters Score -6910399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -6910399.000000 Penalty: 5315.649902
	Iteration 37F: 3 clusters Score -6910399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -30630.625000 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -30630.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29484.466797 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -29484.47 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30037.189453 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -30037.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30446.589844 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -30446.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30810.035156 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -30810.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31011.533203 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -31011.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31214.906250 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -31214.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31361.871094 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -31361.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31427.576172 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -31427.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31440.855469 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -31440.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31453.623047 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -31453.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31472.087891 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -31472.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31480.597656 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -31480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31493.585938 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -31493.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31493.585938 Penalty: 2994.783936
	Iteration 13F: 3 clusters Score -31493.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
Score: -70334216.000000 Penalty: 119860.632812
Splitting cluster 3 changes total score from -70335120.000000 to -70334216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -100566.328125 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -100566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98905.007812 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -98905.01 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99790.718750 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -99790.72 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101142.796875 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -101142.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -101507.835938 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -101507.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101715.390625 Penalty: 3348.546387
	Iteration 4F: 3 clusters Score -101715.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101890.234375 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -101890.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102081.929688 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -102081.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102322.125000 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -102322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102531.914062 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -102531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102586.960938 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -102587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102596.296875 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -102596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102596.296875 Penalty: 3348.546387
	Iteration 11F: 3 clusters Score -102596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 583 members 
Entering Unmasked Estep 
Score: -70335600.000000 Penalty: 119860.632812
Splitting cluster 4 changes total score from -70335120.000000 to -70335600.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (11557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Entering Unmasked Estep 
Score: -1661943.875000 Penalty: 2320.051514
	Iteration 0F: 2 clusters Score -1661944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1653344.750000 Penalty: 4640.103027
	Iteration 0F: 3 clusters Score -1653345 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1656030.000000 Penalty: 4640.103027
	Iteration 1F: 3 clusters Score -1656030 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1656645.375000 Penalty: 4640.103027
	Iteration 2F: 3 clusters Score -1656645 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1657356.250000 Penalty: 4640.103027
	Iteration 3F: 3 clusters Score -1657356 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1658140.125000 Penalty: 4640.103027
	Iteration 4F: 3 clusters Score -1658140 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1658871.000000 Penalty: 4640.103027
	Iteration 5F: 3 clusters Score -1658871 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1659484.875000 Penalty: 4640.103027
	Iteration 6F: 3 clusters Score -1659485 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1659925.500000 Penalty: 4640.103027
	Iteration 7F: 3 clusters Score -1659926 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1660246.500000 Penalty: 4640.103027
	Iteration 8Q: 3 clusters Score -1660246 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1660487.000000 Penalty: 4640.103027
	Iteration 9Q: 3 clusters Score -1660487 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1660656.125000 Penalty: 4640.103027
	Iteration 10Q: 3 clusters Score -1660656 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1660783.875000 Penalty: 4640.103027
	Iteration 11Q: 3 clusters Score -1660784 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1660908.750000 Penalty: 4640.103027
	Iteration 12Q: 3 clusters Score -1660909 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1661052.500000 Penalty: 4640.103027
	Iteration 13Q: 3 clusters Score -1661052 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1661156.625000 Penalty: 4640.103027
	Iteration 14Q: 3 clusters Score -1661157 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1661218.500000 Penalty: 4640.103027
	Iteration 15Q: 3 clusters Score -1661218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1661268.625000 Penalty: 4640.103027
	Iteration 16Q: 3 clusters Score -1661269 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1661292.625000 Penalty: 4640.103027
	Iteration 17Q: 3 clusters Score -1661293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1661318.875000 Penalty: 4640.103027
	Iteration 18Q: 3 clusters Score -1661319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1661340.375000 Penalty: 4640.103027
	Iteration 19Q: 3 clusters Score -1661340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1661353.875000 Penalty: 4640.103027
	Iteration 20F: 3 clusters Score -1661354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1661372.875000 Penalty: 4640.103027
	Iteration 21Q: 3 clusters Score -1661373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1661384.125000 Penalty: 4640.103027
	Iteration 22Q: 3 clusters Score -1661384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1661402.875000 Penalty: 4640.103027
	Iteration 23Q: 3 clusters Score -1661403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1661420.750000 Penalty: 4640.103027
	Iteration 24Q: 3 clusters Score -1661421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1661432.250000 Penalty: 4640.103027
	Iteration 25Q: 3 clusters Score -1661432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1661472.125000 Penalty: 4640.103027
	Iteration 26Q: 3 clusters Score -1661472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1661500.250000 Penalty: 4640.103027
	Iteration 27Q: 3 clusters Score -1661500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1661527.625000 Penalty: 4640.103027
	Iteration 28Q: 3 clusters Score -1661528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1661553.750000 Penalty: 4640.103027
	Iteration 29Q: 3 clusters Score -1661554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1661587.875000 Penalty: 4640.103027
	Iteration 30Q: 3 clusters Score -1661588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1661632.250000 Penalty: 4640.103027
	Iteration 31Q: 3 clusters Score -1661632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1661688.250000 Penalty: 4640.103027
	Iteration 32Q: 3 clusters Score -1661688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1661750.750000 Penalty: 4640.103027
	Iteration 33Q: 3 clusters Score -1661751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1661808.500000 Penalty: 4640.103027
	Iteration 34Q: 3 clusters Score -1661808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1661858.125000 Penalty: 4640.103027
	Iteration 35Q: 3 clusters Score -1661858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1661884.500000 Penalty: 4640.103027
	Iteration 36Q: 3 clusters Score -1661884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1661916.625000 Penalty: 4640.103027
	Iteration 37Q: 3 clusters Score -1661917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1661933.625000 Penalty: 4640.103027
	Iteration 38Q: 3 clusters Score -1661934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1661946.500000 Penalty: 4640.103027
	Iteration 39Q: 3 clusters Score -1661946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1661959.750000 Penalty: 4640.103027
	Iteration 40F: 3 clusters Score -1661960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1661966.750000 Penalty: 4640.103027
	Iteration 41Q: 3 clusters Score -1661967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1661976.375000 Penalty: 4640.103027
	Iteration 42Q: 3 clusters Score -1661976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1661983.375000 Penalty: 4640.103027
	Iteration 43Q: 3 clusters Score -1661983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1661984.250000 Penalty: 4640.103027
	Iteration 44Q: 3 clusters Score -1661984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1661991.375000 Penalty: 4640.103027
	Iteration 45Q: 3 clusters Score -1661991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1661989.500000 Penalty: 4640.103027
	Iteration 46Q: 3 clusters Score -1661990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1661995.125000 Penalty: 4640.103027
	Iteration 47Q: 3 clusters Score -1661995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1662000.125000 Penalty: 4640.103027
	Iteration 48Q: 3 clusters Score -1662000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1661998.875000 Penalty: 4640.103027
	Iteration 49Q: 3 clusters Score -1661999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1662003.125000 Penalty: 4640.103027
	Iteration 50Q: 3 clusters Score -1662003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1662007.375000 Penalty: 4640.103027
	Iteration 51Q: 3 clusters Score -1662007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1662007.875000 Penalty: 4640.103027
	Iteration 52Q: 3 clusters Score -1662008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1662008.750000 Penalty: 4640.103027
	Iteration 53Q: 3 clusters Score -1662009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1662008.500000 Penalty: 4640.103027
	Iteration 54Q: 3 clusters Score -1662008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1662009.250000 Penalty: 4640.103027
	Iteration 55Q: 3 clusters Score -1662009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1662011.250000 Penalty: 4640.103027
	Iteration 56Q: 3 clusters Score -1662011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1662012.750000 Penalty: 4640.103027
	Iteration 57Q: 3 clusters Score -1662013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1662012.000000 Penalty: 4640.103027
	Iteration 58Q: 3 clusters Score -1662012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1662012.000000 Penalty: 4640.103027
	Iteration 59F: 3 clusters Score -1662012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 583 members 
Mstep: Class 38 contains 9201 members 
Entering Unmasked Estep 
Score: -70334744.000000 Penalty: 123100.109375
Splitting cluster 5 changes total score from -70335120.000000 to -70334744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -58277.375000 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -58277.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56989.910156 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -56989.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57631.675781 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -57631.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58046.738281 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -58046.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58392.937500 Penalty: 3067.337891
	Iteration 3F: 3 clusters Score -58392.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58702.414062 Penalty: 3067.337891
	Iteration 4F: 3 clusters Score -58702.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58832.667969 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -58832.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58861.964844 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -58861.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58869.011719 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -58869.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58884.097656 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -58884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58884.097656 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -58884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 170 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 583 members 
Mstep: Class 38 contains 315 members 
Entering Unmasked Estep 
Score: -70334512.000000 Penalty: 123100.109375
Splitting cluster 6 changes total score from -70335120.000000 to -70334512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Entering Unmasked Estep 
Score: -5712377.000000 Penalty: 2612.250732
	Iteration 0F: 2 clusters Score -5712377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -5686935.000000 Penalty: 5224.501465
	Iteration 0F: 3 clusters Score -5686935 nChanged 17117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -5696412.500000 Penalty: 5224.501465
	Iteration 1F: 3 clusters Score -5696412 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -5697023.500000 Penalty: 5224.501465
	Iteration 2Q: 3 clusters Score -5697024 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5697714.500000 Penalty: 5224.501465
	Iteration 3Q: 3 clusters Score -5697714 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5698535.000000 Penalty: 5224.501465
	Iteration 4Q: 3 clusters Score -5698535 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5699697.500000 Penalty: 5224.501465
	Iteration 5F: 3 clusters Score -5699698 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -5701381.000000 Penalty: 5224.501465
	Iteration 6F: 3 clusters Score -5701381 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -5703614.500000 Penalty: 5224.501465
	Iteration 7F: 3 clusters Score -5703614 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5705909.500000 Penalty: 5224.501465
	Iteration 8F: 3 clusters Score -5705910 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5707835.000000 Penalty: 5224.501465
	Iteration 9F: 3 clusters Score -5707835 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5709036.500000 Penalty: 5224.501465
	Iteration 10Q: 3 clusters Score -5709036 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5709802.500000 Penalty: 5224.501465
	Iteration 11Q: 3 clusters Score -5709802 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5710343.000000 Penalty: 5224.501465
	Iteration 12Q: 3 clusters Score -5710343 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5710706.000000 Penalty: 5224.501465
	Iteration 13Q: 3 clusters Score -5710706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5710900.000000 Penalty: 5224.501465
	Iteration 14Q: 3 clusters Score -5710900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5710965.500000 Penalty: 5224.501465
	Iteration 15Q: 3 clusters Score -5710966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5711010.500000 Penalty: 5224.501465
	Iteration 16Q: 3 clusters Score -5711010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5711012.000000 Penalty: 5224.501465
	Iteration 17Q: 3 clusters Score -5711012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5711030.000000 Penalty: 5224.501465
	Iteration 18Q: 3 clusters Score -5711030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5711036.000000 Penalty: 5224.501465
	Iteration 19Q: 3 clusters Score -5711036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5711040.000000 Penalty: 5224.501465
	Iteration 20F: 3 clusters Score -5711040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5711047.000000 Penalty: 5224.501465
	Iteration 21Q: 3 clusters Score -5711047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5711053.500000 Penalty: 5224.501465
	Iteration 22Q: 3 clusters Score -5711054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5711054.000000 Penalty: 5224.501465
	Iteration 23Q: 3 clusters Score -5711054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5711050.500000 Penalty: 5224.501465
	Iteration 24Q: 3 clusters Score -5711050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5711048.000000 Penalty: 5224.501465
	Iteration 25Q: 3 clusters Score -5711048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5711050.500000 Penalty: 5224.501465
	Iteration 26Q: 3 clusters Score -5711050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5711050.500000 Penalty: 5224.501465
	Iteration 27F: 3 clusters Score -5711050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Entering Unmasked Estep 
Score: -24017950.000000 Penalty: 2967.391113
	Iteration 0F: 2 clusters Score -2.401795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -23914156.000000 Penalty: 5934.782227
	Iteration 0F: 3 clusters Score -2.391416e+07 nChanged 75423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -23957448.000000 Penalty: 5934.782227
	Iteration 1F: 3 clusters Score -2.395745e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -23958118.000000 Penalty: 5934.782227
	Iteration 2Q: 3 clusters Score -2.395812e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -23958722.000000 Penalty: 5934.782227
	Iteration 3Q: 3 clusters Score -2.395872e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -23959360.000000 Penalty: 5934.782227
	Iteration 4Q: 3 clusters Score -2.395936e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -23960120.000000 Penalty: 5934.782227
	Iteration 5Q: 3 clusters Score -2.396012e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -23960894.000000 Penalty: 5934.782227
	Iteration 6Q: 3 clusters Score -2.396089e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -23961902.000000 Penalty: 5934.782227
	Iteration 7Q: 3 clusters Score -2.39619e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -23963218.000000 Penalty: 5934.782227
	Iteration 8Q: 3 clusters Score -2.396322e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -23965360.000000 Penalty: 5934.782227
	Iteration 9Q: 3 clusters Score -2.396536e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -23968360.000000 Penalty: 5934.782227
	Iteration 10Q: 3 clusters Score -2.396836e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -23972980.000000 Penalty: 5934.782227
	Iteration 11F: 3 clusters Score -2.397298e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -23979226.000000 Penalty: 5934.782227
	Iteration 12F: 3 clusters Score -2.397923e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -23987034.000000 Penalty: 5934.782227
	Iteration 13F: 3 clusters Score -2.398703e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -23995030.000000 Penalty: 5934.782227
	Iteration 14F: 3 clusters Score -2.399503e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 141175 members 
Entering Unmasked Estep 
Score: -24002240.000000 Penalty: 5934.782227
	Iteration 15F: 3 clusters Score -2.400224e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 147113 members 
Entering Unmasked Estep 
Score: -24007494.000000 Penalty: 5934.782227
	Iteration 16Q: 3 clusters Score -2.400749e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 151085 members 
Entering Unmasked Estep 
Score: -24010930.000000 Penalty: 5934.782227
	Iteration 17Q: 3 clusters Score -2.401093e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -24012870.000000 Penalty: 5934.782227
	Iteration 18Q: 3 clusters Score -2.401287e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -24013982.000000 Penalty: 5934.782227
	Iteration 19Q: 3 clusters Score -2.401398e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -24014524.000000 Penalty: 5934.782227
	Iteration 20F: 3 clusters Score -2.401452e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 156067 members 
Entering Unmasked Estep 
Score: -24014894.000000 Penalty: 5934.782227
	Iteration 21Q: 3 clusters Score -2.401489e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 156281 members 
Entering Unmasked Estep 
Score: -24015074.000000 Penalty: 5934.782227
	Iteration 22Q: 3 clusters Score -2.401507e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -24015202.000000 Penalty: 5934.782227
	Iteration 23Q: 3 clusters Score -2.40152e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -24015302.000000 Penalty: 5934.782227
	Iteration 24Q: 3 clusters Score -2.40153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -24015348.000000 Penalty: 5934.782227
	Iteration 25Q: 3 clusters Score -2.401535e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -24015422.000000 Penalty: 5934.782227
	Iteration 26Q: 3 clusters Score -2.401542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -24015424.000000 Penalty: 5934.782227
	Iteration 27Q: 3 clusters Score -2.401542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -24015456.000000 Penalty: 5934.782227
	Iteration 28Q: 3 clusters Score -2.401546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -24015454.000000 Penalty: 5934.782227
	Iteration 29Q: 3 clusters Score -2.401545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -24015464.000000 Penalty: 5934.782227
	Iteration 30Q: 3 clusters Score -2.401546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -24015470.000000 Penalty: 5934.782227
	Iteration 31Q: 3 clusters Score -2.401547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -24015480.000000 Penalty: 5934.782227
	Iteration 32Q: 3 clusters Score -2.401548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -24015470.000000 Penalty: 5934.782227
	Iteration 33Q: 3 clusters Score -2.401547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -24015466.000000 Penalty: 5934.782227
	Iteration 34Q: 3 clusters Score -2.401547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -24015472.000000 Penalty: 5934.782227
	Iteration 35Q: 3 clusters Score -2.401547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -24015472.000000 Penalty: 5934.782227
	Iteration 36Q: 3 clusters Score -2.401547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -24015472.000000 Penalty: 5934.782227
	Iteration 37F: 3 clusters Score -2.401547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -365892.031250 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -365892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -362908.625000 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -362908.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -363655.000000 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -363655 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -363977.468750 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -363977.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -364249.843750 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -364249.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -364521.500000 Penalty: 3891.908691
	Iteration 4F: 3 clusters Score -364521.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -364756.625000 Penalty: 3891.908691
	Iteration 5F: 3 clusters Score -364756.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -364886.531250 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -364886.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -364977.906250 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -364977.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -365040.156250 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -365040.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -365077.062500 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -365077.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -365120.500000 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -365120.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -365161.375000 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -365161.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -365189.843750 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -365189.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -365206.218750 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -365206.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -365214.906250 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -365214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -365220.843750 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -365220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365225.593750 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -365225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -365228.562500 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -365228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365229.031250 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -365229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -365229.875000 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -365229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365230.500000 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -365230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Entering Unmasked Estep 
Score: -1342049.500000 Penalty: 2249.170898
	Iteration 0F: 2 clusters Score -1342050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1335216.750000 Penalty: 4498.341797
	Iteration 0F: 3 clusters Score -1335217 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1337094.125000 Penalty: 4498.341797
	Iteration 1F: 3 clusters Score -1337094 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1337347.500000 Penalty: 4498.341797
	Iteration 2F: 3 clusters Score -1337348 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1337525.500000 Penalty: 4498.341797
	Iteration 3Q: 3 clusters Score -1337526 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1337646.500000 Penalty: 4498.341797
	Iteration 4Q: 3 clusters Score -1337646 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1337729.250000 Penalty: 4498.341797
	Iteration 5Q: 3 clusters Score -1337729 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1337810.000000 Penalty: 4498.341797
	Iteration 6Q: 3 clusters Score -1337810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1337881.500000 Penalty: 4498.341797
	Iteration 7Q: 3 clusters Score -1337882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1337957.500000 Penalty: 4498.341797
	Iteration 8Q: 3 clusters Score -1337958 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1338039.000000 Penalty: 4498.341797
	Iteration 9Q: 3 clusters Score -1338039 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1338123.750000 Penalty: 4498.341797
	Iteration 10Q: 3 clusters Score -1338124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1338193.625000 Penalty: 4498.341797
	Iteration 11Q: 3 clusters Score -1338194 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1338277.375000 Penalty: 4498.341797
	Iteration 12Q: 3 clusters Score -1338277 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1338365.875000 Penalty: 4498.341797
	Iteration 13Q: 3 clusters Score -1338366 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1338452.500000 Penalty: 4498.341797
	Iteration 14Q: 3 clusters Score -1338452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1338552.500000 Penalty: 4498.341797
	Iteration 15Q: 3 clusters Score -1338552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1338671.625000 Penalty: 4498.341797
	Iteration 16Q: 3 clusters Score -1338672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1338794.625000 Penalty: 4498.341797
	Iteration 17Q: 3 clusters Score -1338795 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1338947.125000 Penalty: 4498.341797
	Iteration 18Q: 3 clusters Score -1338947 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1339086.125000 Penalty: 4498.341797
	Iteration 19Q: 3 clusters Score -1339086 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1339265.000000 Penalty: 4498.341797
	Iteration 20F: 3 clusters Score -1339265 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1339439.625000 Penalty: 4498.341797
	Iteration 21Q: 3 clusters Score -1339440 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1339610.625000 Penalty: 4498.341797
	Iteration 22Q: 3 clusters Score -1339611 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1339742.500000 Penalty: 4498.341797
	Iteration 23Q: 3 clusters Score -1339742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1339850.375000 Penalty: 4498.341797
	Iteration 24Q: 3 clusters Score -1339850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1339920.125000 Penalty: 4498.341797
	Iteration 25Q: 3 clusters Score -1339920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1339963.625000 Penalty: 4498.341797
	Iteration 26Q: 3 clusters Score -1339964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1339989.125000 Penalty: 4498.341797
	Iteration 27Q: 3 clusters Score -1339989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1340011.750000 Penalty: 4498.341797
	Iteration 28Q: 3 clusters Score -1340012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1340032.125000 Penalty: 4498.341797
	Iteration 29Q: 3 clusters Score -1340032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1340049.375000 Penalty: 4498.341797
	Iteration 30Q: 3 clusters Score -1340049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1340068.250000 Penalty: 4498.341797
	Iteration 31Q: 3 clusters Score -1340068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1340094.625000 Penalty: 4498.341797
	Iteration 32Q: 3 clusters Score -1340095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1340108.250000 Penalty: 4498.341797
	Iteration 33Q: 3 clusters Score -1340108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1340119.500000 Penalty: 4498.341797
	Iteration 34Q: 3 clusters Score -1340120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1340131.750000 Penalty: 4498.341797
	Iteration 35Q: 3 clusters Score -1340132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1340140.375000 Penalty: 4498.341797
	Iteration 36Q: 3 clusters Score -1340140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1340152.500000 Penalty: 4498.341797
	Iteration 37Q: 3 clusters Score -1340152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1340157.625000 Penalty: 4498.341797
	Iteration 38Q: 3 clusters Score -1340158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1340165.125000 Penalty: 4498.341797
	Iteration 39Q: 3 clusters Score -1340165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1340167.875000 Penalty: 4498.341797
	Iteration 40F: 3 clusters Score -1340168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1340177.375000 Penalty: 4498.341797
	Iteration 41Q: 3 clusters Score -1340177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1340179.250000 Penalty: 4498.341797
	Iteration 42Q: 3 clusters Score -1340179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1340184.500000 Penalty: 4498.341797
	Iteration 43Q: 3 clusters Score -1340184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1340188.125000 Penalty: 4498.341797
	Iteration 44Q: 3 clusters Score -1340188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1340188.250000 Penalty: 4498.341797
	Iteration 45Q: 3 clusters Score -1340188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1340194.500000 Penalty: 4498.341797
	Iteration 46Q: 3 clusters Score -1340194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1340194.000000 Penalty: 4498.341797
	Iteration 47Q: 3 clusters Score -1340194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1340194.000000 Penalty: 4498.341797
	Iteration 48F: 3 clusters Score -1340194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -239231.093750 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -239231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236851.218750 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -236851.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237420.078125 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -237420.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -237661.937500 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -237661.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -237811.968750 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -237812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -237971.078125 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -237971.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -238115.031250 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -238115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -238229.265625 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -238229.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -238298.218750 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -238298.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238350.671875 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -238350.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -238397.875000 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -238397.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -238447.984375 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -238448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -238499.828125 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -238499.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -238563.828125 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -238563.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -238608.078125 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -238608.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238639.531250 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -238639.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -238664.359375 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -238664.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -238687.375000 Penalty: 3684.748047
	Iteration 16Q: 3 clusters Score -238687.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -238709.593750 Penalty: 3684.748047
	Iteration 17Q: 3 clusters Score -238709.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -238727.781250 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -238727.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -238741.062500 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -238741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -238752.328125 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -238752.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -238762.671875 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -238762.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -238772.218750 Penalty: 3684.748047
	Iteration 22Q: 3 clusters Score -238772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -238779.000000 Penalty: 3684.748047
	Iteration 23Q: 3 clusters Score -238779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -238782.078125 Penalty: 3684.748047
	Iteration 24Q: 3 clusters Score -238782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -238787.859375 Penalty: 3684.748047
	Iteration 25Q: 3 clusters Score -238787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -238798.218750 Penalty: 3684.748047
	Iteration 26Q: 3 clusters Score -238798.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -238805.500000 Penalty: 3684.748047
	Iteration 27Q: 3 clusters Score -238805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -238811.437500 Penalty: 3684.748047
	Iteration 28Q: 3 clusters Score -238811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -238815.000000 Penalty: 3684.748047
	Iteration 29Q: 3 clusters Score -238815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -238816.046875 Penalty: 3684.748047
	Iteration 30Q: 3 clusters Score -238816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -238817.031250 Penalty: 3684.748047
	Iteration 31Q: 3 clusters Score -238817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -238817.031250 Penalty: 3684.748047
	Iteration 32F: 3 clusters Score -238817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -110345.320312 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -110345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108773.476562 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -108773.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109393.710938 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -109393.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109992.382812 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -109992.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110512.109375 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -110512.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110887.843750 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -110887.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111188.710938 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -111188.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111257.851562 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -111257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111264.937500 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -111264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111265.390625 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -111265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111265.390625 Penalty: 3366.211670
	Iteration 9F: 3 clusters Score -111265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 583 members 
Mstep: Class 38 contains 403 members 
Entering Unmasked Estep 
Score: -70334960.000000 Penalty: 123100.109375
Splitting cluster 12 changes total score from -70335120.000000 to -70334960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -316304.906250 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -316304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -313685.437500 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -313685.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314237.593750 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -314237.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -314415.062500 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -314415.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -314506.656250 Penalty: 3797.308594
	Iteration 3Q: 3 clusters Score -314506.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -314576.406250 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -314576.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -314641.156250 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -314641.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -314714.468750 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -314714.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -314789.968750 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -314790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -314848.062500 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -314848.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314883.937500 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -314883.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -314909.062500 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -314909.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -314935.500000 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -314935.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -314957.437500 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -314957.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -314976.687500 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -314976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -315002.531250 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -315002.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -315017.437500 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -315017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -315027.156250 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -315027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315035.562500 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -315035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315040.218750 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -315040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -315049.031250 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -315049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -315060.156250 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -315060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -315068.656250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -315068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315070.500000 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -315070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315072.812500 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -315072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315075.531250 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -315075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315077.687500 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -315077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315077.375000 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -315077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315078.937500 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -315078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315079.312500 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -315079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315079.312500 Penalty: 3797.308594
	Iteration 29F: 3 clusters Score -315079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -351461.750000 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -351461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -348601.375000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -348601.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -349168.000000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -349168 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -349393.718750 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -349393.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -349655.000000 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -349655 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -349965.406250 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -349965.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -350309.687500 Penalty: 3871.313232
	Iteration 5F: 3 clusters Score -350309.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -350634.656250 Penalty: 3871.313232
	Iteration 6F: 3 clusters Score -350634.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -350828.562500 Penalty: 3871.313232
	Iteration 7F: 3 clusters Score -350828.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -350939.250000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -350939.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -350995.937500 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -350995.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -351042.312500 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -351042.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351075.937500 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -351075.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -351096.250000 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -351096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -351107.406250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -351107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -351113.031250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -351113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -351115.187500 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -351115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -351115.812500 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -351115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -351116.718750 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -351116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -351118.312500 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -351118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -351119.531250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -351119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -351120.750000 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -351120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -351121.343750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -351121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -351122.187500 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -351122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351122.750000 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -351122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351122.750000 Penalty: 3871.313232
	Iteration 24F: 3 clusters Score -351122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -660747.000000 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -660747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -656552.062500 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -656552.1 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -657490.437500 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -657490.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -657698.625000 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -657698.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -657874.875000 Penalty: 4166.838379
	Iteration 3F: 3 clusters Score -657874.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -658046.000000 Penalty: 4166.838379
	Iteration 4Q: 3 clusters Score -658046 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -658175.250000 Penalty: 4166.838379
	Iteration 5Q: 3 clusters Score -658175.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -658314.625000 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -658314.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -658459.937500 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -658459.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -658640.625000 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -658640.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -658837.437500 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -658837.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -659127.937500 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -659127.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -659436.750000 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -659436.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -659648.062500 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -659648.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -659797.937500 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -659797.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -659903.812500 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -659903.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -659957.562500 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -659957.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -659989.687500 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -659989.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -660009.312500 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -660009.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -660029.750000 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -660029.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -660051.000000 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -660051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -660071.062500 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -660071.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -660085.437500 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -660085.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -660094.125000 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -660094.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -660103.750000 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -660103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -660110.437500 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -660110.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -660114.000000 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -660114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -660123.500000 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -660123.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -660129.687500 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -660129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -660135.875000 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -660135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -660141.562500 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -660141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -660144.812500 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -660144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -660144.625000 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -660144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -660146.125000 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -660146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -660146.687500 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -660146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -660147.437500 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -660147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -660148.437500 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -660148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -660148.437500 Penalty: 4166.838379
	Iteration 36F: 3 clusters Score -660148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -129567.140625 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -129567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127779.835938 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -127779.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128530.757812 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -128530.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128790.687500 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -128790.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128903.203125 Penalty: 3435.095215
	Iteration 3Q: 3 clusters Score -128903.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128949.257812 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -128949.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128990.539062 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -128990.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129030.312500 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -129030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129075.695312 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -129075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129126.578125 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -129126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129169.710938 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -129169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129186.335938 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -129186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129194.171875 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -129194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129195.992188 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -129196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129197.585938 Penalty: 3435.095215
	Iteration 13F: 3 clusters Score -129197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129203.101562 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -129203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129217.125000 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -129217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129223.437500 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -129223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129227.703125 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -129227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129229.054688 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -129229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129229.054688 Penalty: 3435.095215
	Iteration 19F: 3 clusters Score -129229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -102678.476562 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -102678.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101044.312500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -101044.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101558.351562 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -101558.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -101882.632812 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -101882.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102093.078125 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -102093.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -102217.429688 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -102217.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -102277.937500 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -102277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102307.375000 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -102307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102330.250000 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -102330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102340.976562 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -102341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102341.351562 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -102341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102341.351562 Penalty: 3356.602051
	Iteration 10F: 3 clusters Score -102341.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -75071.234375 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -75071.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73539.789062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -73539.79 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73892.062500 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -73892.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74085.187500 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -74085.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74179.101562 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -74179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74221.484375 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -74221.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74257.343750 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -74257.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74292.765625 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -74292.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74313.226562 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -74313.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74321.101562 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -74321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74326.820312 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -74326.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74332.414062 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -74332.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74332.414062 Penalty: 3165.380615
	Iteration 11F: 3 clusters Score -74332.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Entering Unmasked Estep 
Score: -3212894.500000 Penalty: 2464.260986
	Iteration 0F: 2 clusters Score -3212894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3198334.500000 Penalty: 4928.521973
	Iteration 0F: 3 clusters Score -3198334 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3203196.250000 Penalty: 4928.521973
	Iteration 1F: 3 clusters Score -3203196 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3203576.250000 Penalty: 4928.521973
	Iteration 2F: 3 clusters Score -3203576 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3203866.000000 Penalty: 4928.521973
	Iteration 3Q: 3 clusters Score -3203866 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3204139.000000 Penalty: 4928.521973
	Iteration 4Q: 3 clusters Score -3204139 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3204408.500000 Penalty: 4928.521973
	Iteration 5Q: 3 clusters Score -3204408 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3204725.500000 Penalty: 4928.521973
	Iteration 6Q: 3 clusters Score -3204726 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3205192.500000 Penalty: 4928.521973
	Iteration 7Q: 3 clusters Score -3205192 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3205779.500000 Penalty: 4928.521973
	Iteration 8F: 3 clusters Score -3205780 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3206588.750000 Penalty: 4928.521973
	Iteration 9F: 3 clusters Score -3206589 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3207696.000000 Penalty: 4928.521973
	Iteration 10F: 3 clusters Score -3207696 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3208809.000000 Penalty: 4928.521973
	Iteration 11F: 3 clusters Score -3208809 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3209667.250000 Penalty: 4928.521973
	Iteration 12Q: 3 clusters Score -3209667 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3210184.500000 Penalty: 4928.521973
	Iteration 13Q: 3 clusters Score -3210184 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3210463.250000 Penalty: 4928.521973
	Iteration 14Q: 3 clusters Score -3210463 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3210627.000000 Penalty: 4928.521973
	Iteration 15Q: 3 clusters Score -3210627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3210748.000000 Penalty: 4928.521973
	Iteration 16Q: 3 clusters Score -3210748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3210843.250000 Penalty: 4928.521973
	Iteration 17Q: 3 clusters Score -3210843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3210916.750000 Penalty: 4928.521973
	Iteration 18Q: 3 clusters Score -3210917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3210990.500000 Penalty: 4928.521973
	Iteration 19Q: 3 clusters Score -3210990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3211074.250000 Penalty: 4928.521973
	Iteration 20F: 3 clusters Score -3211074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3211147.000000 Penalty: 4928.521973
	Iteration 21Q: 3 clusters Score -3211147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3211191.500000 Penalty: 4928.521973
	Iteration 22Q: 3 clusters Score -3211192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3211265.000000 Penalty: 4928.521973
	Iteration 23Q: 3 clusters Score -3211265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3211334.000000 Penalty: 4928.521973
	Iteration 24Q: 3 clusters Score -3211334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3211392.500000 Penalty: 4928.521973
	Iteration 25Q: 3 clusters Score -3211392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3211460.250000 Penalty: 4928.521973
	Iteration 26Q: 3 clusters Score -3211460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3211498.750000 Penalty: 4928.521973
	Iteration 27Q: 3 clusters Score -3211499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3211517.000000 Penalty: 4928.521973
	Iteration 28Q: 3 clusters Score -3211517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3211531.000000 Penalty: 4928.521973
	Iteration 29Q: 3 clusters Score -3211531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3211535.500000 Penalty: 4928.521973
	Iteration 30Q: 3 clusters Score -3211536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3211543.250000 Penalty: 4928.521973
	Iteration 31Q: 3 clusters Score -3211543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3211548.750000 Penalty: 4928.521973
	Iteration 32Q: 3 clusters Score -3211549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3211546.500000 Penalty: 4928.521973
	Iteration 33Q: 3 clusters Score -3211546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3211547.500000 Penalty: 4928.521973
	Iteration 34Q: 3 clusters Score -3211548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3211547.000000 Penalty: 4928.521973
	Iteration 35Q: 3 clusters Score -3211547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3211547.000000 Penalty: 4928.521973
	Iteration 36Q: 3 clusters Score -3211547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3211548.750000 Penalty: 4928.521973
	Iteration 37Q: 3 clusters Score -3211549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3211549.750000 Penalty: 4928.521973
	Iteration 38Q: 3 clusters Score -3211550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3211549.750000 Penalty: 4928.521973
	Iteration 39F: 3 clusters Score -3211550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -1562048.125000 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -1562048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1554190.000000 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -1554190 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1556716.500000 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -1556716 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1557249.375000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -1557249 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1557691.250000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -1557691 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1558058.375000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -1558058 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1558412.250000 Penalty: 4582.941895
	Iteration 5F: 3 clusters Score -1558412 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1558732.000000 Penalty: 4582.941895
	Iteration 6F: 3 clusters Score -1558732 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1558998.125000 Penalty: 4582.941895
	Iteration 7Q: 3 clusters Score -1558998 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1559216.375000 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -1559216 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1559422.625000 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -1559423 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1559577.750000 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -1559578 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1559706.875000 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -1559707 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1559842.500000 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -1559842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1559951.125000 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -1559951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1560045.750000 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -1560046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1560136.625000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -1560137 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1560206.375000 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -1560206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1560271.000000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -1560271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1560322.375000 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -1560322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1560367.750000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -1560368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1560420.000000 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -1560420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1560473.125000 Penalty: 4582.941895
	Iteration 21Q: 3 clusters Score -1560473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1560508.250000 Penalty: 4582.941895
	Iteration 22Q: 3 clusters Score -1560508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1560536.250000 Penalty: 4582.941895
	Iteration 23Q: 3 clusters Score -1560536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1560565.250000 Penalty: 4582.941895
	Iteration 24Q: 3 clusters Score -1560565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1560578.250000 Penalty: 4582.941895
	Iteration 25Q: 3 clusters Score -1560578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1560598.500000 Penalty: 4582.941895
	Iteration 26Q: 3 clusters Score -1560598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1560617.750000 Penalty: 4582.941895
	Iteration 27Q: 3 clusters Score -1560618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1560631.375000 Penalty: 4582.941895
	Iteration 28Q: 3 clusters Score -1560631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1560637.625000 Penalty: 4582.941895
	Iteration 29Q: 3 clusters Score -1560638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1560646.750000 Penalty: 4582.941895
	Iteration 30Q: 3 clusters Score -1560647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1560654.000000 Penalty: 4582.941895
	Iteration 31Q: 3 clusters Score -1560654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1560659.875000 Penalty: 4582.941895
	Iteration 32Q: 3 clusters Score -1560660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1560666.250000 Penalty: 4582.941895
	Iteration 33Q: 3 clusters Score -1560666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1560669.250000 Penalty: 4582.941895
	Iteration 34Q: 3 clusters Score -1560669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1560667.625000 Penalty: 4582.941895
	Iteration 35Q: 3 clusters Score -1560668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1560671.500000 Penalty: 4582.941895
	Iteration 36Q: 3 clusters Score -1560672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1560674.000000 Penalty: 4582.941895
	Iteration 37Q: 3 clusters Score -1560674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1560675.250000 Penalty: 4582.941895
	Iteration 38Q: 3 clusters Score -1560675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1560679.875000 Penalty: 4582.941895
	Iteration 39Q: 3 clusters Score -1560680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1560681.500000 Penalty: 4582.941895
	Iteration 40F: 3 clusters Score -1560682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1560685.125000 Penalty: 4582.941895
	Iteration 41Q: 3 clusters Score -1560685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1560684.875000 Penalty: 4582.941895
	Iteration 42Q: 3 clusters Score -1560685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1560687.250000 Penalty: 4582.941895
	Iteration 43Q: 3 clusters Score -1560687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1560687.750000 Penalty: 4582.941895
	Iteration 44Q: 3 clusters Score -1560688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1560689.000000 Penalty: 4582.941895
	Iteration 45Q: 3 clusters Score -1560689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1560689.000000 Penalty: 4582.941895
	Iteration 46F: 3 clusters Score -1560689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -205126.937500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -205126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202927.343750 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -202927.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -203313.656250 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -203313.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -203391.796875 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -203391.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -203429.437500 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -203429.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -203454.734375 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -203454.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -203473.375000 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -203473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203487.437500 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -203487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203498.265625 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -203498.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -203512.500000 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -203512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203520.031250 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -203520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -203523.531250 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -203523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -203527.500000 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -203527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -203530.500000 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -203530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -203537.093750 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -203537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -203542.015625 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -203542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -203548.109375 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -203548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -203555.203125 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -203555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203565.718750 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -203565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -203569.234375 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -203569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -203571.468750 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -203571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203576.812500 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -203576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -203583.000000 Penalty: 3607.798096
	Iteration 21Q: 3 clusters Score -203583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -203589.015625 Penalty: 3607.798096
	Iteration 22Q: 3 clusters Score -203589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203598.093750 Penalty: 3607.798096
	Iteration 23Q: 3 clusters Score -203598.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203609.640625 Penalty: 3607.798096
	Iteration 24Q: 3 clusters Score -203609.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203623.234375 Penalty: 3607.798096
	Iteration 25Q: 3 clusters Score -203623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203638.609375 Penalty: 3607.798096
	Iteration 26Q: 3 clusters Score -203638.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203653.687500 Penalty: 3607.798096
	Iteration 27Q: 3 clusters Score -203653.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203663.265625 Penalty: 3607.798096
	Iteration 28Q: 3 clusters Score -203663.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203685.265625 Penalty: 3607.798096
	Iteration 29Q: 3 clusters Score -203685.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -203700.984375 Penalty: 3607.798096
	Iteration 30Q: 3 clusters Score -203701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -203714.906250 Penalty: 3607.798096
	Iteration 31Q: 3 clusters Score -203714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203723.453125 Penalty: 3607.798096
	Iteration 32Q: 3 clusters Score -203723.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -203737.781250 Penalty: 3607.798096
	Iteration 33Q: 3 clusters Score -203737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203753.375000 Penalty: 3607.798096
	Iteration 34Q: 3 clusters Score -203753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203778.812500 Penalty: 3607.798096
	Iteration 35Q: 3 clusters Score -203778.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -203797.906250 Penalty: 3607.798096
	Iteration 36Q: 3 clusters Score -203797.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203822.296875 Penalty: 3607.798096
	Iteration 37Q: 3 clusters Score -203822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203835.796875 Penalty: 3607.798096
	Iteration 38Q: 3 clusters Score -203835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -203849.625000 Penalty: 3607.798096
	Iteration 39Q: 3 clusters Score -203849.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -203874.812500 Penalty: 3607.798096
	Iteration 40F: 3 clusters Score -203874.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -203934.156250 Penalty: 3607.798096
	Iteration 41Q: 3 clusters Score -203934.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204044.203125 Penalty: 3607.798096
	Iteration 42Q: 3 clusters Score -204044.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -204154.234375 Penalty: 3607.798096
	Iteration 43Q: 3 clusters Score -204154.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204220.484375 Penalty: 3607.798096
	Iteration 44Q: 3 clusters Score -204220.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -204294.296875 Penalty: 3607.798096
	Iteration 45Q: 3 clusters Score -204294.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -204398.687500 Penalty: 3607.798096
	Iteration 46Q: 3 clusters Score -204398.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204489.515625 Penalty: 3607.798096
	Iteration 47Q: 3 clusters Score -204489.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204547.750000 Penalty: 3607.798096
	Iteration 48Q: 3 clusters Score -204547.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -204592.937500 Penalty: 3607.798096
	Iteration 49Q: 3 clusters Score -204592.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204616.531250 Penalty: 3607.798096
	Iteration 50Q: 3 clusters Score -204616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204625.937500 Penalty: 3607.798096
	Iteration 51Q: 3 clusters Score -204625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204633.015625 Penalty: 3607.798096
	Iteration 52Q: 3 clusters Score -204633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204637.656250 Penalty: 3607.798096
	Iteration 53Q: 3 clusters Score -204637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204639.453125 Penalty: 3607.798096
	Iteration 54Q: 3 clusters Score -204639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -204640.718750 Penalty: 3607.798096
	Iteration 55Q: 3 clusters Score -204640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -204641.890625 Penalty: 3607.798096
	Iteration 56Q: 3 clusters Score -204641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -204641.890625 Penalty: 3607.798096
	Iteration 57F: 3 clusters Score -204641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Entering Unmasked Estep 
Score: -3781768.250000 Penalty: 2512.226562
	Iteration 0F: 2 clusters Score -3781768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3764398.500000 Penalty: 5024.453125
	Iteration 0F: 3 clusters Score -3764398 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3770458.250000 Penalty: 5024.453125
	Iteration 1F: 3 clusters Score -3770458 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3770906.000000 Penalty: 5024.453125
	Iteration 2F: 3 clusters Score -3770906 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3771248.000000 Penalty: 5024.453125
	Iteration 3Q: 3 clusters Score -3771248 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3771569.750000 Penalty: 5024.453125
	Iteration 4Q: 3 clusters Score -3771570 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3771880.000000 Penalty: 5024.453125
	Iteration 5Q: 3 clusters Score -3771880 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3772264.750000 Penalty: 5024.453125
	Iteration 6Q: 3 clusters Score -3772265 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3772831.000000 Penalty: 5024.453125
	Iteration 7Q: 3 clusters Score -3772831 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3773647.000000 Penalty: 5024.453125
	Iteration 8F: 3 clusters Score -3773647 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3774760.500000 Penalty: 5024.453125
	Iteration 9F: 3 clusters Score -3774760 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3776093.250000 Penalty: 5024.453125
	Iteration 10F: 3 clusters Score -3776093 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3777333.250000 Penalty: 5024.453125
	Iteration 11F: 3 clusters Score -3777333 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3778257.250000 Penalty: 5024.453125
	Iteration 12Q: 3 clusters Score -3778257 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3778819.000000 Penalty: 5024.453125
	Iteration 13Q: 3 clusters Score -3778819 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3779121.750000 Penalty: 5024.453125
	Iteration 14Q: 3 clusters Score -3779122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3779318.500000 Penalty: 5024.453125
	Iteration 15Q: 3 clusters Score -3779318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3779427.500000 Penalty: 5024.453125
	Iteration 16Q: 3 clusters Score -3779428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3779485.500000 Penalty: 5024.453125
	Iteration 17Q: 3 clusters Score -3779486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3779534.250000 Penalty: 5024.453125
	Iteration 18Q: 3 clusters Score -3779534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3779549.500000 Penalty: 5024.453125
	Iteration 19Q: 3 clusters Score -3779550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3779559.500000 Penalty: 5024.453125
	Iteration 20F: 3 clusters Score -3779560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3779563.500000 Penalty: 5024.453125
	Iteration 21Q: 3 clusters Score -3779564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3779572.250000 Penalty: 5024.453125
	Iteration 22Q: 3 clusters Score -3779572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3779576.000000 Penalty: 5024.453125
	Iteration 23Q: 3 clusters Score -3779576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3779582.750000 Penalty: 5024.453125
	Iteration 24Q: 3 clusters Score -3779583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3779593.250000 Penalty: 5024.453125
	Iteration 25Q: 3 clusters Score -3779593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3779593.750000 Penalty: 5024.453125
	Iteration 26Q: 3 clusters Score -3779594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3779593.500000 Penalty: 5024.453125
	Iteration 27Q: 3 clusters Score -3779594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3779594.250000 Penalty: 5024.453125
	Iteration 28Q: 3 clusters Score -3779594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3779594.250000 Penalty: 5024.453125
	Iteration 29F: 3 clusters Score -3779594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -51330.710938 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -51330.71 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 216 members 
Entering Unmasked Estep 
Score: -50122.773438 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -50122.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50403.023438 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -50403.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50477.695312 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -50477.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50534.007812 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -50534.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50573.113281 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -50573.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50601.539062 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -50601.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50633.468750 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -50633.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50670.132812 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -50670.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50706.457031 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -50706.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50727.722656 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -50727.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50768.882812 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -50768.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50793.031250 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -50793.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50808.695312 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -50808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50822.210938 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -50822.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50828.652344 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -50828.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50831.394531 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -50831.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50834.406250 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -50834.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50834.406250 Penalty: 2991.219971
	Iteration 17F: 3 clusters Score -50834.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -776072.625000 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -776072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -771394.812500 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -771394.8 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -772645.562500 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -772645.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -773019.062500 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -773019.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -773312.062500 Penalty: 4256.321777
	Iteration 3F: 3 clusters Score -773312.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -773549.687500 Penalty: 4256.321777
	Iteration 4F: 3 clusters Score -773549.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -773745.500000 Penalty: 4256.321777
	Iteration 5Q: 3 clusters Score -773745.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -773920.500000 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -773920.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -774100.687500 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -774100.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -774267.812500 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -774267.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -774417.500000 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -774417.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -774544.812500 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -774544.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -774630.437500 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -774630.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -774698.125000 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -774698.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -774740.125000 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -774740.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -774768.750000 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -774768.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -774792.562500 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -774792.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -774805.250000 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -774805.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -774813.937500 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -774813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -774819.812500 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -774819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -774825.125000 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -774825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -774830.312500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -774830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -774834.750000 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -774834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -774837.625000 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -774837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -774843.625000 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -774843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -774849.000000 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -774849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -774855.437500 Penalty: 4256.321777
	Iteration 25Q: 3 clusters Score -774855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -774864.375000 Penalty: 4256.321777
	Iteration 26Q: 3 clusters Score -774864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -774866.312500 Penalty: 4256.321777
	Iteration 27Q: 3 clusters Score -774866.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -774872.437500 Penalty: 4256.321777
	Iteration 28Q: 3 clusters Score -774872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -774872.687500 Penalty: 4256.321777
	Iteration 29Q: 3 clusters Score -774872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -774874.375000 Penalty: 4256.321777
	Iteration 30Q: 3 clusters Score -774874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -774873.062500 Penalty: 4256.321777
	Iteration 31Q: 3 clusters Score -774873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -774873.062500 Penalty: 4256.321777
	Iteration 32F: 3 clusters Score -774873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -287614.093750 Penalty: 1880.266479
	Iteration 0F: 2 clusters Score -287614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -285062.437500 Penalty: 3760.532959
	Iteration 0F: 3 clusters Score -285062.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -285620.031250 Penalty: 3760.532959
	Iteration 1F: 3 clusters Score -285620 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -285819.468750 Penalty: 3760.532959
	Iteration 2F: 3 clusters Score -285819.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -285937.062500 Penalty: 3760.532959
	Iteration 3F: 3 clusters Score -285937.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -286010.531250 Penalty: 3760.532959
	Iteration 4Q: 3 clusters Score -286010.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -286102.062500 Penalty: 3760.532959
	Iteration 5Q: 3 clusters Score -286102.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286231.468750 Penalty: 3760.532959
	Iteration 6Q: 3 clusters Score -286231.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -286382.843750 Penalty: 3760.532959
	Iteration 7Q: 3 clusters Score -286382.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -286544.656250 Penalty: 3760.532959
	Iteration 8Q: 3 clusters Score -286544.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -286691.093750 Penalty: 3760.532959
	Iteration 9Q: 3 clusters Score -286691.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -286798.375000 Penalty: 3760.532959
	Iteration 10Q: 3 clusters Score -286798.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -286887.218750 Penalty: 3760.532959
	Iteration 11Q: 3 clusters Score -286887.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -286935.062500 Penalty: 3760.532959
	Iteration 12Q: 3 clusters Score -286935.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -286952.968750 Penalty: 3760.532959
	Iteration 13Q: 3 clusters Score -286953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -286962.750000 Penalty: 3760.532959
	Iteration 14Q: 3 clusters Score -286962.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -286969.968750 Penalty: 3760.532959
	Iteration 15Q: 3 clusters Score -286970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -286976.468750 Penalty: 3760.532959
	Iteration 16Q: 3 clusters Score -286976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -286977.312500 Penalty: 3760.532959
	Iteration 17Q: 3 clusters Score -286977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -286978.531250 Penalty: 3760.532959
	Iteration 18Q: 3 clusters Score -286978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -286978.531250 Penalty: 3760.532959
	Iteration 19F: 3 clusters Score -286978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -114730.054688 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -114730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112934.421875 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -112934.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113203.265625 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -113203.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113429.796875 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -113429.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113864.750000 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -113864.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -114188.289062 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -114188.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -114350.695312 Penalty: 3331.430908
	Iteration 5F: 3 clusters Score -114350.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -114445.781250 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -114445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -114475.828125 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -114475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -114500.375000 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -114500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -114516.585938 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -114516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -114529.117188 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -114529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -114536.375000 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -114536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -114541.109375 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -114541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -114542.632812 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -114542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -114542.632812 Penalty: 3331.430908
	Iteration 14F: 3 clusters Score -114542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -34813.324219 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -34813.32 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 115 members 
Entering Unmasked Estep 
Score: -33609.417969 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -33609.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33721.617188 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -33721.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33749.835938 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -33749.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33765.187500 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -33765.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33769.089844 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -33769.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33769.089844 Penalty: 2752.341797
	Iteration 5F: 3 clusters Score -33769.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27746.195312 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26575.427734 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26575.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26709.927734 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26709.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26784.964844 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -26784.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26861.402344 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26941.216797 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26941.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26963.822266 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -26963.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27020.363281 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -27020.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27085.312500 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -27085.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27153.210938 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -27153.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27200.466797 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -27200.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27200.716797 Penalty: 2776.817383
	Iteration 10F: 3 clusters Score -27200.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27216.042969 Penalty: 2776.817383
	Iteration 11Q: 3 clusters Score -27216.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27231.658203 Penalty: 2776.817383
	Iteration 12Q: 3 clusters Score -27231.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27254.179688 Penalty: 2776.817383
	Iteration 13Q: 3 clusters Score -27254.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27254.179688 Penalty: 2776.817383
	Iteration 14F: 3 clusters Score -27254.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (99187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Entering Unmasked Estep 
Score: -15249048.000000 Penalty: 2853.181152
	Iteration 0F: 2 clusters Score -1.524905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -15182916.000000 Penalty: 5706.362305
	Iteration 0F: 3 clusters Score -1.518292e+07 nChanged 46746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -15210429.000000 Penalty: 5706.362305
	Iteration 1F: 3 clusters Score -1.521043e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -15211648.000000 Penalty: 5706.362305
	Iteration 2Q: 3 clusters Score -1.521165e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -15213254.000000 Penalty: 5706.362305
	Iteration 3Q: 3 clusters Score -1.521325e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -15215401.000000 Penalty: 5706.362305
	Iteration 4Q: 3 clusters Score -1.52154e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -15217922.000000 Penalty: 5706.362305
	Iteration 5F: 3 clusters Score -1.521792e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -15220985.000000 Penalty: 5706.362305
	Iteration 6F: 3 clusters Score -1.522098e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -15224406.000000 Penalty: 5706.362305
	Iteration 7F: 3 clusters Score -1.522441e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -15227966.000000 Penalty: 5706.362305
	Iteration 8F: 3 clusters Score -1.522797e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -15230869.000000 Penalty: 5706.362305
	Iteration 9F: 3 clusters Score -1.523087e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -15232693.000000 Penalty: 5706.362305
	Iteration 10Q: 3 clusters Score -1.523269e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -15233597.000000 Penalty: 5706.362305
	Iteration 11Q: 3 clusters Score -1.52336e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -15234041.000000 Penalty: 5706.362305
	Iteration 12Q: 3 clusters Score -1.523404e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -15234411.000000 Penalty: 5706.362305
	Iteration 13Q: 3 clusters Score -1.523441e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -15234687.000000 Penalty: 5706.362305
	Iteration 14Q: 3 clusters Score -1.523469e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -15235010.000000 Penalty: 5706.362305
	Iteration 15Q: 3 clusters Score -1.523501e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -15235452.000000 Penalty: 5706.362305
	Iteration 16Q: 3 clusters Score -1.523545e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -15235817.000000 Penalty: 5706.362305
	Iteration 17Q: 3 clusters Score -1.523582e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -15236250.000000 Penalty: 5706.362305
	Iteration 18Q: 3 clusters Score -1.523625e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -15236629.000000 Penalty: 5706.362305
	Iteration 19Q: 3 clusters Score -1.523663e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -15236949.000000 Penalty: 5706.362305
	Iteration 20F: 3 clusters Score -1.523695e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -15237326.000000 Penalty: 5706.362305
	Iteration 21Q: 3 clusters Score -1.523733e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -15237645.000000 Penalty: 5706.362305
	Iteration 22Q: 3 clusters Score -1.523764e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -15238047.000000 Penalty: 5706.362305
	Iteration 23Q: 3 clusters Score -1.523805e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -15238240.000000 Penalty: 5706.362305
	Iteration 24Q: 3 clusters Score -1.523824e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -15238455.000000 Penalty: 5706.362305
	Iteration 25Q: 3 clusters Score -1.523846e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -15238527.000000 Penalty: 5706.362305
	Iteration 26Q: 3 clusters Score -1.523853e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -15238628.000000 Penalty: 5706.362305
	Iteration 27Q: 3 clusters Score -1.523863e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -15238680.000000 Penalty: 5706.362305
	Iteration 28Q: 3 clusters Score -1.523868e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -15238758.000000 Penalty: 5706.362305
	Iteration 29Q: 3 clusters Score -1.523876e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -15238860.000000 Penalty: 5706.362305
	Iteration 30Q: 3 clusters Score -1.523886e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -15238937.000000 Penalty: 5706.362305
	Iteration 31Q: 3 clusters Score -1.523894e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -15238999.000000 Penalty: 5706.362305
	Iteration 32Q: 3 clusters Score -1.5239e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -15239063.000000 Penalty: 5706.362305
	Iteration 33Q: 3 clusters Score -1.523906e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -15239084.000000 Penalty: 5706.362305
	Iteration 34Q: 3 clusters Score -1.523908e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -15239155.000000 Penalty: 5706.362305
	Iteration 35Q: 3 clusters Score -1.523916e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -15239200.000000 Penalty: 5706.362305
	Iteration 36Q: 3 clusters Score -1.52392e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -15239272.000000 Penalty: 5706.362305
	Iteration 37Q: 3 clusters Score -1.523927e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -15239284.000000 Penalty: 5706.362305
	Iteration 38Q: 3 clusters Score -1.523928e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -15239357.000000 Penalty: 5706.362305
	Iteration 39Q: 3 clusters Score -1.523936e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -15239380.000000 Penalty: 5706.362305
	Iteration 40F: 3 clusters Score -1.523938e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -15239414.000000 Penalty: 5706.362305
	Iteration 41Q: 3 clusters Score -1.523941e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -15239537.000000 Penalty: 5706.362305
	Iteration 42Q: 3 clusters Score -1.523954e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -15239534.000000 Penalty: 5706.362305
	Iteration 43Q: 3 clusters Score -1.523953e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -15239621.000000 Penalty: 5706.362305
	Iteration 44Q: 3 clusters Score -1.523962e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -15239667.000000 Penalty: 5706.362305
	Iteration 45Q: 3 clusters Score -1.523967e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -15239703.000000 Penalty: 5706.362305
	Iteration 46Q: 3 clusters Score -1.52397e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -15239744.000000 Penalty: 5706.362305
	Iteration 47Q: 3 clusters Score -1.523974e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -15239763.000000 Penalty: 5706.362305
	Iteration 48Q: 3 clusters Score -1.523976e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -15239792.000000 Penalty: 5706.362305
	Iteration 49Q: 3 clusters Score -1.523979e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -15239773.000000 Penalty: 5706.362305
	Iteration 50Q: 3 clusters Score -1.523977e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -15239804.000000 Penalty: 5706.362305
	Iteration 51Q: 3 clusters Score -1.52398e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -15239834.000000 Penalty: 5706.362305
	Iteration 52Q: 3 clusters Score -1.523983e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -15239839.000000 Penalty: 5706.362305
	Iteration 53Q: 3 clusters Score -1.523984e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -15239889.000000 Penalty: 5706.362305
	Iteration 54Q: 3 clusters Score -1.523989e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -15239926.000000 Penalty: 5706.362305
	Iteration 55Q: 3 clusters Score -1.523993e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -15240041.000000 Penalty: 5706.362305
	Iteration 56Q: 3 clusters Score -1.524004e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -15240072.000000 Penalty: 5706.362305
	Iteration 57Q: 3 clusters Score -1.524007e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -15240157.000000 Penalty: 5706.362305
	Iteration 58Q: 3 clusters Score -1.524016e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -15240180.000000 Penalty: 5706.362305
	Iteration 59Q: 3 clusters Score -1.524018e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -15240237.000000 Penalty: 5706.362305
	Iteration 60F: 3 clusters Score -1.524024e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -15240278.000000 Penalty: 5706.362305
	Iteration 61Q: 3 clusters Score -1.524028e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -15240319.000000 Penalty: 5706.362305
	Iteration 62Q: 3 clusters Score -1.524032e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -15240366.000000 Penalty: 5706.362305
	Iteration 63Q: 3 clusters Score -1.524037e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -15240477.000000 Penalty: 5706.362305
	Iteration 64Q: 3 clusters Score -1.524048e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -15240525.000000 Penalty: 5706.362305
	Iteration 65Q: 3 clusters Score -1.524052e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -15240593.000000 Penalty: 5706.362305
	Iteration 66Q: 3 clusters Score -1.524059e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -15240686.000000 Penalty: 5706.362305
	Iteration 67Q: 3 clusters Score -1.524069e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -15240764.000000 Penalty: 5706.362305
	Iteration 68Q: 3 clusters Score -1.524076e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -15240794.000000 Penalty: 5706.362305
	Iteration 69Q: 3 clusters Score -1.524079e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -15240905.000000 Penalty: 5706.362305
	Iteration 70Q: 3 clusters Score -1.52409e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -15241005.000000 Penalty: 5706.362305
	Iteration 71Q: 3 clusters Score -1.5241e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -15241120.000000 Penalty: 5706.362305
	Iteration 72Q: 3 clusters Score -1.524112e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -15241229.000000 Penalty: 5706.362305
	Iteration 73Q: 3 clusters Score -1.524123e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -15241445.000000 Penalty: 5706.362305
	Iteration 74Q: 3 clusters Score -1.524144e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -15241685.000000 Penalty: 5706.362305
	Iteration 75Q: 3 clusters Score -1.524168e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -15241955.000000 Penalty: 5706.362305
	Iteration 76Q: 3 clusters Score -1.524196e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -15242239.000000 Penalty: 5706.362305
	Iteration 77Q: 3 clusters Score -1.524224e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -15242649.000000 Penalty: 5706.362305
	Iteration 78Q: 3 clusters Score -1.524265e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -15243091.000000 Penalty: 5706.362305
	Iteration 79Q: 3 clusters Score -1.524309e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -15243685.000000 Penalty: 5706.362305
	Iteration 80F: 3 clusters Score -1.524368e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -15244248.000000 Penalty: 5706.362305
	Iteration 81Q: 3 clusters Score -1.524425e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -15244705.000000 Penalty: 5706.362305
	Iteration 82Q: 3 clusters Score -1.52447e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -15245043.000000 Penalty: 5706.362305
	Iteration 83Q: 3 clusters Score -1.524504e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -15245240.000000 Penalty: 5706.362305
	Iteration 84Q: 3 clusters Score -1.524524e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -15245430.000000 Penalty: 5706.362305
	Iteration 85Q: 3 clusters Score -1.524543e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -15245486.000000 Penalty: 5706.362305
	Iteration 86Q: 3 clusters Score -1.524549e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -15245553.000000 Penalty: 5706.362305
	Iteration 87Q: 3 clusters Score -1.524555e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -15245549.000000 Penalty: 5706.362305
	Iteration 88Q: 3 clusters Score -1.524555e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -15245600.000000 Penalty: 5706.362305
	Iteration 89Q: 3 clusters Score -1.52456e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -15245621.000000 Penalty: 5706.362305
	Iteration 90Q: 3 clusters Score -1.524562e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -15245657.000000 Penalty: 5706.362305
	Iteration 91Q: 3 clusters Score -1.524566e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -15245642.000000 Penalty: 5706.362305
	Iteration 92Q: 3 clusters Score -1.524564e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -15245662.000000 Penalty: 5706.362305
	Iteration 93Q: 3 clusters Score -1.524566e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -15245682.000000 Penalty: 5706.362305
	Iteration 94Q: 3 clusters Score -1.524568e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -15245708.000000 Penalty: 5706.362305
	Iteration 95Q: 3 clusters Score -1.524571e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -15245712.000000 Penalty: 5706.362305
	Iteration 96Q: 3 clusters Score -1.524571e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -15245741.000000 Penalty: 5706.362305
	Iteration 97Q: 3 clusters Score -1.524574e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -15245764.000000 Penalty: 5706.362305
	Iteration 98Q: 3 clusters Score -1.524576e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -15245745.000000 Penalty: 5706.362305
	Iteration 99Q: 3 clusters Score -1.524574e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -15245774.000000 Penalty: 5706.362305
	Iteration 100F: 3 clusters Score -1.524577e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -15245781.000000 Penalty: 5706.362305
	Iteration 101Q: 3 clusters Score -1.524578e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -15245799.000000 Penalty: 5706.362305
	Iteration 102Q: 3 clusters Score -1.52458e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -15245835.000000 Penalty: 5706.362305
	Iteration 103Q: 3 clusters Score -1.524584e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -15245871.000000 Penalty: 5706.362305
	Iteration 104Q: 3 clusters Score -1.524587e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -15245893.000000 Penalty: 5706.362305
	Iteration 105Q: 3 clusters Score -1.524589e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -15245906.000000 Penalty: 5706.362305
	Iteration 106Q: 3 clusters Score -1.524591e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -15245919.000000 Penalty: 5706.362305
	Iteration 107Q: 3 clusters Score -1.524592e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -15245958.000000 Penalty: 5706.362305
	Iteration 108Q: 3 clusters Score -1.524596e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -15246057.000000 Penalty: 5706.362305
	Iteration 109Q: 3 clusters Score -1.524606e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -15246109.000000 Penalty: 5706.362305
	Iteration 110Q: 3 clusters Score -1.524611e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -15246117.000000 Penalty: 5706.362305
	Iteration 111Q: 3 clusters Score -1.524612e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -15246168.000000 Penalty: 5706.362305
	Iteration 112Q: 3 clusters Score -1.524617e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -15246261.000000 Penalty: 5706.362305
	Iteration 113Q: 3 clusters Score -1.524626e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -15246328.000000 Penalty: 5706.362305
	Iteration 114Q: 3 clusters Score -1.524633e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -15246420.000000 Penalty: 5706.362305
	Iteration 115Q: 3 clusters Score -1.524642e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -15246526.000000 Penalty: 5706.362305
	Iteration 116Q: 3 clusters Score -1.524653e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -15246624.000000 Penalty: 5706.362305
	Iteration 117Q: 3 clusters Score -1.524662e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -15246702.000000 Penalty: 5706.362305
	Iteration 118Q: 3 clusters Score -1.52467e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -15246766.000000 Penalty: 5706.362305
	Iteration 119Q: 3 clusters Score -1.524677e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -15246864.000000 Penalty: 5706.362305
	Iteration 120F: 3 clusters Score -1.524686e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -15246966.000000 Penalty: 5706.362305
	Iteration 121Q: 3 clusters Score -1.524697e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15247086.000000 Penalty: 5706.362305
	Iteration 122Q: 3 clusters Score -1.524709e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -15247283.000000 Penalty: 5706.362305
	Iteration 123Q: 3 clusters Score -1.524728e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -15247450.000000 Penalty: 5706.362305
	Iteration 124Q: 3 clusters Score -1.524745e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -15247603.000000 Penalty: 5706.362305
	Iteration 125Q: 3 clusters Score -1.52476e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -15247663.000000 Penalty: 5706.362305
	Iteration 126Q: 3 clusters Score -1.524766e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -15247723.000000 Penalty: 5706.362305
	Iteration 127Q: 3 clusters Score -1.524772e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -15247801.000000 Penalty: 5706.362305
	Iteration 128Q: 3 clusters Score -1.52478e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -15247807.000000 Penalty: 5706.362305
	Iteration 129Q: 3 clusters Score -1.524781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15247832.000000 Penalty: 5706.362305
	Iteration 130Q: 3 clusters Score -1.524783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15247837.000000 Penalty: 5706.362305
	Iteration 131Q: 3 clusters Score -1.524784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -15247841.000000 Penalty: 5706.362305
	Iteration 132Q: 3 clusters Score -1.524784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -15247853.000000 Penalty: 5706.362305
	Iteration 133Q: 3 clusters Score -1.524785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -15247851.000000 Penalty: 5706.362305
	Iteration 134Q: 3 clusters Score -1.524785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -15247859.000000 Penalty: 5706.362305
	Iteration 135Q: 3 clusters Score -1.524786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -15247850.000000 Penalty: 5706.362305
	Iteration 136Q: 3 clusters Score -1.524785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -15247852.000000 Penalty: 5706.362305
	Iteration 137Q: 3 clusters Score -1.524785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -15247847.000000 Penalty: 5706.362305
	Iteration 138Q: 3 clusters Score -1.524785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -15247848.000000 Penalty: 5706.362305
	Iteration 139Q: 3 clusters Score -1.524785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -15247846.000000 Penalty: 5706.362305
	Iteration 140F: 3 clusters Score -1.524785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -1392230.750000 Penalty: 2259.134766
	Iteration 0F: 2 clusters Score -1392231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1385246.750000 Penalty: 4518.269531
	Iteration 0F: 3 clusters Score -1385247 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1387180.375000 Penalty: 4518.269531
	Iteration 1F: 3 clusters Score -1387180 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1387501.000000 Penalty: 4518.269531
	Iteration 2F: 3 clusters Score -1387501 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1387713.750000 Penalty: 4518.269531
	Iteration 3F: 3 clusters Score -1387714 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1387885.375000 Penalty: 4518.269531
	Iteration 4Q: 3 clusters Score -1387885 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1388026.375000 Penalty: 4518.269531
	Iteration 5Q: 3 clusters Score -1388026 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1388180.000000 Penalty: 4518.269531
	Iteration 6Q: 3 clusters Score -1388180 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1388352.750000 Penalty: 4518.269531
	Iteration 7Q: 3 clusters Score -1388353 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1388564.500000 Penalty: 4518.269531
	Iteration 8Q: 3 clusters Score -1388564 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1388814.250000 Penalty: 4518.269531
	Iteration 9Q: 3 clusters Score -1388814 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1389118.500000 Penalty: 4518.269531
	Iteration 10Q: 3 clusters Score -1389118 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1389397.500000 Penalty: 4518.269531
	Iteration 11Q: 3 clusters Score -1389398 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1389658.250000 Penalty: 4518.269531
	Iteration 12Q: 3 clusters Score -1389658 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1389857.875000 Penalty: 4518.269531
	Iteration 13Q: 3 clusters Score -1389858 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1389994.625000 Penalty: 4518.269531
	Iteration 14Q: 3 clusters Score -1389995 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1390088.375000 Penalty: 4518.269531
	Iteration 15Q: 3 clusters Score -1390088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1390150.875000 Penalty: 4518.269531
	Iteration 16Q: 3 clusters Score -1390151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1390192.250000 Penalty: 4518.269531
	Iteration 17Q: 3 clusters Score -1390192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1390237.375000 Penalty: 4518.269531
	Iteration 18Q: 3 clusters Score -1390237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1390269.875000 Penalty: 4518.269531
	Iteration 19Q: 3 clusters Score -1390270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1390288.875000 Penalty: 4518.269531
	Iteration 20F: 3 clusters Score -1390289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1390306.125000 Penalty: 4518.269531
	Iteration 21Q: 3 clusters Score -1390306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1390313.500000 Penalty: 4518.269531
	Iteration 22Q: 3 clusters Score -1390314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1390326.250000 Penalty: 4518.269531
	Iteration 23Q: 3 clusters Score -1390326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1390338.875000 Penalty: 4518.269531
	Iteration 24Q: 3 clusters Score -1390339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1390363.750000 Penalty: 4518.269531
	Iteration 25Q: 3 clusters Score -1390364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1390381.250000 Penalty: 4518.269531
	Iteration 26Q: 3 clusters Score -1390381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1390397.250000 Penalty: 4518.269531
	Iteration 27Q: 3 clusters Score -1390397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1390406.625000 Penalty: 4518.269531
	Iteration 28Q: 3 clusters Score -1390407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1390420.875000 Penalty: 4518.269531
	Iteration 29Q: 3 clusters Score -1390421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1390424.375000 Penalty: 4518.269531
	Iteration 30Q: 3 clusters Score -1390424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1390432.500000 Penalty: 4518.269531
	Iteration 31Q: 3 clusters Score -1390432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1390441.625000 Penalty: 4518.269531
	Iteration 32Q: 3 clusters Score -1390442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1390448.125000 Penalty: 4518.269531
	Iteration 33Q: 3 clusters Score -1390448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1390449.250000 Penalty: 4518.269531
	Iteration 34Q: 3 clusters Score -1390449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1390456.250000 Penalty: 4518.269531
	Iteration 35Q: 3 clusters Score -1390456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1390458.625000 Penalty: 4518.269531
	Iteration 36Q: 3 clusters Score -1390459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1390464.000000 Penalty: 4518.269531
	Iteration 37Q: 3 clusters Score -1390464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1390464.875000 Penalty: 4518.269531
	Iteration 38Q: 3 clusters Score -1390465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1390466.750000 Penalty: 4518.269531
	Iteration 39Q: 3 clusters Score -1390467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1390472.375000 Penalty: 4518.269531
	Iteration 40F: 3 clusters Score -1390472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1390476.125000 Penalty: 4518.269531
	Iteration 41Q: 3 clusters Score -1390476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1390477.625000 Penalty: 4518.269531
	Iteration 42Q: 3 clusters Score -1390478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1390479.000000 Penalty: 4518.269531
	Iteration 43Q: 3 clusters Score -1390479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1390480.000000 Penalty: 4518.269531
	Iteration 44Q: 3 clusters Score -1390480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1390480.125000 Penalty: 4518.269531
	Iteration 45Q: 3 clusters Score -1390480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1390481.375000 Penalty: 4518.269531
	Iteration 46Q: 3 clusters Score -1390481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1390483.625000 Penalty: 4518.269531
	Iteration 47Q: 3 clusters Score -1390484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1390483.500000 Penalty: 4518.269531
	Iteration 48Q: 3 clusters Score -1390484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1390486.250000 Penalty: 4518.269531
	Iteration 49Q: 3 clusters Score -1390486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1390485.750000 Penalty: 4518.269531
	Iteration 50Q: 3 clusters Score -1390486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1390493.000000 Penalty: 4518.269531
	Iteration 51Q: 3 clusters Score -1390493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1390493.000000 Penalty: 4518.269531
	Iteration 52Q: 3 clusters Score -1390493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1390492.750000 Penalty: 4518.269531
	Iteration 53Q: 3 clusters Score -1390493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1390492.625000 Penalty: 4518.269531
	Iteration 54Q: 3 clusters Score -1390493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1390494.875000 Penalty: 4518.269531
	Iteration 55Q: 3 clusters Score -1390495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1390495.625000 Penalty: 4518.269531
	Iteration 56Q: 3 clusters Score -1390496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1390495.625000 Penalty: 4518.269531
	Iteration 57F: 3 clusters Score -1390496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -62610.664062 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -62610.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61116.503906 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61116.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61336.265625 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61336.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61413.074219 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -61413.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61452.605469 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -61452.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61491.773438 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -61491.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61504.691406 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -61504.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61520.832031 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -61520.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61537.140625 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -61537.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61557.601562 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -61557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61569.300781 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -61569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61570.773438 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -61570.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61570.773438 Penalty: 3072.425049
	Iteration 11F: 3 clusters Score -61570.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -316885.437500 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -316885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -314168.343750 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -314168.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -314685.031250 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -314685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -314839.750000 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -314839.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314936.906250 Penalty: 3806.840576
	Iteration 3F: 3 clusters Score -314936.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -315009.031250 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -315009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -315065.000000 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -315065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -315115.093750 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -315115.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -315144.156250 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -315144.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -315164.781250 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -315164.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -315184.375000 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -315184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -315202.437500 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -315202.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -315219.625000 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -315219.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -315233.468750 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -315233.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -315245.687500 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -315245.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -315252.406250 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -315252.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -315262.812500 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -315262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -315270.093750 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -315270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -315276.187500 Penalty: 3806.840576
	Iteration 17Q: 3 clusters Score -315276.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -315290.468750 Penalty: 3806.840576
	Iteration 18Q: 3 clusters Score -315290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -315304.687500 Penalty: 3806.840576
	Iteration 19Q: 3 clusters Score -315304.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -315321.531250 Penalty: 3806.840576
	Iteration 20F: 3 clusters Score -315321.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -315331.062500 Penalty: 3806.840576
	Iteration 21Q: 3 clusters Score -315331.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -315339.906250 Penalty: 3806.840576
	Iteration 22Q: 3 clusters Score -315339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -315346.531250 Penalty: 3806.840576
	Iteration 23Q: 3 clusters Score -315346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -315351.375000 Penalty: 3806.840576
	Iteration 24Q: 3 clusters Score -315351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -315353.187500 Penalty: 3806.840576
	Iteration 25Q: 3 clusters Score -315353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -315353.093750 Penalty: 3806.840576
	Iteration 26Q: 3 clusters Score -315353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -315353.093750 Penalty: 3806.840576
	Iteration 27F: 3 clusters Score -315353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -27903.345703 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -27903.35 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 115 members 
Entering Unmasked Estep 
Score: -26834.605469 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -26834.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26929.583984 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -26929.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26995.703125 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -26995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27010.322266 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -27010.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27014.757812 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -27014.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27033.718750 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -27033.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27098.660156 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -27098.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27108.132812 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -27108.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27110.531250 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -27110.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27119.033203 Penalty: 2703.715088
	Iteration 9Q: 3 clusters Score -27119.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27122.298828 Penalty: 2703.715088
	Iteration 10Q: 3 clusters Score -27122.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27122.298828 Penalty: 2703.715088
	Iteration 11F: 3 clusters Score -27122.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -247210.843750 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -247210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -244774.109375 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -244774.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245422.734375 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -245422.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -245715.000000 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -245715 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -245941.578125 Penalty: 3711.968018
	Iteration 3F: 3 clusters Score -245941.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -246114.000000 Penalty: 3711.968018
	Iteration 4F: 3 clusters Score -246114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -246226.218750 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -246226.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -246320.343750 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -246320.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -246406.187500 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -246406.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -246456.734375 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -246456.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246482.562500 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -246482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -246497.718750 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -246497.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246510.250000 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -246510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -246517.218750 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -246517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -246521.921875 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -246521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -246529.578125 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -246529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246537.343750 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -246537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -246543.390625 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -246543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -246544.750000 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -246544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -246546.328125 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -246546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246547.718750 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -246547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246547.718750 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -246547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -78555.851562 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -78555.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76948.304688 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -76948.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77194.945312 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -77194.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77301.773438 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -77301.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77405.609375 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -77405.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77529.585938 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -77529.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77666.421875 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -77666.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77861.648438 Penalty: 3159.470947
	Iteration 6F: 3 clusters Score -77861.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78040.343750 Penalty: 3159.470947
	Iteration 7F: 3 clusters Score -78040.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78426.023438 Penalty: 3159.470947
	Iteration 8F: 3 clusters Score -78426.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79032.421875 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -79032.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79178.914062 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -79178.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79350.109375 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -79350.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79692.273438 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -79692.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79692.273438 Penalty: 3159.470947
	Iteration 13F: 3 clusters Score -79692.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 583 members 
Mstep: Class 38 contains 313 members 
Entering Unmasked Estep 
Score: -70335096.000000 Penalty: 123100.109375
Splitting cluster 35 changes total score from -70335120.000000 to -70335096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15782.942383 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15782.94 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 94 members 
Entering Unmasked Estep 
Score: -14928.874023 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14928.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15037.459961 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -15037.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15065.435547 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -15065.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15098.399414 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -15098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15120.731445 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -15120.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15133.315430 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -15133.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15154.066406 Penalty: 2547.355957
	Iteration 6Q: 3 clusters Score -15154.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15154.066406 Penalty: 2547.355957
	Iteration 7F: 3 clusters Score -15154.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 11557 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 119860.632812
Iteration 119Q: 38 clusters Score -7.03356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45117 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 273 members 
Mstep: Class 5 contains 11559 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37542 members 
Mstep: Class 8 contains 157201 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20673 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99186 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335776.000000 Penalty: 119860.632812
Iteration 120F: 38 clusters Score -7.033578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45116 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 273 members 
Mstep: Class 5 contains 11559 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37540 members 
Mstep: Class 8 contains 157203 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20673 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 99188 members 
Mstep: Class 30 contains 9041 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335824.000000 Penalty: 119860.632812
Iteration 121Q: 38 clusters Score -7.033582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45115 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11559 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37536 members 
Mstep: Class 8 contains 157207 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 870 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 20673 members 
Mstep: Class 20 contains 10299 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25084 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 99189 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 172 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335864.000000 Penalty: 119860.632812
Iteration 122Q: 38 clusters Score -7.033586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45115 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 37535 members 
Mstep: Class 8 contains 157210 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1024 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 10298 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25084 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 99188 members 
Mstep: Class 30 contains 9038 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 2153 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 173 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335912.000000 Penalty: 119860.632812
Iteration 123Q: 38 clusters Score -7.033591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45116 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11548 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37535 members 
Mstep: Class 8 contains 157207 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 10297 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25082 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 267 members 
Mstep: Class 29 contains 99189 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 494 members 
Mstep: Class 32 contains 2156 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336064.000000 Penalty: 119860.632812
Iteration 124Q: 38 clusters Score -7.033606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 45114 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11552 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37530 members 
Mstep: Class 8 contains 157207 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1032 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1964 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99184 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336048.000000 Penalty: 119860.632812
Iteration 125Q: 38 clusters Score -7.033605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 45112 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37523 members 
Mstep: Class 8 contains 157208 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8686 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25085 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1964 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99181 members 
Mstep: Class 30 contains 9038 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 177 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335968.000000 Penalty: 119860.632812
Iteration 126Q: 38 clusters Score -7.033597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 45112 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37515 members 
Mstep: Class 8 contains 157209 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8686 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1028 members 
Mstep: Class 17 contains 873 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20671 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25089 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99185 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336120.000000 Penalty: 119860.632812
Iteration 127Q: 38 clusters Score -7.033612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45112 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11550 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37510 members 
Mstep: Class 8 contains 157209 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 8687 members 
Mstep: Class 11 contains 1682 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25091 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99187 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336136.000000 Penalty: 119860.632812
Iteration 128Q: 38 clusters Score -7.033614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45108 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37506 members 
Mstep: Class 8 contains 157206 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 1682 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99191 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336192.000000 Penalty: 119860.632812
Iteration 129Q: 38 clusters Score -7.033619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 45104 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11556 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37503 members 
Mstep: Class 8 contains 157204 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1033 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 418 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99193 members 
Mstep: Class 30 contains 9036 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336256.000000 Penalty: 119860.632812
Iteration 130Q: 38 clusters Score -7.033626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 45100 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11563 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37498 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1034 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 99196 members 
Mstep: Class 30 contains 9035 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336208.000000 Penalty: 119860.632812
Iteration 131Q: 38 clusters Score -7.033621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 45097 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11568 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37493 members 
Mstep: Class 8 contains 157204 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1037 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99195 members 
Mstep: Class 30 contains 9034 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336192.000000 Penalty: 119860.632812
Iteration 132Q: 38 clusters Score -7.033619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 45095 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11572 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37487 members 
Mstep: Class 8 contains 157202 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10297 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99200 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336168.000000 Penalty: 119860.632812
Iteration 133Q: 38 clusters Score -7.033617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 45095 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11569 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37483 members 
Mstep: Class 8 contains 157197 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1044 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99208 members 
Mstep: Class 30 contains 9034 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336224.000000 Penalty: 119860.632812
Iteration 134Q: 38 clusters Score -7.033622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45094 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11568 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37478 members 
Mstep: Class 8 contains 157197 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1047 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99211 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336232.000000 Penalty: 119860.632812
Iteration 135Q: 38 clusters Score -7.033623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45090 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11574 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37473 members 
Mstep: Class 8 contains 157198 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1682 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1048 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99211 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336224.000000 Penalty: 119860.632812
Iteration 136Q: 38 clusters Score -7.033622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45088 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 37470 members 
Mstep: Class 8 contains 157197 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1051 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25090 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99213 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336216.000000 Penalty: 119860.632812
Iteration 137Q: 38 clusters Score -7.033622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45088 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11572 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 37467 members 
Mstep: Class 8 contains 157195 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1054 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99218 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336144.000000 Penalty: 119860.632812
Iteration 138Q: 38 clusters Score -7.033614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45084 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11577 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 37464 members 
Mstep: Class 8 contains 157195 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99218 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336248.000000 Penalty: 119860.632812
Iteration 139Q: 38 clusters Score -7.033625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45080 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11581 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 157195 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99220 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336272.000000 Penalty: 119860.632812
Iteration 140F: 38 clusters Score -7.033627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45078 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11579 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 157196 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99220 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336344.000000 Penalty: 119860.632812
Iteration 141Q: 38 clusters Score -7.033634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45078 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11580 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37457 members 
Mstep: Class 8 contains 157194 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10296 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99218 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336336.000000 Penalty: 119860.632812
Iteration 142Q: 38 clusters Score -7.033634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45078 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11579 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 37457 members 
Mstep: Class 8 contains 157193 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99219 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336392.000000 Penalty: 119860.632812
Iteration 143Q: 38 clusters Score -7.033639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45076 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11582 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37456 members 
Mstep: Class 8 contains 157192 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99220 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 144Q: 38 clusters Score -7.033638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45075 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11583 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37455 members 
Mstep: Class 8 contains 157191 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99222 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336392.000000 Penalty: 119860.632812
Iteration 145Q: 38 clusters Score -7.033639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45074 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11584 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 157190 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99225 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336392.000000 Penalty: 119860.632812
Iteration 146Q: 38 clusters Score -7.033639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 157188 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99229 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336384.000000 Penalty: 119860.632812
Iteration 147Q: 38 clusters Score -7.033638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11584 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 157187 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99231 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336368.000000 Penalty: 119860.632812
Iteration 148Q: 38 clusters Score -7.033637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11584 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 157186 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99232 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 149Q: 38 clusters Score -7.033638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11584 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 157184 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99234 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336392.000000 Penalty: 119860.632812
Iteration 150Q: 38 clusters Score -7.033639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11583 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 157183 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99237 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336384.000000 Penalty: 119860.632812
Iteration 151Q: 38 clusters Score -7.033638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45070 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11584 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37452 members 
Mstep: Class 8 contains 157182 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99239 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336400.000000 Penalty: 119860.632812
Iteration 152Q: 38 clusters Score -7.03364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45069 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11583 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37452 members 
Mstep: Class 8 contains 157181 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25093 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99240 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336408.000000 Penalty: 119860.632812
Iteration 153Q: 38 clusters Score -7.033641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45068 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11582 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37451 members 
Mstep: Class 8 contains 157180 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25094 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99242 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336424.000000 Penalty: 119860.632812
Iteration 154Q: 38 clusters Score -7.033642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45069 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11583 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37448 members 
Mstep: Class 8 contains 157179 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25094 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99241 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336392.000000 Penalty: 119860.632812
Iteration 155Q: 38 clusters Score -7.033639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45070 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11581 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37446 members 
Mstep: Class 8 contains 157178 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1066 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99242 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 156Q: 38 clusters Score -7.033638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11582 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37445 members 
Mstep: Class 8 contains 157174 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 157Q: 38 clusters Score -7.033638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45070 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37442 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99246 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336400.000000 Penalty: 119860.632812
Iteration 158Q: 38 clusters Score -7.03364e+07 nChanged 5
Entering ConstructFrom: 
Score: -70336400.000000 Penalty: 119860.632812
Entering ConstructFrom: 
Trying to split cluster 1 (11997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Entering Unmasked Estep 
Score: -1804074.000000 Penalty: 2329.318115
	Iteration 0F: 2 clusters Score -1804074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1795130.375000 Penalty: 4658.636230
	Iteration 0F: 3 clusters Score -1795130 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1797910.750000 Penalty: 4658.636230
	Iteration 1F: 3 clusters Score -1797911 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1798207.125000 Penalty: 4658.636230
	Iteration 2F: 3 clusters Score -1798207 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1798416.250000 Penalty: 4658.636230
	Iteration 3Q: 3 clusters Score -1798416 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1798610.750000 Penalty: 4658.636230
	Iteration 4Q: 3 clusters Score -1798611 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1798799.125000 Penalty: 4658.636230
	Iteration 5Q: 3 clusters Score -1798799 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1799021.000000 Penalty: 4658.636230
	Iteration 6Q: 3 clusters Score -1799021 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1799267.375000 Penalty: 4658.636230
	Iteration 7Q: 3 clusters Score -1799267 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1799563.125000 Penalty: 4658.636230
	Iteration 8Q: 3 clusters Score -1799563 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1799922.625000 Penalty: 4658.636230
	Iteration 9Q: 3 clusters Score -1799923 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1800302.500000 Penalty: 4658.636230
	Iteration 10Q: 3 clusters Score -1800302 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1800682.125000 Penalty: 4658.636230
	Iteration 11Q: 3 clusters Score -1800682 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1801019.625000 Penalty: 4658.636230
	Iteration 12Q: 3 clusters Score -1801020 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1801300.875000 Penalty: 4658.636230
	Iteration 13Q: 3 clusters Score -1801301 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1801525.750000 Penalty: 4658.636230
	Iteration 14Q: 3 clusters Score -1801526 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1801698.625000 Penalty: 4658.636230
	Iteration 15Q: 3 clusters Score -1801699 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1801814.500000 Penalty: 4658.636230
	Iteration 16Q: 3 clusters Score -1801814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1801913.500000 Penalty: 4658.636230
	Iteration 17Q: 3 clusters Score -1801914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1801986.125000 Penalty: 4658.636230
	Iteration 18Q: 3 clusters Score -1801986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1802045.375000 Penalty: 4658.636230
	Iteration 19Q: 3 clusters Score -1802045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1802096.125000 Penalty: 4658.636230
	Iteration 20F: 3 clusters Score -1802096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1802130.500000 Penalty: 4658.636230
	Iteration 21Q: 3 clusters Score -1802130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1802170.000000 Penalty: 4658.636230
	Iteration 22Q: 3 clusters Score -1802170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1802201.125000 Penalty: 4658.636230
	Iteration 23Q: 3 clusters Score -1802201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1802213.625000 Penalty: 4658.636230
	Iteration 24Q: 3 clusters Score -1802214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1802225.500000 Penalty: 4658.636230
	Iteration 25Q: 3 clusters Score -1802226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1802238.250000 Penalty: 4658.636230
	Iteration 26Q: 3 clusters Score -1802238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1802250.500000 Penalty: 4658.636230
	Iteration 27Q: 3 clusters Score -1802250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1802254.000000 Penalty: 4658.636230
	Iteration 28Q: 3 clusters Score -1802254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1802261.125000 Penalty: 4658.636230
	Iteration 29Q: 3 clusters Score -1802261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1802261.875000 Penalty: 4658.636230
	Iteration 30Q: 3 clusters Score -1802262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1802261.625000 Penalty: 4658.636230
	Iteration 31Q: 3 clusters Score -1802262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1802261.625000 Penalty: 4658.636230
	Iteration 32F: 3 clusters Score -1802262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Entering Unmasked Estep 
Score: -6905701.500000 Penalty: 2657.566406
	Iteration 0F: 2 clusters Score -6905702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -6875201.000000 Penalty: 5315.132812
	Iteration 0F: 3 clusters Score -6875201 nChanged 20787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6886552.000000 Penalty: 5315.132812
	Iteration 1F: 3 clusters Score -6886552 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6887170.000000 Penalty: 5315.132812
	Iteration 2Q: 3 clusters Score -6887170 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6887921.500000 Penalty: 5315.132812
	Iteration 3Q: 3 clusters Score -6887922 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -6888946.500000 Penalty: 5315.132812
	Iteration 4F: 3 clusters Score -6888946 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -6890388.000000 Penalty: 5315.132812
	Iteration 5F: 3 clusters Score -6890388 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6892711.000000 Penalty: 5315.132812
	Iteration 6F: 3 clusters Score -6892711 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6895883.500000 Penalty: 5315.132812
	Iteration 7F: 3 clusters Score -6895884 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6899167.000000 Penalty: 5315.132812
	Iteration 8F: 3 clusters Score -6899167 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -6901426.500000 Penalty: 5315.132812
	Iteration 9F: 3 clusters Score -6901426 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6902447.500000 Penalty: 5315.132812
	Iteration 10Q: 3 clusters Score -6902448 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -6902940.500000 Penalty: 5315.132812
	Iteration 11Q: 3 clusters Score -6902940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6903165.500000 Penalty: 5315.132812
	Iteration 12Q: 3 clusters Score -6903166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -6903279.500000 Penalty: 5315.132812
	Iteration 13Q: 3 clusters Score -6903280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6903337.500000 Penalty: 5315.132812
	Iteration 14Q: 3 clusters Score -6903338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6903377.500000 Penalty: 5315.132812
	Iteration 15Q: 3 clusters Score -6903378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -6903397.500000 Penalty: 5315.132812
	Iteration 16Q: 3 clusters Score -6903398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6903420.500000 Penalty: 5315.132812
	Iteration 17Q: 3 clusters Score -6903420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -6903421.000000 Penalty: 5315.132812
	Iteration 18Q: 3 clusters Score -6903421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -6903432.500000 Penalty: 5315.132812
	Iteration 19Q: 3 clusters Score -6903432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -6903434.500000 Penalty: 5315.132812
	Iteration 20F: 3 clusters Score -6903434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -6903434.000000 Penalty: 5315.132812
	Iteration 21Q: 3 clusters Score -6903434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -6903435.500000 Penalty: 5315.132812
	Iteration 22Q: 3 clusters Score -6903436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6903439.500000 Penalty: 5315.132812
	Iteration 23Q: 3 clusters Score -6903440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -6903443.500000 Penalty: 5315.132812
	Iteration 24Q: 3 clusters Score -6903444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -6903443.500000 Penalty: 5315.132812
	Iteration 25F: 3 clusters Score -6903444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -30645.492188 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -30645.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29630.568359 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -29630.57 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30550.302734 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -30550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30871.148438 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -30871.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31211.986328 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -31211.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31358.515625 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -31358.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31407.080078 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -31407.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31418.876953 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -31418.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31428.398438 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -31428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31429.619141 Penalty: 3008.789795
	Iteration 8F: 3 clusters Score -31429.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31451.613281 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -31451.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31521.273438 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -31521.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31526.314453 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -31526.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31526.314453 Penalty: 3008.789795
	Iteration 12F: 3 clusters Score -31526.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 181 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 250 members 
Entering Unmasked Estep 
Score: -70335464.000000 Penalty: 123100.109375
Splitting cluster 3 changes total score from -70336400.000000 to -70335464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -31182.630859 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -31182.63 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 148 members 
Entering Unmasked Estep 
Score: -30032.164062 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -30032.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30204.294922 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -30204.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30244.912109 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -30244.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30286.214844 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -30286.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30331.613281 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -30331.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30348.404297 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -30348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30368.953125 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -30368.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30380.927734 Penalty: 2785.918457
	Iteration 7Q: 3 clusters Score -30380.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30399.558594 Penalty: 2785.918457
	Iteration 8Q: 3 clusters Score -30399.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30411.029297 Penalty: 2785.918457
	Iteration 9Q: 3 clusters Score -30411.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30418.314453 Penalty: 2785.918457
	Iteration 10Q: 3 clusters Score -30418.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30427.589844 Penalty: 2785.918457
	Iteration 11Q: 3 clusters Score -30427.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30428.804688 Penalty: 2785.918457
	Iteration 12Q: 3 clusters Score -30428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30437.539062 Penalty: 2785.918457
	Iteration 13Q: 3 clusters Score -30437.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30449.865234 Penalty: 2785.918457
	Iteration 14Q: 3 clusters Score -30449.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30453.916016 Penalty: 2785.918457
	Iteration 15Q: 3 clusters Score -30453.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30507.439453 Penalty: 2785.918457
	Iteration 16Q: 3 clusters Score -30507.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30522.320312 Penalty: 2785.918457
	Iteration 17Q: 3 clusters Score -30522.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30530.755859 Penalty: 2785.918457
	Iteration 18Q: 3 clusters Score -30530.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30562.166016 Penalty: 2785.918457
	Iteration 19Q: 3 clusters Score -30562.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30587.007812 Penalty: 2785.918457
	Iteration 20F: 3 clusters Score -30587.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30601.589844 Penalty: 2785.918457
	Iteration 21Q: 3 clusters Score -30601.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30613.093750 Penalty: 2785.918457
	Iteration 22Q: 3 clusters Score -30613.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30616.630859 Penalty: 2785.918457
	Iteration 23Q: 3 clusters Score -30616.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30616.630859 Penalty: 2785.918457
	Iteration 24F: 3 clusters Score -30616.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Entering Unmasked Estep 
Score: -1667308.500000 Penalty: 2320.651855
	Iteration 0F: 2 clusters Score -1667308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1658708.500000 Penalty: 4641.303711
	Iteration 0F: 3 clusters Score -1658708 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1661661.000000 Penalty: 4641.303711
	Iteration 1F: 3 clusters Score -1661661 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1662301.625000 Penalty: 4641.303711
	Iteration 2F: 3 clusters Score -1662302 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1662884.250000 Penalty: 4641.303711
	Iteration 3F: 3 clusters Score -1662884 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1663437.125000 Penalty: 4641.303711
	Iteration 4F: 3 clusters Score -1663437 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1663916.500000 Penalty: 4641.303711
	Iteration 5F: 3 clusters Score -1663916 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1664275.000000 Penalty: 4641.303711
	Iteration 6Q: 3 clusters Score -1664275 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1664572.875000 Penalty: 4641.303711
	Iteration 7Q: 3 clusters Score -1664573 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1664816.875000 Penalty: 4641.303711
	Iteration 8Q: 3 clusters Score -1664817 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1665029.125000 Penalty: 4641.303711
	Iteration 9Q: 3 clusters Score -1665029 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1665206.625000 Penalty: 4641.303711
	Iteration 10Q: 3 clusters Score -1665207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1665374.625000 Penalty: 4641.303711
	Iteration 11Q: 3 clusters Score -1665375 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1665516.750000 Penalty: 4641.303711
	Iteration 12Q: 3 clusters Score -1665517 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1665622.875000 Penalty: 4641.303711
	Iteration 13Q: 3 clusters Score -1665623 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1665706.625000 Penalty: 4641.303711
	Iteration 14Q: 3 clusters Score -1665707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1665754.125000 Penalty: 4641.303711
	Iteration 15Q: 3 clusters Score -1665754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1665782.000000 Penalty: 4641.303711
	Iteration 16Q: 3 clusters Score -1665782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1665799.250000 Penalty: 4641.303711
	Iteration 17Q: 3 clusters Score -1665799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1665813.750000 Penalty: 4641.303711
	Iteration 18Q: 3 clusters Score -1665814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1665819.500000 Penalty: 4641.303711
	Iteration 19Q: 3 clusters Score -1665820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1665827.375000 Penalty: 4641.303711
	Iteration 20F: 3 clusters Score -1665827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1665833.375000 Penalty: 4641.303711
	Iteration 21Q: 3 clusters Score -1665833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1665840.375000 Penalty: 4641.303711
	Iteration 22Q: 3 clusters Score -1665840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1665846.250000 Penalty: 4641.303711
	Iteration 23Q: 3 clusters Score -1665846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1665854.750000 Penalty: 4641.303711
	Iteration 24Q: 3 clusters Score -1665855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1665859.500000 Penalty: 4641.303711
	Iteration 25Q: 3 clusters Score -1665860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1665863.875000 Penalty: 4641.303711
	Iteration 26Q: 3 clusters Score -1665864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1665869.500000 Penalty: 4641.303711
	Iteration 27Q: 3 clusters Score -1665870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1665873.000000 Penalty: 4641.303711
	Iteration 28Q: 3 clusters Score -1665873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1665877.250000 Penalty: 4641.303711
	Iteration 29Q: 3 clusters Score -1665877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1665883.250000 Penalty: 4641.303711
	Iteration 30Q: 3 clusters Score -1665883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1665885.125000 Penalty: 4641.303711
	Iteration 31Q: 3 clusters Score -1665885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1665889.000000 Penalty: 4641.303711
	Iteration 32Q: 3 clusters Score -1665889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1665895.250000 Penalty: 4641.303711
	Iteration 33Q: 3 clusters Score -1665895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1665900.375000 Penalty: 4641.303711
	Iteration 34Q: 3 clusters Score -1665900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1665899.000000 Penalty: 4641.303711
	Iteration 35Q: 3 clusters Score -1665899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1665899.375000 Penalty: 4641.303711
	Iteration 36Q: 3 clusters Score -1665899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1665898.000000 Penalty: 4641.303711
	Iteration 37Q: 3 clusters Score -1665898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1665901.125000 Penalty: 4641.303711
	Iteration 38Q: 3 clusters Score -1665901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1665900.625000 Penalty: 4641.303711
	Iteration 39Q: 3 clusters Score -1665901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1665901.375000 Penalty: 4641.303711
	Iteration 40F: 3 clusters Score -1665901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -58409.308594 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -58409.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57064.082031 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -57064.08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57652.382812 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -57652.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58106.285156 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -58106.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58423.152344 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -58423.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58737.625000 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -58737.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59024.523438 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -59024.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59095.714844 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -59095.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59119.191406 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -59119.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59127.007812 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -59127.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59130.484375 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -59130.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59130.484375 Penalty: 3069.378906
	Iteration 10F: 3 clusters Score -59130.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 180 members 
Entering Unmasked Estep 
Score: -70335424.000000 Penalty: 123100.109375
Splitting cluster 6 changes total score from -70336400.000000 to -70335424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Entering Unmasked Estep 
Score: -5696912.000000 Penalty: 2611.562744
	Iteration 0F: 2 clusters Score -5696912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -5671437.000000 Penalty: 5223.125488
	Iteration 0F: 3 clusters Score -5671437 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5680823.500000 Penalty: 5223.125488
	Iteration 1F: 3 clusters Score -5680824 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5681615.500000 Penalty: 5223.125488
	Iteration 2F: 3 clusters Score -5681616 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5682500.000000 Penalty: 5223.125488
	Iteration 3F: 3 clusters Score -5682500 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5683567.500000 Penalty: 5223.125488
	Iteration 4F: 3 clusters Score -5683568 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5684872.500000 Penalty: 5223.125488
	Iteration 5F: 3 clusters Score -5684872 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5686335.500000 Penalty: 5223.125488
	Iteration 6F: 3 clusters Score -5686336 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5688109.500000 Penalty: 5223.125488
	Iteration 7F: 3 clusters Score -5688110 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -5689906.000000 Penalty: 5223.125488
	Iteration 8F: 3 clusters Score -5689906 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5691558.000000 Penalty: 5223.125488
	Iteration 9Q: 3 clusters Score -5691558 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5692872.500000 Penalty: 5223.125488
	Iteration 10Q: 3 clusters Score -5692872 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -5693694.000000 Penalty: 5223.125488
	Iteration 11Q: 3 clusters Score -5693694 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -5694188.500000 Penalty: 5223.125488
	Iteration 12Q: 3 clusters Score -5694188 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -5694516.500000 Penalty: 5223.125488
	Iteration 13Q: 3 clusters Score -5694516 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5694757.500000 Penalty: 5223.125488
	Iteration 14Q: 3 clusters Score -5694758 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -5694919.500000 Penalty: 5223.125488
	Iteration 15Q: 3 clusters Score -5694920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -5695014.000000 Penalty: 5223.125488
	Iteration 16Q: 3 clusters Score -5695014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -5695131.500000 Penalty: 5223.125488
	Iteration 17Q: 3 clusters Score -5695132 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -5695190.500000 Penalty: 5223.125488
	Iteration 18Q: 3 clusters Score -5695190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -5695252.000000 Penalty: 5223.125488
	Iteration 19Q: 3 clusters Score -5695252 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5695296.000000 Penalty: 5223.125488
	Iteration 20F: 3 clusters Score -5695296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5695316.500000 Penalty: 5223.125488
	Iteration 21Q: 3 clusters Score -5695316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5695362.500000 Penalty: 5223.125488
	Iteration 22Q: 3 clusters Score -5695362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -5695396.500000 Penalty: 5223.125488
	Iteration 23Q: 3 clusters Score -5695396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5695436.000000 Penalty: 5223.125488
	Iteration 24Q: 3 clusters Score -5695436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -5695446.000000 Penalty: 5223.125488
	Iteration 25Q: 3 clusters Score -5695446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -5695466.500000 Penalty: 5223.125488
	Iteration 26Q: 3 clusters Score -5695466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5695486.000000 Penalty: 5223.125488
	Iteration 27Q: 3 clusters Score -5695486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5695494.000000 Penalty: 5223.125488
	Iteration 28Q: 3 clusters Score -5695494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -5695502.000000 Penalty: 5223.125488
	Iteration 29Q: 3 clusters Score -5695502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5695507.500000 Penalty: 5223.125488
	Iteration 30Q: 3 clusters Score -5695508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -5695515.500000 Penalty: 5223.125488
	Iteration 31Q: 3 clusters Score -5695516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5695529.500000 Penalty: 5223.125488
	Iteration 32Q: 3 clusters Score -5695530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -5695540.500000 Penalty: 5223.125488
	Iteration 33Q: 3 clusters Score -5695540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -5695540.500000 Penalty: 5223.125488
	Iteration 34Q: 3 clusters Score -5695540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -5695539.500000 Penalty: 5223.125488
	Iteration 35Q: 3 clusters Score -5695540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5695556.000000 Penalty: 5223.125488
	Iteration 36Q: 3 clusters Score -5695556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -5695558.000000 Penalty: 5223.125488
	Iteration 37Q: 3 clusters Score -5695558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -5695555.500000 Penalty: 5223.125488
	Iteration 38Q: 3 clusters Score -5695556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5695561.000000 Penalty: 5223.125488
	Iteration 39Q: 3 clusters Score -5695561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -5695564.000000 Penalty: 5223.125488
	Iteration 40F: 3 clusters Score -5695564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -5695567.000000 Penalty: 5223.125488
	Iteration 41Q: 3 clusters Score -5695567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5695569.000000 Penalty: 5223.125488
	Iteration 42Q: 3 clusters Score -5695569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -5695563.500000 Penalty: 5223.125488
	Iteration 43Q: 3 clusters Score -5695564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -5695563.000000 Penalty: 5223.125488
	Iteration 44Q: 3 clusters Score -5695563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -5695563.000000 Penalty: 5223.125488
	Iteration 45F: 3 clusters Score -5695563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Entering Unmasked Estep 
Score: -24013656.000000 Penalty: 2967.345459
	Iteration 0F: 2 clusters Score -2.401366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -23909686.000000 Penalty: 5934.690918
	Iteration 0F: 3 clusters Score -2.390969e+07 nChanged 75402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -23953432.000000 Penalty: 5934.690918
	Iteration 1F: 3 clusters Score -2.395343e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -23954372.000000 Penalty: 5934.690918
	Iteration 2Q: 3 clusters Score -2.395437e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -23955510.000000 Penalty: 5934.690918
	Iteration 3Q: 3 clusters Score -2.395551e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -23957096.000000 Penalty: 5934.690918
	Iteration 4Q: 3 clusters Score -2.39571e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -23959776.000000 Penalty: 5934.690918
	Iteration 5Q: 3 clusters Score -2.395978e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -23964024.000000 Penalty: 5934.690918
	Iteration 6Q: 3 clusters Score -2.396402e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -23970652.000000 Penalty: 5934.690918
	Iteration 7F: 3 clusters Score -2.397065e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119946 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -23979714.000000 Penalty: 5934.690918
	Iteration 8F: 3 clusters Score -2.397971e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130923 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -23989398.000000 Penalty: 5934.690918
	Iteration 9F: 3 clusters Score -2.39894e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -23997266.000000 Penalty: 5934.690918
	Iteration 10F: 3 clusters Score -2.399727e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146819 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -24002796.000000 Penalty: 5934.690918
	Iteration 11Q: 3 clusters Score -2.40028e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151411 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -24006596.000000 Penalty: 5934.690918
	Iteration 12Q: 3 clusters Score -2.40066e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -24008808.000000 Penalty: 5934.690918
	Iteration 13Q: 3 clusters Score -2.400881e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155725 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -24009994.000000 Penalty: 5934.690918
	Iteration 14Q: 3 clusters Score -2.400999e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -24010508.000000 Penalty: 5934.690918
	Iteration 15Q: 3 clusters Score -2.401051e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -24010748.000000 Penalty: 5934.690918
	Iteration 16Q: 3 clusters Score -2.401075e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24010854.000000 Penalty: 5934.690918
	Iteration 17Q: 3 clusters Score -2.401085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156804 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24010926.000000 Penalty: 5934.690918
	Iteration 18Q: 3 clusters Score -2.401093e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24010948.000000 Penalty: 5934.690918
	Iteration 19Q: 3 clusters Score -2.401095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24010966.000000 Penalty: 5934.690918
	Iteration 20F: 3 clusters Score -2.401097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24011000.000000 Penalty: 5934.690918
	Iteration 21Q: 3 clusters Score -2.4011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24011004.000000 Penalty: 5934.690918
	Iteration 22Q: 3 clusters Score -2.4011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156867 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24011012.000000 Penalty: 5934.690918
	Iteration 23Q: 3 clusters Score -2.401101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24010998.000000 Penalty: 5934.690918
	Iteration 24Q: 3 clusters Score -2.4011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156876 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24011012.000000 Penalty: 5934.690918
	Iteration 25Q: 3 clusters Score -2.401101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24010996.000000 Penalty: 5934.690918
	Iteration 26Q: 3 clusters Score -2.4011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24011002.000000 Penalty: 5934.690918
	Iteration 27Q: 3 clusters Score -2.4011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24011006.000000 Penalty: 5934.690918
	Iteration 28Q: 3 clusters Score -2.401101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24011008.000000 Penalty: 5934.690918
	Iteration 29Q: 3 clusters Score -2.401101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24011006.000000 Penalty: 5934.690918
	Iteration 30Q: 3 clusters Score -2.401101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24011012.000000 Penalty: 5934.690918
	Iteration 31Q: 3 clusters Score -2.401101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24011020.000000 Penalty: 5934.690918
	Iteration 32Q: 3 clusters Score -2.401102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156892 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24011026.000000 Penalty: 5934.690918
	Iteration 33Q: 3 clusters Score -2.401103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24011026.000000 Penalty: 5934.690918
	Iteration 34Q: 3 clusters Score -2.401103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24011032.000000 Penalty: 5934.690918
	Iteration 35Q: 3 clusters Score -2.401103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24011030.000000 Penalty: 5934.690918
	Iteration 36Q: 3 clusters Score -2.401103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156898 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24011034.000000 Penalty: 5934.690918
	Iteration 37Q: 3 clusters Score -2.401103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24011024.000000 Penalty: 5934.690918
	Iteration 38Q: 3 clusters Score -2.401102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24011030.000000 Penalty: 5934.690918
	Iteration 39Q: 3 clusters Score -2.401103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24011036.000000 Penalty: 5934.690918
	Iteration 40F: 3 clusters Score -2.401104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24011034.000000 Penalty: 5934.690918
	Iteration 41Q: 3 clusters Score -2.401103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24011034.000000 Penalty: 5934.690918
	Iteration 42F: 3 clusters Score -2.401103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -366339.656250 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -366339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -363416.531250 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -363416.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -364102.687500 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -364102.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364349.062500 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -364349.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -364560.437500 Penalty: 3892.490234
	Iteration 3F: 3 clusters Score -364560.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -364789.406250 Penalty: 3892.490234
	Iteration 4F: 3 clusters Score -364789.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -365007.031250 Penalty: 3892.490234
	Iteration 5F: 3 clusters Score -365007 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -365219.000000 Penalty: 3892.490234
	Iteration 6F: 3 clusters Score -365219 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -365372.375000 Penalty: 3892.490234
	Iteration 7F: 3 clusters Score -365372.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -365472.093750 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -365472.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -365544.125000 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -365544.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -365589.000000 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -365589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -365625.218750 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -365625.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -365643.687500 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -365643.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -365659.406250 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -365659.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -365670.656250 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -365670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -365677.687500 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -365677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -365681.375000 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -365681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -365685.718750 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -365685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -365688.062500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -365688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -365690.906250 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -365690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -365692.031250 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -365692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -365693.781250 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -365693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -365693.937500 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -365693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -365693.937500 Penalty: 3892.490234
	Iteration 23F: 3 clusters Score -365693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -1342968.875000 Penalty: 2249.342285
	Iteration 0F: 2 clusters Score -1342969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1336135.625000 Penalty: 4498.684570
	Iteration 0F: 3 clusters Score -1336136 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1337970.375000 Penalty: 4498.684570
	Iteration 1F: 3 clusters Score -1337970 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1338258.875000 Penalty: 4498.684570
	Iteration 2F: 3 clusters Score -1338259 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1338473.625000 Penalty: 4498.684570
	Iteration 3Q: 3 clusters Score -1338474 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1338639.875000 Penalty: 4498.684570
	Iteration 4Q: 3 clusters Score -1338640 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1338770.375000 Penalty: 4498.684570
	Iteration 5Q: 3 clusters Score -1338770 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1338906.750000 Penalty: 4498.684570
	Iteration 6Q: 3 clusters Score -1338907 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1339022.500000 Penalty: 4498.684570
	Iteration 7Q: 3 clusters Score -1339022 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1339147.125000 Penalty: 4498.684570
	Iteration 8Q: 3 clusters Score -1339147 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1339299.750000 Penalty: 4498.684570
	Iteration 9Q: 3 clusters Score -1339300 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1339455.500000 Penalty: 4498.684570
	Iteration 10Q: 3 clusters Score -1339456 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1339601.500000 Penalty: 4498.684570
	Iteration 11Q: 3 clusters Score -1339602 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1339730.250000 Penalty: 4498.684570
	Iteration 12Q: 3 clusters Score -1339730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1339834.375000 Penalty: 4498.684570
	Iteration 13Q: 3 clusters Score -1339834 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1339937.375000 Penalty: 4498.684570
	Iteration 14Q: 3 clusters Score -1339937 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1340011.750000 Penalty: 4498.684570
	Iteration 15Q: 3 clusters Score -1340012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1340079.500000 Penalty: 4498.684570
	Iteration 16Q: 3 clusters Score -1340080 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1340139.250000 Penalty: 4498.684570
	Iteration 17Q: 3 clusters Score -1340139 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1340204.625000 Penalty: 4498.684570
	Iteration 18Q: 3 clusters Score -1340205 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1340253.250000 Penalty: 4498.684570
	Iteration 19Q: 3 clusters Score -1340253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1340305.125000 Penalty: 4498.684570
	Iteration 20F: 3 clusters Score -1340305 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1340352.250000 Penalty: 4498.684570
	Iteration 21Q: 3 clusters Score -1340352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1340385.125000 Penalty: 4498.684570
	Iteration 22Q: 3 clusters Score -1340385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1340418.125000 Penalty: 4498.684570
	Iteration 23Q: 3 clusters Score -1340418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1340448.875000 Penalty: 4498.684570
	Iteration 24Q: 3 clusters Score -1340449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1340468.750000 Penalty: 4498.684570
	Iteration 25Q: 3 clusters Score -1340469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1340483.625000 Penalty: 4498.684570
	Iteration 26Q: 3 clusters Score -1340484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1340497.625000 Penalty: 4498.684570
	Iteration 27Q: 3 clusters Score -1340498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1340510.500000 Penalty: 4498.684570
	Iteration 28Q: 3 clusters Score -1340510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1340523.375000 Penalty: 4498.684570
	Iteration 29Q: 3 clusters Score -1340523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1340536.625000 Penalty: 4498.684570
	Iteration 30Q: 3 clusters Score -1340537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1340539.375000 Penalty: 4498.684570
	Iteration 31Q: 3 clusters Score -1340539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1340548.750000 Penalty: 4498.684570
	Iteration 32Q: 3 clusters Score -1340549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1340557.375000 Penalty: 4498.684570
	Iteration 33Q: 3 clusters Score -1340557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1340565.250000 Penalty: 4498.684570
	Iteration 34Q: 3 clusters Score -1340565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1340571.875000 Penalty: 4498.684570
	Iteration 35Q: 3 clusters Score -1340572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1340576.875000 Penalty: 4498.684570
	Iteration 36Q: 3 clusters Score -1340577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1340580.000000 Penalty: 4498.684570
	Iteration 37Q: 3 clusters Score -1340580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1340581.875000 Penalty: 4498.684570
	Iteration 38Q: 3 clusters Score -1340582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1340587.500000 Penalty: 4498.684570
	Iteration 39Q: 3 clusters Score -1340588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1340593.750000 Penalty: 4498.684570
	Iteration 40F: 3 clusters Score -1340594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1340600.500000 Penalty: 4498.684570
	Iteration 41Q: 3 clusters Score -1340600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1340602.750000 Penalty: 4498.684570
	Iteration 42Q: 3 clusters Score -1340603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1340608.375000 Penalty: 4498.684570
	Iteration 43Q: 3 clusters Score -1340608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1340613.000000 Penalty: 4498.684570
	Iteration 44Q: 3 clusters Score -1340613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1340616.125000 Penalty: 4498.684570
	Iteration 45Q: 3 clusters Score -1340616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1340616.875000 Penalty: 4498.684570
	Iteration 46Q: 3 clusters Score -1340617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1340617.500000 Penalty: 4498.684570
	Iteration 47Q: 3 clusters Score -1340618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1340621.125000 Penalty: 4498.684570
	Iteration 48Q: 3 clusters Score -1340621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1340622.500000 Penalty: 4498.684570
	Iteration 49Q: 3 clusters Score -1340622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1340626.375000 Penalty: 4498.684570
	Iteration 50Q: 3 clusters Score -1340626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1340625.250000 Penalty: 4498.684570
	Iteration 51Q: 3 clusters Score -1340625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1340626.000000 Penalty: 4498.684570
	Iteration 52Q: 3 clusters Score -1340626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1340631.750000 Penalty: 4498.684570
	Iteration 53Q: 3 clusters Score -1340632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1340632.625000 Penalty: 4498.684570
	Iteration 54Q: 3 clusters Score -1340633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1340638.000000 Penalty: 4498.684570
	Iteration 55Q: 3 clusters Score -1340638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1340639.375000 Penalty: 4498.684570
	Iteration 56Q: 3 clusters Score -1340639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1340641.625000 Penalty: 4498.684570
	Iteration 57Q: 3 clusters Score -1340642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1340644.625000 Penalty: 4498.684570
	Iteration 58Q: 3 clusters Score -1340645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1340645.000000 Penalty: 4498.684570
	Iteration 59Q: 3 clusters Score -1340645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1340645.125000 Penalty: 4498.684570
	Iteration 60F: 3 clusters Score -1340645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1340646.500000 Penalty: 4498.684570
	Iteration 61Q: 3 clusters Score -1340646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1340647.250000 Penalty: 4498.684570
	Iteration 62Q: 3 clusters Score -1340647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1340646.250000 Penalty: 4498.684570
	Iteration 63Q: 3 clusters Score -1340646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1340647.500000 Penalty: 4498.684570
	Iteration 64Q: 3 clusters Score -1340648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1340647.500000 Penalty: 4498.684570
	Iteration 65F: 3 clusters Score -1340648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -238374.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -238374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -235989.875000 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -235989.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -236469.687500 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -236469.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -236713.812500 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -236713.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236935.421875 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -236935.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237130.375000 Penalty: 3683.273193
	Iteration 4F: 3 clusters Score -237130.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -237328.171875 Penalty: 3683.273193
	Iteration 5F: 3 clusters Score -237328.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237494.343750 Penalty: 3683.273193
	Iteration 6F: 3 clusters Score -237494.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -237645.187500 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -237645.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237813.406250 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -237813.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -237953.453125 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -237953.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238041.375000 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -238041.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238086.453125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -238086.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -238104.000000 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -238104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -238108.921875 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -238108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238109.578125 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -238109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -238110.109375 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -238110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -238110.109375 Penalty: 3683.273193
	Iteration 16F: 3 clusters Score -238110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -110278.531250 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -110278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108580.289062 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -108580.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109289.921875 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -109289.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109747.101562 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -109747.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109995.335938 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -109995.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110315.796875 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -110315.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110483.664062 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -110483.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110615.156250 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -110615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110726.421875 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -110726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110766.460938 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -110766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110793.046875 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -110793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110838.164062 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -110838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110894.945312 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -110894.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110925.820312 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -110925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110931.929688 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -110931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110933.031250 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -110933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110935.085938 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -110935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110938.921875 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -110938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110942.312500 Penalty: 3361.712646
	Iteration 17F: 3 clusters Score -110942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110953.914062 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -110953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110957.562500 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -110957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110959.820312 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -110959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110962.796875 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -110962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110964.843750 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -110964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110964.843750 Penalty: 3361.712646
	Iteration 23F: 3 clusters Score -110964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 484 members 
Entering Unmasked Estep 
Score: -70335448.000000 Penalty: 123100.109375
Splitting cluster 12 changes total score from -70336400.000000 to -70335448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -316302.531250 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -316302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -313632.937500 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -313632.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -314161.937500 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -314161.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -314315.500000 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -314315.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -314416.218750 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -314416.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -314484.562500 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -314484.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -314549.000000 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -314549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -314605.812500 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -314605.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -314648.000000 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -314648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -314675.656250 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -314675.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -314694.062500 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -314694.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -314704.531250 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -314704.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -314713.031250 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -314713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -314719.687500 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -314719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -314724.125000 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -314724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -314728.218750 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -314728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -314730.687500 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -314730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -314736.531250 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -314736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -314739.687500 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -314739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -314744.406250 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -314744.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -314751.093750 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -314751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -314757.250000 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -314757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -314760.906250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -314760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -314765.156250 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -314765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -314768.687500 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -314768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -314771.656250 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -314771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -314774.968750 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -314775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -314778.218750 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -314778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -314778.625000 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -314778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -314780.093750 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -314780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -314780.500000 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -314780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -314781.250000 Penalty: 3797.308594
	Iteration 30Q: 3 clusters Score -314781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -314781.687500 Penalty: 3797.308594
	Iteration 31Q: 3 clusters Score -314781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -314782.062500 Penalty: 3797.308594
	Iteration 32Q: 3 clusters Score -314782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -314782.062500 Penalty: 3797.308594
	Iteration 33F: 3 clusters Score -314782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -351461.750000 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -351461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -348592.093750 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -348592.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -349342.781250 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -349342.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -349757.968750 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -349758 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350146.468750 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -350146.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -350472.593750 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -350472.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -350663.000000 Penalty: 3871.313232
	Iteration 5F: 3 clusters Score -350663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -350773.718750 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -350773.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -350835.718750 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -350835.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -350867.812500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -350867.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -350893.906250 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -350893.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -350908.906250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -350908.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -350925.031250 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -350925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -350942.593750 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -350942.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -350958.156250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -350958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -350966.031250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -350966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -350968.625000 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -350968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -350971.687500 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -350971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -350973.593750 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -350973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -350974.750000 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -350974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -350976.000000 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -350976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -350978.031250 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -350978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -660747.000000 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -660747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -656580.187500 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -656580.2 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -657628.187500 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -657628.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -657959.250000 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -657959.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -658290.812500 Penalty: 4166.838379
	Iteration 3F: 3 clusters Score -658290.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -658589.125000 Penalty: 4166.838379
	Iteration 4F: 3 clusters Score -658589.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -658818.562500 Penalty: 4166.838379
	Iteration 5F: 3 clusters Score -658818.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -658949.125000 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -658949.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -659034.937500 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -659034.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -659087.687500 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -659087.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -659126.437500 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -659126.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -659154.687500 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -659154.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -659183.875000 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -659183.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -659204.687500 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -659204.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -659218.125000 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -659218.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -659230.750000 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -659230.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -659240.375000 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -659240.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -659250.750000 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -659250.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -659255.000000 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -659255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -659258.125000 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -659258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -659261.875000 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -659261.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -659264.750000 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -659264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -659266.875000 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -659266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -659269.812500 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -659269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -659272.562500 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -659272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -659276.250000 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -659276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -659280.437500 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -659280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -659289.000000 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -659289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -659306.000000 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -659306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -659325.187500 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -659325.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -659348.250000 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -659348.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -659389.562500 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -659389.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -659450.500000 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -659450.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -659534.187500 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -659534.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -659601.250000 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -659601.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -659658.125000 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -659658.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -659709.187500 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -659709.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -659747.500000 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -659747.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -659774.375000 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -659774.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -659798.875000 Penalty: 4166.838379
	Iteration 38Q: 3 clusters Score -659798.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -659817.687500 Penalty: 4166.838379
	Iteration 39Q: 3 clusters Score -659817.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -659833.062500 Penalty: 4166.838379
	Iteration 40F: 3 clusters Score -659833.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -659843.875000 Penalty: 4166.838379
	Iteration 41Q: 3 clusters Score -659843.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -659856.500000 Penalty: 4166.838379
	Iteration 42Q: 3 clusters Score -659856.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -659868.187500 Penalty: 4166.838379
	Iteration 43Q: 3 clusters Score -659868.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -659873.312500 Penalty: 4166.838379
	Iteration 44Q: 3 clusters Score -659873.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -659880.187500 Penalty: 4166.838379
	Iteration 45Q: 3 clusters Score -659880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -659882.625000 Penalty: 4166.838379
	Iteration 46Q: 3 clusters Score -659882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -659885.812500 Penalty: 4166.838379
	Iteration 47Q: 3 clusters Score -659885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -659889.250000 Penalty: 4166.838379
	Iteration 48Q: 3 clusters Score -659889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -659892.000000 Penalty: 4166.838379
	Iteration 49Q: 3 clusters Score -659892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -659895.687500 Penalty: 4166.838379
	Iteration 50Q: 3 clusters Score -659895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -659900.187500 Penalty: 4166.838379
	Iteration 51Q: 3 clusters Score -659900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -659902.375000 Penalty: 4166.838379
	Iteration 52Q: 3 clusters Score -659902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -659903.000000 Penalty: 4166.838379
	Iteration 53Q: 3 clusters Score -659903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -659906.187500 Penalty: 4166.838379
	Iteration 54Q: 3 clusters Score -659906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -659907.937500 Penalty: 4166.838379
	Iteration 55Q: 3 clusters Score -659907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -659908.812500 Penalty: 4166.838379
	Iteration 56Q: 3 clusters Score -659908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -659908.437500 Penalty: 4166.838379
	Iteration 57Q: 3 clusters Score -659908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -659909.687500 Penalty: 4166.838379
	Iteration 58Q: 3 clusters Score -659909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659908.875000 Penalty: 4166.838379
	Iteration 59Q: 3 clusters Score -659908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659908.875000 Penalty: 4166.838379
	Iteration 60F: 3 clusters Score -659908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -136880.765625 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -136880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134882.250000 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -134882.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135274.625000 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -135274.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135544.312500 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -135544.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135855.328125 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -135855.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136103.781250 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -136103.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136280.515625 Penalty: 3458.877441
	Iteration 5F: 3 clusters Score -136280.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136410.843750 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -136410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136486.578125 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -136486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136519.453125 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -136519.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136534.640625 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -136534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136535.406250 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -136535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136535.406250 Penalty: 3458.877441
	Iteration 11F: 3 clusters Score -136535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -103270.023438 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -103270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101541.609375 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -101541.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101997.820312 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -101997.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102236.750000 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -102236.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102505.492188 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -102505.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102700.515625 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -102700.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102783.945312 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -102783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102807.234375 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -102807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -102831.054688 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -102831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102844.531250 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -102844.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102866.023438 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -102866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102877.281250 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -102877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102877.281250 Penalty: 3360.014893
	Iteration 11F: 3 clusters Score -102877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -75440.218750 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -75440.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73943.593750 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -73943.59 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74284.531250 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -74284.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74403.007812 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -74403.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74490.242188 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -74490.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74568.945312 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -74568.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74594.406250 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -74594.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74628.742188 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -74628.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74654.359375 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -74654.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74681.937500 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -74681.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74699.359375 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -74699.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74716.789062 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -74716.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74729.039062 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -74729.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74766.117188 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -74766.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74797.296875 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -74797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74831.257812 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -74831.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74839.164062 Penalty: 3167.892090
	Iteration 15Q: 3 clusters Score -74839.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74846.554688 Penalty: 3167.892090
	Iteration 16Q: 3 clusters Score -74846.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74847.265625 Penalty: 3167.892090
	Iteration 17Q: 3 clusters Score -74847.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74848.171875 Penalty: 3167.892090
	Iteration 18F: 3 clusters Score -74848.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74856.125000 Penalty: 3167.892090
	Iteration 19Q: 3 clusters Score -74856.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74871.148438 Penalty: 3167.892090
	Iteration 20F: 3 clusters Score -74871.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74882.484375 Penalty: 3167.892090
	Iteration 21Q: 3 clusters Score -74882.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74886.210938 Penalty: 3167.892090
	Iteration 22Q: 3 clusters Score -74886.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74886.210938 Penalty: 3167.892090
	Iteration 23F: 3 clusters Score -74886.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Entering Unmasked Estep 
Score: -3212294.000000 Penalty: 2464.212891
	Iteration 0F: 2 clusters Score -3212294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3197783.000000 Penalty: 4928.425781
	Iteration 0F: 3 clusters Score -3197783 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3202639.250000 Penalty: 4928.425781
	Iteration 1F: 3 clusters Score -3202639 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3203088.500000 Penalty: 4928.425781
	Iteration 2F: 3 clusters Score -3203088 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3203423.000000 Penalty: 4928.425781
	Iteration 3Q: 3 clusters Score -3203423 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3203691.750000 Penalty: 4928.425781
	Iteration 4Q: 3 clusters Score -3203692 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3203937.500000 Penalty: 4928.425781
	Iteration 5Q: 3 clusters Score -3203938 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3204206.000000 Penalty: 4928.425781
	Iteration 6Q: 3 clusters Score -3204206 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3204498.500000 Penalty: 4928.425781
	Iteration 7Q: 3 clusters Score -3204498 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3204872.000000 Penalty: 4928.425781
	Iteration 8Q: 3 clusters Score -3204872 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3205395.000000 Penalty: 4928.425781
	Iteration 9Q: 3 clusters Score -3205395 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3206132.750000 Penalty: 4928.425781
	Iteration 10F: 3 clusters Score -3206133 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3207146.750000 Penalty: 4928.425781
	Iteration 11F: 3 clusters Score -3207147 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3208323.750000 Penalty: 4928.425781
	Iteration 12F: 3 clusters Score -3208324 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3209309.250000 Penalty: 4928.425781
	Iteration 13F: 3 clusters Score -3209309 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3209988.250000 Penalty: 4928.425781
	Iteration 14Q: 3 clusters Score -3209988 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3210376.750000 Penalty: 4928.425781
	Iteration 15Q: 3 clusters Score -3210377 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3210593.500000 Penalty: 4928.425781
	Iteration 16Q: 3 clusters Score -3210594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3210740.250000 Penalty: 4928.425781
	Iteration 17Q: 3 clusters Score -3210740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3210837.750000 Penalty: 4928.425781
	Iteration 18Q: 3 clusters Score -3210838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3210899.000000 Penalty: 4928.425781
	Iteration 19Q: 3 clusters Score -3210899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3210914.000000 Penalty: 4928.425781
	Iteration 20F: 3 clusters Score -3210914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3210928.750000 Penalty: 4928.425781
	Iteration 21Q: 3 clusters Score -3210929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3210935.000000 Penalty: 4928.425781
	Iteration 22Q: 3 clusters Score -3210935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3210939.000000 Penalty: 4928.425781
	Iteration 23Q: 3 clusters Score -3210939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3210945.500000 Penalty: 4928.425781
	Iteration 24Q: 3 clusters Score -3210946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3210952.500000 Penalty: 4928.425781
	Iteration 25Q: 3 clusters Score -3210952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3210952.750000 Penalty: 4928.425781
	Iteration 26Q: 3 clusters Score -3210953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3210952.750000 Penalty: 4928.425781
	Iteration 27F: 3 clusters Score -3210953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1561455.000000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1561455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1553580.125000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1553580 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1556128.125000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1556128 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1556529.625000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1556530 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1556841.000000 Penalty: 4582.749023
	Iteration 3F: 3 clusters Score -1556841 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1557098.125000 Penalty: 4582.749023
	Iteration 4Q: 3 clusters Score -1557098 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1557326.500000 Penalty: 4582.749023
	Iteration 5Q: 3 clusters Score -1557326 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1557546.125000 Penalty: 4582.749023
	Iteration 6Q: 3 clusters Score -1557546 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1557774.250000 Penalty: 4582.749023
	Iteration 7Q: 3 clusters Score -1557774 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1558033.125000 Penalty: 4582.749023
	Iteration 8Q: 3 clusters Score -1558033 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1558298.875000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1558299 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1558592.125000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1558592 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1558895.375000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1558895 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1559235.625000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1559236 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1559636.000000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1559636 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1560138.875000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1560139 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1560668.875000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1560669 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1561068.875000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1561069 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1561298.500000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1561298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1561361.625000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1561362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1561388.250000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1561388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1561398.500000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1561398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1561400.500000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1561400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1561403.125000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1561403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1561405.125000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1561405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1561403.750000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1561404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1561403.750000 Penalty: 4582.749023
	Iteration 25F: 3 clusters Score -1561404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -205232.734375 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -205232.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -203047.812500 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -203047.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -203704.640625 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -203704.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -204053.203125 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -204053.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -204260.187500 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -204260.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -204358.640625 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -204358.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -204432.296875 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -204432.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -204509.687500 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -204509.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -204566.078125 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -204566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -204586.000000 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -204586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -204606.453125 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -204606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -204628.140625 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -204628.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -204657.218750 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -204657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -204677.671875 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -204677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -204687.078125 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -204687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -204692.921875 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -204692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -204694.718750 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -204694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -204698.234375 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -204698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -204701.578125 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -204701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -204702.062500 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -204702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -204702.609375 Penalty: 3608.141846
	Iteration 19Q: 3 clusters Score -204702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -204703.078125 Penalty: 3608.141846
	Iteration 20F: 3 clusters Score -204703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -204705.281250 Penalty: 3608.141846
	Iteration 21Q: 3 clusters Score -204705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -204709.703125 Penalty: 3608.141846
	Iteration 22Q: 3 clusters Score -204709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -204710.484375 Penalty: 3608.141846
	Iteration 23Q: 3 clusters Score -204710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -204713.375000 Penalty: 3608.141846
	Iteration 24Q: 3 clusters Score -204713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -204718.078125 Penalty: 3608.141846
	Iteration 25Q: 3 clusters Score -204718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -204720.125000 Penalty: 3608.141846
	Iteration 26Q: 3 clusters Score -204720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -204721.703125 Penalty: 3608.141846
	Iteration 27Q: 3 clusters Score -204721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -204721.953125 Penalty: 3608.141846
	Iteration 28Q: 3 clusters Score -204722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -204723.421875 Penalty: 3608.141846
	Iteration 29Q: 3 clusters Score -204723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -204728.531250 Penalty: 3608.141846
	Iteration 30Q: 3 clusters Score -204728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -204731.203125 Penalty: 3608.141846
	Iteration 31Q: 3 clusters Score -204731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -204732.437500 Penalty: 3608.141846
	Iteration 32Q: 3 clusters Score -204732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -204733.875000 Penalty: 3608.141846
	Iteration 33Q: 3 clusters Score -204733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -204733.875000 Penalty: 3608.141846
	Iteration 34F: 3 clusters Score -204733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Entering Unmasked Estep 
Score: -3783607.250000 Penalty: 2512.344971
	Iteration 0F: 2 clusters Score -3783607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3766285.000000 Penalty: 5024.689941
	Iteration 0F: 3 clusters Score -3766285 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3772271.750000 Penalty: 5024.689941
	Iteration 1F: 3 clusters Score -3772272 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3772660.750000 Penalty: 5024.689941
	Iteration 2Q: 3 clusters Score -3772661 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3773009.000000 Penalty: 5024.689941
	Iteration 3Q: 3 clusters Score -3773009 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3773349.250000 Penalty: 5024.689941
	Iteration 4Q: 3 clusters Score -3773349 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3773762.750000 Penalty: 5024.689941
	Iteration 5Q: 3 clusters Score -3773763 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3774377.750000 Penalty: 5024.689941
	Iteration 6Q: 3 clusters Score -3774378 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3775314.750000 Penalty: 5024.689941
	Iteration 7F: 3 clusters Score -3775315 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3776627.000000 Penalty: 5024.689941
	Iteration 8F: 3 clusters Score -3776627 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3778201.250000 Penalty: 5024.689941
	Iteration 9F: 3 clusters Score -3778201 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3779583.750000 Penalty: 5024.689941
	Iteration 10F: 3 clusters Score -3779584 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3780518.500000 Penalty: 5024.689941
	Iteration 11Q: 3 clusters Score -3780518 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3781009.500000 Penalty: 5024.689941
	Iteration 12Q: 3 clusters Score -3781010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3781242.250000 Penalty: 5024.689941
	Iteration 13Q: 3 clusters Score -3781242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3781338.250000 Penalty: 5024.689941
	Iteration 14Q: 3 clusters Score -3781338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3781380.500000 Penalty: 5024.689941
	Iteration 15Q: 3 clusters Score -3781380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3781410.500000 Penalty: 5024.689941
	Iteration 16Q: 3 clusters Score -3781410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3781435.750000 Penalty: 5024.689941
	Iteration 17Q: 3 clusters Score -3781436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3781448.750000 Penalty: 5024.689941
	Iteration 18Q: 3 clusters Score -3781449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3781452.000000 Penalty: 5024.689941
	Iteration 19Q: 3 clusters Score -3781452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3781455.500000 Penalty: 5024.689941
	Iteration 20F: 3 clusters Score -3781456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3781461.500000 Penalty: 5024.689941
	Iteration 21Q: 3 clusters Score -3781462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3781461.500000 Penalty: 5024.689941
	Iteration 22F: 3 clusters Score -3781462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -51683.636719 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -51683.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50494.199219 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -50494.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50802.414062 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -50802.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50926.003906 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -50926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51001.855469 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -51001.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51059.953125 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -51059.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51064.109375 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -51064.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51070.210938 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -51070.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51079.347656 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -51079.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51079.347656 Penalty: 2994.783936
	Iteration 8F: 3 clusters Score -51079.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -777761.375000 Penalty: 2128.718506
	Iteration 0F: 2 clusters Score -777761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -773037.375000 Penalty: 4257.437012
	Iteration 0F: 3 clusters Score -773037.4 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -774317.437500 Penalty: 4257.437012
	Iteration 1F: 3 clusters Score -774317.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -774678.437500 Penalty: 4257.437012
	Iteration 2F: 3 clusters Score -774678.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -774949.312500 Penalty: 4257.437012
	Iteration 3F: 3 clusters Score -774949.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -775172.062500 Penalty: 4257.437012
	Iteration 4F: 3 clusters Score -775172.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -775337.187500 Penalty: 4257.437012
	Iteration 5Q: 3 clusters Score -775337.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -775485.562500 Penalty: 4257.437012
	Iteration 6Q: 3 clusters Score -775485.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -775622.187500 Penalty: 4257.437012
	Iteration 7Q: 3 clusters Score -775622.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -775757.625000 Penalty: 4257.437012
	Iteration 8Q: 3 clusters Score -775757.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -775888.875000 Penalty: 4257.437012
	Iteration 9Q: 3 clusters Score -775888.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -775994.937500 Penalty: 4257.437012
	Iteration 10Q: 3 clusters Score -775994.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -776097.875000 Penalty: 4257.437012
	Iteration 11Q: 3 clusters Score -776097.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -776173.125000 Penalty: 4257.437012
	Iteration 12Q: 3 clusters Score -776173.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -776240.562500 Penalty: 4257.437012
	Iteration 13Q: 3 clusters Score -776240.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -776293.312500 Penalty: 4257.437012
	Iteration 14Q: 3 clusters Score -776293.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -776324.250000 Penalty: 4257.437012
	Iteration 15Q: 3 clusters Score -776324.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -776346.125000 Penalty: 4257.437012
	Iteration 16Q: 3 clusters Score -776346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -776366.125000 Penalty: 4257.437012
	Iteration 17Q: 3 clusters Score -776366.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -776383.375000 Penalty: 4257.437012
	Iteration 18Q: 3 clusters Score -776383.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -776404.750000 Penalty: 4257.437012
	Iteration 19Q: 3 clusters Score -776404.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -776418.500000 Penalty: 4257.437012
	Iteration 20F: 3 clusters Score -776418.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -776436.312500 Penalty: 4257.437012
	Iteration 21Q: 3 clusters Score -776436.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -776455.312500 Penalty: 4257.437012
	Iteration 22Q: 3 clusters Score -776455.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -776461.750000 Penalty: 4257.437012
	Iteration 23Q: 3 clusters Score -776461.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -776468.312500 Penalty: 4257.437012
	Iteration 24Q: 3 clusters Score -776468.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -776474.187500 Penalty: 4257.437012
	Iteration 25Q: 3 clusters Score -776474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -776482.625000 Penalty: 4257.437012
	Iteration 26Q: 3 clusters Score -776482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -776488.625000 Penalty: 4257.437012
	Iteration 27Q: 3 clusters Score -776488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -776496.875000 Penalty: 4257.437012
	Iteration 28Q: 3 clusters Score -776496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -776500.562500 Penalty: 4257.437012
	Iteration 29Q: 3 clusters Score -776500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -776505.937500 Penalty: 4257.437012
	Iteration 30Q: 3 clusters Score -776505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -776509.812500 Penalty: 4257.437012
	Iteration 31Q: 3 clusters Score -776509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -776511.625000 Penalty: 4257.437012
	Iteration 32Q: 3 clusters Score -776511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -776515.312500 Penalty: 4257.437012
	Iteration 33Q: 3 clusters Score -776515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -776517.750000 Penalty: 4257.437012
	Iteration 34Q: 3 clusters Score -776517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -776519.375000 Penalty: 4257.437012
	Iteration 35Q: 3 clusters Score -776519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -776523.437500 Penalty: 4257.437012
	Iteration 36Q: 3 clusters Score -776523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -776527.687500 Penalty: 4257.437012
	Iteration 37Q: 3 clusters Score -776527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -776529.312500 Penalty: 4257.437012
	Iteration 38Q: 3 clusters Score -776529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -776529.875000 Penalty: 4257.437012
	Iteration 39Q: 3 clusters Score -776529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -776529.625000 Penalty: 4257.437012
	Iteration 40F: 3 clusters Score -776529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -288109.093750 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -288109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -285490.937500 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -285490.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -286027.843750 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -286027.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -286215.218750 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -286215.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -286360.000000 Penalty: 3761.290771
	Iteration 3F: 3 clusters Score -286360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -286485.468750 Penalty: 3761.290771
	Iteration 4Q: 3 clusters Score -286485.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -286603.343750 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -286603.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -286730.781250 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -286730.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -286869.718750 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -286869.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -287006.187500 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -287006.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -287137.750000 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -287137.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -287254.187500 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -287254.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -287324.843750 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -287324.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -287359.343750 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -287359.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -287396.781250 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -287396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -287425.156250 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -287425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287443.375000 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -287443.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -287460.625000 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -287460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -287472.250000 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -287472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -287478.187500 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -287478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -287479.906250 Penalty: 3761.290771
	Iteration 19Q: 3 clusters Score -287479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -287481.656250 Penalty: 3761.290771
	Iteration 20F: 3 clusters Score -287481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -287483.625000 Penalty: 3761.290771
	Iteration 21Q: 3 clusters Score -287483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -287484.406250 Penalty: 3761.290771
	Iteration 22Q: 3 clusters Score -287484.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -287484.406250 Penalty: 3761.290771
	Iteration 23F: 3 clusters Score -287484.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -114819.320312 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -114819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113203.867188 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -113203.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113851.710938 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -113851.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114217.257812 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -114217.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114451.476562 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -114451.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114548.921875 Penalty: 3332.031250
	Iteration 4Q: 3 clusters Score -114548.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114602.117188 Penalty: 3332.031250
	Iteration 5Q: 3 clusters Score -114602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -114628.875000 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -114628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114642.992188 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -114643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114650.734375 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -114650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114661.203125 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -114661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114668.859375 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -114668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114672.492188 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -114672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -114674.890625 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -114674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114680.921875 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -114680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114681.851562 Penalty: 3332.031250
	Iteration 14Q: 3 clusters Score -114681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114685.687500 Penalty: 3332.031250
	Iteration 15Q: 3 clusters Score -114685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114685.687500 Penalty: 3332.031250
	Iteration 16F: 3 clusters Score -114685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -34813.324219 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -34813.32 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 121 members 
Entering Unmasked Estep 
Score: -33575.554688 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -33575.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33647.082031 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -33647.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33690.320312 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -33690.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33753.285156 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -33753.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34036.730469 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -34036.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -34149.269531 Penalty: 2752.341797
	Iteration 5F: 3 clusters Score -34149.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -34196.531250 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -34196.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -34210.390625 Penalty: 2752.341797
	Iteration 7Q: 3 clusters Score -34210.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -34219.000000 Penalty: 2752.341797
	Iteration 8Q: 3 clusters Score -34219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -34224.894531 Penalty: 2752.341797
	Iteration 9Q: 3 clusters Score -34224.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -34224.894531 Penalty: 2752.341797
	Iteration 10F: 3 clusters Score -34224.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -27323.044922 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -27323.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26253.251953 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -26253.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26667.480469 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -26667.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26746.441406 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -26746.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26784.626953 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -26784.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26809.154297 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26809.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26820.453125 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -26820.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26820.453125 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -26820.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (99245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Entering Unmasked Estep 
Score: -15257825.000000 Penalty: 2853.326172
	Iteration 0F: 2 clusters Score -1.525782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -15191910.000000 Penalty: 5706.652344
	Iteration 0F: 3 clusters Score -1.519191e+07 nChanged 46868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -15218929.000000 Penalty: 5706.652344
	Iteration 1F: 3 clusters Score -1.521893e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -15220306.000000 Penalty: 5706.652344
	Iteration 2Q: 3 clusters Score -1.522031e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -15222359.000000 Penalty: 5706.652344
	Iteration 3Q: 3 clusters Score -1.522236e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -15225125.000000 Penalty: 5706.652344
	Iteration 4F: 3 clusters Score -1.522512e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -15228929.000000 Penalty: 5706.652344
	Iteration 5F: 3 clusters Score -1.522893e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -15233280.000000 Penalty: 5706.652344
	Iteration 6F: 3 clusters Score -1.523328e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -15238038.000000 Penalty: 5706.652344
	Iteration 7F: 3 clusters Score -1.523804e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -15241741.000000 Penalty: 5706.652344
	Iteration 8F: 3 clusters Score -1.524174e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -15244421.000000 Penalty: 5706.652344
	Iteration 9Q: 3 clusters Score -1.524442e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -15246040.000000 Penalty: 5706.652344
	Iteration 10Q: 3 clusters Score -1.524604e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -15247182.000000 Penalty: 5706.652344
	Iteration 11Q: 3 clusters Score -1.524718e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -15248088.000000 Penalty: 5706.652344
	Iteration 12Q: 3 clusters Score -1.524809e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -15248989.000000 Penalty: 5706.652344
	Iteration 13Q: 3 clusters Score -1.524899e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -15249794.000000 Penalty: 5706.652344
	Iteration 14Q: 3 clusters Score -1.524979e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -15250560.000000 Penalty: 5706.652344
	Iteration 15Q: 3 clusters Score -1.525056e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -15251227.000000 Penalty: 5706.652344
	Iteration 16Q: 3 clusters Score -1.525123e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -15251949.000000 Penalty: 5706.652344
	Iteration 17Q: 3 clusters Score -1.525195e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -15252657.000000 Penalty: 5706.652344
	Iteration 18Q: 3 clusters Score -1.525266e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -15253277.000000 Penalty: 5706.652344
	Iteration 19Q: 3 clusters Score -1.525328e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -15253632.000000 Penalty: 5706.652344
	Iteration 20F: 3 clusters Score -1.525363e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -15254061.000000 Penalty: 5706.652344
	Iteration 21Q: 3 clusters Score -1.525406e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -15254466.000000 Penalty: 5706.652344
	Iteration 22Q: 3 clusters Score -1.525447e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -15254770.000000 Penalty: 5706.652344
	Iteration 23Q: 3 clusters Score -1.525477e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -15254968.000000 Penalty: 5706.652344
	Iteration 24Q: 3 clusters Score -1.525497e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -15255112.000000 Penalty: 5706.652344
	Iteration 25Q: 3 clusters Score -1.525511e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -15255208.000000 Penalty: 5706.652344
	Iteration 26Q: 3 clusters Score -1.525521e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -15255268.000000 Penalty: 5706.652344
	Iteration 27Q: 3 clusters Score -1.525527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -15255292.000000 Penalty: 5706.652344
	Iteration 28Q: 3 clusters Score -1.525529e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -15255342.000000 Penalty: 5706.652344
	Iteration 29Q: 3 clusters Score -1.525534e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -15255343.000000 Penalty: 5706.652344
	Iteration 30Q: 3 clusters Score -1.525534e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -15255393.000000 Penalty: 5706.652344
	Iteration 31Q: 3 clusters Score -1.525539e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -15255411.000000 Penalty: 5706.652344
	Iteration 32Q: 3 clusters Score -1.525541e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -15255425.000000 Penalty: 5706.652344
	Iteration 33Q: 3 clusters Score -1.525542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 97970 members 
Entering Unmasked Estep 
Score: -15255467.000000 Penalty: 5706.652344
	Iteration 34Q: 3 clusters Score -1.525547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -15255474.000000 Penalty: 5706.652344
	Iteration 35Q: 3 clusters Score -1.525547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 98030 members 
Entering Unmasked Estep 
Score: -15255496.000000 Penalty: 5706.652344
	Iteration 36Q: 3 clusters Score -1.52555e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -15255499.000000 Penalty: 5706.652344
	Iteration 37Q: 3 clusters Score -1.52555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 98062 members 
Entering Unmasked Estep 
Score: -15255506.000000 Penalty: 5706.652344
	Iteration 38Q: 3 clusters Score -1.525551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -15255512.000000 Penalty: 5706.652344
	Iteration 39Q: 3 clusters Score -1.525551e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -15255545.000000 Penalty: 5706.652344
	Iteration 40F: 3 clusters Score -1.525554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -15255553.000000 Penalty: 5706.652344
	Iteration 41Q: 3 clusters Score -1.525555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -15255532.000000 Penalty: 5706.652344
	Iteration 42Q: 3 clusters Score -1.525553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -15255537.000000 Penalty: 5706.652344
	Iteration 43Q: 3 clusters Score -1.525554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -15255564.000000 Penalty: 5706.652344
	Iteration 44Q: 3 clusters Score -1.525556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -15255580.000000 Penalty: 5706.652344
	Iteration 45Q: 3 clusters Score -1.525558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -15255580.000000 Penalty: 5706.652344
	Iteration 46Q: 3 clusters Score -1.525558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -15255589.000000 Penalty: 5706.652344
	Iteration 47Q: 3 clusters Score -1.525559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -15255585.000000 Penalty: 5706.652344
	Iteration 48Q: 3 clusters Score -1.525558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -15255586.000000 Penalty: 5706.652344
	Iteration 49Q: 3 clusters Score -1.525559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -15255585.000000 Penalty: 5706.652344
	Iteration 50Q: 3 clusters Score -1.525558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -15255593.000000 Penalty: 5706.652344
	Iteration 51Q: 3 clusters Score -1.525559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -15255599.000000 Penalty: 5706.652344
	Iteration 52Q: 3 clusters Score -1.52556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -15255603.000000 Penalty: 5706.652344
	Iteration 53Q: 3 clusters Score -1.52556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -15255605.000000 Penalty: 5706.652344
	Iteration 54Q: 3 clusters Score -1.52556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -15255609.000000 Penalty: 5706.652344
	Iteration 55Q: 3 clusters Score -1.525561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -15255608.000000 Penalty: 5706.652344
	Iteration 56Q: 3 clusters Score -1.525561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -15255608.000000 Penalty: 5706.652344
	Iteration 57Q: 3 clusters Score -1.525561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -15255606.000000 Penalty: 5706.652344
	Iteration 58Q: 3 clusters Score -1.525561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -15255608.000000 Penalty: 5706.652344
	Iteration 59Q: 3 clusters Score -1.525561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -15255619.000000 Penalty: 5706.652344
	Iteration 60F: 3 clusters Score -1.525562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -15255616.000000 Penalty: 5706.652344
	Iteration 61Q: 3 clusters Score -1.525562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -15255617.000000 Penalty: 5706.652344
	Iteration 62Q: 3 clusters Score -1.525562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -15255617.000000 Penalty: 5706.652344
	Iteration 63F: 3 clusters Score -1.525562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Entering Unmasked Estep 
Score: -1390689.750000 Penalty: 2258.860352
	Iteration 0F: 2 clusters Score -1390690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1383595.375000 Penalty: 4517.720703
	Iteration 0F: 3 clusters Score -1383595 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1385619.750000 Penalty: 4517.720703
	Iteration 1F: 3 clusters Score -1385620 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1385912.750000 Penalty: 4517.720703
	Iteration 2F: 3 clusters Score -1385913 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1386117.625000 Penalty: 4517.720703
	Iteration 3F: 3 clusters Score -1386118 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1386291.375000 Penalty: 4517.720703
	Iteration 4Q: 3 clusters Score -1386291 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1386450.750000 Penalty: 4517.720703
	Iteration 5Q: 3 clusters Score -1386451 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1386613.500000 Penalty: 4517.720703
	Iteration 6Q: 3 clusters Score -1386614 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1386817.000000 Penalty: 4517.720703
	Iteration 7Q: 3 clusters Score -1386817 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1387019.625000 Penalty: 4517.720703
	Iteration 8Q: 3 clusters Score -1387020 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1387234.375000 Penalty: 4517.720703
	Iteration 9Q: 3 clusters Score -1387234 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1387503.625000 Penalty: 4517.720703
	Iteration 10Q: 3 clusters Score -1387504 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1387773.625000 Penalty: 4517.720703
	Iteration 11Q: 3 clusters Score -1387774 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1388022.875000 Penalty: 4517.720703
	Iteration 12Q: 3 clusters Score -1388023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1388235.500000 Penalty: 4517.720703
	Iteration 13Q: 3 clusters Score -1388236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1388398.625000 Penalty: 4517.720703
	Iteration 14Q: 3 clusters Score -1388399 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1388521.500000 Penalty: 4517.720703
	Iteration 15Q: 3 clusters Score -1388522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1388615.250000 Penalty: 4517.720703
	Iteration 16Q: 3 clusters Score -1388615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1388663.375000 Penalty: 4517.720703
	Iteration 17Q: 3 clusters Score -1388663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1388706.375000 Penalty: 4517.720703
	Iteration 18Q: 3 clusters Score -1388706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1388743.000000 Penalty: 4517.720703
	Iteration 19Q: 3 clusters Score -1388743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1388760.875000 Penalty: 4517.720703
	Iteration 20F: 3 clusters Score -1388761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1388788.625000 Penalty: 4517.720703
	Iteration 21Q: 3 clusters Score -1388789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1388814.375000 Penalty: 4517.720703
	Iteration 22Q: 3 clusters Score -1388814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1388833.500000 Penalty: 4517.720703
	Iteration 23Q: 3 clusters Score -1388834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1388848.625000 Penalty: 4517.720703
	Iteration 24Q: 3 clusters Score -1388849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1388860.625000 Penalty: 4517.720703
	Iteration 25Q: 3 clusters Score -1388861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1388873.500000 Penalty: 4517.720703
	Iteration 26Q: 3 clusters Score -1388874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1388888.375000 Penalty: 4517.720703
	Iteration 27Q: 3 clusters Score -1388888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1388891.625000 Penalty: 4517.720703
	Iteration 28Q: 3 clusters Score -1388892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1388899.000000 Penalty: 4517.720703
	Iteration 29Q: 3 clusters Score -1388899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1388908.750000 Penalty: 4517.720703
	Iteration 30Q: 3 clusters Score -1388909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1388917.750000 Penalty: 4517.720703
	Iteration 31Q: 3 clusters Score -1388918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1388920.875000 Penalty: 4517.720703
	Iteration 32Q: 3 clusters Score -1388921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1388923.125000 Penalty: 4517.720703
	Iteration 33Q: 3 clusters Score -1388923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1388924.625000 Penalty: 4517.720703
	Iteration 34Q: 3 clusters Score -1388925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1388925.625000 Penalty: 4517.720703
	Iteration 35Q: 3 clusters Score -1388926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1388928.750000 Penalty: 4517.720703
	Iteration 36Q: 3 clusters Score -1388929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1388927.250000 Penalty: 4517.720703
	Iteration 37Q: 3 clusters Score -1388927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1388927.250000 Penalty: 4517.720703
	Iteration 38F: 3 clusters Score -1388927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -63502.359375 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -63502.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61971.636719 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -61971.64 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62219.855469 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -62219.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62343.015625 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -62343.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62422.417969 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -62422.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62485.378906 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -62485.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62515.875000 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -62515.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62538.914062 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -62538.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62567.085938 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -62567.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62604.636719 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -62604.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62654.488281 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -62654.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62735.074219 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -62735.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62806.453125 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -62806.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62941.191406 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -62941.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63121.156250 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -63121.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63154.277344 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -63154.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63166.476562 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -63166.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63169.980469 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -63169.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63175.882812 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -63175.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63175.882812 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -63175.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -317363.156250 Penalty: 1903.765503
	Iteration 0F: 2 clusters Score -317363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -314622.343750 Penalty: 3807.531006
	Iteration 0F: 3 clusters Score -314622.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -315118.125000 Penalty: 3807.531006
	Iteration 1F: 3 clusters Score -315118.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -315271.781250 Penalty: 3807.531006
	Iteration 2F: 3 clusters Score -315271.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -315333.781250 Penalty: 3807.531006
	Iteration 3Q: 3 clusters Score -315333.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -315382.812500 Penalty: 3807.531006
	Iteration 4Q: 3 clusters Score -315382.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -315423.593750 Penalty: 3807.531006
	Iteration 5Q: 3 clusters Score -315423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -315450.906250 Penalty: 3807.531006
	Iteration 6Q: 3 clusters Score -315450.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -315475.437500 Penalty: 3807.531006
	Iteration 7Q: 3 clusters Score -315475.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -315493.625000 Penalty: 3807.531006
	Iteration 8Q: 3 clusters Score -315493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -315519.625000 Penalty: 3807.531006
	Iteration 9Q: 3 clusters Score -315519.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -315543.750000 Penalty: 3807.531006
	Iteration 10Q: 3 clusters Score -315543.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -315561.718750 Penalty: 3807.531006
	Iteration 11Q: 3 clusters Score -315561.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -315580.093750 Penalty: 3807.531006
	Iteration 12Q: 3 clusters Score -315580.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -315606.125000 Penalty: 3807.531006
	Iteration 13Q: 3 clusters Score -315606.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -315619.562500 Penalty: 3807.531006
	Iteration 14Q: 3 clusters Score -315619.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -315629.500000 Penalty: 3807.531006
	Iteration 15Q: 3 clusters Score -315629.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -315638.437500 Penalty: 3807.531006
	Iteration 16Q: 3 clusters Score -315638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -315648.718750 Penalty: 3807.531006
	Iteration 17Q: 3 clusters Score -315648.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -315662.437500 Penalty: 3807.531006
	Iteration 18Q: 3 clusters Score -315662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -315671.562500 Penalty: 3807.531006
	Iteration 19Q: 3 clusters Score -315671.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -315683.750000 Penalty: 3807.531006
	Iteration 20F: 3 clusters Score -315683.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -315693.062500 Penalty: 3807.531006
	Iteration 21Q: 3 clusters Score -315693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -315700.031250 Penalty: 3807.531006
	Iteration 22Q: 3 clusters Score -315700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -315710.812500 Penalty: 3807.531006
	Iteration 23Q: 3 clusters Score -315710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -315722.500000 Penalty: 3807.531006
	Iteration 24Q: 3 clusters Score -315722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -315737.062500 Penalty: 3807.531006
	Iteration 25Q: 3 clusters Score -315737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -315747.000000 Penalty: 3807.531006
	Iteration 26Q: 3 clusters Score -315747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -315757.843750 Penalty: 3807.531006
	Iteration 27Q: 3 clusters Score -315757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -315761.406250 Penalty: 3807.531006
	Iteration 28Q: 3 clusters Score -315761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -315765.625000 Penalty: 3807.531006
	Iteration 29Q: 3 clusters Score -315765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -315771.156250 Penalty: 3807.531006
	Iteration 30Q: 3 clusters Score -315771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -315775.375000 Penalty: 3807.531006
	Iteration 31Q: 3 clusters Score -315775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -315777.937500 Penalty: 3807.531006
	Iteration 32Q: 3 clusters Score -315777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -315779.125000 Penalty: 3807.531006
	Iteration 33Q: 3 clusters Score -315779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -315780.375000 Penalty: 3807.531006
	Iteration 34Q: 3 clusters Score -315780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -315780.750000 Penalty: 3807.531006
	Iteration 35Q: 3 clusters Score -315780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -315781.593750 Penalty: 3807.531006
	Iteration 36Q: 3 clusters Score -315781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -315782.656250 Penalty: 3807.531006
	Iteration 37Q: 3 clusters Score -315782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -315783.937500 Penalty: 3807.531006
	Iteration 38Q: 3 clusters Score -315783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -315784.781250 Penalty: 3807.531006
	Iteration 39Q: 3 clusters Score -315784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -315784.968750 Penalty: 3807.531006
	Iteration 40F: 3 clusters Score -315785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -315785.656250 Penalty: 3807.531006
	Iteration 41Q: 3 clusters Score -315785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -315785.656250 Penalty: 3807.531006
	Iteration 42F: 3 clusters Score -315785.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -27903.345703 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -27903.35 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 120 members 
Entering Unmasked Estep 
Score: -26884.929688 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -26884.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27016.775391 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -27016.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27104.044922 Penalty: 2703.715088
	Iteration 2F: 3 clusters Score -27104.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27164.509766 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -27164.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27164.509766 Penalty: 2703.715088
	Iteration 4F: 3 clusters Score -27164.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -247448.156250 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -247448.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245073.187500 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -245073.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245747.828125 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -245747.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245989.343750 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -245989.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246152.796875 Penalty: 3712.525391
	Iteration 3F: 3 clusters Score -246152.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -246300.625000 Penalty: 3712.525391
	Iteration 4F: 3 clusters Score -246300.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -246387.812500 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -246387.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246434.625000 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -246434.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246454.515625 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -246454.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -246472.406250 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -246472.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246489.953125 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -246490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -246523.859375 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -246523.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -246560.187500 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -246560.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -246592.750000 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -246592.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -246636.390625 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -246636.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -246705.656250 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -246705.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -246749.750000 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -246749.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -246778.500000 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -246778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -246804.375000 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -246804.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -246827.281250 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -246827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -246840.843750 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -246840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -246848.640625 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -246848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -246852.156250 Penalty: 3712.525391
	Iteration 21Q: 3 clusters Score -246852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -246856.890625 Penalty: 3712.525391
	Iteration 22Q: 3 clusters Score -246856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -246859.421875 Penalty: 3712.525391
	Iteration 23Q: 3 clusters Score -246859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -246861.140625 Penalty: 3712.525391
	Iteration 24Q: 3 clusters Score -246861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -246861.703125 Penalty: 3712.525391
	Iteration 25Q: 3 clusters Score -246861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -246861.703125 Penalty: 3712.525391
	Iteration 26F: 3 clusters Score -246861.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -78425.507812 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -78425.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76852.515625 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -76852.52 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77047.039062 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -77047.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77146.789062 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -77146.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77215.351562 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -77215.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77266.007812 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -77266.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77306.570312 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -77306.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77321.562500 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -77321.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77343.101562 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -77343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77358.773438 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -77358.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77369.804688 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -77369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77385.757812 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -77385.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77398.953125 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -77398.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77413.546875 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -77413.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77449.945312 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -77449.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77505.492188 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -77505.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77593.968750 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -77593.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77747.062500 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -77747.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77876.976562 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -77876.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77963.515625 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -77963.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78091.171875 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -78091.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78325.976562 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -78325.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78737.656250 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -78737.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78989.929688 Penalty: 3158.620605
	Iteration 22Q: 3 clusters Score -78989.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -79249.890625 Penalty: 3158.620605
	Iteration 23Q: 3 clusters Score -79249.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79556.578125 Penalty: 3158.620605
	Iteration 24Q: 3 clusters Score -79556.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79556.578125 Penalty: 3158.620605
	Iteration 25F: 3 clusters Score -79556.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 271 members 
Entering Unmasked Estep 
Score: -70335840.000000 Penalty: 123100.109375
Splitting cluster 35 changes total score from -70336400.000000 to -70335840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -16628.710938 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -16628.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15816.792969 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -15816.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15927.834961 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -15927.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15957.069336 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -15957.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15971.729492 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -15971.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15974.973633 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -15974.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15974.973633 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -15974.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -72702.742188 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -72702.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71101.289062 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -71101.29 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71411.523438 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -71411.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71626.890625 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -71626.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71779.476562 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -71779.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71854.796875 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -71854.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71942.710938 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -71942.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72040.195312 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -72040.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72134.031250 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -72134.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72240.804688 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -72240.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72397.539062 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -72397.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72514.851562 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -72514.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72544.468750 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -72544.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72577.296875 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -72577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72615.304688 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -72615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72635.828125 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -72635.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72656.031250 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -72656.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72671.750000 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -72671.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72699.039062 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -72699.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72711.109375 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -72711.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72717.125000 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -72717.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72723.773438 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -72723.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72745.375000 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -72745.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72753.382812 Penalty: 3159.470947
	Iteration 22Q: 3 clusters Score -72753.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72757.648438 Penalty: 3159.470947
	Iteration 23Q: 3 clusters Score -72757.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72763.171875 Penalty: 3159.470947
	Iteration 24Q: 3 clusters Score -72763.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72774.515625 Penalty: 3159.470947
	Iteration 25Q: 3 clusters Score -72774.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72784.921875 Penalty: 3159.470947
	Iteration 26Q: 3 clusters Score -72784.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -72795.140625 Penalty: 3159.470947
	Iteration 27Q: 3 clusters Score -72795.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72799.585938 Penalty: 3159.470947
	Iteration 28Q: 3 clusters Score -72799.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72799.585938 Penalty: 3159.470947
	Iteration 29F: 3 clusters Score -72799.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 176 members 
Entering Unmasked Estep 
Score: -70334856.000000 Penalty: 123100.109375
Splitting cluster 37 changes total score from -70336400.000000 to -70334856.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336360.000000 Penalty: 119860.632812
Iteration 159Q: 38 clusters Score -7.033636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157173 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99245 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 160F: 38 clusters Score -7.033638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 161Q: 38 clusters Score -7.033638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70336376.000000 Penalty: 119860.632812
Iteration 162F: 38 clusters Score -7.033638e+07 nChanged 0
Entering ConstructFrom: 
Score: -70336376.000000 Penalty: 119860.632812
Entering ConstructFrom: 
Trying to split cluster 1 (11997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Entering Unmasked Estep 
Score: -1804074.000000 Penalty: 2329.318115
	Iteration 0F: 2 clusters Score -1804074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1795119.250000 Penalty: 4658.636230
	Iteration 0F: 3 clusters Score -1795119 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1797972.875000 Penalty: 4658.636230
	Iteration 1F: 3 clusters Score -1797973 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1798361.625000 Penalty: 4658.636230
	Iteration 2F: 3 clusters Score -1798362 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1798673.375000 Penalty: 4658.636230
	Iteration 3F: 3 clusters Score -1798673 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1798911.375000 Penalty: 4658.636230
	Iteration 4Q: 3 clusters Score -1798911 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1799121.875000 Penalty: 4658.636230
	Iteration 5Q: 3 clusters Score -1799122 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1799285.125000 Penalty: 4658.636230
	Iteration 6Q: 3 clusters Score -1799285 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1799423.250000 Penalty: 4658.636230
	Iteration 7Q: 3 clusters Score -1799423 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1799540.375000 Penalty: 4658.636230
	Iteration 8Q: 3 clusters Score -1799540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1799665.000000 Penalty: 4658.636230
	Iteration 9Q: 3 clusters Score -1799665 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1799788.250000 Penalty: 4658.636230
	Iteration 10Q: 3 clusters Score -1799788 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1799913.750000 Penalty: 4658.636230
	Iteration 11Q: 3 clusters Score -1799914 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1800062.500000 Penalty: 4658.636230
	Iteration 12Q: 3 clusters Score -1800062 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1800233.000000 Penalty: 4658.636230
	Iteration 13Q: 3 clusters Score -1800233 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1800414.500000 Penalty: 4658.636230
	Iteration 14Q: 3 clusters Score -1800414 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1800605.500000 Penalty: 4658.636230
	Iteration 15Q: 3 clusters Score -1800606 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1800802.125000 Penalty: 4658.636230
	Iteration 16Q: 3 clusters Score -1800802 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1801046.250000 Penalty: 4658.636230
	Iteration 17Q: 3 clusters Score -1801046 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1801263.000000 Penalty: 4658.636230
	Iteration 18Q: 3 clusters Score -1801263 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1801478.875000 Penalty: 4658.636230
	Iteration 19Q: 3 clusters Score -1801479 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1801635.125000 Penalty: 4658.636230
	Iteration 20F: 3 clusters Score -1801635 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1801774.000000 Penalty: 4658.636230
	Iteration 21Q: 3 clusters Score -1801774 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1801887.500000 Penalty: 4658.636230
	Iteration 22Q: 3 clusters Score -1801888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1801967.875000 Penalty: 4658.636230
	Iteration 23Q: 3 clusters Score -1801968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1802009.625000 Penalty: 4658.636230
	Iteration 24Q: 3 clusters Score -1802010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1802046.250000 Penalty: 4658.636230
	Iteration 25Q: 3 clusters Score -1802046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1802056.750000 Penalty: 4658.636230
	Iteration 26Q: 3 clusters Score -1802057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1802068.000000 Penalty: 4658.636230
	Iteration 27Q: 3 clusters Score -1802068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1802073.750000 Penalty: 4658.636230
	Iteration 28Q: 3 clusters Score -1802074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1802081.250000 Penalty: 4658.636230
	Iteration 29Q: 3 clusters Score -1802081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1802089.500000 Penalty: 4658.636230
	Iteration 30Q: 3 clusters Score -1802090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1802094.000000 Penalty: 4658.636230
	Iteration 31Q: 3 clusters Score -1802094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1802101.500000 Penalty: 4658.636230
	Iteration 32Q: 3 clusters Score -1802102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1802106.000000 Penalty: 4658.636230
	Iteration 33Q: 3 clusters Score -1802106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1802108.000000 Penalty: 4658.636230
	Iteration 34Q: 3 clusters Score -1802108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1802113.250000 Penalty: 4658.636230
	Iteration 35Q: 3 clusters Score -1802113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1802114.750000 Penalty: 4658.636230
	Iteration 36Q: 3 clusters Score -1802115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1802116.375000 Penalty: 4658.636230
	Iteration 37Q: 3 clusters Score -1802116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1802118.750000 Penalty: 4658.636230
	Iteration 38Q: 3 clusters Score -1802119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1802118.750000 Penalty: 4658.636230
	Iteration 39F: 3 clusters Score -1802119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Entering Unmasked Estep 
Score: -6905705.500000 Penalty: 2657.566406
	Iteration 0F: 2 clusters Score -6905706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -6875250.000000 Penalty: 5315.132812
	Iteration 0F: 3 clusters Score -6875250 nChanged 20727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -6886507.000000 Penalty: 5315.132812
	Iteration 1F: 3 clusters Score -6886507 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6887026.000000 Penalty: 5315.132812
	Iteration 2Q: 3 clusters Score -6887026 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6887431.000000 Penalty: 5315.132812
	Iteration 3Q: 3 clusters Score -6887431 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -6887862.500000 Penalty: 5315.132812
	Iteration 4Q: 3 clusters Score -6887862 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -6888258.500000 Penalty: 5315.132812
	Iteration 5Q: 3 clusters Score -6888258 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -6888694.000000 Penalty: 5315.132812
	Iteration 6Q: 3 clusters Score -6888694 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -6889159.500000 Penalty: 5315.132812
	Iteration 7Q: 3 clusters Score -6889160 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -6889578.500000 Penalty: 5315.132812
	Iteration 8Q: 3 clusters Score -6889578 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -6890132.500000 Penalty: 5315.132812
	Iteration 9Q: 3 clusters Score -6890132 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6890747.000000 Penalty: 5315.132812
	Iteration 10Q: 3 clusters Score -6890747 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -6891525.500000 Penalty: 5315.132812
	Iteration 11Q: 3 clusters Score -6891526 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6892498.000000 Penalty: 5315.132812
	Iteration 12Q: 3 clusters Score -6892498 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -6893708.500000 Penalty: 5315.132812
	Iteration 13Q: 3 clusters Score -6893708 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -6895427.000000 Penalty: 5315.132812
	Iteration 14F: 3 clusters Score -6895427 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6897312.500000 Penalty: 5315.132812
	Iteration 15F: 3 clusters Score -6897312 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -6899127.500000 Penalty: 5315.132812
	Iteration 16F: 3 clusters Score -6899128 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6900697.000000 Penalty: 5315.132812
	Iteration 17Q: 3 clusters Score -6900697 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6901740.000000 Penalty: 5315.132812
	Iteration 18Q: 3 clusters Score -6901740 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6902390.500000 Penalty: 5315.132812
	Iteration 19Q: 3 clusters Score -6902390 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6902784.500000 Penalty: 5315.132812
	Iteration 20F: 3 clusters Score -6902784 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6903013.000000 Penalty: 5315.132812
	Iteration 21Q: 3 clusters Score -6903013 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6903163.500000 Penalty: 5315.132812
	Iteration 22Q: 3 clusters Score -6903164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6903228.000000 Penalty: 5315.132812
	Iteration 23Q: 3 clusters Score -6903228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6903291.000000 Penalty: 5315.132812
	Iteration 24Q: 3 clusters Score -6903291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6903334.000000 Penalty: 5315.132812
	Iteration 25Q: 3 clusters Score -6903334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6903377.500000 Penalty: 5315.132812
	Iteration 26Q: 3 clusters Score -6903378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6903396.500000 Penalty: 5315.132812
	Iteration 27Q: 3 clusters Score -6903396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6903403.500000 Penalty: 5315.132812
	Iteration 28Q: 3 clusters Score -6903404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6903418.500000 Penalty: 5315.132812
	Iteration 29Q: 3 clusters Score -6903418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6903434.000000 Penalty: 5315.132812
	Iteration 30Q: 3 clusters Score -6903434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6903429.500000 Penalty: 5315.132812
	Iteration 31Q: 3 clusters Score -6903430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6903432.500000 Penalty: 5315.132812
	Iteration 32Q: 3 clusters Score -6903432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6903441.000000 Penalty: 5315.132812
	Iteration 33Q: 3 clusters Score -6903441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6903438.500000 Penalty: 5315.132812
	Iteration 34Q: 3 clusters Score -6903438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6903447.000000 Penalty: 5315.132812
	Iteration 35Q: 3 clusters Score -6903447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6903445.000000 Penalty: 5315.132812
	Iteration 36Q: 3 clusters Score -6903445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6903444.500000 Penalty: 5315.132812
	Iteration 37Q: 3 clusters Score -6903444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6903450.000000 Penalty: 5315.132812
	Iteration 38Q: 3 clusters Score -6903450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6903453.500000 Penalty: 5315.132812
	Iteration 39Q: 3 clusters Score -6903454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6903452.000000 Penalty: 5315.132812
	Iteration 40F: 3 clusters Score -6903452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6903452.000000 Penalty: 5315.132812
	Iteration 41Q: 3 clusters Score -6903452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6903450.500000 Penalty: 5315.132812
	Iteration 42Q: 3 clusters Score -6903450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6903453.000000 Penalty: 5315.132812
	Iteration 43Q: 3 clusters Score -6903453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6903459.500000 Penalty: 5315.132812
	Iteration 44Q: 3 clusters Score -6903460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6903459.500000 Penalty: 5315.132812
	Iteration 45F: 3 clusters Score -6903460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -30645.492188 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -30645.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29558.037109 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -29558.04 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30381.654297 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -30381.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30837.265625 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -30837.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31028.865234 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -31028.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31081.257812 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -31081.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31102.544922 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -31102.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31164.142578 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -31164.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31221.054688 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -31221.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31223.558594 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -31223.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31232.419922 Penalty: 3008.789795
	Iteration 9F: 3 clusters Score -31232.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31273.755859 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -31273.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31309.652344 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -31309.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31309.652344 Penalty: 3008.789795
	Iteration 12F: 3 clusters Score -31309.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 173 members 
Entering Unmasked Estep 
Score: -70335304.000000 Penalty: 123100.109375
Splitting cluster 3 changes total score from -70336376.000000 to -70335304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -31182.630859 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -31182.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30012.298828 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -30012.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30229.697266 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -30229.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30317.378906 Penalty: 2785.918457
	Iteration 2F: 3 clusters Score -30317.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30377.736328 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -30377.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30406.277344 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -30406.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30428.402344 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -30428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30469.693359 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -30469.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30486.113281 Penalty: 2785.918457
	Iteration 7Q: 3 clusters Score -30486.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30490.068359 Penalty: 2785.918457
	Iteration 8Q: 3 clusters Score -30490.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30490.068359 Penalty: 2785.918457
	Iteration 9F: 3 clusters Score -30490.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Entering Unmasked Estep 
Score: -1667463.750000 Penalty: 2320.673096
	Iteration 0F: 2 clusters Score -1667464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1658774.375000 Penalty: 4641.346191
	Iteration 0F: 3 clusters Score -1658774 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1661559.875000 Penalty: 4641.346191
	Iteration 1F: 3 clusters Score -1661560 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1662010.250000 Penalty: 4641.346191
	Iteration 2F: 3 clusters Score -1662010 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1662363.000000 Penalty: 4641.346191
	Iteration 3F: 3 clusters Score -1662363 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1662692.500000 Penalty: 4641.346191
	Iteration 4F: 3 clusters Score -1662692 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1662985.750000 Penalty: 4641.346191
	Iteration 5Q: 3 clusters Score -1662986 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1663259.125000 Penalty: 4641.346191
	Iteration 6Q: 3 clusters Score -1663259 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1663517.625000 Penalty: 4641.346191
	Iteration 7Q: 3 clusters Score -1663518 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1663738.000000 Penalty: 4641.346191
	Iteration 8Q: 3 clusters Score -1663738 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1663955.000000 Penalty: 4641.346191
	Iteration 9Q: 3 clusters Score -1663955 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1664165.875000 Penalty: 4641.346191
	Iteration 10Q: 3 clusters Score -1664166 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1664346.000000 Penalty: 4641.346191
	Iteration 11Q: 3 clusters Score -1664346 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1664496.500000 Penalty: 4641.346191
	Iteration 12Q: 3 clusters Score -1664496 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1664636.875000 Penalty: 4641.346191
	Iteration 13Q: 3 clusters Score -1664637 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1664778.000000 Penalty: 4641.346191
	Iteration 14Q: 3 clusters Score -1664778 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1664909.750000 Penalty: 4641.346191
	Iteration 15Q: 3 clusters Score -1664910 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1665046.500000 Penalty: 4641.346191
	Iteration 16Q: 3 clusters Score -1665046 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1665190.625000 Penalty: 4641.346191
	Iteration 17Q: 3 clusters Score -1665191 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1665319.875000 Penalty: 4641.346191
	Iteration 18Q: 3 clusters Score -1665320 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1665436.500000 Penalty: 4641.346191
	Iteration 19Q: 3 clusters Score -1665436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1665534.625000 Penalty: 4641.346191
	Iteration 20F: 3 clusters Score -1665535 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1665629.125000 Penalty: 4641.346191
	Iteration 21Q: 3 clusters Score -1665629 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1665726.625000 Penalty: 4641.346191
	Iteration 22Q: 3 clusters Score -1665727 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1665831.875000 Penalty: 4641.346191
	Iteration 23Q: 3 clusters Score -1665832 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1665937.750000 Penalty: 4641.346191
	Iteration 24Q: 3 clusters Score -1665938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1666026.875000 Penalty: 4641.346191
	Iteration 25Q: 3 clusters Score -1666027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1666116.250000 Penalty: 4641.346191
	Iteration 26Q: 3 clusters Score -1666116 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1666198.875000 Penalty: 4641.346191
	Iteration 27Q: 3 clusters Score -1666199 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1666265.625000 Penalty: 4641.346191
	Iteration 28Q: 3 clusters Score -1666266 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1666310.125000 Penalty: 4641.346191
	Iteration 29Q: 3 clusters Score -1666310 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1666360.250000 Penalty: 4641.346191
	Iteration 30Q: 3 clusters Score -1666360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1666414.500000 Penalty: 4641.346191
	Iteration 31Q: 3 clusters Score -1666414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1666449.000000 Penalty: 4641.346191
	Iteration 32Q: 3 clusters Score -1666449 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1666489.625000 Penalty: 4641.346191
	Iteration 33Q: 3 clusters Score -1666490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1666531.875000 Penalty: 4641.346191
	Iteration 34Q: 3 clusters Score -1666532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1666565.000000 Penalty: 4641.346191
	Iteration 35Q: 3 clusters Score -1666565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1666589.250000 Penalty: 4641.346191
	Iteration 36Q: 3 clusters Score -1666589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1666613.625000 Penalty: 4641.346191
	Iteration 37Q: 3 clusters Score -1666614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1666627.375000 Penalty: 4641.346191
	Iteration 38Q: 3 clusters Score -1666627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1666644.250000 Penalty: 4641.346191
	Iteration 39Q: 3 clusters Score -1666644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1666670.500000 Penalty: 4641.346191
	Iteration 40F: 3 clusters Score -1666670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1666689.000000 Penalty: 4641.346191
	Iteration 41Q: 3 clusters Score -1666689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1666708.750000 Penalty: 4641.346191
	Iteration 42Q: 3 clusters Score -1666709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1666738.875000 Penalty: 4641.346191
	Iteration 43Q: 3 clusters Score -1666739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1666761.000000 Penalty: 4641.346191
	Iteration 44Q: 3 clusters Score -1666761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1666784.250000 Penalty: 4641.346191
	Iteration 45Q: 3 clusters Score -1666784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1666803.750000 Penalty: 4641.346191
	Iteration 46Q: 3 clusters Score -1666804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1666822.375000 Penalty: 4641.346191
	Iteration 47Q: 3 clusters Score -1666822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1666850.875000 Penalty: 4641.346191
	Iteration 48Q: 3 clusters Score -1666851 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1666878.625000 Penalty: 4641.346191
	Iteration 49Q: 3 clusters Score -1666879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1666893.750000 Penalty: 4641.346191
	Iteration 50Q: 3 clusters Score -1666894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1666920.375000 Penalty: 4641.346191
	Iteration 51Q: 3 clusters Score -1666920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1666961.750000 Penalty: 4641.346191
	Iteration 52Q: 3 clusters Score -1666962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1667000.375000 Penalty: 4641.346191
	Iteration 53Q: 3 clusters Score -1667000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1667043.625000 Penalty: 4641.346191
	Iteration 54Q: 3 clusters Score -1667044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1667094.125000 Penalty: 4641.346191
	Iteration 55Q: 3 clusters Score -1667094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1667145.125000 Penalty: 4641.346191
	Iteration 56Q: 3 clusters Score -1667145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1667205.750000 Penalty: 4641.346191
	Iteration 57Q: 3 clusters Score -1667206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1667261.250000 Penalty: 4641.346191
	Iteration 58Q: 3 clusters Score -1667261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1667316.000000 Penalty: 4641.346191
	Iteration 59Q: 3 clusters Score -1667316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1667360.875000 Penalty: 4641.346191
	Iteration 60F: 3 clusters Score -1667361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1667400.750000 Penalty: 4641.346191
	Iteration 61Q: 3 clusters Score -1667401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1667425.000000 Penalty: 4641.346191
	Iteration 62Q: 3 clusters Score -1667425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1667444.875000 Penalty: 4641.346191
	Iteration 63Q: 3 clusters Score -1667445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1667453.500000 Penalty: 4641.346191
	Iteration 64Q: 3 clusters Score -1667454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1667466.375000 Penalty: 4641.346191
	Iteration 65Q: 3 clusters Score -1667466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1667478.625000 Penalty: 4641.346191
	Iteration 66Q: 3 clusters Score -1667479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1667484.250000 Penalty: 4641.346191
	Iteration 67Q: 3 clusters Score -1667484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1667493.500000 Penalty: 4641.346191
	Iteration 68Q: 3 clusters Score -1667494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1667502.625000 Penalty: 4641.346191
	Iteration 69Q: 3 clusters Score -1667503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1667510.000000 Penalty: 4641.346191
	Iteration 70Q: 3 clusters Score -1667510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1667517.500000 Penalty: 4641.346191
	Iteration 71Q: 3 clusters Score -1667518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1667517.125000 Penalty: 4641.346191
	Iteration 72Q: 3 clusters Score -1667517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1667518.625000 Penalty: 4641.346191
	Iteration 73Q: 3 clusters Score -1667519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1667517.000000 Penalty: 4641.346191
	Iteration 74Q: 3 clusters Score -1667517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1667516.125000 Penalty: 4641.346191
	Iteration 75Q: 3 clusters Score -1667516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1667517.500000 Penalty: 4641.346191
	Iteration 76Q: 3 clusters Score -1667518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1667520.750000 Penalty: 4641.346191
	Iteration 77Q: 3 clusters Score -1667521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1667521.125000 Penalty: 4641.346191
	Iteration 78Q: 3 clusters Score -1667521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1667520.875000 Penalty: 4641.346191
	Iteration 79Q: 3 clusters Score -1667521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1667522.250000 Penalty: 4641.346191
	Iteration 80F: 3 clusters Score -1667522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1667525.875000 Penalty: 4641.346191
	Iteration 81Q: 3 clusters Score -1667526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1667524.875000 Penalty: 4641.346191
	Iteration 82Q: 3 clusters Score -1667525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1667525.375000 Penalty: 4641.346191
	Iteration 83Q: 3 clusters Score -1667525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1667525.625000 Penalty: 4641.346191
	Iteration 84Q: 3 clusters Score -1667526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1667525.375000 Penalty: 4641.346191
	Iteration 85Q: 3 clusters Score -1667525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1667529.500000 Penalty: 4641.346191
	Iteration 86Q: 3 clusters Score -1667530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1667528.125000 Penalty: 4641.346191
	Iteration 87Q: 3 clusters Score -1667528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1667526.000000 Penalty: 4641.346191
	Iteration 88Q: 3 clusters Score -1667526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1667531.750000 Penalty: 4641.346191
	Iteration 89Q: 3 clusters Score -1667532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1667530.125000 Penalty: 4641.346191
	Iteration 90Q: 3 clusters Score -1667530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1667529.000000 Penalty: 4641.346191
	Iteration 91Q: 3 clusters Score -1667529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1667529.625000 Penalty: 4641.346191
	Iteration 92Q: 3 clusters Score -1667530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1667529.625000 Penalty: 4641.346191
	Iteration 93F: 3 clusters Score -1667530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 9206 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 2380 members 
Entering Unmasked Estep 
Score: -70335552.000000 Penalty: 123100.109375
Splitting cluster 5 changes total score from -70336376.000000 to -70335552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -58409.308594 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -58409.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57197.457031 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -57197.46 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57655.757812 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -57655.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57831.687500 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -57831.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57976.320312 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -57976.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58170.785156 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -58170.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58314.882812 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -58314.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58405.175781 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -58405.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58468.156250 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -58468.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58631.394531 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -58631.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58796.562500 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -58796.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59022.027344 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -59022.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59095.304688 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -59095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59147.511719 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -59147.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59176.503906 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -59176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59196.253906 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -59196.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59197.136719 Penalty: 3069.378906
	Iteration 15F: 3 clusters Score -59197.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59200.835938 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -59200.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59215.460938 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -59215.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59227.761719 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -59227.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59237.386719 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -59237.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59237.386719 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -59237.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 209 members 
Entering Unmasked Estep 
Score: -70335544.000000 Penalty: 123100.109375
Splitting cluster 6 changes total score from -70336376.000000 to -70335544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Entering Unmasked Estep 
Score: -5696456.000000 Penalty: 2611.542725
	Iteration 0F: 2 clusters Score -5696456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5671037.000000 Penalty: 5223.085449
	Iteration 0F: 3 clusters Score -5671037 nChanged 17060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5680365.500000 Penalty: 5223.085449
	Iteration 1F: 3 clusters Score -5680366 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5681068.500000 Penalty: 5223.085449
	Iteration 2Q: 3 clusters Score -5681068 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5681840.000000 Penalty: 5223.085449
	Iteration 3Q: 3 clusters Score -5681840 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5682648.500000 Penalty: 5223.085449
	Iteration 4Q: 3 clusters Score -5682648 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5683562.500000 Penalty: 5223.085449
	Iteration 5F: 3 clusters Score -5683562 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5684426.000000 Penalty: 5223.085449
	Iteration 6Q: 3 clusters Score -5684426 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5685329.000000 Penalty: 5223.085449
	Iteration 7F: 3 clusters Score -5685329 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -5686233.000000 Penalty: 5223.085449
	Iteration 8Q: 3 clusters Score -5686233 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5687116.500000 Penalty: 5223.085449
	Iteration 9Q: 3 clusters Score -5687116 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5688041.500000 Penalty: 5223.085449
	Iteration 10Q: 3 clusters Score -5688042 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5688904.000000 Penalty: 5223.085449
	Iteration 11Q: 3 clusters Score -5688904 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5689662.500000 Penalty: 5223.085449
	Iteration 12Q: 3 clusters Score -5689662 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5690261.500000 Penalty: 5223.085449
	Iteration 13Q: 3 clusters Score -5690262 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5690646.000000 Penalty: 5223.085449
	Iteration 14Q: 3 clusters Score -5690646 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -5690946.000000 Penalty: 5223.085449
	Iteration 15Q: 3 clusters Score -5690946 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -5691183.500000 Penalty: 5223.085449
	Iteration 16Q: 3 clusters Score -5691184 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5691349.000000 Penalty: 5223.085449
	Iteration 17Q: 3 clusters Score -5691349 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5691490.000000 Penalty: 5223.085449
	Iteration 18Q: 3 clusters Score -5691490 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -5691641.000000 Penalty: 5223.085449
	Iteration 19Q: 3 clusters Score -5691641 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5691764.500000 Penalty: 5223.085449
	Iteration 20F: 3 clusters Score -5691764 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5691855.500000 Penalty: 5223.085449
	Iteration 21Q: 3 clusters Score -5691856 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5691993.000000 Penalty: 5223.085449
	Iteration 22Q: 3 clusters Score -5691993 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5692108.000000 Penalty: 5223.085449
	Iteration 23Q: 3 clusters Score -5692108 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5692223.000000 Penalty: 5223.085449
	Iteration 24Q: 3 clusters Score -5692223 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -5692318.500000 Penalty: 5223.085449
	Iteration 25Q: 3 clusters Score -5692318 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5692406.000000 Penalty: 5223.085449
	Iteration 26Q: 3 clusters Score -5692406 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -5692474.500000 Penalty: 5223.085449
	Iteration 27Q: 3 clusters Score -5692474 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -5692555.000000 Penalty: 5223.085449
	Iteration 28Q: 3 clusters Score -5692555 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -5692617.500000 Penalty: 5223.085449
	Iteration 29Q: 3 clusters Score -5692618 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -5692702.000000 Penalty: 5223.085449
	Iteration 30Q: 3 clusters Score -5692702 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5692761.500000 Penalty: 5223.085449
	Iteration 31Q: 3 clusters Score -5692762 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5692836.000000 Penalty: 5223.085449
	Iteration 32Q: 3 clusters Score -5692836 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5692885.000000 Penalty: 5223.085449
	Iteration 33Q: 3 clusters Score -5692885 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -5692950.500000 Penalty: 5223.085449
	Iteration 34Q: 3 clusters Score -5692950 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -5693039.500000 Penalty: 5223.085449
	Iteration 35Q: 3 clusters Score -5693040 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -5693096.500000 Penalty: 5223.085449
	Iteration 36Q: 3 clusters Score -5693096 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5693153.500000 Penalty: 5223.085449
	Iteration 37Q: 3 clusters Score -5693154 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -5693227.500000 Penalty: 5223.085449
	Iteration 38Q: 3 clusters Score -5693228 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -5693321.000000 Penalty: 5223.085449
	Iteration 39Q: 3 clusters Score -5693321 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5693400.000000 Penalty: 5223.085449
	Iteration 40F: 3 clusters Score -5693400 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -5693462.000000 Penalty: 5223.085449
	Iteration 41Q: 3 clusters Score -5693462 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5693552.000000 Penalty: 5223.085449
	Iteration 42Q: 3 clusters Score -5693552 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5693676.000000 Penalty: 5223.085449
	Iteration 43Q: 3 clusters Score -5693676 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5693794.500000 Penalty: 5223.085449
	Iteration 44Q: 3 clusters Score -5693794 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5693882.500000 Penalty: 5223.085449
	Iteration 45Q: 3 clusters Score -5693882 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5693987.500000 Penalty: 5223.085449
	Iteration 46Q: 3 clusters Score -5693988 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5694113.000000 Penalty: 5223.085449
	Iteration 47Q: 3 clusters Score -5694113 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5694207.000000 Penalty: 5223.085449
	Iteration 48Q: 3 clusters Score -5694207 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5694346.000000 Penalty: 5223.085449
	Iteration 49Q: 3 clusters Score -5694346 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5694475.000000 Penalty: 5223.085449
	Iteration 50Q: 3 clusters Score -5694475 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5694576.000000 Penalty: 5223.085449
	Iteration 51Q: 3 clusters Score -5694576 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5694664.000000 Penalty: 5223.085449
	Iteration 52Q: 3 clusters Score -5694664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5694744.000000 Penalty: 5223.085449
	Iteration 53Q: 3 clusters Score -5694744 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5694792.500000 Penalty: 5223.085449
	Iteration 54Q: 3 clusters Score -5694792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5694829.000000 Penalty: 5223.085449
	Iteration 55Q: 3 clusters Score -5694829 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5694859.500000 Penalty: 5223.085449
	Iteration 56Q: 3 clusters Score -5694860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5694895.000000 Penalty: 5223.085449
	Iteration 57Q: 3 clusters Score -5694895 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5694945.500000 Penalty: 5223.085449
	Iteration 58Q: 3 clusters Score -5694946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5694963.500000 Penalty: 5223.085449
	Iteration 59Q: 3 clusters Score -5694964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5694980.500000 Penalty: 5223.085449
	Iteration 60F: 3 clusters Score -5694980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5695005.000000 Penalty: 5223.085449
	Iteration 61Q: 3 clusters Score -5695005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5695027.500000 Penalty: 5223.085449
	Iteration 62Q: 3 clusters Score -5695028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5695038.500000 Penalty: 5223.085449
	Iteration 63Q: 3 clusters Score -5695038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5695045.000000 Penalty: 5223.085449
	Iteration 64Q: 3 clusters Score -5695045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5695062.000000 Penalty: 5223.085449
	Iteration 65Q: 3 clusters Score -5695062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5695071.000000 Penalty: 5223.085449
	Iteration 66Q: 3 clusters Score -5695071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5695074.500000 Penalty: 5223.085449
	Iteration 67Q: 3 clusters Score -5695074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5695072.000000 Penalty: 5223.085449
	Iteration 68Q: 3 clusters Score -5695072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5695075.000000 Penalty: 5223.085449
	Iteration 69Q: 3 clusters Score -5695075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5695083.500000 Penalty: 5223.085449
	Iteration 70Q: 3 clusters Score -5695084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5695079.000000 Penalty: 5223.085449
	Iteration 71Q: 3 clusters Score -5695079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5695079.000000 Penalty: 5223.085449
	Iteration 72Q: 3 clusters Score -5695079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5695065.500000 Penalty: 5223.085449
	Iteration 73Q: 3 clusters Score -5695066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5695068.000000 Penalty: 5223.085449
	Iteration 74Q: 3 clusters Score -5695068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5695068.000000 Penalty: 5223.085449
	Iteration 75Q: 3 clusters Score -5695068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5695073.000000 Penalty: 5223.085449
	Iteration 76Q: 3 clusters Score -5695073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5695078.000000 Penalty: 5223.085449
	Iteration 77Q: 3 clusters Score -5695078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5695081.500000 Penalty: 5223.085449
	Iteration 78Q: 3 clusters Score -5695082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5695079.000000 Penalty: 5223.085449
	Iteration 79Q: 3 clusters Score -5695079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5695080.500000 Penalty: 5223.085449
	Iteration 80F: 3 clusters Score -5695080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5695076.000000 Penalty: 5223.085449
	Iteration 81Q: 3 clusters Score -5695076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5695081.000000 Penalty: 5223.085449
	Iteration 82Q: 3 clusters Score -5695081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5695079.000000 Penalty: 5223.085449
	Iteration 83Q: 3 clusters Score -5695079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5695081.500000 Penalty: 5223.085449
	Iteration 84Q: 3 clusters Score -5695082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5695081.000000 Penalty: 5223.085449
	Iteration 85Q: 3 clusters Score -5695081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5695079.500000 Penalty: 5223.085449
	Iteration 86Q: 3 clusters Score -5695080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5695084.000000 Penalty: 5223.085449
	Iteration 87Q: 3 clusters Score -5695084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5695081.000000 Penalty: 5223.085449
	Iteration 88Q: 3 clusters Score -5695081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5695084.000000 Penalty: 5223.085449
	Iteration 89Q: 3 clusters Score -5695084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5695090.000000 Penalty: 5223.085449
	Iteration 90Q: 3 clusters Score -5695090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5695084.000000 Penalty: 5223.085449
	Iteration 91Q: 3 clusters Score -5695084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5695081.000000 Penalty: 5223.085449
	Iteration 92Q: 3 clusters Score -5695081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5695081.000000 Penalty: 5223.085449
	Iteration 93F: 3 clusters Score -5695081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Entering Unmasked Estep 
Score: -24013490.000000 Penalty: 2967.343994
	Iteration 0F: 2 clusters Score -2.401349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -23909716.000000 Penalty: 5934.687988
	Iteration 0F: 3 clusters Score -2.390972e+07 nChanged 75477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -23953220.000000 Penalty: 5934.687988
	Iteration 1F: 3 clusters Score -2.395322e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -23954222.000000 Penalty: 5934.687988
	Iteration 2Q: 3 clusters Score -2.395422e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -23955544.000000 Penalty: 5934.687988
	Iteration 3Q: 3 clusters Score -2.395554e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -23957112.000000 Penalty: 5934.687988
	Iteration 4Q: 3 clusters Score -2.395711e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -23959290.000000 Penalty: 5934.687988
	Iteration 5Q: 3 clusters Score -2.395929e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -23962434.000000 Penalty: 5934.687988
	Iteration 6Q: 3 clusters Score -2.396243e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -23967864.000000 Penalty: 5934.687988
	Iteration 7F: 3 clusters Score -2.396786e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116737 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -23975252.000000 Penalty: 5934.687988
	Iteration 8F: 3 clusters Score -2.397525e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128707 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -23985048.000000 Penalty: 5934.687988
	Iteration 9F: 3 clusters Score -2.398505e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140067 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -23995270.000000 Penalty: 5934.687988
	Iteration 10F: 3 clusters Score -2.399527e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -24003318.000000 Penalty: 5934.687988
	Iteration 11F: 3 clusters Score -2.400332e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -24007662.000000 Penalty: 5934.687988
	Iteration 12Q: 3 clusters Score -2.400766e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155524 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -24009546.000000 Penalty: 5934.687988
	Iteration 13Q: 3 clusters Score -2.400955e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -24010418.000000 Penalty: 5934.687988
	Iteration 14Q: 3 clusters Score -2.401042e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -24010654.000000 Penalty: 5934.687988
	Iteration 15Q: 3 clusters Score -2.401065e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156750 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24010802.000000 Penalty: 5934.687988
	Iteration 16Q: 3 clusters Score -2.40108e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -24010858.000000 Penalty: 5934.687988
	Iteration 17Q: 3 clusters Score -2.401086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24010890.000000 Penalty: 5934.687988
	Iteration 18Q: 3 clusters Score -2.401089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24010942.000000 Penalty: 5934.687988
	Iteration 19Q: 3 clusters Score -2.401094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24010948.000000 Penalty: 5934.687988
	Iteration 20F: 3 clusters Score -2.401095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156841 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24010968.000000 Penalty: 5934.687988
	Iteration 21Q: 3 clusters Score -2.401097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24010958.000000 Penalty: 5934.687988
	Iteration 22Q: 3 clusters Score -2.401096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24010956.000000 Penalty: 5934.687988
	Iteration 23Q: 3 clusters Score -2.401096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156858 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24010966.000000 Penalty: 5934.687988
	Iteration 24Q: 3 clusters Score -2.401097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24010974.000000 Penalty: 5934.687988
	Iteration 25Q: 3 clusters Score -2.401097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24010970.000000 Penalty: 5934.687988
	Iteration 26Q: 3 clusters Score -2.401097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24010982.000000 Penalty: 5934.687988
	Iteration 27Q: 3 clusters Score -2.401098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24010984.000000 Penalty: 5934.687988
	Iteration 28Q: 3 clusters Score -2.401098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24010984.000000 Penalty: 5934.687988
	Iteration 29F: 3 clusters Score -2.401098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -366339.656250 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -366339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363406.125000 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -363406.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -364207.937500 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -364207.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -364605.937500 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -364605.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -364936.406250 Penalty: 3892.490234
	Iteration 3F: 3 clusters Score -364936.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -365217.593750 Penalty: 3892.490234
	Iteration 4F: 3 clusters Score -365217.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -365401.937500 Penalty: 3892.490234
	Iteration 5F: 3 clusters Score -365401.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -365497.312500 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -365497.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -365556.062500 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -365556.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -365594.906250 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -365594.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -365622.375000 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -365622.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -365638.187500 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -365638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -365648.406250 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -365648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -365653.531250 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -365653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -365659.031250 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -365659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -365662.312500 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -365662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -365665.250000 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -365665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -365669.187500 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -365669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -365673.218750 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -365673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -365677.468750 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -365677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -365680.250000 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -365680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -365684.250000 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -365684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -365690.656250 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -365690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -365694.375000 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -365694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -365701.062500 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -365701.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -365706.906250 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -365706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -365708.468750 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -365708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -365708.625000 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -365708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -365710.812500 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -365710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -365712.093750 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -365712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -365713.312500 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -365713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -365713.875000 Penalty: 3892.490234
	Iteration 30Q: 3 clusters Score -365713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -365714.312500 Penalty: 3892.490234
	Iteration 31Q: 3 clusters Score -365714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -365714.312500 Penalty: 3892.490234
	Iteration 32F: 3 clusters Score -365714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -1342968.875000 Penalty: 2249.342285
	Iteration 0F: 2 clusters Score -1342969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1336117.250000 Penalty: 4498.684570
	Iteration 0F: 3 clusters Score -1336117 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1337945.875000 Penalty: 4498.684570
	Iteration 1F: 3 clusters Score -1337946 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1338210.875000 Penalty: 4498.684570
	Iteration 2F: 3 clusters Score -1338211 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1338406.250000 Penalty: 4498.684570
	Iteration 3Q: 3 clusters Score -1338406 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1338558.125000 Penalty: 4498.684570
	Iteration 4Q: 3 clusters Score -1338558 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1338687.125000 Penalty: 4498.684570
	Iteration 5Q: 3 clusters Score -1338687 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1338801.500000 Penalty: 4498.684570
	Iteration 6Q: 3 clusters Score -1338802 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1338907.250000 Penalty: 4498.684570
	Iteration 7Q: 3 clusters Score -1338907 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1339008.750000 Penalty: 4498.684570
	Iteration 8Q: 3 clusters Score -1339009 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1339087.875000 Penalty: 4498.684570
	Iteration 9Q: 3 clusters Score -1339088 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1339156.750000 Penalty: 4498.684570
	Iteration 10Q: 3 clusters Score -1339157 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1339233.625000 Penalty: 4498.684570
	Iteration 11Q: 3 clusters Score -1339234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1339312.250000 Penalty: 4498.684570
	Iteration 12Q: 3 clusters Score -1339312 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1339393.000000 Penalty: 4498.684570
	Iteration 13Q: 3 clusters Score -1339393 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1339484.375000 Penalty: 4498.684570
	Iteration 14Q: 3 clusters Score -1339484 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1339586.000000 Penalty: 4498.684570
	Iteration 15Q: 3 clusters Score -1339586 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1339695.250000 Penalty: 4498.684570
	Iteration 16Q: 3 clusters Score -1339695 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1339824.625000 Penalty: 4498.684570
	Iteration 17Q: 3 clusters Score -1339825 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1339949.500000 Penalty: 4498.684570
	Iteration 18Q: 3 clusters Score -1339950 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1340053.000000 Penalty: 4498.684570
	Iteration 19Q: 3 clusters Score -1340053 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1340158.375000 Penalty: 4498.684570
	Iteration 20F: 3 clusters Score -1340158 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1340241.250000 Penalty: 4498.684570
	Iteration 21Q: 3 clusters Score -1340241 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1340294.750000 Penalty: 4498.684570
	Iteration 22Q: 3 clusters Score -1340295 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1340338.875000 Penalty: 4498.684570
	Iteration 23Q: 3 clusters Score -1340339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1340381.625000 Penalty: 4498.684570
	Iteration 24Q: 3 clusters Score -1340382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1340402.375000 Penalty: 4498.684570
	Iteration 25Q: 3 clusters Score -1340402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1340416.750000 Penalty: 4498.684570
	Iteration 26Q: 3 clusters Score -1340417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1340432.750000 Penalty: 4498.684570
	Iteration 27Q: 3 clusters Score -1340433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1340445.375000 Penalty: 4498.684570
	Iteration 28Q: 3 clusters Score -1340445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1340456.500000 Penalty: 4498.684570
	Iteration 29Q: 3 clusters Score -1340456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1340471.125000 Penalty: 4498.684570
	Iteration 30Q: 3 clusters Score -1340471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1340479.625000 Penalty: 4498.684570
	Iteration 31Q: 3 clusters Score -1340480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1340487.750000 Penalty: 4498.684570
	Iteration 32Q: 3 clusters Score -1340488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1340492.875000 Penalty: 4498.684570
	Iteration 33Q: 3 clusters Score -1340493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1340502.125000 Penalty: 4498.684570
	Iteration 34Q: 3 clusters Score -1340502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1340509.500000 Penalty: 4498.684570
	Iteration 35Q: 3 clusters Score -1340510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1340510.625000 Penalty: 4498.684570
	Iteration 36Q: 3 clusters Score -1340511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1340517.250000 Penalty: 4498.684570
	Iteration 37Q: 3 clusters Score -1340517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1340518.750000 Penalty: 4498.684570
	Iteration 38Q: 3 clusters Score -1340519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1340520.875000 Penalty: 4498.684570
	Iteration 39Q: 3 clusters Score -1340521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1340522.500000 Penalty: 4498.684570
	Iteration 40F: 3 clusters Score -1340522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1340519.375000 Penalty: 4498.684570
	Iteration 41Q: 3 clusters Score -1340519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1340520.625000 Penalty: 4498.684570
	Iteration 42Q: 3 clusters Score -1340521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1340521.375000 Penalty: 4498.684570
	Iteration 43Q: 3 clusters Score -1340521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1340520.875000 Penalty: 4498.684570
	Iteration 44Q: 3 clusters Score -1340521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1340522.125000 Penalty: 4498.684570
	Iteration 45Q: 3 clusters Score -1340522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1340521.500000 Penalty: 4498.684570
	Iteration 46Q: 3 clusters Score -1340522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1340521.000000 Penalty: 4498.684570
	Iteration 47Q: 3 clusters Score -1340521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1340521.000000 Penalty: 4498.684570
	Iteration 48F: 3 clusters Score -1340521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -238374.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -238374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -235987.953125 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -235988 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -236511.734375 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -236511.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236710.000000 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -236710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -236817.046875 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -236817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236899.109375 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -236899.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -236977.046875 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -236977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -237038.515625 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -237038.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237088.187500 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -237088.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237116.984375 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -237117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -237141.421875 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -237141.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237162.031250 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -237162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237172.203125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -237172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -237187.562500 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -237187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237203.953125 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -237204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -237222.140625 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -237222.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237238.984375 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -237239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -237252.250000 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -237252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237269.750000 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -237269.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237282.515625 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -237282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -237291.984375 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -237292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -237314.156250 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -237314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -237348.921875 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -237348.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237379.375000 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -237379.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -237416.203125 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -237416.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -237481.859375 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -237481.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237549.687500 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -237549.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -237621.234375 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -237621.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -237669.484375 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -237669.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237708.515625 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -237708.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237737.656250 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -237737.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -237755.265625 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -237755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237774.015625 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -237774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -237795.250000 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -237795.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237810.437500 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -237810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237817.250000 Penalty: 3683.273193
	Iteration 34Q: 3 clusters Score -237817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -237821.375000 Penalty: 3683.273193
	Iteration 35Q: 3 clusters Score -237821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -237832.359375 Penalty: 3683.273193
	Iteration 36Q: 3 clusters Score -237832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237841.109375 Penalty: 3683.273193
	Iteration 37Q: 3 clusters Score -237841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237852.500000 Penalty: 3683.273193
	Iteration 38Q: 3 clusters Score -237852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237857.390625 Penalty: 3683.273193
	Iteration 39Q: 3 clusters Score -237857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -237863.734375 Penalty: 3683.273193
	Iteration 40F: 3 clusters Score -237863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237868.531250 Penalty: 3683.273193
	Iteration 41Q: 3 clusters Score -237868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237873.062500 Penalty: 3683.273193
	Iteration 42Q: 3 clusters Score -237873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -237877.046875 Penalty: 3683.273193
	Iteration 43Q: 3 clusters Score -237877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -237884.203125 Penalty: 3683.273193
	Iteration 44Q: 3 clusters Score -237884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -237890.015625 Penalty: 3683.273193
	Iteration 45Q: 3 clusters Score -237890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237898.156250 Penalty: 3683.273193
	Iteration 46Q: 3 clusters Score -237898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -237902.765625 Penalty: 3683.273193
	Iteration 47Q: 3 clusters Score -237902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237907.328125 Penalty: 3683.273193
	Iteration 48Q: 3 clusters Score -237907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237913.828125 Penalty: 3683.273193
	Iteration 49Q: 3 clusters Score -237913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237915.921875 Penalty: 3683.273193
	Iteration 50Q: 3 clusters Score -237915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -237920.500000 Penalty: 3683.273193
	Iteration 51Q: 3 clusters Score -237920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237930.000000 Penalty: 3683.273193
	Iteration 52Q: 3 clusters Score -237930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237936.250000 Penalty: 3683.273193
	Iteration 53Q: 3 clusters Score -237936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -237942.875000 Penalty: 3683.273193
	Iteration 54Q: 3 clusters Score -237942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -237947.578125 Penalty: 3683.273193
	Iteration 55Q: 3 clusters Score -237947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237958.343750 Penalty: 3683.273193
	Iteration 56Q: 3 clusters Score -237958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237966.093750 Penalty: 3683.273193
	Iteration 57Q: 3 clusters Score -237966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237967.000000 Penalty: 3683.273193
	Iteration 58Q: 3 clusters Score -237967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237967.562500 Penalty: 3683.273193
	Iteration 59Q: 3 clusters Score -237967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237967.562500 Penalty: 3683.273193
	Iteration 60F: 3 clusters Score -237967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -110278.531250 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -110278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108588.617188 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -108588.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109129.531250 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -109129.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109533.609375 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -109533.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109904.195312 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -109904.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110217.601562 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -110217.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110415.093750 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -110415.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110551.382812 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -110551.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110681.523438 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -110681.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110787.921875 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -110787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110879.312500 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -110879.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110946.281250 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -110946.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111005.976562 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -111006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111045.601562 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -111045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111061.890625 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -111061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111066.093750 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -111066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111068.351562 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -111068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111071.429688 Penalty: 3361.712646
	Iteration 16F: 3 clusters Score -111071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111086.484375 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -111086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111111.992188 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -111112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111137.851562 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -111137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111140.796875 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -111140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111145.921875 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -111145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111157.531250 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -111157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111163.296875 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -111163.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111163.296875 Penalty: 3361.712646
	Iteration 24F: 3 clusters Score -111163.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 473 members 
Entering Unmasked Estep 
Score: -70335640.000000 Penalty: 123100.109375
Splitting cluster 12 changes total score from -70336376.000000 to -70335640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -316302.531250 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -316302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -313615.437500 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -313615.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -314222.281250 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -314222.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -314418.500000 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -314418.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -314532.875000 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -314532.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -314619.718750 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -314619.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -314689.875000 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -314689.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -314751.531250 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -314751.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -314803.812500 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -314803.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -314848.031250 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -314848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -314885.406250 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -314885.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -314910.093750 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -314910.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -314939.875000 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -314939.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -314974.156250 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -314974.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -315005.343750 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -315005.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -315027.656250 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -315027.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315041.468750 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -315041.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -315052.968750 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -315053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -315060.000000 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -315060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -315063.468750 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -315063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315064.187500 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -315064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -315066.000000 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -315066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -315068.531250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -315068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -315071.593750 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -315071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -315076.750000 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -315076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -315084.031250 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -315084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -315088.343750 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -315088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -315091.281250 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -315091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -315092.375000 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -315092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -315092.843750 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -315092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -315093.406250 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -315093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -315093.406250 Penalty: 3797.308594
	Iteration 30Q: 3 clusters Score -315093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -315094.437500 Penalty: 3797.308594
	Iteration 31Q: 3 clusters Score -315094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -315094.437500 Penalty: 3797.308594
	Iteration 32F: 3 clusters Score -315094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -351461.750000 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -351461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -348573.375000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -348573.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -349250.281250 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -349250.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -349573.531250 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -349573.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -349922.843750 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -349922.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -350257.781250 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -350257.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -350455.406250 Penalty: 3871.313232
	Iteration 5F: 3 clusters Score -350455.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -350631.031250 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -350631 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -350763.406250 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -350763.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350854.500000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -350854.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -350932.843750 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -350932.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -351000.250000 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -351000.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -351053.000000 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -351053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -351072.375000 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -351072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -351084.812500 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -351084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -351093.562500 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -351093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -351097.656250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -351097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -351098.687500 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -351098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -351100.468750 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -351100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -351100.468750 Penalty: 3871.313232
	Iteration 18F: 3 clusters Score -351100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -660747.000000 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -660747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -656604.812500 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -656604.8 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -657676.937500 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -657676.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -658042.437500 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -658042.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -658374.312500 Penalty: 4166.838379
	Iteration 3F: 3 clusters Score -658374.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -658657.687500 Penalty: 4166.838379
	Iteration 4F: 3 clusters Score -658657.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -658933.250000 Penalty: 4166.838379
	Iteration 5F: 3 clusters Score -658933.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -659202.375000 Penalty: 4166.838379
	Iteration 6F: 3 clusters Score -659202.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -659456.125000 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -659456.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -659669.687500 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -659669.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -659863.812500 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -659863.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -660007.437500 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -660007.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -660121.875000 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -660121.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -660186.750000 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -660186.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -660243.125000 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -660243.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -660276.062500 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -660276.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -660302.812500 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -660302.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -660326.625000 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -660326.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -660349.937500 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -660349.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -660374.312500 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -660374.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -660404.750000 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -660404.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -660430.500000 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -660430.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -660468.437500 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -660468.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -660510.312500 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -660510.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -660545.750000 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -660545.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -660572.937500 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -660572.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -660596.000000 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -660596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -660606.125000 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -660606.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -660617.812500 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -660617.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -660634.000000 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -660634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -660648.625000 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -660648.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -660665.875000 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -660665.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -660676.062500 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -660676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -660684.500000 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -660684.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -660690.000000 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -660690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -660698.937500 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -660698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -660705.437500 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -660705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -660709.250000 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -660709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -660712.437500 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -660712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -660713.062500 Penalty: 4166.838379
	Iteration 38Q: 3 clusters Score -660713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -660715.625000 Penalty: 4166.838379
	Iteration 39Q: 3 clusters Score -660715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -660717.687500 Penalty: 4166.838379
	Iteration 40F: 3 clusters Score -660717.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -660721.062500 Penalty: 4166.838379
	Iteration 41Q: 3 clusters Score -660721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -660725.750000 Penalty: 4166.838379
	Iteration 42Q: 3 clusters Score -660725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -660731.000000 Penalty: 4166.838379
	Iteration 43Q: 3 clusters Score -660731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -660734.500000 Penalty: 4166.838379
	Iteration 44Q: 3 clusters Score -660734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -660736.562500 Penalty: 4166.838379
	Iteration 45Q: 3 clusters Score -660736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -660740.250000 Penalty: 4166.838379
	Iteration 46Q: 3 clusters Score -660740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -660741.750000 Penalty: 4166.838379
	Iteration 47Q: 3 clusters Score -660741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -660744.937500 Penalty: 4166.838379
	Iteration 48Q: 3 clusters Score -660744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -660748.500000 Penalty: 4166.838379
	Iteration 49Q: 3 clusters Score -660748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -660749.687500 Penalty: 4166.838379
	Iteration 50Q: 3 clusters Score -660749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -660751.312500 Penalty: 4166.838379
	Iteration 51Q: 3 clusters Score -660751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -660753.750000 Penalty: 4166.838379
	Iteration 52Q: 3 clusters Score -660753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -660754.750000 Penalty: 4166.838379
	Iteration 53Q: 3 clusters Score -660754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -660754.812500 Penalty: 4166.838379
	Iteration 54Q: 3 clusters Score -660754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -660756.312500 Penalty: 4166.838379
	Iteration 55Q: 3 clusters Score -660756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -660757.000000 Penalty: 4166.838379
	Iteration 56Q: 3 clusters Score -660757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -660757.500000 Penalty: 4166.838379
	Iteration 57Q: 3 clusters Score -660757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -660757.500000 Penalty: 4166.838379
	Iteration 58F: 3 clusters Score -660757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 1427 members 
Entering Unmasked Estep 
Score: -70335056.000000 Penalty: 123100.109375
Splitting cluster 15 changes total score from -70336376.000000 to -70335056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -136880.765625 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -136880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134944.171875 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -134944.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135423.703125 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -135423.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135694.187500 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -135694.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135881.203125 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -135881.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -136059.468750 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -136059.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136172.250000 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -136172.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136260.828125 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -136260.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136321.250000 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -136321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -136368.093750 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -136368.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -136401.546875 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -136401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -136424.171875 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -136424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -136453.546875 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -136453.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -136481.000000 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -136481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -136501.281250 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -136501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -136516.359375 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -136516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -136524.109375 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -136524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -136533.406250 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -136533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -136538.656250 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -136538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -136548.656250 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -136548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -136559.390625 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -136559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -136563.359375 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -136563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -136569.875000 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -136569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -136572.859375 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -136572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -136572.859375 Penalty: 3458.877441
	Iteration 23F: 3 clusters Score -136572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -103270.023438 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -103270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101619.085938 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -101619.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102362.382812 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -102362.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102656.085938 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -102656.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -102859.390625 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -102859.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102968.351562 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -102968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103006.500000 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -103006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103022.937500 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -103022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103022.937500 Penalty: 3360.014893
	Iteration 7F: 3 clusters Score -103022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -75440.218750 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -75440.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73972.515625 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -73972.52 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74266.281250 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -74266.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74388.226562 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -74388.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74486.640625 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -74486.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74570.039062 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -74570.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74631.171875 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -74631.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74683.171875 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -74683.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74716.281250 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -74716.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74729.296875 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -74729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74750.257812 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -74750.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74763.867188 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -74763.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74794.539062 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -74794.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74804.867188 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -74804.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74806.304688 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -74806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74806.304688 Penalty: 3167.892090
	Iteration 14F: 3 clusters Score -74806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Entering Unmasked Estep 
Score: -3212294.000000 Penalty: 2464.212891
	Iteration 0F: 2 clusters Score -3212294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3197704.000000 Penalty: 4928.425781
	Iteration 0F: 3 clusters Score -3197704 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3202653.500000 Penalty: 4928.425781
	Iteration 1F: 3 clusters Score -3202654 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3203217.000000 Penalty: 4928.425781
	Iteration 2F: 3 clusters Score -3203217 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3203802.750000 Penalty: 4928.425781
	Iteration 3F: 3 clusters Score -3203803 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3204359.000000 Penalty: 4928.425781
	Iteration 4F: 3 clusters Score -3204359 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3204882.750000 Penalty: 4928.425781
	Iteration 5F: 3 clusters Score -3204883 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3205340.500000 Penalty: 4928.425781
	Iteration 6F: 3 clusters Score -3205340 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3205854.000000 Penalty: 4928.425781
	Iteration 7Q: 3 clusters Score -3205854 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3206492.000000 Penalty: 4928.425781
	Iteration 8F: 3 clusters Score -3206492 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3207198.250000 Penalty: 4928.425781
	Iteration 9F: 3 clusters Score -3207198 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3207937.250000 Penalty: 4928.425781
	Iteration 10F: 3 clusters Score -3207937 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3208634.750000 Penalty: 4928.425781
	Iteration 11Q: 3 clusters Score -3208635 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3209273.750000 Penalty: 4928.425781
	Iteration 12Q: 3 clusters Score -3209274 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3209775.250000 Penalty: 4928.425781
	Iteration 13Q: 3 clusters Score -3209775 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3210163.500000 Penalty: 4928.425781
	Iteration 14Q: 3 clusters Score -3210164 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3210432.000000 Penalty: 4928.425781
	Iteration 15Q: 3 clusters Score -3210432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3210614.500000 Penalty: 4928.425781
	Iteration 16Q: 3 clusters Score -3210614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3210736.000000 Penalty: 4928.425781
	Iteration 17Q: 3 clusters Score -3210736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3210813.750000 Penalty: 4928.425781
	Iteration 18Q: 3 clusters Score -3210814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3210843.750000 Penalty: 4928.425781
	Iteration 19Q: 3 clusters Score -3210844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3210869.250000 Penalty: 4928.425781
	Iteration 20F: 3 clusters Score -3210869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3210883.250000 Penalty: 4928.425781
	Iteration 21Q: 3 clusters Score -3210883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3210896.000000 Penalty: 4928.425781
	Iteration 22Q: 3 clusters Score -3210896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3210905.500000 Penalty: 4928.425781
	Iteration 23Q: 3 clusters Score -3210906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3210907.750000 Penalty: 4928.425781
	Iteration 24Q: 3 clusters Score -3210908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3210911.250000 Penalty: 4928.425781
	Iteration 25Q: 3 clusters Score -3210911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3210921.250000 Penalty: 4928.425781
	Iteration 26Q: 3 clusters Score -3210921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3210928.250000 Penalty: 4928.425781
	Iteration 27Q: 3 clusters Score -3210928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3210934.000000 Penalty: 4928.425781
	Iteration 28Q: 3 clusters Score -3210934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3210941.500000 Penalty: 4928.425781
	Iteration 29Q: 3 clusters Score -3210942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3210941.250000 Penalty: 4928.425781
	Iteration 30Q: 3 clusters Score -3210941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3210943.500000 Penalty: 4928.425781
	Iteration 31Q: 3 clusters Score -3210944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3210944.750000 Penalty: 4928.425781
	Iteration 32Q: 3 clusters Score -3210945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3210941.000000 Penalty: 4928.425781
	Iteration 33Q: 3 clusters Score -3210941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3210941.000000 Penalty: 4928.425781
	Iteration 34F: 3 clusters Score -3210941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1561455.000000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1561455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1553576.625000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1553577 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1555869.875000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1555870 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1556346.250000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1556346 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1556768.000000 Penalty: 4582.749023
	Iteration 3F: 3 clusters Score -1556768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1557160.625000 Penalty: 4582.749023
	Iteration 4F: 3 clusters Score -1557161 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1557515.875000 Penalty: 4582.749023
	Iteration 5F: 3 clusters Score -1557516 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1557861.250000 Penalty: 4582.749023
	Iteration 6F: 3 clusters Score -1557861 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1558224.250000 Penalty: 4582.749023
	Iteration 7F: 3 clusters Score -1558224 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1558583.250000 Penalty: 4582.749023
	Iteration 8F: 3 clusters Score -1558583 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1558967.375000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1558967 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1559307.750000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1559308 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1559631.875000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1559632 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1559874.625000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1559875 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1560040.000000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1560040 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1560151.250000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1560151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1560217.000000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1560217 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1560270.750000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1560271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1560305.000000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1560305 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1560332.375000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1560332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1560358.375000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1560358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1560375.500000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1560376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1560387.125000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1560387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1560393.750000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1560394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1560399.000000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1560399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1560402.250000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1560402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1560401.875000 Penalty: 4582.749023
	Iteration 25Q: 3 clusters Score -1560402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1560402.250000 Penalty: 4582.749023
	Iteration 26Q: 3 clusters Score -1560402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1560404.125000 Penalty: 4582.749023
	Iteration 27Q: 3 clusters Score -1560404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1560407.875000 Penalty: 4582.749023
	Iteration 28Q: 3 clusters Score -1560408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1560407.625000 Penalty: 4582.749023
	Iteration 29Q: 3 clusters Score -1560408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1560407.875000 Penalty: 4582.749023
	Iteration 30Q: 3 clusters Score -1560408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1560407.000000 Penalty: 4582.749023
	Iteration 31Q: 3 clusters Score -1560407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1560411.250000 Penalty: 4582.749023
	Iteration 32Q: 3 clusters Score -1560411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1560411.250000 Penalty: 4582.749023
	Iteration 33Q: 3 clusters Score -1560411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1560409.500000 Penalty: 4582.749023
	Iteration 34Q: 3 clusters Score -1560410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1560409.500000 Penalty: 4582.749023
	Iteration 35F: 3 clusters Score -1560410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -205232.734375 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -205232.7 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 701 members 
Entering Unmasked Estep 
Score: -203093.000000 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -203093 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -203530.437500 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -203530.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -203831.812500 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -203831.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -204061.656250 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -204061.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -204288.296875 Penalty: 3608.141846
	Iteration 4F: 3 clusters Score -204288.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -204498.078125 Penalty: 3608.141846
	Iteration 5F: 3 clusters Score -204498.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -204618.281250 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -204618.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -204686.484375 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -204686.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204708.750000 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -204708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -204734.484375 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -204734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -204748.375000 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -204748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -204769.296875 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -204769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -204774.234375 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -204774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204775.250000 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -204775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204778.984375 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -204779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204780.390625 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -204780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -204780.843750 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -204780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204782.437500 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -204782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204798.984375 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -204799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -204803.468750 Penalty: 3608.141846
	Iteration 19Q: 3 clusters Score -204803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -204806.562500 Penalty: 3608.141846
	Iteration 20F: 3 clusters Score -204806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -204808.843750 Penalty: 3608.141846
	Iteration 21Q: 3 clusters Score -204808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -204809.187500 Penalty: 3608.141846
	Iteration 22Q: 3 clusters Score -204809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -204809.187500 Penalty: 3608.141846
	Iteration 23F: 3 clusters Score -204809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Entering Unmasked Estep 
Score: -3783607.250000 Penalty: 2512.344971
	Iteration 0F: 2 clusters Score -3783607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3766177.500000 Penalty: 5024.689941
	Iteration 0F: 3 clusters Score -3766178 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3772199.500000 Penalty: 5024.689941
	Iteration 1F: 3 clusters Score -3772200 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3772692.000000 Penalty: 5024.689941
	Iteration 2F: 3 clusters Score -3772692 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3773146.500000 Penalty: 5024.689941
	Iteration 3Q: 3 clusters Score -3773146 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3773601.250000 Penalty: 5024.689941
	Iteration 4Q: 3 clusters Score -3773601 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3774140.250000 Penalty: 5024.689941
	Iteration 5Q: 3 clusters Score -3774140 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3774785.000000 Penalty: 5024.689941
	Iteration 6F: 3 clusters Score -3774785 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3775500.750000 Penalty: 5024.689941
	Iteration 7F: 3 clusters Score -3775501 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3776240.500000 Penalty: 5024.689941
	Iteration 8F: 3 clusters Score -3776240 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3776935.000000 Penalty: 5024.689941
	Iteration 9Q: 3 clusters Score -3776935 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3777606.750000 Penalty: 5024.689941
	Iteration 10Q: 3 clusters Score -3777607 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3778200.250000 Penalty: 5024.689941
	Iteration 11Q: 3 clusters Score -3778200 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3778721.000000 Penalty: 5024.689941
	Iteration 12Q: 3 clusters Score -3778721 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3779165.750000 Penalty: 5024.689941
	Iteration 13Q: 3 clusters Score -3779166 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3779629.250000 Penalty: 5024.689941
	Iteration 14Q: 3 clusters Score -3779629 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3780116.250000 Penalty: 5024.689941
	Iteration 15Q: 3 clusters Score -3780116 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3780550.500000 Penalty: 5024.689941
	Iteration 16Q: 3 clusters Score -3780550 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3780894.500000 Penalty: 5024.689941
	Iteration 17Q: 3 clusters Score -3780894 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3781123.500000 Penalty: 5024.689941
	Iteration 18Q: 3 clusters Score -3781124 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3781231.250000 Penalty: 5024.689941
	Iteration 19Q: 3 clusters Score -3781231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3781289.750000 Penalty: 5024.689941
	Iteration 20F: 3 clusters Score -3781290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3781313.250000 Penalty: 5024.689941
	Iteration 21Q: 3 clusters Score -3781313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3781338.500000 Penalty: 5024.689941
	Iteration 22Q: 3 clusters Score -3781338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3781350.750000 Penalty: 5024.689941
	Iteration 23Q: 3 clusters Score -3781351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3781360.750000 Penalty: 5024.689941
	Iteration 24Q: 3 clusters Score -3781361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3781370.750000 Penalty: 5024.689941
	Iteration 25Q: 3 clusters Score -3781371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3781374.750000 Penalty: 5024.689941
	Iteration 26Q: 3 clusters Score -3781375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3781377.750000 Penalty: 5024.689941
	Iteration 27Q: 3 clusters Score -3781378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3781386.250000 Penalty: 5024.689941
	Iteration 28Q: 3 clusters Score -3781386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3781392.250000 Penalty: 5024.689941
	Iteration 29Q: 3 clusters Score -3781392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3781396.750000 Penalty: 5024.689941
	Iteration 30Q: 3 clusters Score -3781397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3781396.250000 Penalty: 5024.689941
	Iteration 31Q: 3 clusters Score -3781396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3781394.750000 Penalty: 5024.689941
	Iteration 32Q: 3 clusters Score -3781395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3781391.000000 Penalty: 5024.689941
	Iteration 33Q: 3 clusters Score -3781391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3781395.750000 Penalty: 5024.689941
	Iteration 34Q: 3 clusters Score -3781396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3781395.500000 Penalty: 5024.689941
	Iteration 35Q: 3 clusters Score -3781396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3781399.500000 Penalty: 5024.689941
	Iteration 36Q: 3 clusters Score -3781400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3781401.250000 Penalty: 5024.689941
	Iteration 37Q: 3 clusters Score -3781401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3781400.250000 Penalty: 5024.689941
	Iteration 38Q: 3 clusters Score -3781400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3781397.750000 Penalty: 5024.689941
	Iteration 39Q: 3 clusters Score -3781398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3781397.750000 Penalty: 5024.689941
	Iteration 40F: 3 clusters Score -3781398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -51683.636719 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -51683.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50507.042969 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -50507.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50762.582031 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -50762.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50915.347656 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -50915.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50988.296875 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -50988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51006.917969 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -51006.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51026.925781 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -51026.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51034.722656 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -51034.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51041.062500 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -51041.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51044.960938 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -51044.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51044.960938 Penalty: 2994.783936
	Iteration 9F: 3 clusters Score -51044.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -778051.125000 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -778051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -773345.000000 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -773345 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -774490.312500 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -774490.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -774715.500000 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -774715.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -774852.812500 Penalty: 4257.622559
	Iteration 3Q: 3 clusters Score -774852.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -774948.250000 Penalty: 4257.622559
	Iteration 4Q: 3 clusters Score -774948.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -775026.687500 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -775026.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -775087.375000 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -775087.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -775139.687500 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -775139.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -775188.625000 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -775188.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -775234.062500 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -775234.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -775282.625000 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -775282.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -775333.500000 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -775333.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -775368.000000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -775368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -775401.750000 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -775401.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -775435.625000 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -775435.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -775475.625000 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -775475.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -775528.625000 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -775528.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -775575.250000 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -775575.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -775635.875000 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -775635.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -775713.062500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -775713.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -775786.000000 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -775786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -775861.125000 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -775861.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -775940.000000 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -775940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -776014.812500 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -776014.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -776090.875000 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -776090.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -776176.250000 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -776176.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -776264.500000 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -776264.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -776322.875000 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -776322.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -776364.312500 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -776364.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -776396.875000 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -776396.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -776418.062500 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -776418.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -776433.500000 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -776433.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -776449.500000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -776449.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -776462.937500 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -776462.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -776479.625000 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -776479.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -776487.000000 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -776487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -776491.625000 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -776491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -776498.687500 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -776498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -776501.500000 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -776501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -776506.187500 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -776506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -776512.687500 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -776512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -776517.937500 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -776517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -776519.437500 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -776519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -776523.375000 Penalty: 4257.622559
	Iteration 43Q: 3 clusters Score -776523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -776523.375000 Penalty: 4257.622559
	Iteration 44Q: 3 clusters Score -776523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -776529.187500 Penalty: 4257.622559
	Iteration 45Q: 3 clusters Score -776529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -776534.125000 Penalty: 4257.622559
	Iteration 46Q: 3 clusters Score -776534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -776537.062500 Penalty: 4257.622559
	Iteration 47Q: 3 clusters Score -776537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -776539.000000 Penalty: 4257.622559
	Iteration 48Q: 3 clusters Score -776539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -776542.000000 Penalty: 4257.622559
	Iteration 49Q: 3 clusters Score -776542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -776542.312500 Penalty: 4257.622559
	Iteration 50Q: 3 clusters Score -776542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -776544.437500 Penalty: 4257.622559
	Iteration 51Q: 3 clusters Score -776544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -776547.562500 Penalty: 4257.622559
	Iteration 52Q: 3 clusters Score -776547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -776551.000000 Penalty: 4257.622559
	Iteration 53Q: 3 clusters Score -776551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -776550.875000 Penalty: 4257.622559
	Iteration 54Q: 3 clusters Score -776550.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -776550.875000 Penalty: 4257.622559
	Iteration 55F: 3 clusters Score -776550.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -288109.093750 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -288109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -285539.218750 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -285539.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -286045.031250 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -286045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -286255.187500 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -286255.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286405.093750 Penalty: 3761.290771
	Iteration 3F: 3 clusters Score -286405.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -286564.687500 Penalty: 3761.290771
	Iteration 4F: 3 clusters Score -286564.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -286701.125000 Penalty: 3761.290771
	Iteration 5Q: 3 clusters Score -286701.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -286843.312500 Penalty: 3761.290771
	Iteration 6Q: 3 clusters Score -286843.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -286994.343750 Penalty: 3761.290771
	Iteration 7Q: 3 clusters Score -286994.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -287121.781250 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -287121.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -287258.906250 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -287258.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -287359.000000 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -287359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -287410.093750 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -287410.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -287443.718750 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -287443.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -287471.156250 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -287471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -287493.093750 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -287493.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -287508.406250 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -287508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -287515.031250 Penalty: 3761.290771
	Iteration 16Q: 3 clusters Score -287515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -287522.406250 Penalty: 3761.290771
	Iteration 17Q: 3 clusters Score -287522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -287525.843750 Penalty: 3761.290771
	Iteration 18Q: 3 clusters Score -287525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -287529.937500 Penalty: 3761.290771
	Iteration 19Q: 3 clusters Score -287529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -287533.812500 Penalty: 3761.290771
	Iteration 20F: 3 clusters Score -287533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -287540.531250 Penalty: 3761.290771
	Iteration 21Q: 3 clusters Score -287540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -287543.125000 Penalty: 3761.290771
	Iteration 22Q: 3 clusters Score -287543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -287543.812500 Penalty: 3761.290771
	Iteration 23Q: 3 clusters Score -287543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287543.937500 Penalty: 3761.290771
	Iteration 24Q: 3 clusters Score -287543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287543.937500 Penalty: 3761.290771
	Iteration 25F: 3 clusters Score -287543.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -114819.320312 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -114819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113032.500000 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -113032.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113437.218750 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -113437.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113792.328125 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -113792.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114223.171875 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -114223.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114511.007812 Penalty: 3332.031250
	Iteration 4F: 3 clusters Score -114511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114634.265625 Penalty: 3332.031250
	Iteration 5Q: 3 clusters Score -114634.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114703.195312 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -114703.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114752.593750 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -114752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114777.109375 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -114777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -114810.625000 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -114810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114828.218750 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -114828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114839.804688 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -114839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114852.257812 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -114852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114867.632812 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -114867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114875.945312 Penalty: 3332.031250
	Iteration 14Q: 3 clusters Score -114875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114881.335938 Penalty: 3332.031250
	Iteration 15Q: 3 clusters Score -114881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114881.335938 Penalty: 3332.031250
	Iteration 16F: 3 clusters Score -114881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 583 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 522 members 
Entering Unmasked Estep 
Score: -70334912.000000 Penalty: 123100.109375
Splitting cluster 26 changes total score from -70336376.000000 to -70334912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -34813.324219 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -34813.32 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 119 members 
Entering Unmasked Estep 
Score: -33614.062500 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -33614.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33741.906250 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -33741.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -34058.375000 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -34058.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -34141.222656 Penalty: 2752.341797
	Iteration 3F: 3 clusters Score -34141.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -34169.750000 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -34169.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -34173.996094 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -34174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -34173.996094 Penalty: 2752.341797
	Iteration 6F: 3 clusters Score -34174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -27323.044922 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -27323.04 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 133 members 
Entering Unmasked Estep 
Score: -26221.884766 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -26221.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26427.853516 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -26427.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26510.136719 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -26510.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26545.978516 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -26545.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26563.353516 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26563.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26572.125000 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -26572.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26576.742188 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -26576.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26580.320312 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -26580.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26604.750000 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -26604.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26604.750000 Penalty: 2769.414062
	Iteration 9F: 3 clusters Score -26604.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (99243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Entering Unmasked Estep 
Score: -15257536.000000 Penalty: 2853.320801
	Iteration 0F: 2 clusters Score -1.525754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -15191426.000000 Penalty: 5706.641602
	Iteration 0F: 3 clusters Score -1.519143e+07 nChanged 46912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -15218304.000000 Penalty: 5706.641602
	Iteration 1F: 3 clusters Score -1.52183e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -15219313.000000 Penalty: 5706.641602
	Iteration 2Q: 3 clusters Score -1.521931e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -15220871.000000 Penalty: 5706.641602
	Iteration 3Q: 3 clusters Score -1.522087e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -15223008.000000 Penalty: 5706.641602
	Iteration 4Q: 3 clusters Score -1.522301e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -15226495.000000 Penalty: 5706.641602
	Iteration 5F: 3 clusters Score -1.52265e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -15231285.000000 Penalty: 5706.641602
	Iteration 6F: 3 clusters Score -1.523128e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -15237138.000000 Penalty: 5706.641602
	Iteration 7F: 3 clusters Score -1.523714e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -15243228.000000 Penalty: 5706.641602
	Iteration 8F: 3 clusters Score -1.524323e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -15248109.000000 Penalty: 5706.641602
	Iteration 9F: 3 clusters Score -1.524811e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -15251179.000000 Penalty: 5706.641602
	Iteration 10Q: 3 clusters Score -1.525118e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -15252912.000000 Penalty: 5706.641602
	Iteration 11Q: 3 clusters Score -1.525291e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -15254075.000000 Penalty: 5706.641602
	Iteration 12Q: 3 clusters Score -1.525408e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -15254983.000000 Penalty: 5706.641602
	Iteration 13Q: 3 clusters Score -1.525498e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -15255620.000000 Penalty: 5706.641602
	Iteration 14Q: 3 clusters Score -1.525562e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -15255933.000000 Penalty: 5706.641602
	Iteration 15Q: 3 clusters Score -1.525593e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -15256032.000000 Penalty: 5706.641602
	Iteration 16Q: 3 clusters Score -1.525603e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -15256140.000000 Penalty: 5706.641602
	Iteration 17Q: 3 clusters Score -1.525614e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -15256231.000000 Penalty: 5706.641602
	Iteration 18Q: 3 clusters Score -1.525623e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -15256252.000000 Penalty: 5706.641602
	Iteration 19Q: 3 clusters Score -1.525625e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -15256251.000000 Penalty: 5706.641602
	Iteration 20F: 3 clusters Score -1.525625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -15256267.000000 Penalty: 5706.641602
	Iteration 21Q: 3 clusters Score -1.525627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -15256294.000000 Penalty: 5706.641602
	Iteration 22Q: 3 clusters Score -1.525629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -15256301.000000 Penalty: 5706.641602
	Iteration 23Q: 3 clusters Score -1.52563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -15256318.000000 Penalty: 5706.641602
	Iteration 24Q: 3 clusters Score -1.525632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -15256309.000000 Penalty: 5706.641602
	Iteration 25Q: 3 clusters Score -1.525631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -15256320.000000 Penalty: 5706.641602
	Iteration 26Q: 3 clusters Score -1.525632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -15256315.000000 Penalty: 5706.641602
	Iteration 27Q: 3 clusters Score -1.525632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -15256322.000000 Penalty: 5706.641602
	Iteration 28Q: 3 clusters Score -1.525632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -15256322.000000 Penalty: 5706.641602
	Iteration 29Q: 3 clusters Score -1.525632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -15256326.000000 Penalty: 5706.641602
	Iteration 30Q: 3 clusters Score -1.525633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -15256335.000000 Penalty: 5706.641602
	Iteration 31Q: 3 clusters Score -1.525634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -15256325.000000 Penalty: 5706.641602
	Iteration 32Q: 3 clusters Score -1.525632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -15256318.000000 Penalty: 5706.641602
	Iteration 33Q: 3 clusters Score -1.525632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -15256322.000000 Penalty: 5706.641602
	Iteration 34Q: 3 clusters Score -1.525632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15256320.000000 Penalty: 5706.641602
	Iteration 35Q: 3 clusters Score -1.525632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15256332.000000 Penalty: 5706.641602
	Iteration 36Q: 3 clusters Score -1.525633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15256336.000000 Penalty: 5706.641602
	Iteration 37Q: 3 clusters Score -1.525634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -15256334.000000 Penalty: 5706.641602
	Iteration 38Q: 3 clusters Score -1.525633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -15256334.000000 Penalty: 5706.641602
	Iteration 39F: 3 clusters Score -1.525633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Entering Unmasked Estep 
Score: -1391153.125000 Penalty: 2258.942627
	Iteration 0F: 2 clusters Score -1391153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1384152.125000 Penalty: 4517.885254
	Iteration 0F: 3 clusters Score -1384152 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1386216.125000 Penalty: 4517.885254
	Iteration 1F: 3 clusters Score -1386216 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1386544.875000 Penalty: 4517.885254
	Iteration 2F: 3 clusters Score -1386545 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1386768.375000 Penalty: 4517.885254
	Iteration 3F: 3 clusters Score -1386768 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1386935.750000 Penalty: 4517.885254
	Iteration 4Q: 3 clusters Score -1386936 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1387086.625000 Penalty: 4517.885254
	Iteration 5Q: 3 clusters Score -1387087 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1387237.125000 Penalty: 4517.885254
	Iteration 6Q: 3 clusters Score -1387237 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1387358.625000 Penalty: 4517.885254
	Iteration 7Q: 3 clusters Score -1387359 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1387491.250000 Penalty: 4517.885254
	Iteration 8Q: 3 clusters Score -1387491 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1387657.000000 Penalty: 4517.885254
	Iteration 9Q: 3 clusters Score -1387657 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1387813.625000 Penalty: 4517.885254
	Iteration 10Q: 3 clusters Score -1387814 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1387988.125000 Penalty: 4517.885254
	Iteration 11Q: 3 clusters Score -1387988 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1388146.375000 Penalty: 4517.885254
	Iteration 12Q: 3 clusters Score -1388146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1388323.750000 Penalty: 4517.885254
	Iteration 13Q: 3 clusters Score -1388324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1388497.375000 Penalty: 4517.885254
	Iteration 14Q: 3 clusters Score -1388497 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1388653.625000 Penalty: 4517.885254
	Iteration 15Q: 3 clusters Score -1388654 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1388780.000000 Penalty: 4517.885254
	Iteration 16Q: 3 clusters Score -1388780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1388871.750000 Penalty: 4517.885254
	Iteration 17Q: 3 clusters Score -1388872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1388953.375000 Penalty: 4517.885254
	Iteration 18Q: 3 clusters Score -1388953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1388997.625000 Penalty: 4517.885254
	Iteration 19Q: 3 clusters Score -1388998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1389022.125000 Penalty: 4517.885254
	Iteration 20F: 3 clusters Score -1389022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1389043.125000 Penalty: 4517.885254
	Iteration 21Q: 3 clusters Score -1389043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1389061.250000 Penalty: 4517.885254
	Iteration 22Q: 3 clusters Score -1389061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1389078.250000 Penalty: 4517.885254
	Iteration 23Q: 3 clusters Score -1389078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1389098.625000 Penalty: 4517.885254
	Iteration 24Q: 3 clusters Score -1389099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1389121.625000 Penalty: 4517.885254
	Iteration 25Q: 3 clusters Score -1389122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1389147.375000 Penalty: 4517.885254
	Iteration 26Q: 3 clusters Score -1389147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1389153.625000 Penalty: 4517.885254
	Iteration 27Q: 3 clusters Score -1389154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1389154.875000 Penalty: 4517.885254
	Iteration 28Q: 3 clusters Score -1389155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1389166.250000 Penalty: 4517.885254
	Iteration 29Q: 3 clusters Score -1389166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1389179.625000 Penalty: 4517.885254
	Iteration 30Q: 3 clusters Score -1389180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1389190.500000 Penalty: 4517.885254
	Iteration 31Q: 3 clusters Score -1389190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1389200.250000 Penalty: 4517.885254
	Iteration 32Q: 3 clusters Score -1389200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1389206.000000 Penalty: 4517.885254
	Iteration 33Q: 3 clusters Score -1389206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1389211.875000 Penalty: 4517.885254
	Iteration 34Q: 3 clusters Score -1389212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1389216.625000 Penalty: 4517.885254
	Iteration 35Q: 3 clusters Score -1389217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1389219.000000 Penalty: 4517.885254
	Iteration 36Q: 3 clusters Score -1389219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1389223.125000 Penalty: 4517.885254
	Iteration 37Q: 3 clusters Score -1389223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1389223.625000 Penalty: 4517.885254
	Iteration 38Q: 3 clusters Score -1389224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1389226.375000 Penalty: 4517.885254
	Iteration 39Q: 3 clusters Score -1389226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1389226.875000 Penalty: 4517.885254
	Iteration 40F: 3 clusters Score -1389227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1389229.000000 Penalty: 4517.885254
	Iteration 41Q: 3 clusters Score -1389229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1389228.125000 Penalty: 4517.885254
	Iteration 42Q: 3 clusters Score -1389228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1389228.125000 Penalty: 4517.885254
	Iteration 43F: 3 clusters Score -1389228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -63502.359375 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -63502.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62062.507812 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -62062.51 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62340.011719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -62340.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62461.996094 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -62462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62556.765625 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -62556.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62660.792969 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -62660.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62783.062500 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -62783.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62940.589844 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -62940.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62989.453125 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -62989.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63000.273438 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -63000.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63010.574219 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -63010.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63015.007812 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -63015.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63019.109375 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -63019.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63022.074219 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -63022.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63023.753906 Penalty: 3080.457520
	Iteration 13F: 3 clusters Score -63023.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63037.167969 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -63037.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63073.351562 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -63073.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63091.285156 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -63091.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63133.730469 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -63133.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63183.394531 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -63183.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63222.054688 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -63222.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63242.972656 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -63242.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63257.312500 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -63257.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63265.445312 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -63265.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63278.464844 Penalty: 3080.457520
	Iteration 23Q: 3 clusters Score -63278.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63281.199219 Penalty: 3080.457520
	Iteration 24Q: 3 clusters Score -63281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63282.937500 Penalty: 3080.457520
	Iteration 25Q: 3 clusters Score -63282.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63284.851562 Penalty: 3080.457520
	Iteration 26Q: 3 clusters Score -63284.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63287.304688 Penalty: 3080.457520
	Iteration 27Q: 3 clusters Score -63287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63290.460938 Penalty: 3080.457520
	Iteration 28Q: 3 clusters Score -63290.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -63295.875000 Penalty: 3080.457520
	Iteration 29Q: 3 clusters Score -63295.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63298.550781 Penalty: 3080.457520
	Iteration 30Q: 3 clusters Score -63298.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63298.550781 Penalty: 3080.457520
	Iteration 31F: 3 clusters Score -63298.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -317363.156250 Penalty: 1903.765503
	Iteration 0F: 2 clusters Score -317363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -314626.281250 Penalty: 3807.531006
	Iteration 0F: 3 clusters Score -314626.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -315201.937500 Penalty: 3807.531006
	Iteration 1F: 3 clusters Score -315201.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -315419.375000 Penalty: 3807.531006
	Iteration 2F: 3 clusters Score -315419.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -315562.406250 Penalty: 3807.531006
	Iteration 3F: 3 clusters Score -315562.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -315658.437500 Penalty: 3807.531006
	Iteration 4Q: 3 clusters Score -315658.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -315743.375000 Penalty: 3807.531006
	Iteration 5Q: 3 clusters Score -315743.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -315803.312500 Penalty: 3807.531006
	Iteration 6Q: 3 clusters Score -315803.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -315852.875000 Penalty: 3807.531006
	Iteration 7Q: 3 clusters Score -315852.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -315884.531250 Penalty: 3807.531006
	Iteration 8Q: 3 clusters Score -315884.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -315913.125000 Penalty: 3807.531006
	Iteration 9Q: 3 clusters Score -315913.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -315943.312500 Penalty: 3807.531006
	Iteration 10Q: 3 clusters Score -315943.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -315959.812500 Penalty: 3807.531006
	Iteration 11Q: 3 clusters Score -315959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -315973.218750 Penalty: 3807.531006
	Iteration 12Q: 3 clusters Score -315973.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -315987.093750 Penalty: 3807.531006
	Iteration 13Q: 3 clusters Score -315987.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -315997.000000 Penalty: 3807.531006
	Iteration 14Q: 3 clusters Score -315997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -315998.250000 Penalty: 3807.531006
	Iteration 15Q: 3 clusters Score -315998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -316001.468750 Penalty: 3807.531006
	Iteration 16Q: 3 clusters Score -316001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -316003.312500 Penalty: 3807.531006
	Iteration 17Q: 3 clusters Score -316003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -316004.562500 Penalty: 3807.531006
	Iteration 18Q: 3 clusters Score -316004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -316005.562500 Penalty: 3807.531006
	Iteration 19Q: 3 clusters Score -316005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -316009.531250 Penalty: 3807.531006
	Iteration 20F: 3 clusters Score -316009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -316010.906250 Penalty: 3807.531006
	Iteration 21Q: 3 clusters Score -316010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -316011.750000 Penalty: 3807.531006
	Iteration 22Q: 3 clusters Score -316011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -316011.750000 Penalty: 3807.531006
	Iteration 23F: 3 clusters Score -316011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -27903.345703 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -27903.35 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 122 members 
Entering Unmasked Estep 
Score: -26939.308594 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -26939.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27128.427734 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -27128.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27181.705078 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -27181.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27205.064453 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -27205.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27244.695312 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -27244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27252.816406 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -27252.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27260.580078 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -27260.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27260.580078 Penalty: 2703.715088
	Iteration 7F: 3 clusters Score -27260.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -247448.156250 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -247448.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244974.859375 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -244974.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -245609.781250 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -245609.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -246005.515625 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -246005.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -246320.250000 Penalty: 3712.525391
	Iteration 3F: 3 clusters Score -246320.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -246539.687500 Penalty: 3712.525391
	Iteration 4F: 3 clusters Score -246539.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -246691.343750 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -246691.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -246812.625000 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -246812.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -246894.437500 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -246894.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -246957.515625 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -246957.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -246985.593750 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -246985.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -247007.546875 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -247007.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247034.171875 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -247034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -247056.968750 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -247057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247071.687500 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -247071.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -247079.406250 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -247079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -247082.437500 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -247082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -247084.218750 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -247084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -247085.968750 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -247086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -247088.453125 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -247088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247089.437500 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -247089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247089.437500 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -247089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -78425.507812 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -78425.51 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 300 members 
Entering Unmasked Estep 
Score: -76856.812500 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -76856.81 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77204.757812 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -77204.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77462.054688 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -77462.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77614.023438 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -77614.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77799.109375 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -77799.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78003.226562 Penalty: 3158.620605
	Iteration 5F: 3 clusters Score -78003.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78250.289062 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -78250.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78629.960938 Penalty: 3158.620605
	Iteration 7F: 3 clusters Score -78629.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79038.734375 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -79038.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79282.031250 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -79282.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79440.054688 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -79440.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79556.578125 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -79556.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79556.578125 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -79556.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 37437 members 
Mstep: Class 8 contains 157172 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 419 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 99243 members 
Mstep: Class 30 contains 9033 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 312 members 
Entering Unmasked Estep 
Score: -70335856.000000 Penalty: 123100.109375
Splitting cluster 35 changes total score from -70336376.000000 to -70335856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -16628.710938 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -16628.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15731.804688 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -15731.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15912.391602 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -15912.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15927.722656 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -15927.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15929.972656 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -15929.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15929.972656 Penalty: 2570.164795
	Iteration 4F: 3 clusters Score -15929.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -72702.742188 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -72702.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71132.929688 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -71132.93 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71433.445312 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -71433.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71627.929688 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -71627.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71753.539062 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -71753.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71831.437500 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -71831.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71896.523438 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -71896.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71915.867188 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -71915.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71941.632812 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -71941.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71985.648438 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -71985.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72144.140625 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -72144.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72299.500000 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -72299.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72352.210938 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -72352.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72396.304688 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -72396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72433.515625 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -72433.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72461.507812 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -72461.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72477.421875 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -72477.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72477.804688 Penalty: 3159.470947
	Iteration 16F: 3 clusters Score -72477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72486.820312 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -72486.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72497.968750 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -72497.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72504.031250 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -72504.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72512.757812 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -72512.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72514.523438 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -72514.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72514.523438 Penalty: 3159.470947
	Iteration 22F: 3 clusters Score -72514.52 nChanged 0
--- Evaluating fit on full set of 1412708 points ---
Entering Unmasked Estep 
Score: -211173216.000000 Penalty: 129941.515625
24->38 Clusters: Score -211173216.000000, best is -211208784.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 470902 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 19604 members 
Mstep: Class 3 contains 19661 members 
Mstep: Class 4 contains 19669 members 
Mstep: Class 5 contains 19504 members 
Mstep: Class 6 contains 19670 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 19550 members 
Mstep: Class 9 contains 19515 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 19868 members 
Mstep: Class 12 contains 19545 members 
Mstep: Class 13 contains 20051 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 17 contains 19793 members 
Mstep: Class 18 contains 19694 members 
Mstep: Class 19 contains 19580 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 19589 members 
Mstep: Class 22 contains 19691 members 
Mstep: Class 23 contains 19629 members 
Mstep: Class 24 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 944.103516 but Gain 3239.476562
Score: -64019616.000000 Penalty: 74507.960938
Iteration 0F: 24 clusters Score -6.401962e+07 nChanged 450994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3996 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 56168 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 75915 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 8531 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 23153 members 
Mstep: Class 15 contains 144745 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 1870 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 77075 members 
Mstep: Class 24 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2867.176025 but Gain 3239.476562
Score: -69048320.000000 Penalty: 71268.484375
Iteration 1F: 23 clusters Score -6.904832e+07 nChanged 172495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2422 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45493 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 61413 members 
Mstep: Class 7 contains 3481 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 4901 members 
Mstep: Class 13 contains 2125 members 
Mstep: Class 14 contains 18076 members 
Mstep: Class 15 contains 207539 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 1902 members 
Mstep: Class 23 contains 75630 members 
Mstep: Class 24 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69637360.000000 Penalty: 71268.484375
Iteration 2F: 23 clusters Score -6.963736e+07 nChanged 113948
Entering Unmasked Mstep 
Mstep: Class 0 contains 1220 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 57243 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 5340 members 
Mstep: Class 5 contains 45547 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 7571 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20499 members 
Mstep: Class 15 contains 227422 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 22 contains 1439 members 
Mstep: Class 23 contains 63497 members 
Mstep: Class 24 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3013.938477 but Gain 3239.476562
Score: -69906000.000000 Penalty: 68029.007812
Iteration 3F: 22 clusters Score -6.9906e+07 nChanged 75411
Entering Unmasked Mstep 
Mstep: Class 0 contains 760 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 69694 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 41238 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 26875 members 
Mstep: Class 15 contains 223918 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 1046 members 
Mstep: Class 21 contains 3437 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 55747 members 
Mstep: Class 24 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70025864.000000 Penalty: 68029.007812
Iteration 4F: 22 clusters Score -7.002586e+07 nChanged 45997
Entering Unmasked Mstep 
Mstep: Class 0 contains 626 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 76186 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 40252 members 
Mstep: Class 7 contains 5551 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 10588 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 33356 members 
Mstep: Class 15 contains 215658 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 3965 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 52135 members 
Mstep: Class 24 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70080328.000000 Penalty: 68029.007812
Iteration 5F: 22 clusters Score -7.008033e+07 nChanged 33645
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 80111 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 39205 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 11052 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 39014 members 
Mstep: Class 15 contains 207752 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 3762 members 
Mstep: Class 20 contains 682 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 50757 members 
Mstep: Class 24 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70124344.000000 Penalty: 68029.007812
Iteration 6F: 22 clusters Score -7.012434e+07 nChanged 26992
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 83302 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 39360 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 43129 members 
Mstep: Class 15 contains 199040 members 
Mstep: Class 18 contains 4988 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 4362 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 50889 members 
Mstep: Class 24 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70156680.000000 Penalty: 68029.007812
Iteration 7F: 22 clusters Score -7.015668e+07 nChanged 22145
Entering Unmasked Mstep 
Mstep: Class 0 contains 416 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 86321 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 40384 members 
Mstep: Class 7 contains 4924 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 11494 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 45288 members 
Mstep: Class 15 contains 190356 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 52115 members 
Mstep: Class 24 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70177344.000000 Penalty: 68029.007812
Iteration 8Q: 22 clusters Score -7.017734e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 89125 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 41484 members 
Mstep: Class 7 contains 5031 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 46285 members 
Mstep: Class 15 contains 182146 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 3667 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 54087 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70192000.000000 Penalty: 68029.007812
Iteration 9Q: 22 clusters Score -7.0192e+07 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 91833 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 42378 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 11739 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 14 contains 46696 members 
Mstep: Class 15 contains 174518 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 56392 members 
Mstep: Class 24 contains 2796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70202544.000000 Penalty: 68029.007812
Iteration 10Q: 22 clusters Score -7.020254e+07 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 94488 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 43079 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 46909 members 
Mstep: Class 15 contains 167522 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 3950 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 58725 members 
Mstep: Class 24 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70210288.000000 Penalty: 68029.007812
Iteration 11Q: 22 clusters Score -7.021029e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 97125 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 43561 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 1503 members 
Mstep: Class 9 contains 1386 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 47037 members 
Mstep: Class 15 contains 161281 members 
Mstep: Class 18 contains 9485 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 3680 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 60803 members 
Mstep: Class 24 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216472.000000 Penalty: 68029.007812
Iteration 12Q: 22 clusters Score -7.021647e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 99577 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 43845 members 
Mstep: Class 7 contains 5471 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 1380 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 11902 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 47110 members 
Mstep: Class 15 contains 155893 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 3440 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 62347 members 
Mstep: Class 24 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70220456.000000 Penalty: 68029.007812
Iteration 13Q: 22 clusters Score -7.022046e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 101960 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 43994 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 47206 members 
Mstep: Class 15 contains 151000 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 63585 members 
Mstep: Class 24 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70224584.000000 Penalty: 68029.007812
Iteration 14Q: 22 clusters Score -7.022458e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 104401 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 44071 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 2529 members 
Mstep: Class 14 contains 47344 members 
Mstep: Class 15 contains 146492 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 2979 members 
Mstep: Class 22 contains 1543 members 
Mstep: Class 23 contains 64443 members 
Mstep: Class 24 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70227912.000000 Penalty: 68029.007812
Iteration 15Q: 22 clusters Score -7.022791e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 106815 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 44140 members 
Mstep: Class 7 contains 5762 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 47425 members 
Mstep: Class 15 contains 142284 members 
Mstep: Class 18 contains 11781 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 1436 members 
Mstep: Class 23 contains 65154 members 
Mstep: Class 24 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70230416.000000 Penalty: 68029.007812
Iteration 16Q: 22 clusters Score -7.023042e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 109316 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 44174 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 47502 members 
Mstep: Class 15 contains 138351 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 1330 members 
Mstep: Class 23 contains 65485 members 
Mstep: Class 24 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70232800.000000 Penalty: 68029.007812
Iteration 17Q: 22 clusters Score -7.02328e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 111969 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 44220 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 1718 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 47555 members 
Mstep: Class 15 contains 134582 members 
Mstep: Class 18 contains 12464 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 1253 members 
Mstep: Class 23 contains 65605 members 
Mstep: Class 24 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70234416.000000 Penalty: 68029.007812
Iteration 18Q: 22 clusters Score -7.023442e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 114639 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 44208 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 47596 members 
Mstep: Class 15 contains 131041 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 2536 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 65609 members 
Mstep: Class 24 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70236048.000000 Penalty: 68029.007812
Iteration 19Q: 22 clusters Score -7.023605e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 117290 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 44224 members 
Mstep: Class 7 contains 6050 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 47624 members 
Mstep: Class 15 contains 127706 members 
Mstep: Class 18 contains 12747 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 1165 members 
Mstep: Class 23 contains 65371 members 
Mstep: Class 24 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70239672.000000 Penalty: 68029.007812
Iteration 20F: 22 clusters Score -7.023967e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 119977 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 13262 members 
Mstep: Class 5 contains 44267 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 11961 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 47640 members 
Mstep: Class 15 contains 124499 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 579 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 1130 members 
Mstep: Class 23 contains 64982 members 
Mstep: Class 24 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70242584.000000 Penalty: 68029.007812
Iteration 21Q: 22 clusters Score -7.024258e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 122681 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 13928 members 
Mstep: Class 5 contains 44302 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 47642 members 
Mstep: Class 15 contains 121574 members 
Mstep: Class 18 contains 12902 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 64455 members 
Mstep: Class 24 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70244536.000000 Penalty: 68029.007812
Iteration 22Q: 22 clusters Score -7.024454e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 125255 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 44344 members 
Mstep: Class 7 contains 6355 members 
Mstep: Class 8 contains 1499 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 1659 members 
Mstep: Class 12 contains 11962 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 47691 members 
Mstep: Class 15 contains 118930 members 
Mstep: Class 18 contains 12898 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 63813 members 
Mstep: Class 24 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70245880.000000 Penalty: 68029.007812
Iteration 23Q: 22 clusters Score -7.024588e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 127798 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 15195 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 11962 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 47717 members 
Mstep: Class 15 contains 116547 members 
Mstep: Class 18 contains 12909 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 62942 members 
Mstep: Class 24 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70247080.000000 Penalty: 68029.007812
Iteration 24Q: 22 clusters Score -7.024708e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 130227 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 5 contains 44427 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 47727 members 
Mstep: Class 15 contains 114534 members 
Mstep: Class 18 contains 12934 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 61880 members 
Mstep: Class 24 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70248272.000000 Penalty: 68029.007812
Iteration 25Q: 22 clusters Score -7.024827e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 132605 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 44459 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 47744 members 
Mstep: Class 15 contains 112779 members 
Mstep: Class 18 contains 12956 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 60688 members 
Mstep: Class 24 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70249120.000000 Penalty: 68029.007812
Iteration 26Q: 22 clusters Score -7.024912e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 134826 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 16837 members 
Mstep: Class 5 contains 44472 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 47771 members 
Mstep: Class 15 contains 111186 members 
Mstep: Class 18 contains 12979 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 59495 members 
Mstep: Class 24 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70250072.000000 Penalty: 68029.007812
Iteration 27Q: 22 clusters Score -7.025007e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 136942 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 17329 members 
Mstep: Class 5 contains 44516 members 
Mstep: Class 7 contains 6585 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 11933 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 47806 members 
Mstep: Class 15 contains 109736 members 
Mstep: Class 18 contains 13012 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 58250 members 
Mstep: Class 24 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70250776.000000 Penalty: 68029.007812
Iteration 28Q: 22 clusters Score -7.025078e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 138956 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 44524 members 
Mstep: Class 7 contains 6611 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 15 contains 108349 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 559 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 57052 members 
Mstep: Class 24 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70251672.000000 Penalty: 68029.007812
Iteration 29Q: 22 clusters Score -7.025167e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 140867 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 18263 members 
Mstep: Class 5 contains 44534 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 12 contains 11950 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 47900 members 
Mstep: Class 15 contains 107168 members 
Mstep: Class 18 contains 13057 members 
Mstep: Class 19 contains 3379 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 55792 members 
Mstep: Class 24 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70252192.000000 Penalty: 68029.007812
Iteration 30Q: 22 clusters Score -7.025219e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 142713 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 18687 members 
Mstep: Class 5 contains 44553 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 47927 members 
Mstep: Class 15 contains 106059 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 54541 members 
Mstep: Class 24 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70252992.000000 Penalty: 68029.007812
Iteration 31Q: 22 clusters Score -7.025299e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 144506 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 19101 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 47945 members 
Mstep: Class 15 contains 104942 members 
Mstep: Class 18 contains 13111 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 53381 members 
Mstep: Class 24 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70253752.000000 Penalty: 68029.007812
Iteration 32Q: 22 clusters Score -7.025375e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 146181 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 19526 members 
Mstep: Class 5 contains 44580 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 1536 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 47968 members 
Mstep: Class 15 contains 103904 members 
Mstep: Class 18 contains 13129 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 52225 members 
Mstep: Class 24 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70254584.000000 Penalty: 68029.007812
Iteration 33Q: 22 clusters Score -7.025458e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 147805 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 19899 members 
Mstep: Class 5 contains 44579 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 47958 members 
Mstep: Class 15 contains 102994 members 
Mstep: Class 18 contains 13159 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 51074 members 
Mstep: Class 24 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70254992.000000 Penalty: 68029.007812
Iteration 34Q: 22 clusters Score -7.025499e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 149404 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 20245 members 
Mstep: Class 5 contains 44579 members 
Mstep: Class 7 contains 6782 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 47954 members 
Mstep: Class 15 contains 102124 members 
Mstep: Class 18 contains 13156 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 49975 members 
Mstep: Class 24 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70255664.000000 Penalty: 68029.007812
Iteration 35Q: 22 clusters Score -7.025566e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 150893 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 20624 members 
Mstep: Class 5 contains 44589 members 
Mstep: Class 7 contains 6779 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 12063 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 47979 members 
Mstep: Class 15 contains 101233 members 
Mstep: Class 18 contains 13170 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 48928 members 
Mstep: Class 24 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70256056.000000 Penalty: 68029.007812
Iteration 36Q: 22 clusters Score -7.025606e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 152295 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 21000 members 
Mstep: Class 5 contains 44582 members 
Mstep: Class 7 contains 6783 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 48011 members 
Mstep: Class 15 contains 100431 members 
Mstep: Class 18 contains 13193 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 47885 members 
Mstep: Class 24 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70256720.000000 Penalty: 68029.007812
Iteration 37Q: 22 clusters Score -7.025672e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 153730 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 21358 members 
Mstep: Class 5 contains 44559 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1525 members 
Mstep: Class 12 contains 12105 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 48017 members 
Mstep: Class 15 contains 99622 members 
Mstep: Class 18 contains 13181 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 46902 members 
Mstep: Class 24 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70256944.000000 Penalty: 68029.007812
Iteration 38Q: 22 clusters Score -7.025694e+07 nChanged 3129
Entering ConstructFrom: 
Score: -70256944.000000 Penalty: 68029.007812
Entering ConstructFrom: 
Trying to split cluster 1 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -230763.718750 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -230763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -228487.781250 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -228487.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -230856.093750 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -230856.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -232270.343750 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -232270.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -233591.953125 Penalty: 3783.986084
	Iteration 3F: 3 clusters Score -233592 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -235164.015625 Penalty: 3783.986084
	Iteration 4F: 3 clusters Score -235164 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236601.890625 Penalty: 3783.986084
	Iteration 5F: 3 clusters Score -236601.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -237629.046875 Penalty: 3783.986084
	Iteration 6F: 3 clusters Score -237629 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -238759.625000 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -238759.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -239747.703125 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -239747.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240637.781250 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -240637.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -240959.015625 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -240959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -241419.187500 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -241419.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242833.156250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -242833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242970.234375 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -242970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243186.890625 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -243186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243395.593750 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -243395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243417.250000 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -243417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243420.890625 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -243420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243420.890625 Penalty: 3783.986084
	Iteration 18F: 3 clusters Score -243420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 21701 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Entering Unmasked Estep 
Score: -70268512.000000 Penalty: 71268.484375
Splitting cluster 1 changes total score from -70256944.000000 to -70268512.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (155106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Entering Unmasked Estep 
Score: -23689042.000000 Penalty: 2964.062256
	Iteration 0F: 2 clusters Score -2.368904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -23586376.000000 Penalty: 5928.124512
	Iteration 0F: 3 clusters Score -2.358638e+07 nChanged 74188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -23629496.000000 Penalty: 5928.124512
	Iteration 1F: 3 clusters Score -2.36295e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -23631104.000000 Penalty: 5928.124512
	Iteration 2Q: 3 clusters Score -2.36311e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -23633372.000000 Penalty: 5928.124512
	Iteration 3Q: 3 clusters Score -2.363337e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -23637112.000000 Penalty: 5928.124512
	Iteration 4Q: 3 clusters Score -2.363711e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -23644108.000000 Penalty: 5928.124512
	Iteration 5F: 3 clusters Score -2.364411e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -23654570.000000 Penalty: 5928.124512
	Iteration 6F: 3 clusters Score -2.365457e+07 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133525 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -23667096.000000 Penalty: 5928.124512
	Iteration 7F: 3 clusters Score -2.36671e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -23676990.000000 Penalty: 5928.124512
	Iteration 8F: 3 clusters Score -2.367699e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150571 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -23682552.000000 Penalty: 5928.124512
	Iteration 9Q: 3 clusters Score -2.368255e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -23685010.000000 Penalty: 5928.124512
	Iteration 10Q: 3 clusters Score -2.368501e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -23685798.000000 Penalty: 5928.124512
	Iteration 11Q: 3 clusters Score -2.36858e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23686130.000000 Penalty: 5928.124512
	Iteration 12Q: 3 clusters Score -2.368613e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23686256.000000 Penalty: 5928.124512
	Iteration 13Q: 3 clusters Score -2.368626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23686302.000000 Penalty: 5928.124512
	Iteration 14Q: 3 clusters Score -2.36863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23686318.000000 Penalty: 5928.124512
	Iteration 15Q: 3 clusters Score -2.368632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23686334.000000 Penalty: 5928.124512
	Iteration 16Q: 3 clusters Score -2.368633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23686350.000000 Penalty: 5928.124512
	Iteration 17Q: 3 clusters Score -2.368635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23686356.000000 Penalty: 5928.124512
	Iteration 18Q: 3 clusters Score -2.368636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23686366.000000 Penalty: 5928.124512
	Iteration 19Q: 3 clusters Score -2.368637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23686368.000000 Penalty: 5928.124512
	Iteration 20F: 3 clusters Score -2.368637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -104028.023438 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -104028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102694.875000 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -102694.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104599.203125 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -104599.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105801.867188 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -105801.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -106677.234375 Penalty: 3501.570312
	Iteration 3F: 3 clusters Score -106677.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -107184.523438 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -107184.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -107757.414062 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -107757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -108168.570312 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -108168.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -108587.539062 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -108587.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109060.960938 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -109061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109272.445312 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -109272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109361.156250 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -109361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -109385.601562 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -109385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109399.914062 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -109399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109476.695312 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -109476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109556.531250 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -109556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109578.687500 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -109578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109651.703125 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -109651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109692.445312 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -109692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109700.453125 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -109700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109705.531250 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -109705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -109899.445312 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -109899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -110177.593750 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -110177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -110261.796875 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -110261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -110306.562500 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -110306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110323.882812 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -110323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110324.875000 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -110324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110339.656250 Penalty: 3501.570312
	Iteration 26F: 3 clusters Score -110339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -110351.804688 Penalty: 3501.570312
	Iteration 27Q: 3 clusters Score -110351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -110351.804688 Penalty: 3501.570312
	Iteration 28F: 3 clusters Score -110351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 21701 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Entering Unmasked Estep 
Score: -70273448.000000 Penalty: 74507.960938
Splitting cluster 3 changes total score from -70256944.000000 to -70273448.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (21701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Entering Unmasked Estep 
Score: -3249850.250000 Penalty: 2476.308105
	Iteration 0F: 2 clusters Score -3249850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3234749.250000 Penalty: 4952.616211
	Iteration 0F: 3 clusters Score -3234749 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3240209.500000 Penalty: 4952.616211
	Iteration 1F: 3 clusters Score -3240210 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3241331.500000 Penalty: 4952.616211
	Iteration 2F: 3 clusters Score -3241332 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3242676.250000 Penalty: 4952.616211
	Iteration 3F: 3 clusters Score -3242676 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3244174.500000 Penalty: 4952.616211
	Iteration 4F: 3 clusters Score -3244174 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3245550.000000 Penalty: 4952.616211
	Iteration 5F: 3 clusters Score -3245550 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3246597.500000 Penalty: 4952.616211
	Iteration 6F: 3 clusters Score -3246598 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3247316.000000 Penalty: 4952.616211
	Iteration 7F: 3 clusters Score -3247316 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3247795.000000 Penalty: 4952.616211
	Iteration 8Q: 3 clusters Score -3247795 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3248170.750000 Penalty: 4952.616211
	Iteration 9Q: 3 clusters Score -3248171 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3248475.250000 Penalty: 4952.616211
	Iteration 10Q: 3 clusters Score -3248475 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3248801.000000 Penalty: 4952.616211
	Iteration 11Q: 3 clusters Score -3248801 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3249074.250000 Penalty: 4952.616211
	Iteration 12Q: 3 clusters Score -3249074 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3249294.250000 Penalty: 4952.616211
	Iteration 13Q: 3 clusters Score -3249294 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3249425.250000 Penalty: 4952.616211
	Iteration 14Q: 3 clusters Score -3249425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3249557.000000 Penalty: 4952.616211
	Iteration 15Q: 3 clusters Score -3249557 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3249652.750000 Penalty: 4952.616211
	Iteration 16Q: 3 clusters Score -3249653 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3249735.750000 Penalty: 4952.616211
	Iteration 17Q: 3 clusters Score -3249736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3249801.000000 Penalty: 4952.616211
	Iteration 18Q: 3 clusters Score -3249801 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3249827.500000 Penalty: 4952.616211
	Iteration 19Q: 3 clusters Score -3249828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3249887.500000 Penalty: 4952.616211
	Iteration 20F: 3 clusters Score -3249888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3249927.500000 Penalty: 4952.616211
	Iteration 21Q: 3 clusters Score -3249928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3249942.000000 Penalty: 4952.616211
	Iteration 22Q: 3 clusters Score -3249942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3249956.500000 Penalty: 4952.616211
	Iteration 23Q: 3 clusters Score -3249956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3249962.000000 Penalty: 4952.616211
	Iteration 24Q: 3 clusters Score -3249962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3249976.500000 Penalty: 4952.616211
	Iteration 25Q: 3 clusters Score -3249976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3249985.500000 Penalty: 4952.616211
	Iteration 26Q: 3 clusters Score -3249986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3249982.000000 Penalty: 4952.616211
	Iteration 27Q: 3 clusters Score -3249982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3249982.750000 Penalty: 4952.616211
	Iteration 28Q: 3 clusters Score -3249983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3249981.000000 Penalty: 4952.616211
	Iteration 29Q: 3 clusters Score -3249981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3249979.750000 Penalty: 4952.616211
	Iteration 30Q: 3 clusters Score -3249980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3249980.250000 Penalty: 4952.616211
	Iteration 31Q: 3 clusters Score -3249980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3249981.500000 Penalty: 4952.616211
	Iteration 32Q: 3 clusters Score -3249982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3249980.500000 Penalty: 4952.616211
	Iteration 33Q: 3 clusters Score -3249980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3249983.000000 Penalty: 4952.616211
	Iteration 34Q: 3 clusters Score -3249983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3249981.250000 Penalty: 4952.616211
	Iteration 35Q: 3 clusters Score -3249981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3249982.500000 Penalty: 4952.616211
	Iteration 36Q: 3 clusters Score -3249982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3249982.500000 Penalty: 4952.616211
	Iteration 37F: 3 clusters Score -3249982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Entering Unmasked Estep 
Score: -70272728.000000 Penalty: 77747.437500
Splitting cluster 4 changes total score from -70256944.000000 to -70272728.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (44547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Entering Unmasked Estep 
Score: -6750767.000000 Penalty: 2654.666504
	Iteration 0F: 2 clusters Score -6750767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -6720735.000000 Penalty: 5309.333008
	Iteration 0F: 3 clusters Score -6720735 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -6732329.000000 Penalty: 5309.333008
	Iteration 1F: 3 clusters Score -6732329 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6733710.000000 Penalty: 5309.333008
	Iteration 2F: 3 clusters Score -6733710 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -6735250.500000 Penalty: 5309.333008
	Iteration 3F: 3 clusters Score -6735250 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -6737020.000000 Penalty: 5309.333008
	Iteration 4F: 3 clusters Score -6737020 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6739280.000000 Penalty: 5309.333008
	Iteration 5F: 3 clusters Score -6739280 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6742210.000000 Penalty: 5309.333008
	Iteration 6F: 3 clusters Score -6742210 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6745289.000000 Penalty: 5309.333008
	Iteration 7F: 3 clusters Score -6745289 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6747745.500000 Penalty: 5309.333008
	Iteration 8F: 3 clusters Score -6747746 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6749442.000000 Penalty: 5309.333008
	Iteration 9F: 3 clusters Score -6749442 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -6750937.000000 Penalty: 5309.333008
	Iteration 10Q: 3 clusters Score -6750937 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -6752237.000000 Penalty: 5309.333008
	Iteration 11Q: 3 clusters Score -6752237 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6753177.500000 Penalty: 5309.333008
	Iteration 12Q: 3 clusters Score -6753178 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6753598.000000 Penalty: 5309.333008
	Iteration 13Q: 3 clusters Score -6753598 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -6753833.500000 Penalty: 5309.333008
	Iteration 14Q: 3 clusters Score -6753834 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6753954.500000 Penalty: 5309.333008
	Iteration 15Q: 3 clusters Score -6753954 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -6754024.000000 Penalty: 5309.333008
	Iteration 16Q: 3 clusters Score -6754024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -6754074.500000 Penalty: 5309.333008
	Iteration 17Q: 3 clusters Score -6754074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -6754094.500000 Penalty: 5309.333008
	Iteration 18Q: 3 clusters Score -6754094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6754108.000000 Penalty: 5309.333008
	Iteration 19Q: 3 clusters Score -6754108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -6754115.000000 Penalty: 5309.333008
	Iteration 20F: 3 clusters Score -6754115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6754134.000000 Penalty: 5309.333008
	Iteration 21Q: 3 clusters Score -6754134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -6754140.000000 Penalty: 5309.333008
	Iteration 22Q: 3 clusters Score -6754140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -6754102.500000 Penalty: 5309.333008
	Iteration 23Q: 3 clusters Score -6754102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -6754125.000000 Penalty: 5309.333008
	Iteration 24Q: 3 clusters Score -6754125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6754126.000000 Penalty: 5309.333008
	Iteration 25Q: 3 clusters Score -6754126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -6754141.000000 Penalty: 5309.333008
	Iteration 26Q: 3 clusters Score -6754141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -6754154.000000 Penalty: 5309.333008
	Iteration 27Q: 3 clusters Score -6754154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6754151.500000 Penalty: 5309.333008
	Iteration 28Q: 3 clusters Score -6754152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6754140.500000 Penalty: 5309.333008
	Iteration 29Q: 3 clusters Score -6754140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -6754157.500000 Penalty: 5309.333008
	Iteration 30Q: 3 clusters Score -6754158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -6754163.000000 Penalty: 5309.333008
	Iteration 31Q: 3 clusters Score -6754163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -6754166.000000 Penalty: 5309.333008
	Iteration 32Q: 3 clusters Score -6754166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -6754164.500000 Penalty: 5309.333008
	Iteration 33Q: 3 clusters Score -6754164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -6754164.500000 Penalty: 5309.333008
	Iteration 34Q: 3 clusters Score -6754164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -6754178.000000 Penalty: 5309.333008
	Iteration 35Q: 3 clusters Score -6754178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -6754182.000000 Penalty: 5309.333008
	Iteration 36Q: 3 clusters Score -6754182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -6754186.500000 Penalty: 5309.333008
	Iteration 37Q: 3 clusters Score -6754186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -6754183.500000 Penalty: 5309.333008
	Iteration 38Q: 3 clusters Score -6754184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -6754187.500000 Penalty: 5309.333008
	Iteration 39Q: 3 clusters Score -6754188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6754188.500000 Penalty: 5309.333008
	Iteration 40F: 3 clusters Score -6754188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6754199.000000 Penalty: 5309.333008
	Iteration 41Q: 3 clusters Score -6754199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -6754206.500000 Penalty: 5309.333008
	Iteration 42Q: 3 clusters Score -6754206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -6754225.000000 Penalty: 5309.333008
	Iteration 43Q: 3 clusters Score -6754225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -6754239.500000 Penalty: 5309.333008
	Iteration 44Q: 3 clusters Score -6754240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -6754236.000000 Penalty: 5309.333008
	Iteration 45Q: 3 clusters Score -6754236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6754242.500000 Penalty: 5309.333008
	Iteration 46Q: 3 clusters Score -6754242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -6754265.500000 Penalty: 5309.333008
	Iteration 47Q: 3 clusters Score -6754266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6754278.000000 Penalty: 5309.333008
	Iteration 48Q: 3 clusters Score -6754278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -6754299.000000 Penalty: 5309.333008
	Iteration 49Q: 3 clusters Score -6754299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -6754349.500000 Penalty: 5309.333008
	Iteration 50Q: 3 clusters Score -6754350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -6754380.500000 Penalty: 5309.333008
	Iteration 51Q: 3 clusters Score -6754380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -6754402.500000 Penalty: 5309.333008
	Iteration 52Q: 3 clusters Score -6754402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -6754459.500000 Penalty: 5309.333008
	Iteration 53Q: 3 clusters Score -6754460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -6754478.500000 Penalty: 5309.333008
	Iteration 54Q: 3 clusters Score -6754478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -6754481.500000 Penalty: 5309.333008
	Iteration 55Q: 3 clusters Score -6754482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -6754474.500000 Penalty: 5309.333008
	Iteration 56Q: 3 clusters Score -6754474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -6754489.000000 Penalty: 5309.333008
	Iteration 57Q: 3 clusters Score -6754489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -6754495.500000 Penalty: 5309.333008
	Iteration 58Q: 3 clusters Score -6754496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -6754504.500000 Penalty: 5309.333008
	Iteration 59Q: 3 clusters Score -6754504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -6754513.500000 Penalty: 5309.333008
	Iteration 60F: 3 clusters Score -6754514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -6754537.500000 Penalty: 5309.333008
	Iteration 61Q: 3 clusters Score -6754538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -6754572.500000 Penalty: 5309.333008
	Iteration 62Q: 3 clusters Score -6754572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -6754583.000000 Penalty: 5309.333008
	Iteration 63Q: 3 clusters Score -6754583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -6754592.500000 Penalty: 5309.333008
	Iteration 64Q: 3 clusters Score -6754592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -6754603.000000 Penalty: 5309.333008
	Iteration 65Q: 3 clusters Score -6754603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -6754620.500000 Penalty: 5309.333008
	Iteration 66Q: 3 clusters Score -6754620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -6754620.000000 Penalty: 5309.333008
	Iteration 67Q: 3 clusters Score -6754620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -6754622.000000 Penalty: 5309.333008
	Iteration 68Q: 3 clusters Score -6754622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -6754628.000000 Penalty: 5309.333008
	Iteration 69Q: 3 clusters Score -6754628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -6754624.500000 Penalty: 5309.333008
	Iteration 70Q: 3 clusters Score -6754624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -6754621.000000 Penalty: 5309.333008
	Iteration 71Q: 3 clusters Score -6754621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -6754612.000000 Penalty: 5309.333008
	Iteration 72Q: 3 clusters Score -6754612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -6754613.000000 Penalty: 5309.333008
	Iteration 73Q: 3 clusters Score -6754613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -6754618.000000 Penalty: 5309.333008
	Iteration 74Q: 3 clusters Score -6754618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6754616.000000 Penalty: 5309.333008
	Iteration 75Q: 3 clusters Score -6754616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -6754613.500000 Penalty: 5309.333008
	Iteration 76Q: 3 clusters Score -6754614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -6754619.500000 Penalty: 5309.333008
	Iteration 77Q: 3 clusters Score -6754620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6754612.000000 Penalty: 5309.333008
	Iteration 78Q: 3 clusters Score -6754612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6754612.000000 Penalty: 5309.333008
	Iteration 79F: 3 clusters Score -6754612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Entering Unmasked Estep 
Score: -70276104.000000 Penalty: 80986.914062
Splitting cluster 5 changes total score from -70256944.000000 to -70276104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (6802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Entering Unmasked Estep 
Score: -1019262.000000 Penalty: 2188.593018
	Iteration 0F: 2 clusters Score -1019262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1013565.437500 Penalty: 4377.186035
	Iteration 0F: 3 clusters Score -1013565 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1015209.562500 Penalty: 4377.186035
	Iteration 1F: 3 clusters Score -1015210 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1015469.000000 Penalty: 4377.186035
	Iteration 2F: 3 clusters Score -1015469 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1015639.812500 Penalty: 4377.186035
	Iteration 3F: 3 clusters Score -1015640 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1015764.562500 Penalty: 4377.186035
	Iteration 4Q: 3 clusters Score -1015765 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1015858.875000 Penalty: 4377.186035
	Iteration 5Q: 3 clusters Score -1015859 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1015945.562500 Penalty: 4377.186035
	Iteration 6Q: 3 clusters Score -1015946 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1016017.437500 Penalty: 4377.186035
	Iteration 7Q: 3 clusters Score -1016017 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1016082.375000 Penalty: 4377.186035
	Iteration 8Q: 3 clusters Score -1016082 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1016148.750000 Penalty: 4377.186035
	Iteration 9Q: 3 clusters Score -1016149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1016217.812500 Penalty: 4377.186035
	Iteration 10Q: 3 clusters Score -1016218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1016292.937500 Penalty: 4377.186035
	Iteration 11Q: 3 clusters Score -1016293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1016357.312500 Penalty: 4377.186035
	Iteration 12Q: 3 clusters Score -1016357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1016416.625000 Penalty: 4377.186035
	Iteration 13Q: 3 clusters Score -1016417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1016481.937500 Penalty: 4377.186035
	Iteration 14Q: 3 clusters Score -1016482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1016545.375000 Penalty: 4377.186035
	Iteration 15Q: 3 clusters Score -1016545 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1016595.562500 Penalty: 4377.186035
	Iteration 16Q: 3 clusters Score -1016596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1016646.562500 Penalty: 4377.186035
	Iteration 17Q: 3 clusters Score -1016647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1016692.812500 Penalty: 4377.186035
	Iteration 18Q: 3 clusters Score -1016693 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1016743.812500 Penalty: 4377.186035
	Iteration 19Q: 3 clusters Score -1016744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1016786.562500 Penalty: 4377.186035
	Iteration 20F: 3 clusters Score -1016787 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1016826.312500 Penalty: 4377.186035
	Iteration 21Q: 3 clusters Score -1016826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1016875.125000 Penalty: 4377.186035
	Iteration 22Q: 3 clusters Score -1016875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1016917.812500 Penalty: 4377.186035
	Iteration 23Q: 3 clusters Score -1016918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1016948.250000 Penalty: 4377.186035
	Iteration 24Q: 3 clusters Score -1016948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1016985.625000 Penalty: 4377.186035
	Iteration 25Q: 3 clusters Score -1016986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1017016.812500 Penalty: 4377.186035
	Iteration 26Q: 3 clusters Score -1017017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1017050.000000 Penalty: 4377.186035
	Iteration 27Q: 3 clusters Score -1017050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1017084.000000 Penalty: 4377.186035
	Iteration 28Q: 3 clusters Score -1017084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1017123.562500 Penalty: 4377.186035
	Iteration 29Q: 3 clusters Score -1017124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1017149.687500 Penalty: 4377.186035
	Iteration 30Q: 3 clusters Score -1017150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1017174.000000 Penalty: 4377.186035
	Iteration 31Q: 3 clusters Score -1017174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1017198.625000 Penalty: 4377.186035
	Iteration 32Q: 3 clusters Score -1017199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1017217.187500 Penalty: 4377.186035
	Iteration 33Q: 3 clusters Score -1017217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1017241.687500 Penalty: 4377.186035
	Iteration 34Q: 3 clusters Score -1017242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1017261.062500 Penalty: 4377.186035
	Iteration 35Q: 3 clusters Score -1017261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1017281.937500 Penalty: 4377.186035
	Iteration 36Q: 3 clusters Score -1017282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1017303.187500 Penalty: 4377.186035
	Iteration 37Q: 3 clusters Score -1017303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1017318.062500 Penalty: 4377.186035
	Iteration 38Q: 3 clusters Score -1017318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1017331.062500 Penalty: 4377.186035
	Iteration 39Q: 3 clusters Score -1017331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1017345.812500 Penalty: 4377.186035
	Iteration 40F: 3 clusters Score -1017346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1017361.375000 Penalty: 4377.186035
	Iteration 41Q: 3 clusters Score -1017361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1017376.875000 Penalty: 4377.186035
	Iteration 42Q: 3 clusters Score -1017377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1017396.562500 Penalty: 4377.186035
	Iteration 43Q: 3 clusters Score -1017397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1017417.187500 Penalty: 4377.186035
	Iteration 44Q: 3 clusters Score -1017417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1017437.000000 Penalty: 4377.186035
	Iteration 45Q: 3 clusters Score -1017437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1017458.437500 Penalty: 4377.186035
	Iteration 46Q: 3 clusters Score -1017458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1017479.687500 Penalty: 4377.186035
	Iteration 47Q: 3 clusters Score -1017480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1017496.625000 Penalty: 4377.186035
	Iteration 48Q: 3 clusters Score -1017497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1017518.062500 Penalty: 4377.186035
	Iteration 49Q: 3 clusters Score -1017518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1017551.125000 Penalty: 4377.186035
	Iteration 50Q: 3 clusters Score -1017551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1017569.000000 Penalty: 4377.186035
	Iteration 51Q: 3 clusters Score -1017569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1017581.000000 Penalty: 4377.186035
	Iteration 52Q: 3 clusters Score -1017581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1017602.062500 Penalty: 4377.186035
	Iteration 53Q: 3 clusters Score -1017602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1017618.000000 Penalty: 4377.186035
	Iteration 54Q: 3 clusters Score -1017618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1017634.687500 Penalty: 4377.186035
	Iteration 55Q: 3 clusters Score -1017635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1017645.187500 Penalty: 4377.186035
	Iteration 56Q: 3 clusters Score -1017645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1017661.000000 Penalty: 4377.186035
	Iteration 57Q: 3 clusters Score -1017661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1017674.250000 Penalty: 4377.186035
	Iteration 58Q: 3 clusters Score -1017674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1017687.562500 Penalty: 4377.186035
	Iteration 59Q: 3 clusters Score -1017688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1017697.000000 Penalty: 4377.186035
	Iteration 60F: 3 clusters Score -1017697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1017707.437500 Penalty: 4377.186035
	Iteration 61Q: 3 clusters Score -1017707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1017712.812500 Penalty: 4377.186035
	Iteration 62Q: 3 clusters Score -1017713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1017717.312500 Penalty: 4377.186035
	Iteration 63Q: 3 clusters Score -1017717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1017718.937500 Penalty: 4377.186035
	Iteration 64Q: 3 clusters Score -1017719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1017720.250000 Penalty: 4377.186035
	Iteration 65Q: 3 clusters Score -1017720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1017720.250000 Penalty: 4377.186035
	Iteration 66Q: 3 clusters Score -1017720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1017721.250000 Penalty: 4377.186035
	Iteration 67Q: 3 clusters Score -1017721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1017721.437500 Penalty: 4377.186035
	Iteration 68Q: 3 clusters Score -1017721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1017722.562500 Penalty: 4377.186035
	Iteration 69Q: 3 clusters Score -1017723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1017724.562500 Penalty: 4377.186035
	Iteration 70Q: 3 clusters Score -1017725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1017726.937500 Penalty: 4377.186035
	Iteration 71Q: 3 clusters Score -1017727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1017726.937500 Penalty: 4377.186035
	Iteration 72F: 3 clusters Score -1017727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -184294.468750 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -184294.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182084.546875 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -182084.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182772.843750 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -182772.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183442.656250 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -183442.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -184305.296875 Penalty: 3613.611328
	Iteration 3F: 3 clusters Score -184305.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -184928.593750 Penalty: 3613.611328
	Iteration 4F: 3 clusters Score -184928.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -185623.187500 Penalty: 3613.611328
	Iteration 5F: 3 clusters Score -185623.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -186169.250000 Penalty: 3613.611328
	Iteration 6F: 3 clusters Score -186169.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186581.828125 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -186581.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186838.265625 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -186838.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -186993.562500 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -186993.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -187014.796875 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -187014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187044.109375 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -187044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187053.328125 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -187053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187053.968750 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -187054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187056.765625 Penalty: 3613.611328
	Iteration 14F: 3 clusters Score -187056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187062.203125 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -187062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187062.203125 Penalty: 3613.611328
	Iteration 16F: 3 clusters Score -187062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Entering Unmasked Estep 
Score: -70277392.000000 Penalty: 84226.390625
Splitting cluster 8 changes total score from -70256944.000000 to -70277392.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -140206.734375 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -140206.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138525.609375 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -138525.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -141401.562500 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -141401.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -143779.953125 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -143780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -145456.531250 Penalty: 3544.799072
	Iteration 3F: 3 clusters Score -145456.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -146366.937500 Penalty: 3544.799072
	Iteration 4F: 3 clusters Score -146366.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147029.468750 Penalty: 3544.799072
	Iteration 5F: 3 clusters Score -147029.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147296.250000 Penalty: 3544.799072
	Iteration 6F: 3 clusters Score -147296.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147487.578125 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -147487.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147563.765625 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -147563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -147588.406250 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -147588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147606.406250 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -147606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147608.718750 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -147608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147608.718750 Penalty: 3544.799072
	Iteration 12F: 3 clusters Score -147608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Entering Unmasked Estep 
Score: -70283320.000000 Penalty: 87465.867188
Splitting cluster 9 changes total score from -70256944.000000 to -70283320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -666380.750000 Penalty: 2085.416992
	Iteration 0F: 2 clusters Score -666380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -662144.250000 Penalty: 4170.833984
	Iteration 0F: 3 clusters Score -662144.2 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -663138.562500 Penalty: 4170.833984
	Iteration 1F: 3 clusters Score -663138.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -663370.312500 Penalty: 4170.833984
	Iteration 2F: 3 clusters Score -663370.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -663562.750000 Penalty: 4170.833984
	Iteration 3F: 3 clusters Score -663562.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -663769.437500 Penalty: 4170.833984
	Iteration 4Q: 3 clusters Score -663769.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -664038.875000 Penalty: 4170.833984
	Iteration 5F: 3 clusters Score -664038.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -664386.687500 Penalty: 4170.833984
	Iteration 6F: 3 clusters Score -664386.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -664769.312500 Penalty: 4170.833984
	Iteration 7F: 3 clusters Score -664769.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -665084.250000 Penalty: 4170.833984
	Iteration 8F: 3 clusters Score -665084.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -665344.187500 Penalty: 4170.833984
	Iteration 9F: 3 clusters Score -665344.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -665531.437500 Penalty: 4170.833984
	Iteration 10Q: 3 clusters Score -665531.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -665651.437500 Penalty: 4170.833984
	Iteration 11Q: 3 clusters Score -665651.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -665729.250000 Penalty: 4170.833984
	Iteration 12Q: 3 clusters Score -665729.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -665796.125000 Penalty: 4170.833984
	Iteration 13Q: 3 clusters Score -665796.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -665850.375000 Penalty: 4170.833984
	Iteration 14Q: 3 clusters Score -665850.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -665899.437500 Penalty: 4170.833984
	Iteration 15Q: 3 clusters Score -665899.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -665944.437500 Penalty: 4170.833984
	Iteration 16Q: 3 clusters Score -665944.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -665992.937500 Penalty: 4170.833984
	Iteration 17Q: 3 clusters Score -665992.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -666051.250000 Penalty: 4170.833984
	Iteration 18Q: 3 clusters Score -666051.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -666117.437500 Penalty: 4170.833984
	Iteration 19Q: 3 clusters Score -666117.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -666171.500000 Penalty: 4170.833984
	Iteration 20F: 3 clusters Score -666171.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -666215.812500 Penalty: 4170.833984
	Iteration 21Q: 3 clusters Score -666215.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -666251.125000 Penalty: 4170.833984
	Iteration 22Q: 3 clusters Score -666251.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -666273.875000 Penalty: 4170.833984
	Iteration 23Q: 3 clusters Score -666273.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -666293.062500 Penalty: 4170.833984
	Iteration 24Q: 3 clusters Score -666293.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -666313.187500 Penalty: 4170.833984
	Iteration 25Q: 3 clusters Score -666313.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -666334.687500 Penalty: 4170.833984
	Iteration 26Q: 3 clusters Score -666334.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -666349.562500 Penalty: 4170.833984
	Iteration 27Q: 3 clusters Score -666349.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -666359.937500 Penalty: 4170.833984
	Iteration 28Q: 3 clusters Score -666359.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -666370.250000 Penalty: 4170.833984
	Iteration 29Q: 3 clusters Score -666370.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -666373.937500 Penalty: 4170.833984
	Iteration 30Q: 3 clusters Score -666373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -666376.125000 Penalty: 4170.833984
	Iteration 31Q: 3 clusters Score -666376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -666377.187500 Penalty: 4170.833984
	Iteration 32Q: 3 clusters Score -666377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -666379.125000 Penalty: 4170.833984
	Iteration 33Q: 3 clusters Score -666379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -666380.062500 Penalty: 4170.833984
	Iteration 34Q: 3 clusters Score -666380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -666380.187500 Penalty: 4170.833984
	Iteration 35Q: 3 clusters Score -666380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -666379.937500 Penalty: 4170.833984
	Iteration 36Q: 3 clusters Score -666379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -666380.875000 Penalty: 4170.833984
	Iteration 37Q: 3 clusters Score -666380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -666380.875000 Penalty: 4170.833984
	Iteration 38F: 3 clusters Score -666380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Entering Unmasked Estep 
Score: -70282320.000000 Penalty: 90705.343750
Splitting cluster 10 changes total score from -70256944.000000 to -70282320.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -199662.765625 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -199662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -197509.062500 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -197509.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198238.687500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -198238.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -199100.937500 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -199100.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -200447.093750 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -200447.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -201294.125000 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -201294.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -201550.109375 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -201550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -201595.890625 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -201595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -201614.078125 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -201614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -201663.250000 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -201663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -201682.203125 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -201682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -201739.093750 Penalty: 3633.927002
	Iteration 10F: 3 clusters Score -201739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -201879.718750 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -201879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201904.078125 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -201904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -201906.453125 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -201906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201918.781250 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -201918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201918.781250 Penalty: 3633.927002
	Iteration 15F: 3 clusters Score -201918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Entering Unmasked Estep 
Score: -70283104.000000 Penalty: 93944.820312
Splitting cluster 11 changes total score from -70256944.000000 to -70283104.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (12129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Entering Unmasked Estep 
Score: -1810618.750000 Penalty: 2332.031982
	Iteration 0F: 2 clusters Score -1810619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1801558.875000 Penalty: 4664.063965
	Iteration 0F: 3 clusters Score -1801559 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1804753.500000 Penalty: 4664.063965
	Iteration 1F: 3 clusters Score -1804754 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1806390.250000 Penalty: 4664.063965
	Iteration 2F: 3 clusters Score -1806390 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1808820.750000 Penalty: 4664.063965
	Iteration 3F: 3 clusters Score -1808821 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1810418.875000 Penalty: 4664.063965
	Iteration 4F: 3 clusters Score -1810419 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1811214.375000 Penalty: 4664.063965
	Iteration 5F: 3 clusters Score -1811214 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1811564.000000 Penalty: 4664.063965
	Iteration 6Q: 3 clusters Score -1811564 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1811756.125000 Penalty: 4664.063965
	Iteration 7Q: 3 clusters Score -1811756 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1811878.875000 Penalty: 4664.063965
	Iteration 8Q: 3 clusters Score -1811879 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1811967.875000 Penalty: 4664.063965
	Iteration 9Q: 3 clusters Score -1811968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1812051.500000 Penalty: 4664.063965
	Iteration 10Q: 3 clusters Score -1812052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1812148.125000 Penalty: 4664.063965
	Iteration 11Q: 3 clusters Score -1812148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1812193.000000 Penalty: 4664.063965
	Iteration 12Q: 3 clusters Score -1812193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1812223.875000 Penalty: 4664.063965
	Iteration 13Q: 3 clusters Score -1812224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1812227.375000 Penalty: 4664.063965
	Iteration 14Q: 3 clusters Score -1812227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1812230.500000 Penalty: 4664.063965
	Iteration 15Q: 3 clusters Score -1812230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1812235.875000 Penalty: 4664.063965
	Iteration 16Q: 3 clusters Score -1812236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1812240.500000 Penalty: 4664.063965
	Iteration 17Q: 3 clusters Score -1812240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1812245.000000 Penalty: 4664.063965
	Iteration 18Q: 3 clusters Score -1812245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1812249.250000 Penalty: 4664.063965
	Iteration 19Q: 3 clusters Score -1812249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1812249.750000 Penalty: 4664.063965
	Iteration 20F: 3 clusters Score -1812250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1812247.250000 Penalty: 4664.063965
	Iteration 21Q: 3 clusters Score -1812247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1812246.250000 Penalty: 4664.063965
	Iteration 22Q: 3 clusters Score -1812246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1812246.250000 Penalty: 4664.063965
	Iteration 23F: 3 clusters Score -1812246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
Score: -70283584.000000 Penalty: 97184.296875
Splitting cluster 12 changes total score from -70256944.000000 to -70283584.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -344777.343750 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -344777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342019.187500 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -342019.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342661.875000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -342661.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -342916.218750 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -342916.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -343050.500000 Penalty: 3842.165039
	Iteration 3F: 3 clusters Score -343050.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -343123.906250 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -343123.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -343170.375000 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -343170.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -343205.750000 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -343205.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -343238.187500 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -343238.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -343272.437500 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -343272.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -343297.250000 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -343297.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -343320.531250 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -343320.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -343345.250000 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -343345.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -343366.281250 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -343366.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -343387.187500 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -343387.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343404.562500 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -343404.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -343421.343750 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -343421.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343432.562500 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -343432.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -343443.875000 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -343443.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343453.093750 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -343453.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -343458.843750 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -343458.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -343467.750000 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -343467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -343478.781250 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -343478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -343483.500000 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -343483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -343489.312500 Penalty: 3842.165039
	Iteration 23Q: 3 clusters Score -343489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -343495.843750 Penalty: 3842.165039
	Iteration 24Q: 3 clusters Score -343495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -343498.218750 Penalty: 3842.165039
	Iteration 25Q: 3 clusters Score -343498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -343499.656250 Penalty: 3842.165039
	Iteration 26Q: 3 clusters Score -343499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -343502.250000 Penalty: 3842.165039
	Iteration 27Q: 3 clusters Score -343502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -343505.000000 Penalty: 3842.165039
	Iteration 28Q: 3 clusters Score -343505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343509.375000 Penalty: 3842.165039
	Iteration 29Q: 3 clusters Score -343509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -343513.500000 Penalty: 3842.165039
	Iteration 30Q: 3 clusters Score -343513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -343516.937500 Penalty: 3842.165039
	Iteration 31Q: 3 clusters Score -343516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -343521.437500 Penalty: 3842.165039
	Iteration 32Q: 3 clusters Score -343521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -343527.218750 Penalty: 3842.165039
	Iteration 33Q: 3 clusters Score -343527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -343531.500000 Penalty: 3842.165039
	Iteration 34Q: 3 clusters Score -343531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -343535.468750 Penalty: 3842.165039
	Iteration 35Q: 3 clusters Score -343535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -343538.437500 Penalty: 3842.165039
	Iteration 36Q: 3 clusters Score -343538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -343542.125000 Penalty: 3842.165039
	Iteration 37Q: 3 clusters Score -343542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -343544.656250 Penalty: 3842.165039
	Iteration 38Q: 3 clusters Score -343544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -343546.343750 Penalty: 3842.165039
	Iteration 39Q: 3 clusters Score -343546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -343550.156250 Penalty: 3842.165039
	Iteration 40F: 3 clusters Score -343550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -343552.687500 Penalty: 3842.165039
	Iteration 41Q: 3 clusters Score -343552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -343558.812500 Penalty: 3842.165039
	Iteration 42Q: 3 clusters Score -343558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -343564.562500 Penalty: 3842.165039
	Iteration 43Q: 3 clusters Score -343564.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -343572.625000 Penalty: 3842.165039
	Iteration 44Q: 3 clusters Score -343572.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -343581.156250 Penalty: 3842.165039
	Iteration 45Q: 3 clusters Score -343581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -343584.281250 Penalty: 3842.165039
	Iteration 46Q: 3 clusters Score -343584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -343587.062500 Penalty: 3842.165039
	Iteration 47Q: 3 clusters Score -343587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -343588.156250 Penalty: 3842.165039
	Iteration 48Q: 3 clusters Score -343588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -343588.718750 Penalty: 3842.165039
	Iteration 49Q: 3 clusters Score -343588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -343589.437500 Penalty: 3842.165039
	Iteration 50Q: 3 clusters Score -343589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -343589.437500 Penalty: 3842.165039
	Iteration 51F: 3 clusters Score -343589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Entering Unmasked Estep 
Score: -7347723.000000 Penalty: 2673.279297
	Iteration 0F: 2 clusters Score -7347723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -7315276.500000 Penalty: 5346.558594
	Iteration 0F: 3 clusters Score -7315276 nChanged 22209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -7327521.500000 Penalty: 5346.558594
	Iteration 1F: 3 clusters Score -7327522 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -7328217.000000 Penalty: 5346.558594
	Iteration 2Q: 3 clusters Score -7328217 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7328850.000000 Penalty: 5346.558594
	Iteration 3Q: 3 clusters Score -7328850 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -7329572.500000 Penalty: 5346.558594
	Iteration 4Q: 3 clusters Score -7329572 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -7330358.000000 Penalty: 5346.558594
	Iteration 5Q: 3 clusters Score -7330358 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -7331318.500000 Penalty: 5346.558594
	Iteration 6Q: 3 clusters Score -7331318 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7332348.500000 Penalty: 5346.558594
	Iteration 7Q: 3 clusters Score -7332348 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -7333344.000000 Penalty: 5346.558594
	Iteration 8Q: 3 clusters Score -7333344 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -7334262.500000 Penalty: 5346.558594
	Iteration 9Q: 3 clusters Score -7334262 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -7334987.000000 Penalty: 5346.558594
	Iteration 10Q: 3 clusters Score -7334987 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -7335605.500000 Penalty: 5346.558594
	Iteration 11Q: 3 clusters Score -7335606 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -7336082.000000 Penalty: 5346.558594
	Iteration 12Q: 3 clusters Score -7336082 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -7336485.500000 Penalty: 5346.558594
	Iteration 13Q: 3 clusters Score -7336486 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -7336842.000000 Penalty: 5346.558594
	Iteration 14Q: 3 clusters Score -7336842 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -7337151.000000 Penalty: 5346.558594
	Iteration 15Q: 3 clusters Score -7337151 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -7337397.000000 Penalty: 5346.558594
	Iteration 16Q: 3 clusters Score -7337397 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -7337663.000000 Penalty: 5346.558594
	Iteration 17Q: 3 clusters Score -7337663 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -7338017.500000 Penalty: 5346.558594
	Iteration 18Q: 3 clusters Score -7338018 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7338355.500000 Penalty: 5346.558594
	Iteration 19Q: 3 clusters Score -7338356 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -7338737.500000 Penalty: 5346.558594
	Iteration 20F: 3 clusters Score -7338738 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -7339116.000000 Penalty: 5346.558594
	Iteration 21Q: 3 clusters Score -7339116 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -7339524.000000 Penalty: 5346.558594
	Iteration 22Q: 3 clusters Score -7339524 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7339897.000000 Penalty: 5346.558594
	Iteration 23Q: 3 clusters Score -7339897 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -7340239.000000 Penalty: 5346.558594
	Iteration 24Q: 3 clusters Score -7340239 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -7340543.500000 Penalty: 5346.558594
	Iteration 25Q: 3 clusters Score -7340544 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -7340873.000000 Penalty: 5346.558594
	Iteration 26Q: 3 clusters Score -7340873 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -7341206.500000 Penalty: 5346.558594
	Iteration 27Q: 3 clusters Score -7341206 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -7341477.000000 Penalty: 5346.558594
	Iteration 28Q: 3 clusters Score -7341477 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7341753.000000 Penalty: 5346.558594
	Iteration 29Q: 3 clusters Score -7341753 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7342023.000000 Penalty: 5346.558594
	Iteration 30Q: 3 clusters Score -7342023 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7342273.000000 Penalty: 5346.558594
	Iteration 31Q: 3 clusters Score -7342273 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -7342531.000000 Penalty: 5346.558594
	Iteration 32Q: 3 clusters Score -7342531 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -7342838.500000 Penalty: 5346.558594
	Iteration 33Q: 3 clusters Score -7342838 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7343150.000000 Penalty: 5346.558594
	Iteration 34Q: 3 clusters Score -7343150 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -7343454.000000 Penalty: 5346.558594
	Iteration 35Q: 3 clusters Score -7343454 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -7343711.000000 Penalty: 5346.558594
	Iteration 36Q: 3 clusters Score -7343711 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -7343916.000000 Penalty: 5346.558594
	Iteration 37Q: 3 clusters Score -7343916 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -7344154.000000 Penalty: 5346.558594
	Iteration 38Q: 3 clusters Score -7344154 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -7344390.000000 Penalty: 5346.558594
	Iteration 39Q: 3 clusters Score -7344390 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -7344618.500000 Penalty: 5346.558594
	Iteration 40F: 3 clusters Score -7344618 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -7344787.000000 Penalty: 5346.558594
	Iteration 41Q: 3 clusters Score -7344787 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -7344975.500000 Penalty: 5346.558594
	Iteration 42Q: 3 clusters Score -7344976 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -7345138.000000 Penalty: 5346.558594
	Iteration 43Q: 3 clusters Score -7345138 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -7345311.000000 Penalty: 5346.558594
	Iteration 44Q: 3 clusters Score -7345311 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -7345405.500000 Penalty: 5346.558594
	Iteration 45Q: 3 clusters Score -7345406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -7345447.000000 Penalty: 5346.558594
	Iteration 46Q: 3 clusters Score -7345447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -7345504.000000 Penalty: 5346.558594
	Iteration 47Q: 3 clusters Score -7345504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -7345535.500000 Penalty: 5346.558594
	Iteration 48Q: 3 clusters Score -7345536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7345578.500000 Penalty: 5346.558594
	Iteration 49Q: 3 clusters Score -7345578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -7345606.500000 Penalty: 5346.558594
	Iteration 50Q: 3 clusters Score -7345606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -7345616.000000 Penalty: 5346.558594
	Iteration 51Q: 3 clusters Score -7345616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -7345644.500000 Penalty: 5346.558594
	Iteration 52Q: 3 clusters Score -7345644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -7345662.500000 Penalty: 5346.558594
	Iteration 53Q: 3 clusters Score -7345662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -7345716.000000 Penalty: 5346.558594
	Iteration 54Q: 3 clusters Score -7345716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -7345751.000000 Penalty: 5346.558594
	Iteration 55Q: 3 clusters Score -7345751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -7345767.000000 Penalty: 5346.558594
	Iteration 56Q: 3 clusters Score -7345767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -7345799.500000 Penalty: 5346.558594
	Iteration 57Q: 3 clusters Score -7345800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -7345840.500000 Penalty: 5346.558594
	Iteration 58Q: 3 clusters Score -7345840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -7345861.000000 Penalty: 5346.558594
	Iteration 59Q: 3 clusters Score -7345861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -7345868.500000 Penalty: 5346.558594
	Iteration 60F: 3 clusters Score -7345868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -7345898.000000 Penalty: 5346.558594
	Iteration 61Q: 3 clusters Score -7345898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -7345898.000000 Penalty: 5346.558594
	Iteration 62Q: 3 clusters Score -7345898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -7345907.500000 Penalty: 5346.558594
	Iteration 63Q: 3 clusters Score -7345908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -7345900.500000 Penalty: 5346.558594
	Iteration 64Q: 3 clusters Score -7345900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -7345908.500000 Penalty: 5346.558594
	Iteration 65Q: 3 clusters Score -7345908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -7345910.500000 Penalty: 5346.558594
	Iteration 66Q: 3 clusters Score -7345910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -7345911.000000 Penalty: 5346.558594
	Iteration 67Q: 3 clusters Score -7345911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -7345911.500000 Penalty: 5346.558594
	Iteration 68Q: 3 clusters Score -7345912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -7345917.000000 Penalty: 5346.558594
	Iteration 69Q: 3 clusters Score -7345917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -7345928.000000 Penalty: 5346.558594
	Iteration 70Q: 3 clusters Score -7345928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -7345925.000000 Penalty: 5346.558594
	Iteration 71Q: 3 clusters Score -7345925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -7345931.000000 Penalty: 5346.558594
	Iteration 72Q: 3 clusters Score -7345931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -7345936.000000 Penalty: 5346.558594
	Iteration 73Q: 3 clusters Score -7345936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -7345939.000000 Penalty: 5346.558594
	Iteration 74Q: 3 clusters Score -7345939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -7345933.500000 Penalty: 5346.558594
	Iteration 75Q: 3 clusters Score -7345934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -7345941.000000 Penalty: 5346.558594
	Iteration 76Q: 3 clusters Score -7345941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -7345944.000000 Penalty: 5346.558594
	Iteration 77Q: 3 clusters Score -7345944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -7345956.000000 Penalty: 5346.558594
	Iteration 78Q: 3 clusters Score -7345956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -7345960.000000 Penalty: 5346.558594
	Iteration 79Q: 3 clusters Score -7345960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -7345950.000000 Penalty: 5346.558594
	Iteration 80F: 3 clusters Score -7345950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -7345959.500000 Penalty: 5346.558594
	Iteration 81Q: 3 clusters Score -7345960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -7345959.500000 Penalty: 5346.558594
	Iteration 82Q: 3 clusters Score -7345960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -7345959.500000 Penalty: 5346.558594
	Iteration 83Q: 3 clusters Score -7345960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -7345959.500000 Penalty: 5346.558594
	Iteration 84F: 3 clusters Score -7345960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Entering Unmasked Estep 
Score: -15188871.000000 Penalty: 2852.339355
	Iteration 0F: 2 clusters Score -1.518887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -15123077.000000 Penalty: 5704.678711
	Iteration 0F: 3 clusters Score -1.512308e+07 nChanged 46775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -15151303.000000 Penalty: 5704.678711
	Iteration 1F: 3 clusters Score -1.51513e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -15154154.000000 Penalty: 5704.678711
	Iteration 2F: 3 clusters Score -1.515415e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -15158737.000000 Penalty: 5704.678711
	Iteration 3F: 3 clusters Score -1.515874e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -15164852.000000 Penalty: 5704.678711
	Iteration 4F: 3 clusters Score -1.516485e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -15171253.000000 Penalty: 5704.678711
	Iteration 5F: 3 clusters Score -1.517125e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -15176648.000000 Penalty: 5704.678711
	Iteration 6F: 3 clusters Score -1.517665e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -15180674.000000 Penalty: 5704.678711
	Iteration 7F: 3 clusters Score -1.518067e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -15183642.000000 Penalty: 5704.678711
	Iteration 8Q: 3 clusters Score -1.518364e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -15186139.000000 Penalty: 5704.678711
	Iteration 9Q: 3 clusters Score -1.518614e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -15188372.000000 Penalty: 5704.678711
	Iteration 10Q: 3 clusters Score -1.518837e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -15190313.000000 Penalty: 5704.678711
	Iteration 11Q: 3 clusters Score -1.519031e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -15191652.000000 Penalty: 5704.678711
	Iteration 12Q: 3 clusters Score -1.519165e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -15192483.000000 Penalty: 5704.678711
	Iteration 13Q: 3 clusters Score -1.519248e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -15192906.000000 Penalty: 5704.678711
	Iteration 14Q: 3 clusters Score -1.519291e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -15193219.000000 Penalty: 5704.678711
	Iteration 15Q: 3 clusters Score -1.519322e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -15193488.000000 Penalty: 5704.678711
	Iteration 16Q: 3 clusters Score -1.519349e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -15193624.000000 Penalty: 5704.678711
	Iteration 17Q: 3 clusters Score -1.519362e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -15193723.000000 Penalty: 5704.678711
	Iteration 18Q: 3 clusters Score -1.519372e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -15193807.000000 Penalty: 5704.678711
	Iteration 19Q: 3 clusters Score -1.519381e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -15193857.000000 Penalty: 5704.678711
	Iteration 20F: 3 clusters Score -1.519386e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -15193895.000000 Penalty: 5704.678711
	Iteration 21Q: 3 clusters Score -1.51939e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -15193904.000000 Penalty: 5704.678711
	Iteration 22Q: 3 clusters Score -1.51939e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -15193923.000000 Penalty: 5704.678711
	Iteration 23Q: 3 clusters Score -1.519392e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -15193945.000000 Penalty: 5704.678711
	Iteration 24Q: 3 clusters Score -1.519394e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -15193947.000000 Penalty: 5704.678711
	Iteration 25Q: 3 clusters Score -1.519395e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -15193944.000000 Penalty: 5704.678711
	Iteration 26Q: 3 clusters Score -1.519394e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -15193980.000000 Penalty: 5704.678711
	Iteration 27Q: 3 clusters Score -1.519398e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -15193985.000000 Penalty: 5704.678711
	Iteration 28Q: 3 clusters Score -1.519398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -15193978.000000 Penalty: 5704.678711
	Iteration 29Q: 3 clusters Score -1.519398e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -15193989.000000 Penalty: 5704.678711
	Iteration 30Q: 3 clusters Score -1.519399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -15193998.000000 Penalty: 5704.678711
	Iteration 31Q: 3 clusters Score -1.5194e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -15193978.000000 Penalty: 5704.678711
	Iteration 32Q: 3 clusters Score -1.519398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -15194000.000000 Penalty: 5704.678711
	Iteration 33Q: 3 clusters Score -1.5194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -15194021.000000 Penalty: 5704.678711
	Iteration 34Q: 3 clusters Score -1.519402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 78983 members 
Entering Unmasked Estep 
Score: -15194051.000000 Penalty: 5704.678711
	Iteration 35Q: 3 clusters Score -1.519405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -15194028.000000 Penalty: 5704.678711
	Iteration 36Q: 3 clusters Score -1.519403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -15194012.000000 Penalty: 5704.678711
	Iteration 37Q: 3 clusters Score -1.519401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 79089 members 
Entering Unmasked Estep 
Score: -15194021.000000 Penalty: 5704.678711
	Iteration 38Q: 3 clusters Score -1.519402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -15194043.000000 Penalty: 5704.678711
	Iteration 39Q: 3 clusters Score -1.519404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -15194043.000000 Penalty: 5704.678711
	Iteration 40F: 3 clusters Score -1.519404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -15194048.000000 Penalty: 5704.678711
	Iteration 41Q: 3 clusters Score -1.519405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -15194043.000000 Penalty: 5704.678711
	Iteration 42Q: 3 clusters Score -1.519404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -15194047.000000 Penalty: 5704.678711
	Iteration 43Q: 3 clusters Score -1.519405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -15194042.000000 Penalty: 5704.678711
	Iteration 44Q: 3 clusters Score -1.519404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -15194041.000000 Penalty: 5704.678711
	Iteration 45Q: 3 clusters Score -1.519404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -15194034.000000 Penalty: 5704.678711
	Iteration 46Q: 3 clusters Score -1.519403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -15194038.000000 Penalty: 5704.678711
	Iteration 47Q: 3 clusters Score -1.519404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -15194039.000000 Penalty: 5704.678711
	Iteration 48Q: 3 clusters Score -1.519404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -15194055.000000 Penalty: 5704.678711
	Iteration 49Q: 3 clusters Score -1.519406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -15194060.000000 Penalty: 5704.678711
	Iteration 50Q: 3 clusters Score -1.519406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -15194051.000000 Penalty: 5704.678711
	Iteration 51Q: 3 clusters Score -1.519405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -15194045.000000 Penalty: 5704.678711
	Iteration 52Q: 3 clusters Score -1.519404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -15194042.000000 Penalty: 5704.678711
	Iteration 53Q: 3 clusters Score -1.519404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -15194052.000000 Penalty: 5704.678711
	Iteration 54Q: 3 clusters Score -1.519405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -15194052.000000 Penalty: 5704.678711
	Iteration 55F: 3 clusters Score -1.519405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 79252 members 
Entering Unmasked Estep 
Score: -70288128.000000 Penalty: 100423.773438
Splitting cluster 15 changes total score from -70256944.000000 to -70288128.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (13179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Entering Unmasked Estep 
Score: -1878865.750000 Penalty: 2352.622070
	Iteration 0F: 2 clusters Score -1878866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1869301.875000 Penalty: 4705.244141
	Iteration 0F: 3 clusters Score -1869302 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1872888.750000 Penalty: 4705.244141
	Iteration 1F: 3 clusters Score -1872889 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1875135.250000 Penalty: 4705.244141
	Iteration 2F: 3 clusters Score -1875135 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1878594.125000 Penalty: 4705.244141
	Iteration 3F: 3 clusters Score -1878594 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1881570.875000 Penalty: 4705.244141
	Iteration 4F: 3 clusters Score -1881571 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1882926.125000 Penalty: 4705.244141
	Iteration 5F: 3 clusters Score -1882926 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1883393.750000 Penalty: 4705.244141
	Iteration 6Q: 3 clusters Score -1883394 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1883607.500000 Penalty: 4705.244141
	Iteration 7Q: 3 clusters Score -1883608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1883716.625000 Penalty: 4705.244141
	Iteration 8Q: 3 clusters Score -1883717 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1883781.125000 Penalty: 4705.244141
	Iteration 9Q: 3 clusters Score -1883781 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1883822.000000 Penalty: 4705.244141
	Iteration 10Q: 3 clusters Score -1883822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1883850.125000 Penalty: 4705.244141
	Iteration 11Q: 3 clusters Score -1883850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1883864.500000 Penalty: 4705.244141
	Iteration 12Q: 3 clusters Score -1883864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1883875.000000 Penalty: 4705.244141
	Iteration 13Q: 3 clusters Score -1883875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1883881.125000 Penalty: 4705.244141
	Iteration 14Q: 3 clusters Score -1883881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1883888.500000 Penalty: 4705.244141
	Iteration 15Q: 3 clusters Score -1883888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1883889.125000 Penalty: 4705.244141
	Iteration 16Q: 3 clusters Score -1883889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1883894.375000 Penalty: 4705.244141
	Iteration 17Q: 3 clusters Score -1883894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1883891.625000 Penalty: 4705.244141
	Iteration 18Q: 3 clusters Score -1883892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1883895.250000 Penalty: 4705.244141
	Iteration 19Q: 3 clusters Score -1883895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1883894.750000 Penalty: 4705.244141
	Iteration 20F: 3 clusters Score -1883895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1883894.750000 Penalty: 4705.244141
	Iteration 21Q: 3 clusters Score -1883895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1883894.750000 Penalty: 4705.244141
	Iteration 22F: 3 clusters Score -1883895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 79252 members 
Mstep: Class 32 contains 4072 members 
Entering Unmasked Estep 
Score: -70292216.000000 Penalty: 103663.250000
Splitting cluster 18 changes total score from -70256944.000000 to -70292216.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -456112.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -456112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -452843.062500 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -452843.1 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -454505.875000 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -454505.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -455922.218750 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -455922.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -457111.250000 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -457111.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -457709.812500 Penalty: 4024.556396
	Iteration 4F: 3 clusters Score -457709.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -457922.093750 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -457922.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -458061.093750 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -458061.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -458180.906250 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -458180.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -458294.500000 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -458294.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -458395.718750 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -458395.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -458452.625000 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -458452.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -458481.156250 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -458481.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -458496.687500 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -458496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -458501.343750 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -458501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458504.687500 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -458504.7 nChanged 11
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: -458512.781250 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -458512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -458524.031250 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -458524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -458528.187500 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -458528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -458537.218750 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -458537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -458539.156250 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -458539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -458583.187500 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -458583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -458644.625000 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -458644.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -458675.343750 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -458675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -458679.750000 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -458679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -458683.093750 Penalty: 4024.556396
	Iteration 24Q: 3 clusters Score -458683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458684.343750 Penalty: 4024.556396
	Iteration 25Q: 3 clusters Score -458684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -458684.875000 Penalty: 4024.556396
	Iteration 26Q: 3 clusters Score -458684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -458686.343750 Penalty: 4024.556396
	Iteration 27Q: 3 clusters Score -458686.3 nChanged 4
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: -458688.031250 Penalty: 4024.556396
	Iteration 28Q: 3 clusters Score -458688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -458689.312500 Penalty: 4024.556396
	Iteration 29Q: 3 clusters Score -458689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -458689.312500 Penalty: 4024.556396
	Iteration 30F: 3 clusters Score -458689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 79252 members 
Mstep: Class 32 contains 4072 members 
Mstep: Class 33 contains 2067 members 
Entering Unmasked Estep 
Score: -70293552.000000 Penalty: 106902.726562
Splitting cluster 19 changes total score from -70256944.000000 to -70293552.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -75025.265625 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -75025.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73478.781250 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -73478.78 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73657.250000 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -73657.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73686.296875 Penalty: 3130.620361
	Iteration 2Q: 3 clusters Score -73686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73731.296875 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -73731.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73764.023438 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -73764.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73796.640625 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -73796.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73814.851562 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -73814.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73837.156250 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -73837.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73859.867188 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -73859.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73886.812500 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -73886.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73911.585938 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -73911.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73929.835938 Penalty: 3130.620361
	Iteration 11Q: 3 clusters Score -73929.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73958.742188 Penalty: 3130.620361
	Iteration 12Q: 3 clusters Score -73958.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74000.851562 Penalty: 3130.620361
	Iteration 13Q: 3 clusters Score -74000.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74067.515625 Penalty: 3130.620361
	Iteration 14Q: 3 clusters Score -74067.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74243.398438 Penalty: 3130.620361
	Iteration 15Q: 3 clusters Score -74243.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74450.453125 Penalty: 3130.620361
	Iteration 16F: 3 clusters Score -74450.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74845.429688 Penalty: 3130.620361
	Iteration 17F: 3 clusters Score -74845.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75245.195312 Penalty: 3130.620361
	Iteration 18F: 3 clusters Score -75245.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75980.523438 Penalty: 3130.620361
	Iteration 19Q: 3 clusters Score -75980.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76039.460938 Penalty: 3130.620361
	Iteration 20F: 3 clusters Score -76039.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76058.828125 Penalty: 3130.620361
	Iteration 21Q: 3 clusters Score -76058.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76058.828125 Penalty: 3130.620361
	Iteration 22F: 3 clusters Score -76058.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 79252 members 
Mstep: Class 32 contains 4072 members 
Mstep: Class 33 contains 2067 members 
Mstep: Class 34 contains 280 members 
Entering Unmasked Estep 
Score: -70292888.000000 Penalty: 110142.203125
Splitting cluster 20 changes total score from -70256944.000000 to -70292888.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -323849.843750 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -323849.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -321202.250000 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -321202.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322118.468750 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -322118.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -322610.531250 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -322610.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -322930.000000 Penalty: 3838.073975
	Iteration 3F: 3 clusters Score -322930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -323121.531250 Penalty: 3838.073975
	Iteration 4F: 3 clusters Score -323121.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -323227.250000 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -323227.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -323279.437500 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -323279.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -323322.906250 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -323322.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -323358.906250 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -323358.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -323415.437500 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -323415.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -323467.875000 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -323467.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -323541.093750 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -323541.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -323608.656250 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -323608.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -323679.656250 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -323679.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -323795.906250 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -323795.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -323876.156250 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -323876.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -323945.562500 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -323945.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -324002.343750 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -324002.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -324048.937500 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -324048.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -324069.718750 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -324069.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -324123.531250 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -324123.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -324166.156250 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -324166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -324189.562500 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -324189.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324210.906250 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -324210.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -324227.093750 Penalty: 3838.073975
	Iteration 24Q: 3 clusters Score -324227.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -324235.718750 Penalty: 3838.073975
	Iteration 25Q: 3 clusters Score -324235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -324240.468750 Penalty: 3838.073975
	Iteration 26Q: 3 clusters Score -324240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -324243.156250 Penalty: 3838.073975
	Iteration 27Q: 3 clusters Score -324243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -324245.312500 Penalty: 3838.073975
	Iteration 28Q: 3 clusters Score -324245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -324257.562500 Penalty: 3838.073975
	Iteration 29Q: 3 clusters Score -324257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -324271.656250 Penalty: 3838.073975
	Iteration 30Q: 3 clusters Score -324271.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -324282.281250 Penalty: 3838.073975
	Iteration 31Q: 3 clusters Score -324282.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -324290.468750 Penalty: 3838.073975
	Iteration 32Q: 3 clusters Score -324290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -324295.875000 Penalty: 3838.073975
	Iteration 33Q: 3 clusters Score -324295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -324298.125000 Penalty: 3838.073975
	Iteration 34Q: 3 clusters Score -324298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -324299.312500 Penalty: 3838.073975
	Iteration 35Q: 3 clusters Score -324299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -324301.281250 Penalty: 3838.073975
	Iteration 36Q: 3 clusters Score -324301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -324304.406250 Penalty: 3838.073975
	Iteration 37Q: 3 clusters Score -324304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -324304.656250 Penalty: 3838.073975
	Iteration 38Q: 3 clusters Score -324304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -324304.656250 Penalty: 3838.073975
	Iteration 39F: 3 clusters Score -324304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 79252 members 
Mstep: Class 32 contains 4072 members 
Mstep: Class 33 contains 2067 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 928 members 
Entering Unmasked Estep 
Score: -70291984.000000 Penalty: 113381.679688
Splitting cluster 21 changes total score from -70256944.000000 to -70291984.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -149148.828125 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -149148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147211.343750 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -147211.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -147664.421875 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -147664.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147949.421875 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -147949.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148554.812500 Penalty: 3475.320801
	Iteration 3F: 3 clusters Score -148554.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149701.937500 Penalty: 3475.320801
	Iteration 4F: 3 clusters Score -149701.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -150454.703125 Penalty: 3475.320801
	Iteration 5F: 3 clusters Score -150454.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150803.250000 Penalty: 3475.320801
	Iteration 6F: 3 clusters Score -150803.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151026.656250 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -151026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -151053.078125 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -151053.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151056.062500 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -151056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151056.062500 Penalty: 3475.320801
	Iteration 10F: 3 clusters Score -151056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 37753 members 
Mstep: Class 26 contains 582 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 79252 members 
Mstep: Class 32 contains 4072 members 
Mstep: Class 33 contains 2067 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 928 members 
Mstep: Class 36 contains 726 members 
Entering Unmasked Estep 
Score: -70292296.000000 Penalty: 116621.156250
Splitting cluster 22 changes total score from -70256944.000000 to -70292296.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (45946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Entering Unmasked Estep 
Score: -7050293.000000 Penalty: 2662.334961
	Iteration 0F: 2 clusters Score -7050293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -7019348.500000 Penalty: 5324.669922
	Iteration 0F: 3 clusters Score -7019348 nChanged 21006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -7031277.500000 Penalty: 5324.669922
	Iteration 1F: 3 clusters Score -7031278 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -7032106.000000 Penalty: 5324.669922
	Iteration 2Q: 3 clusters Score -7032106 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -7033012.000000 Penalty: 5324.669922
	Iteration 3Q: 3 clusters Score -7033012 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -7033912.500000 Penalty: 5324.669922
	Iteration 4Q: 3 clusters Score -7033912 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -7034921.000000 Penalty: 5324.669922
	Iteration 5Q: 3 clusters Score -7034921 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -7036033.500000 Penalty: 5324.669922
	Iteration 6Q: 3 clusters Score -7036034 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -7037217.000000 Penalty: 5324.669922
	Iteration 7Q: 3 clusters Score -7037217 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -7038535.000000 Penalty: 5324.669922
	Iteration 8Q: 3 clusters Score -7038535 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -7039854.000000 Penalty: 5324.669922
	Iteration 9Q: 3 clusters Score -7039854 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -7041120.500000 Penalty: 5324.669922
	Iteration 10Q: 3 clusters Score -7041120 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -7042187.000000 Penalty: 5324.669922
	Iteration 11Q: 3 clusters Score -7042187 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -7043256.000000 Penalty: 5324.669922
	Iteration 12Q: 3 clusters Score -7043256 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -7044456.000000 Penalty: 5324.669922
	Iteration 13Q: 3 clusters Score -7044456 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -7045513.500000 Penalty: 5324.669922
	Iteration 14Q: 3 clusters Score -7045514 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -7046272.000000 Penalty: 5324.669922
	Iteration 15Q: 3 clusters Score -7046272 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7046645.500000 Penalty: 5324.669922
	Iteration 16Q: 3 clusters Score -7046646 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7046921.000000 Penalty: 5324.669922
	Iteration 17Q: 3 clusters Score -7046921 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -7047060.500000 Penalty: 5324.669922
	Iteration 18Q: 3 clusters Score -7047060 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -7047147.500000 Penalty: 5324.669922
	Iteration 19Q: 3 clusters Score -7047148 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -7047226.500000 Penalty: 5324.669922
	Iteration 20F: 3 clusters Score -7047226 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -7047292.000000 Penalty: 5324.669922
	Iteration 21Q: 3 clusters Score -7047292 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -7047375.000000 Penalty: 5324.669922
	Iteration 22Q: 3 clusters Score -7047375 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -7047443.500000 Penalty: 5324.669922
	Iteration 23Q: 3 clusters Score -7047444 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7047467.000000 Penalty: 5324.669922
	Iteration 24Q: 3 clusters Score -7047467 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -7047489.000000 Penalty: 5324.669922
	Iteration 25Q: 3 clusters Score -7047489 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7047538.000000 Penalty: 5324.669922
	Iteration 26Q: 3 clusters Score -7047538 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -7047585.500000 Penalty: 5324.669922
	Iteration 27Q: 3 clusters Score -7047586 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7047620.500000 Penalty: 5324.669922
	Iteration 28Q: 3 clusters Score -7047620 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -7047640.500000 Penalty: 5324.669922
	Iteration 29Q: 3 clusters Score -7047640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -7047657.000000 Penalty: 5324.669922
	Iteration 30Q: 3 clusters Score -7047657 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7047665.000000 Penalty: 5324.669922
	Iteration 31Q: 3 clusters Score -7047665 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -7047683.000000 Penalty: 5324.669922
	Iteration 32Q: 3 clusters Score -7047683 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7047687.500000 Penalty: 5324.669922
	Iteration 33Q: 3 clusters Score -7047688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7047697.000000 Penalty: 5324.669922
	Iteration 34Q: 3 clusters Score -7047697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -7047700.000000 Penalty: 5324.669922
	Iteration 35Q: 3 clusters Score -7047700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -7047686.500000 Penalty: 5324.669922
	Iteration 36Q: 3 clusters Score -7047686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -7047701.500000 Penalty: 5324.669922
	Iteration 37Q: 3 clusters Score -7047702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -7047698.000000 Penalty: 5324.669922
	Iteration 38Q: 3 clusters Score -7047698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -7047700.000000 Penalty: 5324.669922
	Iteration 39Q: 3 clusters Score -7047700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -7047704.000000 Penalty: 5324.669922
	Iteration 40F: 3 clusters Score -7047704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7047700.000000 Penalty: 5324.669922
	Iteration 41Q: 3 clusters Score -7047700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -7047719.500000 Penalty: 5324.669922
	Iteration 42Q: 3 clusters Score -7047720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -7047719.500000 Penalty: 5324.669922
	Iteration 43Q: 3 clusters Score -7047720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7047739.500000 Penalty: 5324.669922
	Iteration 44Q: 3 clusters Score -7047740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -7047747.000000 Penalty: 5324.669922
	Iteration 45Q: 3 clusters Score -7047747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -7047744.500000 Penalty: 5324.669922
	Iteration 46Q: 3 clusters Score -7047744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -7047749.000000 Penalty: 5324.669922
	Iteration 47Q: 3 clusters Score -7047749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -7047749.000000 Penalty: 5324.669922
	Iteration 48Q: 3 clusters Score -7047749 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -7047757.500000 Penalty: 5324.669922
	Iteration 49Q: 3 clusters Score -7047758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -7047759.000000 Penalty: 5324.669922
	Iteration 50Q: 3 clusters Score -7047759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -7047775.000000 Penalty: 5324.669922
	Iteration 51Q: 3 clusters Score -7047775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -7047779.000000 Penalty: 5324.669922
	Iteration 52Q: 3 clusters Score -7047779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -7047793.500000 Penalty: 5324.669922
	Iteration 53Q: 3 clusters Score -7047794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -7047802.000000 Penalty: 5324.669922
	Iteration 54Q: 3 clusters Score -7047802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -7047799.500000 Penalty: 5324.669922
	Iteration 55Q: 3 clusters Score -7047800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7047810.000000 Penalty: 5324.669922
	Iteration 56Q: 3 clusters Score -7047810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -7047806.500000 Penalty: 5324.669922
	Iteration 57Q: 3 clusters Score -7047806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -7047808.000000 Penalty: 5324.669922
	Iteration 58Q: 3 clusters Score -7047808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -7047811.500000 Penalty: 5324.669922
	Iteration 59Q: 3 clusters Score -7047812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -7047822.000000 Penalty: 5324.669922
	Iteration 60F: 3 clusters Score -7047822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7047822.500000 Penalty: 5324.669922
	Iteration 61Q: 3 clusters Score -7047822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -7047818.000000 Penalty: 5324.669922
	Iteration 62Q: 3 clusters Score -7047818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -7047815.500000 Penalty: 5324.669922
	Iteration 63Q: 3 clusters Score -7047816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -7047836.000000 Penalty: 5324.669922
	Iteration 64Q: 3 clusters Score -7047836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -7047836.000000 Penalty: 5324.669922
	Iteration 65Q: 3 clusters Score -7047836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -7047852.500000 Penalty: 5324.669922
	Iteration 66Q: 3 clusters Score -7047852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -7047832.500000 Penalty: 5324.669922
	Iteration 67Q: 3 clusters Score -7047832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -7047832.000000 Penalty: 5324.669922
	Iteration 68Q: 3 clusters Score -7047832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -7047822.000000 Penalty: 5324.669922
	Iteration 69Q: 3 clusters Score -7047822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -7047828.000000 Penalty: 5324.669922
	Iteration 70Q: 3 clusters Score -7047828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -7047826.000000 Penalty: 5324.669922
	Iteration 71Q: 3 clusters Score -7047826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -7047836.000000 Penalty: 5324.669922
	Iteration 72Q: 3 clusters Score -7047836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -7047844.500000 Penalty: 5324.669922
	Iteration 73Q: 3 clusters Score -7047844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -7047835.000000 Penalty: 5324.669922
	Iteration 74Q: 3 clusters Score -7047835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -7047834.500000 Penalty: 5324.669922
	Iteration 75Q: 3 clusters Score -7047834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -7047844.000000 Penalty: 5324.669922
	Iteration 76Q: 3 clusters Score -7047844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -7047851.500000 Penalty: 5324.669922
	Iteration 77Q: 3 clusters Score -7047852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -7047836.500000 Penalty: 5324.669922
	Iteration 78Q: 3 clusters Score -7047836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -7047829.500000 Penalty: 5324.669922
	Iteration 79Q: 3 clusters Score -7047830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -7047831.000000 Penalty: 5324.669922
	Iteration 80F: 3 clusters Score -7047831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -7047826.000000 Penalty: 5324.669922
	Iteration 81Q: 3 clusters Score -7047826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -7047846.500000 Penalty: 5324.669922
	Iteration 82Q: 3 clusters Score -7047846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -7047840.000000 Penalty: 5324.669922
	Iteration 83Q: 3 clusters Score -7047840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -7047846.500000 Penalty: 5324.669922
	Iteration 84Q: 3 clusters Score -7047846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -7047841.500000 Penalty: 5324.669922
	Iteration 85Q: 3 clusters Score -7047842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -7047839.500000 Penalty: 5324.669922
	Iteration 86Q: 3 clusters Score -7047840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7047832.000000 Penalty: 5324.669922
	Iteration 87Q: 3 clusters Score -7047832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -7047829.500000 Penalty: 5324.669922
	Iteration 88Q: 3 clusters Score -7047830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -7047831.000000 Penalty: 5324.669922
	Iteration 89Q: 3 clusters Score -7047831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -7047834.500000 Penalty: 5324.669922
	Iteration 90Q: 3 clusters Score -7047834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -7047838.500000 Penalty: 5324.669922
	Iteration 91Q: 3 clusters Score -7047838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -7047833.500000 Penalty: 5324.669922
	Iteration 92Q: 3 clusters Score -7047834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -7047826.500000 Penalty: 5324.669922
	Iteration 93Q: 3 clusters Score -7047826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7047829.500000 Penalty: 5324.669922
	Iteration 94Q: 3 clusters Score -7047830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -7047828.500000 Penalty: 5324.669922
	Iteration 95Q: 3 clusters Score -7047828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -7047828.500000 Penalty: 5324.669922
	Iteration 96Q: 3 clusters Score -7047828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -7047828.000000 Penalty: 5324.669922
	Iteration 97Q: 3 clusters Score -7047828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -7047829.000000 Penalty: 5324.669922
	Iteration 98Q: 3 clusters Score -7047829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -7047834.500000 Penalty: 5324.669922
	Iteration 99Q: 3 clusters Score -7047834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -7047835.500000 Penalty: 5324.669922
	Iteration 100F: 3 clusters Score -7047836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -7047839.500000 Penalty: 5324.669922
	Iteration 101Q: 3 clusters Score -7047840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -7047838.500000 Penalty: 5324.669922
	Iteration 102Q: 3 clusters Score -7047838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -7047836.000000 Penalty: 5324.669922
	Iteration 103Q: 3 clusters Score -7047836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7047842.500000 Penalty: 5324.669922
	Iteration 104Q: 3 clusters Score -7047842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -7047837.000000 Penalty: 5324.669922
	Iteration 105Q: 3 clusters Score -7047837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -7047840.500000 Penalty: 5324.669922
	Iteration 106Q: 3 clusters Score -7047840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -7047844.000000 Penalty: 5324.669922
	Iteration 107Q: 3 clusters Score -7047844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -7047849.500000 Penalty: 5324.669922
	Iteration 108Q: 3 clusters Score -7047850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -7047857.500000 Penalty: 5324.669922
	Iteration 109Q: 3 clusters Score -7047858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -7047847.000000 Penalty: 5324.669922
	Iteration 110Q: 3 clusters Score -7047847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -7047843.500000 Penalty: 5324.669922
	Iteration 111Q: 3 clusters Score -7047844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -7047834.000000 Penalty: 5324.669922
	Iteration 112Q: 3 clusters Score -7047834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -7047842.000000 Penalty: 5324.669922
	Iteration 113Q: 3 clusters Score -7047842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -7047845.500000 Penalty: 5324.669922
	Iteration 114Q: 3 clusters Score -7047846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -7047848.500000 Penalty: 5324.669922
	Iteration 115Q: 3 clusters Score -7047848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7047849.500000 Penalty: 5324.669922
	Iteration 116Q: 3 clusters Score -7047850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -7047855.000000 Penalty: 5324.669922
	Iteration 117Q: 3 clusters Score -7047855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -7047854.000000 Penalty: 5324.669922
	Iteration 118Q: 3 clusters Score -7047854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -7047850.000000 Penalty: 5324.669922
	Iteration 119Q: 3 clusters Score -7047850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -7047856.000000 Penalty: 5324.669922
	Iteration 120F: 3 clusters Score -7047856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -7047861.000000 Penalty: 5324.669922
	Iteration 121Q: 3 clusters Score -7047861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -7047866.000000 Penalty: 5324.669922
	Iteration 122Q: 3 clusters Score -7047866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -7047864.500000 Penalty: 5324.669922
	Iteration 123Q: 3 clusters Score -7047864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -7047860.000000 Penalty: 5324.669922
	Iteration 124Q: 3 clusters Score -7047860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -7047869.500000 Penalty: 5324.669922
	Iteration 125Q: 3 clusters Score -7047870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -7047870.000000 Penalty: 5324.669922
	Iteration 126Q: 3 clusters Score -7047870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -7047861.500000 Penalty: 5324.669922
	Iteration 127Q: 3 clusters Score -7047862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -7047855.000000 Penalty: 5324.669922
	Iteration 128Q: 3 clusters Score -7047855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -7047858.000000 Penalty: 5324.669922
	Iteration 129Q: 3 clusters Score -7047858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -7047854.000000 Penalty: 5324.669922
	Iteration 130Q: 3 clusters Score -7047854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -7047860.500000 Penalty: 5324.669922
	Iteration 131Q: 3 clusters Score -7047860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -7047861.000000 Penalty: 5324.669922
	Iteration 132Q: 3 clusters Score -7047861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -7047859.000000 Penalty: 5324.669922
	Iteration 133Q: 3 clusters Score -7047859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -7047871.500000 Penalty: 5324.669922
	Iteration 134Q: 3 clusters Score -7047872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7047870.500000 Penalty: 5324.669922
	Iteration 135Q: 3 clusters Score -7047870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -7047868.000000 Penalty: 5324.669922
	Iteration 136Q: 3 clusters Score -7047868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -7047861.500000 Penalty: 5324.669922
	Iteration 137Q: 3 clusters Score -7047862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -7047871.500000 Penalty: 5324.669922
	Iteration 138Q: 3 clusters Score -7047872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -7047865.500000 Penalty: 5324.669922
	Iteration 139Q: 3 clusters Score -7047866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -7047873.500000 Penalty: 5324.669922
	Iteration 140F: 3 clusters Score -7047874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -7047874.500000 Penalty: 5324.669922
	Iteration 141Q: 3 clusters Score -7047874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -7047869.500000 Penalty: 5324.669922
	Iteration 142Q: 3 clusters Score -7047870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -7047870.500000 Penalty: 5324.669922
	Iteration 143Q: 3 clusters Score -7047870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7047865.500000 Penalty: 5324.669922
	Iteration 144Q: 3 clusters Score -7047866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -7047870.500000 Penalty: 5324.669922
	Iteration 145Q: 3 clusters Score -7047870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -7047876.000000 Penalty: 5324.669922
	Iteration 146Q: 3 clusters Score -7047876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -7047877.000000 Penalty: 5324.669922
	Iteration 147Q: 3 clusters Score -7047877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -7047874.500000 Penalty: 5324.669922
	Iteration 148Q: 3 clusters Score -7047874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -7047874.500000 Penalty: 5324.669922
	Iteration 149F: 3 clusters Score -7047874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -387805.281250 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -387805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -384796.125000 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -384796.1 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -385704.093750 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -385704.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -386086.062500 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -386086.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -386376.250000 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -386376.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -386639.062500 Penalty: 3922.924561
	Iteration 4F: 3 clusters Score -386639.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -386844.750000 Penalty: 3922.924561
	Iteration 5F: 3 clusters Score -386844.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -386947.281250 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -386947.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -387001.875000 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -387001.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387027.718750 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -387027.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -387046.687500 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -387046.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387062.125000 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -387062.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -387075.625000 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -387075.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -387084.406250 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -387084.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -387087.718750 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -387087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -387089.062500 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -387089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -387091.812500 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -387091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -387095.656250 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -387095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -387100.750000 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -387100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -387107.656250 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -387107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -387113.000000 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -387113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -387120.156250 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -387120.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -387129.593750 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -387129.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -387134.812500 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -387134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -387146.812500 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -387146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -387170.781250 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -387170.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -387190.312500 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -387190.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -387207.218750 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -387207.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -387219.125000 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -387219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -387237.750000 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -387237.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -387258.375000 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -387258.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -387298.781250 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -387298.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -387387.406250 Penalty: 3922.924561
	Iteration 31Q: 3 clusters Score -387387.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -387459.625000 Penalty: 3922.924561
	Iteration 32Q: 3 clusters Score -387459.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -387508.843750 Penalty: 3922.924561
	Iteration 33Q: 3 clusters Score -387508.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -387551.812500 Penalty: 3922.924561
	Iteration 34Q: 3 clusters Score -387551.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -387577.093750 Penalty: 3922.924561
	Iteration 35Q: 3 clusters Score -387577.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -387586.187500 Penalty: 3922.924561
	Iteration 36Q: 3 clusters Score -387586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -387591.000000 Penalty: 3922.924561
	Iteration 37Q: 3 clusters Score -387591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -387593.000000 Penalty: 3922.924561
	Iteration 38Q: 3 clusters Score -387593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -387596.968750 Penalty: 3922.924561
	Iteration 39Q: 3 clusters Score -387597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -387602.468750 Penalty: 3922.924561
	Iteration 40F: 3 clusters Score -387602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -387606.218750 Penalty: 3922.924561
	Iteration 41Q: 3 clusters Score -387606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -387609.468750 Penalty: 3922.924561
	Iteration 42Q: 3 clusters Score -387609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -387610.718750 Penalty: 3922.924561
	Iteration 43Q: 3 clusters Score -387610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -387611.312500 Penalty: 3922.924561
	Iteration 44Q: 3 clusters Score -387611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -387612.718750 Penalty: 3922.924561
	Iteration 45Q: 3 clusters Score -387612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -387614.343750 Penalty: 3922.924561
	Iteration 46Q: 3 clusters Score -387614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -387614.843750 Penalty: 3922.924561
	Iteration 47Q: 3 clusters Score -387614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -387615.593750 Penalty: 3922.924561
	Iteration 48Q: 3 clusters Score -387615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -387616.531250 Penalty: 3922.924561
	Iteration 49Q: 3 clusters Score -387616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -387616.531250 Penalty: 3922.924561
	Iteration 50F: 3 clusters Score -387616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155106 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 20101 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 48019 members 
Mstep: Class 15 contains 19599 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70299304.000000 Penalty: 116621.156250
Iteration 39Q: 37 clusters Score -7.02993e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 156604 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 21027 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 859 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 508 members 
Mstep: Class 12 contains 11051 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 48046 members 
Mstep: Class 15 contains 19505 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 1264 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 45481 members 
Mstep: Class 24 contains 2752 members 
Mstep: Class 25 contains 36882 members 
Mstep: Class 26 contains 680 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 900 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 76718 members 
Mstep: Class 32 contains 4129 members 
Mstep: Class 33 contains 2142 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 1008 members 
Mstep: Class 36 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3054.865723 but Gain 3239.476562
Score: -70310488.000000 Penalty: 113381.679688
Iteration 40F: 36 clusters Score -7.031049e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 156865 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 21772 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 11242 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 47788 members 
Mstep: Class 15 contains 19433 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 1213 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 23 contains 43541 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 36838 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 2481 members 
Mstep: Class 29 contains 840 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 76898 members 
Mstep: Class 32 contains 4808 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 1088 members 
Mstep: Class 36 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70319544.000000 Penalty: 113381.679688
Iteration 41Q: 36 clusters Score -7.031954e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 157409 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 22418 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 47586 members 
Mstep: Class 15 contains 19534 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 1194 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 23 contains 41994 members 
Mstep: Class 24 contains 2826 members 
Mstep: Class 25 contains 36649 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 2473 members 
Mstep: Class 29 contains 797 members 
Mstep: Class 30 contains 1866 members 
Mstep: Class 31 contains 76904 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 573 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70321928.000000 Penalty: 113381.679688
Iteration 42Q: 36 clusters Score -7.032193e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 158028 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 22925 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 11439 members 
Mstep: Class 13 contains 2176 members 
Mstep: Class 14 contains 47448 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 9498 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 23 contains 40656 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 2468 members 
Mstep: Class 29 contains 770 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 76829 members 
Mstep: Class 32 contains 5069 members 
Mstep: Class 33 contains 2486 members 
Mstep: Class 34 contains 625 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322696.000000 Penalty: 113381.679688
Iteration 43Q: 36 clusters Score -7.03227e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 158678 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 23356 members 
Mstep: Class 5 contains 6871 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 732 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 484 members 
Mstep: Class 12 contains 11516 members 
Mstep: Class 13 contains 2161 members 
Mstep: Class 14 contains 47313 members 
Mstep: Class 15 contains 19832 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 9538 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1241 members 
Mstep: Class 23 contains 39507 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 36412 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2461 members 
Mstep: Class 29 contains 738 members 
Mstep: Class 30 contains 1921 members 
Mstep: Class 31 contains 76754 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 2498 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 1102 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323184.000000 Penalty: 113381.679688
Iteration 44Q: 36 clusters Score -7.032318e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 159322 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 23750 members 
Mstep: Class 5 contains 6904 members 
Mstep: Class 6 contains 825 members 
Mstep: Class 7 contains 6992 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 11575 members 
Mstep: Class 13 contains 2156 members 
Mstep: Class 14 contains 47221 members 
Mstep: Class 15 contains 19958 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 23 contains 38460 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 36319 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 2461 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 1947 members 
Mstep: Class 31 contains 76627 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 2500 members 
Mstep: Class 34 contains 665 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323440.000000 Penalty: 113381.679688
Iteration 45Q: 36 clusters Score -7.032344e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 159921 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 24099 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 14 contains 47137 members 
Mstep: Class 15 contains 20063 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 9606 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 23 contains 37552 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 36255 members 
Mstep: Class 26 contains 951 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 1960 members 
Mstep: Class 31 contains 76474 members 
Mstep: Class 32 contains 5156 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 670 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324184.000000 Penalty: 113381.679688
Iteration 46Q: 36 clusters Score -7.032418e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 160592 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 6955 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 11653 members 
Mstep: Class 13 contains 2152 members 
Mstep: Class 14 contains 47071 members 
Mstep: Class 15 contains 20162 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 23 contains 36688 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 36193 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 1972 members 
Mstep: Class 31 contains 76286 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2494 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324640.000000 Penalty: 113381.679688
Iteration 47Q: 36 clusters Score -7.032464e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 161273 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 24598 members 
Mstep: Class 5 contains 6973 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 464 members 
Mstep: Class 12 contains 11673 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 47033 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 23 contains 35939 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 36153 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 2456 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 76007 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 2495 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 1110 members 
Mstep: Class 36 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324992.000000 Penalty: 113381.679688
Iteration 48Q: 36 clusters Score -7.032499e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 161916 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 24821 members 
Mstep: Class 5 contains 6988 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 11686 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46984 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1157 members 
Mstep: Class 23 contains 35250 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 2455 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 75763 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 2494 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 35 contains 1112 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324872.000000 Penalty: 113381.679688
Iteration 49Q: 36 clusters Score -7.032487e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 162519 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25038 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46939 members 
Mstep: Class 15 contains 20415 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 9671 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 23 contains 34618 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 36090 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 75511 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2492 members 
Mstep: Class 34 contains 687 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324608.000000 Penalty: 113381.679688
Iteration 50Q: 36 clusters Score -7.032461e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 163102 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25241 members 
Mstep: Class 5 contains 7016 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 477 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 20447 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 23 contains 34047 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 36083 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 75256 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 2491 members 
Mstep: Class 34 contains 692 members 
Mstep: Class 35 contains 1110 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324688.000000 Penalty: 113381.679688
Iteration 51Q: 36 clusters Score -7.032469e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 163690 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25425 members 
Mstep: Class 5 contains 7026 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 46873 members 
Mstep: Class 15 contains 20478 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 23 contains 33483 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 36078 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 74991 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2490 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324552.000000 Penalty: 113381.679688
Iteration 52Q: 36 clusters Score -7.032455e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 164245 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25582 members 
Mstep: Class 5 contains 7033 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7014 members 
Mstep: Class 8 contains 1200 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 46854 members 
Mstep: Class 15 contains 20492 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 9698 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 23 contains 32973 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 36075 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 74769 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2486 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324488.000000 Penalty: 113381.679688
Iteration 53Q: 36 clusters Score -7.032449e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 164767 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25722 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 20500 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 23 contains 32435 members 
Mstep: Class 24 contains 2876 members 
Mstep: Class 25 contains 36084 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 74602 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 2483 members 
Mstep: Class 34 contains 697 members 
Mstep: Class 35 contains 1109 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324448.000000 Penalty: 113381.679688
Iteration 54Q: 36 clusters Score -7.032445e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 165290 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25842 members 
Mstep: Class 5 contains 7037 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46809 members 
Mstep: Class 15 contains 20519 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 23 contains 31957 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 36084 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 74386 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 2479 members 
Mstep: Class 34 contains 699 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324408.000000 Penalty: 113381.679688
Iteration 55Q: 36 clusters Score -7.032441e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 165796 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 25959 members 
Mstep: Class 5 contains 7045 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46781 members 
Mstep: Class 15 contains 20535 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1123 members 
Mstep: Class 23 contains 31531 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 36073 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 74170 members 
Mstep: Class 32 contains 5200 members 
Mstep: Class 33 contains 2472 members 
Mstep: Class 34 contains 699 members 
Mstep: Class 35 contains 1113 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324184.000000 Penalty: 113381.679688
Iteration 56Q: 36 clusters Score -7.032418e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 166287 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 26085 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 20547 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 23 contains 31114 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 36083 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 73969 members 
Mstep: Class 32 contains 5197 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 700 members 
Mstep: Class 35 contains 1115 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324080.000000 Penalty: 113381.679688
Iteration 57Q: 36 clusters Score -7.032408e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 166799 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 26196 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6995 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 46723 members 
Mstep: Class 15 contains 20554 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 9738 members 
Mstep: Class 19 contains 1185 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 23 contains 30700 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 36081 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 73774 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 2463 members 
Mstep: Class 34 contains 701 members 
Mstep: Class 35 contains 1115 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70323976.000000 Penalty: 113381.679688
Iteration 58Q: 36 clusters Score -7.032398e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 167288 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 26311 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46690 members 
Mstep: Class 15 contains 20561 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 23 contains 30335 members 
Mstep: Class 24 contains 2883 members 
Mstep: Class 25 contains 36069 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 631 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 693 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 73565 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 701 members 
Mstep: Class 35 contains 1119 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324104.000000 Penalty: 113381.679688
Iteration 59Q: 36 clusters Score -7.03241e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 167735 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 26433 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 11746 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 46671 members 
Mstep: Class 15 contains 20566 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 23 contains 29968 members 
Mstep: Class 24 contains 2883 members 
Mstep: Class 25 contains 36062 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 631 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 693 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 73362 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 701 members 
Mstep: Class 35 contains 1119 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70324952.000000 Penalty: 113381.679688
Iteration 60F: 36 clusters Score -7.032495e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 168139 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 26549 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 46649 members 
Mstep: Class 15 contains 20578 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 1189 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 23 contains 29607 members 
Mstep: Class 24 contains 2883 members 
Mstep: Class 25 contains 36053 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 1997 members 
Mstep: Class 31 contains 73184 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1117 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326104.000000 Penalty: 113381.679688
Iteration 61Q: 36 clusters Score -7.03261e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 168586 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 26663 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 46630 members 
Mstep: Class 15 contains 20588 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1109 members 
Mstep: Class 23 contains 29260 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 36046 members 
Mstep: Class 26 contains 1045 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 673 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 72981 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326216.000000 Penalty: 113381.679688
Iteration 62Q: 36 clusters Score -7.032622e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 169020 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 26761 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 46613 members 
Mstep: Class 15 contains 20597 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 1172 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 23 contains 28952 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 36038 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 72769 members 
Mstep: Class 32 contains 5200 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326280.000000 Penalty: 113381.679688
Iteration 63Q: 36 clusters Score -7.032628e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 169405 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 26857 members 
Mstep: Class 5 contains 7080 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46596 members 
Mstep: Class 15 contains 20604 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 23 contains 28635 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 36031 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 72603 members 
Mstep: Class 32 contains 5203 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326224.000000 Penalty: 113381.679688
Iteration 64Q: 36 clusters Score -7.032622e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 169697 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 26962 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46583 members 
Mstep: Class 15 contains 20612 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 1165 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 23 contains 28357 members 
Mstep: Class 24 contains 2883 members 
Mstep: Class 25 contains 36024 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 648 members 
Mstep: Class 30 contains 2019 members 
Mstep: Class 31 contains 72482 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326256.000000 Penalty: 113381.679688
Iteration 65Q: 36 clusters Score -7.032626e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 169994 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27039 members 
Mstep: Class 5 contains 7097 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46575 members 
Mstep: Class 15 contains 20618 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 1986 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 1164 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 23 contains 28121 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 36008 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 72355 members 
Mstep: Class 32 contains 5205 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1109 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326168.000000 Penalty: 113381.679688
Iteration 66Q: 36 clusters Score -7.032617e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 170245 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27132 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11755 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46549 members 
Mstep: Class 15 contains 20629 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 1993 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 23 contains 27894 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 36001 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 72244 members 
Mstep: Class 32 contains 5207 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1109 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326192.000000 Penalty: 113381.679688
Iteration 67Q: 36 clusters Score -7.032619e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 170499 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27200 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 1162 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 23 contains 27684 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 36000 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 633 members 
Mstep: Class 30 contains 2036 members 
Mstep: Class 31 contains 72128 members 
Mstep: Class 32 contains 5209 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326136.000000 Penalty: 113381.679688
Iteration 68Q: 36 clusters Score -7.032614e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 170748 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27253 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46526 members 
Mstep: Class 15 contains 20625 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 23 contains 27501 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 35989 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 2043 members 
Mstep: Class 31 contains 72021 members 
Mstep: Class 32 contains 5203 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325912.000000 Penalty: 113381.679688
Iteration 69Q: 36 clusters Score -7.032591e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 170986 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27310 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 20625 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 23 contains 27298 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 35980 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 71938 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325800.000000 Penalty: 113381.679688
Iteration 70Q: 36 clusters Score -7.03258e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171200 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27369 members 
Mstep: Class 5 contains 7129 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 484 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46503 members 
Mstep: Class 15 contains 20623 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 9770 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 27117 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 35976 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 598 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 614 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 71854 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325816.000000 Penalty: 113381.679688
Iteration 71Q: 36 clusters Score -7.032582e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171380 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27430 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46498 members 
Mstep: Class 15 contains 20626 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 35969 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 598 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 608 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 71754 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325592.000000 Penalty: 113381.679688
Iteration 72Q: 36 clusters Score -7.032559e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171565 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27486 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46491 members 
Mstep: Class 15 contains 20627 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 26837 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 35965 members 
Mstep: Class 26 contains 1070 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 71651 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325648.000000 Penalty: 113381.679688
Iteration 73Q: 36 clusters Score -7.032565e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171732 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27549 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46482 members 
Mstep: Class 15 contains 20625 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 23 contains 26706 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 35966 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 585 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 71562 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325600.000000 Penalty: 113381.679688
Iteration 74Q: 36 clusters Score -7.03256e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171890 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27613 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46477 members 
Mstep: Class 15 contains 20624 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 23 contains 26586 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 35961 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 2102 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5199 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325576.000000 Penalty: 113381.679688
Iteration 75Q: 36 clusters Score -7.032558e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 172039 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27670 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11738 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46476 members 
Mstep: Class 15 contains 20625 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 23 contains 26478 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35962 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 2112 members 
Mstep: Class 31 contains 71386 members 
Mstep: Class 32 contains 5198 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325600.000000 Penalty: 113381.679688
Iteration 76Q: 36 clusters Score -7.03256e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 172157 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27722 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46477 members 
Mstep: Class 15 contains 20627 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 9776 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 23 contains 26379 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35963 members 
Mstep: Class 26 contains 1073 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 561 members 
Mstep: Class 30 contains 2117 members 
Mstep: Class 31 contains 71306 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325472.000000 Penalty: 113381.679688
Iteration 77Q: 36 clusters Score -7.032547e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 172269 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27763 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46478 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 23 contains 26288 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35960 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 559 members 
Mstep: Class 30 contains 2117 members 
Mstep: Class 31 contains 71238 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70325448.000000 Penalty: 113381.679688
Iteration 78Q: 36 clusters Score -7.032545e+07 nChanged 282
Entering ConstructFrom: 
Score: -70325448.000000 Penalty: 113381.679688
Entering ConstructFrom: 
Trying to split cluster 1 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -136187.156250 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -136187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134296.671875 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -134296.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134854.687500 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -134854.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135332.703125 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -135332.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136163.218750 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -136163.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -136953.687500 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -136953.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137559.484375 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -137559.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -137893.984375 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -137894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -137987.328125 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -137987.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -138004.171875 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -138004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -138006.765625 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -138006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -138006.765625 Penalty: 3461.656006
	Iteration 10F: 3 clusters Score -138006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
Score: -70325776.000000 Penalty: 116621.156250
Splitting cluster 1 changes total score from -70325448.000000 to -70325776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (172384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Entering Unmasked Estep 
Score: -26328454.000000 Penalty: 2990.254883
	Iteration 0F: 2 clusters Score -2.632845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -26217676.000000 Penalty: 5980.509766
	Iteration 0F: 3 clusters Score -2.621768e+07 nChanged 82507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -26265264.000000 Penalty: 5980.509766
	Iteration 1F: 3 clusters Score -2.626526e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -26266326.000000 Penalty: 5980.509766
	Iteration 2Q: 3 clusters Score -2.626633e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -26267516.000000 Penalty: 5980.509766
	Iteration 3Q: 3 clusters Score -2.626752e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -26269210.000000 Penalty: 5980.509766
	Iteration 4Q: 3 clusters Score -2.626921e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -26271490.000000 Penalty: 5980.509766
	Iteration 5Q: 3 clusters Score -2.627149e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -26275368.000000 Penalty: 5980.509766
	Iteration 6Q: 3 clusters Score -2.627537e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -26281368.000000 Penalty: 5980.509766
	Iteration 7F: 3 clusters Score -2.628137e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -26290236.000000 Penalty: 5980.509766
	Iteration 8F: 3 clusters Score -2.629024e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -26300110.000000 Penalty: 5980.509766
	Iteration 9F: 3 clusters Score -2.630011e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -26308154.000000 Penalty: 5980.509766
	Iteration 10F: 3 clusters Score -2.630815e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -26313538.000000 Penalty: 5980.509766
	Iteration 11Q: 3 clusters Score -2.631354e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -26316986.000000 Penalty: 5980.509766
	Iteration 12Q: 3 clusters Score -2.631699e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 160869 members 
Entering Unmasked Estep 
Score: -26319570.000000 Penalty: 5980.509766
	Iteration 13Q: 3 clusters Score -2.631957e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -26321672.000000 Penalty: 5980.509766
	Iteration 14Q: 3 clusters Score -2.632167e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 167535 members 
Entering Unmasked Estep 
Score: -26323170.000000 Penalty: 5980.509766
	Iteration 15Q: 3 clusters Score -2.632317e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -26324272.000000 Penalty: 5980.509766
	Iteration 16Q: 3 clusters Score -2.632427e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -26324912.000000 Penalty: 5980.509766
	Iteration 17Q: 3 clusters Score -2.632491e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -26325246.000000 Penalty: 5980.509766
	Iteration 18Q: 3 clusters Score -2.632525e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -26325518.000000 Penalty: 5980.509766
	Iteration 19Q: 3 clusters Score -2.632552e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -26325608.000000 Penalty: 5980.509766
	Iteration 20F: 3 clusters Score -2.632561e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -26325706.000000 Penalty: 5980.509766
	Iteration 21Q: 3 clusters Score -2.632571e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -26325742.000000 Penalty: 5980.509766
	Iteration 22Q: 3 clusters Score -2.632574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -26325796.000000 Penalty: 5980.509766
	Iteration 23Q: 3 clusters Score -2.63258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -26325806.000000 Penalty: 5980.509766
	Iteration 24Q: 3 clusters Score -2.632581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 172002 members 
Entering Unmasked Estep 
Score: -26325812.000000 Penalty: 5980.509766
	Iteration 25Q: 3 clusters Score -2.632581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -26325824.000000 Penalty: 5980.509766
	Iteration 26Q: 3 clusters Score -2.632582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -26325836.000000 Penalty: 5980.509766
	Iteration 27Q: 3 clusters Score -2.632584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -26325822.000000 Penalty: 5980.509766
	Iteration 28Q: 3 clusters Score -2.632582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -26325824.000000 Penalty: 5980.509766
	Iteration 29Q: 3 clusters Score -2.632582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -26325824.000000 Penalty: 5980.509766
	Iteration 30F: 3 clusters Score -2.632582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -40052.605469 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -40052.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38853.257812 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -38853.26 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39605.566406 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -39605.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40105.105469 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -40105.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40638.546875 Penalty: 3121.535889
	Iteration 3F: 3 clusters Score -40638.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41146.574219 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -41146.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41606.324219 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -41606.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -41645.187500 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -41645.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41701.964844 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -41701.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41835.011719 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -41835.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41840.730469 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -41840.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41840.730469 Penalty: 3121.535889
	Iteration 10F: 3 clusters Score -41840.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Entering Unmasked Estep 
Score: -70325928.000000 Penalty: 119860.632812
Splitting cluster 3 changes total score from -70325448.000000 to -70325928.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (27806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Entering Unmasked Estep 
Score: -4194203.750000 Penalty: 2537.785889
	Iteration 0F: 2 clusters Score -4194204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4175024.750000 Penalty: 5075.571777
	Iteration 0F: 3 clusters Score -4175025 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4181965.500000 Penalty: 5075.571777
	Iteration 1F: 3 clusters Score -4181966 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4182532.750000 Penalty: 5075.571777
	Iteration 2F: 3 clusters Score -4182533 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4183129.500000 Penalty: 5075.571777
	Iteration 3Q: 3 clusters Score -4183130 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4183669.500000 Penalty: 5075.571777
	Iteration 4Q: 3 clusters Score -4183670 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4184228.500000 Penalty: 5075.571777
	Iteration 5Q: 3 clusters Score -4184228 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4184790.000000 Penalty: 5075.571777
	Iteration 6Q: 3 clusters Score -4184790 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4185312.750000 Penalty: 5075.571777
	Iteration 7Q: 3 clusters Score -4185313 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4185745.750000 Penalty: 5075.571777
	Iteration 8Q: 3 clusters Score -4185746 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4186154.500000 Penalty: 5075.571777
	Iteration 9Q: 3 clusters Score -4186154 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4186514.750000 Penalty: 5075.571777
	Iteration 10Q: 3 clusters Score -4186515 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4186843.250000 Penalty: 5075.571777
	Iteration 11Q: 3 clusters Score -4186843 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4187144.750000 Penalty: 5075.571777
	Iteration 12Q: 3 clusters Score -4187145 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4187415.750000 Penalty: 5075.571777
	Iteration 13Q: 3 clusters Score -4187416 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4187642.000000 Penalty: 5075.571777
	Iteration 14Q: 3 clusters Score -4187642 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -4187835.500000 Penalty: 5075.571777
	Iteration 15Q: 3 clusters Score -4187836 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -4188010.250000 Penalty: 5075.571777
	Iteration 16Q: 3 clusters Score -4188010 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4188148.000000 Penalty: 5075.571777
	Iteration 17Q: 3 clusters Score -4188148 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4188262.500000 Penalty: 5075.571777
	Iteration 18Q: 3 clusters Score -4188262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -4188348.000000 Penalty: 5075.571777
	Iteration 19Q: 3 clusters Score -4188348 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4188437.500000 Penalty: 5075.571777
	Iteration 20F: 3 clusters Score -4188438 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -4188525.000000 Penalty: 5075.571777
	Iteration 21Q: 3 clusters Score -4188525 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4188612.000000 Penalty: 5075.571777
	Iteration 22Q: 3 clusters Score -4188612 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -4188737.500000 Penalty: 5075.571777
	Iteration 23Q: 3 clusters Score -4188738 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4188855.250000 Penalty: 5075.571777
	Iteration 24Q: 3 clusters Score -4188855 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4188970.500000 Penalty: 5075.571777
	Iteration 25Q: 3 clusters Score -4188970 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4189150.000000 Penalty: 5075.571777
	Iteration 26Q: 3 clusters Score -4189150 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4189434.000000 Penalty: 5075.571777
	Iteration 27Q: 3 clusters Score -4189434 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4189890.750000 Penalty: 5075.571777
	Iteration 28Q: 3 clusters Score -4189891 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4190451.500000 Penalty: 5075.571777
	Iteration 29Q: 3 clusters Score -4190452 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4190891.000000 Penalty: 5075.571777
	Iteration 30Q: 3 clusters Score -4190891 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4191220.750000 Penalty: 5075.571777
	Iteration 31Q: 3 clusters Score -4191221 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4191448.000000 Penalty: 5075.571777
	Iteration 32Q: 3 clusters Score -4191448 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4191618.000000 Penalty: 5075.571777
	Iteration 33Q: 3 clusters Score -4191618 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4191728.750000 Penalty: 5075.571777
	Iteration 34Q: 3 clusters Score -4191729 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4191808.000000 Penalty: 5075.571777
	Iteration 35Q: 3 clusters Score -4191808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4191863.000000 Penalty: 5075.571777
	Iteration 36Q: 3 clusters Score -4191863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4191873.500000 Penalty: 5075.571777
	Iteration 37Q: 3 clusters Score -4191874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4191883.250000 Penalty: 5075.571777
	Iteration 38Q: 3 clusters Score -4191883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4191894.000000 Penalty: 5075.571777
	Iteration 39Q: 3 clusters Score -4191894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4191913.500000 Penalty: 5075.571777
	Iteration 40F: 3 clusters Score -4191914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4191916.000000 Penalty: 5075.571777
	Iteration 41Q: 3 clusters Score -4191916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4191923.000000 Penalty: 5075.571777
	Iteration 42Q: 3 clusters Score -4191923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4191922.250000 Penalty: 5075.571777
	Iteration 43Q: 3 clusters Score -4191922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4191936.750000 Penalty: 5075.571777
	Iteration 44Q: 3 clusters Score -4191937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4191932.750000 Penalty: 5075.571777
	Iteration 45Q: 3 clusters Score -4191933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4191925.250000 Penalty: 5075.571777
	Iteration 46Q: 3 clusters Score -4191925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4191941.750000 Penalty: 5075.571777
	Iteration 47Q: 3 clusters Score -4191942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4191944.750000 Penalty: 5075.571777
	Iteration 48Q: 3 clusters Score -4191945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4191943.000000 Penalty: 5075.571777
	Iteration 49Q: 3 clusters Score -4191943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4191941.500000 Penalty: 5075.571777
	Iteration 50Q: 3 clusters Score -4191942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4191946.750000 Penalty: 5075.571777
	Iteration 51Q: 3 clusters Score -4191947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4191949.250000 Penalty: 5075.571777
	Iteration 52Q: 3 clusters Score -4191949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4191955.750000 Penalty: 5075.571777
	Iteration 53Q: 3 clusters Score -4191956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4191959.000000 Penalty: 5075.571777
	Iteration 54Q: 3 clusters Score -4191959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4191960.000000 Penalty: 5075.571777
	Iteration 55Q: 3 clusters Score -4191960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4191960.750000 Penalty: 5075.571777
	Iteration 56Q: 3 clusters Score -4191961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4191955.000000 Penalty: 5075.571777
	Iteration 57Q: 3 clusters Score -4191955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4191959.500000 Penalty: 5075.571777
	Iteration 58Q: 3 clusters Score -4191960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4191962.250000 Penalty: 5075.571777
	Iteration 59Q: 3 clusters Score -4191962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4191972.250000 Penalty: 5075.571777
	Iteration 60F: 3 clusters Score -4191972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4191971.250000 Penalty: 5075.571777
	Iteration 61Q: 3 clusters Score -4191971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4191976.500000 Penalty: 5075.571777
	Iteration 62Q: 3 clusters Score -4191976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4191983.250000 Penalty: 5075.571777
	Iteration 63Q: 3 clusters Score -4191983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4191980.000000 Penalty: 5075.571777
	Iteration 64Q: 3 clusters Score -4191980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4191986.250000 Penalty: 5075.571777
	Iteration 65Q: 3 clusters Score -4191986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4191985.000000 Penalty: 5075.571777
	Iteration 66Q: 3 clusters Score -4191985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4191995.750000 Penalty: 5075.571777
	Iteration 67Q: 3 clusters Score -4191996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4192000.750000 Penalty: 5075.571777
	Iteration 68Q: 3 clusters Score -4192001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4192005.750000 Penalty: 5075.571777
	Iteration 69Q: 3 clusters Score -4192006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4192001.000000 Penalty: 5075.571777
	Iteration 70Q: 3 clusters Score -4192001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4191998.750000 Penalty: 5075.571777
	Iteration 71Q: 3 clusters Score -4191999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4192003.250000 Penalty: 5075.571777
	Iteration 72Q: 3 clusters Score -4192003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4191996.000000 Penalty: 5075.571777
	Iteration 73Q: 3 clusters Score -4191996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4192000.750000 Penalty: 5075.571777
	Iteration 74Q: 3 clusters Score -4192001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4192004.750000 Penalty: 5075.571777
	Iteration 75Q: 3 clusters Score -4192005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4192003.500000 Penalty: 5075.571777
	Iteration 76Q: 3 clusters Score -4192004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4192008.000000 Penalty: 5075.571777
	Iteration 77Q: 3 clusters Score -4192008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4192008.000000 Penalty: 5075.571777
	Iteration 78F: 3 clusters Score -4192008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -1088256.125000 Penalty: 2200.168213
	Iteration 0F: 2 clusters Score -1088256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1082376.000000 Penalty: 4400.336426
	Iteration 0F: 3 clusters Score -1082376 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1083879.375000 Penalty: 4400.336426
	Iteration 1F: 3 clusters Score -1083879 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1084144.500000 Penalty: 4400.336426
	Iteration 2F: 3 clusters Score -1084144 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1084367.500000 Penalty: 4400.336426
	Iteration 3F: 3 clusters Score -1084368 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1084588.375000 Penalty: 4400.336426
	Iteration 4Q: 3 clusters Score -1084588 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1084841.625000 Penalty: 4400.336426
	Iteration 5Q: 3 clusters Score -1084842 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1085114.125000 Penalty: 4400.336426
	Iteration 6Q: 3 clusters Score -1085114 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1085330.125000 Penalty: 4400.336426
	Iteration 7Q: 3 clusters Score -1085330 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1085533.875000 Penalty: 4400.336426
	Iteration 8Q: 3 clusters Score -1085534 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1085745.500000 Penalty: 4400.336426
	Iteration 9Q: 3 clusters Score -1085746 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1085967.125000 Penalty: 4400.336426
	Iteration 10Q: 3 clusters Score -1085967 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1086177.625000 Penalty: 4400.336426
	Iteration 11Q: 3 clusters Score -1086178 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1086365.625000 Penalty: 4400.336426
	Iteration 12Q: 3 clusters Score -1086366 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1086547.625000 Penalty: 4400.336426
	Iteration 13Q: 3 clusters Score -1086548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1086700.500000 Penalty: 4400.336426
	Iteration 14Q: 3 clusters Score -1086700 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1086849.625000 Penalty: 4400.336426
	Iteration 15Q: 3 clusters Score -1086850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1086939.375000 Penalty: 4400.336426
	Iteration 16Q: 3 clusters Score -1086939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1087016.250000 Penalty: 4400.336426
	Iteration 17Q: 3 clusters Score -1087016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1087063.000000 Penalty: 4400.336426
	Iteration 18Q: 3 clusters Score -1087063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1087091.125000 Penalty: 4400.336426
	Iteration 19Q: 3 clusters Score -1087091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1087111.125000 Penalty: 4400.336426
	Iteration 20F: 3 clusters Score -1087111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1087128.875000 Penalty: 4400.336426
	Iteration 21Q: 3 clusters Score -1087129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1087144.250000 Penalty: 4400.336426
	Iteration 22Q: 3 clusters Score -1087144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1087158.500000 Penalty: 4400.336426
	Iteration 23Q: 3 clusters Score -1087158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1087172.000000 Penalty: 4400.336426
	Iteration 24Q: 3 clusters Score -1087172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1087183.500000 Penalty: 4400.336426
	Iteration 25Q: 3 clusters Score -1087184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1087190.750000 Penalty: 4400.336426
	Iteration 26Q: 3 clusters Score -1087191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1087197.500000 Penalty: 4400.336426
	Iteration 27Q: 3 clusters Score -1087198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1087206.375000 Penalty: 4400.336426
	Iteration 28Q: 3 clusters Score -1087206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1087213.500000 Penalty: 4400.336426
	Iteration 29Q: 3 clusters Score -1087214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1087223.000000 Penalty: 4400.336426
	Iteration 30Q: 3 clusters Score -1087223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1087236.125000 Penalty: 4400.336426
	Iteration 31Q: 3 clusters Score -1087236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1087250.000000 Penalty: 4400.336426
	Iteration 32Q: 3 clusters Score -1087250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1087265.375000 Penalty: 4400.336426
	Iteration 33Q: 3 clusters Score -1087265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1087274.500000 Penalty: 4400.336426
	Iteration 34Q: 3 clusters Score -1087274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1087284.125000 Penalty: 4400.336426
	Iteration 35Q: 3 clusters Score -1087284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1087291.000000 Penalty: 4400.336426
	Iteration 36Q: 3 clusters Score -1087291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1087298.375000 Penalty: 4400.336426
	Iteration 37Q: 3 clusters Score -1087298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1087305.250000 Penalty: 4400.336426
	Iteration 38Q: 3 clusters Score -1087305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1087311.500000 Penalty: 4400.336426
	Iteration 39Q: 3 clusters Score -1087312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1087315.000000 Penalty: 4400.336426
	Iteration 40F: 3 clusters Score -1087315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1087321.750000 Penalty: 4400.336426
	Iteration 41Q: 3 clusters Score -1087322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1087328.875000 Penalty: 4400.336426
	Iteration 42Q: 3 clusters Score -1087329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1087336.750000 Penalty: 4400.336426
	Iteration 43Q: 3 clusters Score -1087337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1087340.875000 Penalty: 4400.336426
	Iteration 44Q: 3 clusters Score -1087341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1087343.375000 Penalty: 4400.336426
	Iteration 45Q: 3 clusters Score -1087343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1087348.500000 Penalty: 4400.336426
	Iteration 46Q: 3 clusters Score -1087348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1087355.500000 Penalty: 4400.336426
	Iteration 47Q: 3 clusters Score -1087356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1087362.500000 Penalty: 4400.336426
	Iteration 48Q: 3 clusters Score -1087362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1087368.375000 Penalty: 4400.336426
	Iteration 49Q: 3 clusters Score -1087368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1087370.750000 Penalty: 4400.336426
	Iteration 50Q: 3 clusters Score -1087371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1087377.250000 Penalty: 4400.336426
	Iteration 51Q: 3 clusters Score -1087377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1087380.375000 Penalty: 4400.336426
	Iteration 52Q: 3 clusters Score -1087380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1087381.250000 Penalty: 4400.336426
	Iteration 53Q: 3 clusters Score -1087381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1087380.750000 Penalty: 4400.336426
	Iteration 54Q: 3 clusters Score -1087381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1087380.750000 Penalty: 4400.336426
	Iteration 55F: 3 clusters Score -1087381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -96019.601562 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -96019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94407.328125 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -94407.33 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95135.914062 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -95135.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95668.437500 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -95668.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95975.914062 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -95975.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96305.679688 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -96305.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96661.875000 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -96661.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97199.765625 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -97199.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97671.968750 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -97671.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97724.273438 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -97724.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97735.179688 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -97735.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97735.179688 Penalty: 3329.023193
	Iteration 10F: 3 clusters Score -97735.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Entering Unmasked Estep 
Score: -70326128.000000 Penalty: 123100.109375
Splitting cluster 6 changes total score from -70325448.000000 to -70326128.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -1055134.250000 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -1055134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1049424.500000 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -1049424 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1050902.875000 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -1050903 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1051197.500000 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -1051198 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1051468.125000 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -1051468 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1051757.875000 Penalty: 4392.974121
	Iteration 4F: 3 clusters Score -1051758 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1052091.625000 Penalty: 4392.974121
	Iteration 5F: 3 clusters Score -1052092 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1052457.625000 Penalty: 4392.974121
	Iteration 6F: 3 clusters Score -1052458 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1052897.625000 Penalty: 4392.974121
	Iteration 7F: 3 clusters Score -1052898 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1053376.000000 Penalty: 4392.974121
	Iteration 8F: 3 clusters Score -1053376 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1053754.375000 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -1053754 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1054117.875000 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -1054118 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1054482.500000 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -1054482 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1054888.750000 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -1054889 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1055265.500000 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -1055266 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1055546.250000 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -1055546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1055657.750000 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -1055658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1055698.750000 Penalty: 4392.974121
	Iteration 16Q: 3 clusters Score -1055699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1055719.500000 Penalty: 4392.974121
	Iteration 17Q: 3 clusters Score -1055720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1055723.250000 Penalty: 4392.974121
	Iteration 18Q: 3 clusters Score -1055723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1055725.375000 Penalty: 4392.974121
	Iteration 19Q: 3 clusters Score -1055725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1055730.500000 Penalty: 4392.974121
	Iteration 20F: 3 clusters Score -1055730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1055732.125000 Penalty: 4392.974121
	Iteration 21Q: 3 clusters Score -1055732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1055733.250000 Penalty: 4392.974121
	Iteration 22Q: 3 clusters Score -1055733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1055733.375000 Penalty: 4392.974121
	Iteration 23Q: 3 clusters Score -1055733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1055732.750000 Penalty: 4392.974121
	Iteration 24Q: 3 clusters Score -1055733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1055736.375000 Penalty: 4392.974121
	Iteration 25Q: 3 clusters Score -1055736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1055733.500000 Penalty: 4392.974121
	Iteration 26Q: 3 clusters Score -1055734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1055732.375000 Penalty: 4392.974121
	Iteration 27Q: 3 clusters Score -1055732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1055732.375000 Penalty: 4392.974121
	Iteration 28F: 3 clusters Score -1055732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 3925 members 
Entering Unmasked Estep 
Score: -70325792.000000 Penalty: 126339.585938
Splitting cluster 7 changes total score from -70325448.000000 to -70325792.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -155667.000000 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -155667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153633.031250 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -153633 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154055.593750 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -154055.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154208.296875 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -154208.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154342.234375 Penalty: 3523.247803
	Iteration 3F: 3 clusters Score -154342.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154522.984375 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -154523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154779.437500 Penalty: 3523.247803
	Iteration 5F: 3 clusters Score -154779.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155099.796875 Penalty: 3523.247803
	Iteration 6F: 3 clusters Score -155099.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155385.281250 Penalty: 3523.247803
	Iteration 7F: 3 clusters Score -155385.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155601.343750 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -155601.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -155852.234375 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -155852.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155932.343750 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -155932.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155949.281250 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -155949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155963.171875 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -155963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155976.734375 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -155976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155979.890625 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -155979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155981.531250 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -155981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -155982.390625 Penalty: 3523.247803
	Iteration 16Q: 3 clusters Score -155982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155982.921875 Penalty: 3523.247803
	Iteration 17Q: 3 clusters Score -155982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155982.921875 Penalty: 3523.247803
	Iteration 18F: 3 clusters Score -155982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 652 members 
Entering Unmasked Estep 
Score: -70324688.000000 Penalty: 129579.062500
Splitting cluster 8 changes total score from -70325448.000000 to -70324688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -92830.117188 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -92830.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91496.742188 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -91496.74 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92085.218750 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -92085.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92268.320312 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -92268.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92391.195312 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -92391.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92566.257812 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -92566.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92882.617188 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -92882.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93126.468750 Penalty: 3284.217285
	Iteration 6F: 3 clusters Score -93126.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93324.421875 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -93324.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93413.390625 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -93413.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93485.640625 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -93485.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93519.882812 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -93519.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93544.062500 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -93544.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93555.304688 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -93555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93559.414062 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -93559.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93566.289062 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -93566.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93581.687500 Penalty: 3284.217285
	Iteration 15F: 3 clusters Score -93581.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93603.421875 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -93603.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93627.625000 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -93627.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93635.625000 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -93635.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93635.625000 Penalty: 3284.217285
	Iteration 19F: 3 clusters Score -93635.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 489 members 
Entering Unmasked Estep 
Score: -70325024.000000 Penalty: 129579.062500
Splitting cluster 9 changes total score from -70325448.000000 to -70325024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -302387.968750 Penalty: 1888.716187
	Iteration 0F: 2 clusters Score -302388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -299715.812500 Penalty: 3777.432373
	Iteration 0F: 3 clusters Score -299715.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -300209.437500 Penalty: 3777.432373
	Iteration 1F: 3 clusters Score -300209.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -300360.093750 Penalty: 3777.432373
	Iteration 2F: 3 clusters Score -300360.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -300438.062500 Penalty: 3777.432373
	Iteration 3Q: 3 clusters Score -300438.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -300495.812500 Penalty: 3777.432373
	Iteration 4Q: 3 clusters Score -300495.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -300541.031250 Penalty: 3777.432373
	Iteration 5Q: 3 clusters Score -300541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -300578.093750 Penalty: 3777.432373
	Iteration 6Q: 3 clusters Score -300578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -300594.531250 Penalty: 3777.432373
	Iteration 7Q: 3 clusters Score -300594.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -300607.218750 Penalty: 3777.432373
	Iteration 8Q: 3 clusters Score -300607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -300617.156250 Penalty: 3777.432373
	Iteration 9Q: 3 clusters Score -300617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -300630.468750 Penalty: 3777.432373
	Iteration 10Q: 3 clusters Score -300630.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -300642.031250 Penalty: 3777.432373
	Iteration 11Q: 3 clusters Score -300642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -300648.812500 Penalty: 3777.432373
	Iteration 12Q: 3 clusters Score -300648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -300653.000000 Penalty: 3777.432373
	Iteration 13Q: 3 clusters Score -300653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -300656.187500 Penalty: 3777.432373
	Iteration 14Q: 3 clusters Score -300656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -300657.437500 Penalty: 3777.432373
	Iteration 15Q: 3 clusters Score -300657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -300658.218750 Penalty: 3777.432373
	Iteration 16Q: 3 clusters Score -300658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -300658.218750 Penalty: 3777.432373
	Iteration 17F: 3 clusters Score -300658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -61339.339844 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -61339.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60024.894531 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -60024.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60244.957031 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -60244.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60319.613281 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -60319.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60383.625000 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -60383.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60416.378906 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -60416.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60430.750000 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -60430.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60453.417969 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -60453.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60517.835938 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -60517.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60552.210938 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -60552.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60581.460938 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -60581.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -60591.707031 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -60591.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -60598.746094 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -60598.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60599.714844 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -60599.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60601.578125 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -60601.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -60602.289062 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -60602.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60604.304688 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -60604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60606.546875 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -60606.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60606.546875 Penalty: 3064.260254
	Iteration 17F: 3 clusters Score -60606.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -1768211.750000 Penalty: 2323.947754
	Iteration 0F: 2 clusters Score -1768212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1759504.250000 Penalty: 4647.895508
	Iteration 0F: 3 clusters Score -1759504 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1762011.500000 Penalty: 4647.895508
	Iteration 1F: 3 clusters Score -1762012 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1762270.625000 Penalty: 4647.895508
	Iteration 2F: 3 clusters Score -1762271 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1762451.375000 Penalty: 4647.895508
	Iteration 3Q: 3 clusters Score -1762451 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1762592.500000 Penalty: 4647.895508
	Iteration 4Q: 3 clusters Score -1762592 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1762722.500000 Penalty: 4647.895508
	Iteration 5Q: 3 clusters Score -1762722 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1762869.375000 Penalty: 4647.895508
	Iteration 6Q: 3 clusters Score -1762869 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1763026.000000 Penalty: 4647.895508
	Iteration 7Q: 3 clusters Score -1763026 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1763220.750000 Penalty: 4647.895508
	Iteration 8Q: 3 clusters Score -1763221 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1763453.500000 Penalty: 4647.895508
	Iteration 9Q: 3 clusters Score -1763454 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1763798.875000 Penalty: 4647.895508
	Iteration 10Q: 3 clusters Score -1763799 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1764246.625000 Penalty: 4647.895508
	Iteration 11F: 3 clusters Score -1764247 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1764809.500000 Penalty: 4647.895508
	Iteration 12F: 3 clusters Score -1764810 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1765283.000000 Penalty: 4647.895508
	Iteration 13Q: 3 clusters Score -1765283 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1765623.125000 Penalty: 4647.895508
	Iteration 14Q: 3 clusters Score -1765623 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1765821.625000 Penalty: 4647.895508
	Iteration 15Q: 3 clusters Score -1765822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1765957.250000 Penalty: 4647.895508
	Iteration 16Q: 3 clusters Score -1765957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1766042.500000 Penalty: 4647.895508
	Iteration 17Q: 3 clusters Score -1766042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1766099.875000 Penalty: 4647.895508
	Iteration 18Q: 3 clusters Score -1766100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1766129.625000 Penalty: 4647.895508
	Iteration 19Q: 3 clusters Score -1766130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1766149.750000 Penalty: 4647.895508
	Iteration 20F: 3 clusters Score -1766150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1766170.625000 Penalty: 4647.895508
	Iteration 21Q: 3 clusters Score -1766171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1766177.125000 Penalty: 4647.895508
	Iteration 22Q: 3 clusters Score -1766177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1766183.250000 Penalty: 4647.895508
	Iteration 23Q: 3 clusters Score -1766183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1766194.375000 Penalty: 4647.895508
	Iteration 24Q: 3 clusters Score -1766194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1766202.500000 Penalty: 4647.895508
	Iteration 25Q: 3 clusters Score -1766202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1766212.875000 Penalty: 4647.895508
	Iteration 26Q: 3 clusters Score -1766213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1766215.250000 Penalty: 4647.895508
	Iteration 27Q: 3 clusters Score -1766215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1766218.375000 Penalty: 4647.895508
	Iteration 28Q: 3 clusters Score -1766218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1766218.375000 Penalty: 4647.895508
	Iteration 29F: 3 clusters Score -1766218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -319400.375000 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -319400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -316662.187500 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -316662.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -317161.031250 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -317161 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -317320.937500 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -317320.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -317487.656250 Penalty: 3804.069580
	Iteration 3F: 3 clusters Score -317487.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -317623.062500 Penalty: 3804.069580
	Iteration 4F: 3 clusters Score -317623.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -317737.750000 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -317737.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -317853.750000 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -317853.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -317930.781250 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -317930.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -317978.875000 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -317978.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -318005.093750 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -318005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -318026.437500 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -318026.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -318045.281250 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -318045.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -318060.218750 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -318060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -318071.750000 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -318071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -318078.843750 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -318078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -318083.406250 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -318083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -318090.125000 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -318090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -318096.375000 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -318096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -318103.062500 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -318103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -318109.250000 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -318109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -318116.281250 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -318116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -318120.812500 Penalty: 3804.069580
	Iteration 21Q: 3 clusters Score -318120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -318122.906250 Penalty: 3804.069580
	Iteration 22Q: 3 clusters Score -318122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -318124.187500 Penalty: 3804.069580
	Iteration 23Q: 3 clusters Score -318124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -318125.593750 Penalty: 3804.069580
	Iteration 24Q: 3 clusters Score -318125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -318127.718750 Penalty: 3804.069580
	Iteration 25Q: 3 clusters Score -318127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -318130.031250 Penalty: 3804.069580
	Iteration 26Q: 3 clusters Score -318130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -318134.093750 Penalty: 3804.069580
	Iteration 27Q: 3 clusters Score -318134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -318137.312500 Penalty: 3804.069580
	Iteration 28Q: 3 clusters Score -318137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -318139.625000 Penalty: 3804.069580
	Iteration 29Q: 3 clusters Score -318139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -318141.000000 Penalty: 3804.069580
	Iteration 30Q: 3 clusters Score -318141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -318143.875000 Penalty: 3804.069580
	Iteration 31Q: 3 clusters Score -318143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -318145.000000 Penalty: 3804.069580
	Iteration 32Q: 3 clusters Score -318145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -318145.093750 Penalty: 3804.069580
	Iteration 33Q: 3 clusters Score -318145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -318145.093750 Penalty: 3804.069580
	Iteration 34F: 3 clusters Score -318145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Entering Unmasked Estep 
Score: -7115932.000000 Penalty: 2665.147461
	Iteration 0F: 2 clusters Score -7115932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -7084722.000000 Penalty: 5330.294922
	Iteration 0F: 3 clusters Score -7084722 nChanged 21178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -7096322.000000 Penalty: 5330.294922
	Iteration 1F: 3 clusters Score -7096322 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7096807.000000 Penalty: 5330.294922
	Iteration 2Q: 3 clusters Score -7096807 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -7097292.500000 Penalty: 5330.294922
	Iteration 3Q: 3 clusters Score -7097292 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -7097759.500000 Penalty: 5330.294922
	Iteration 4Q: 3 clusters Score -7097760 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7098280.000000 Penalty: 5330.294922
	Iteration 5Q: 3 clusters Score -7098280 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7098975.000000 Penalty: 5330.294922
	Iteration 6Q: 3 clusters Score -7098975 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -7099746.500000 Penalty: 5330.294922
	Iteration 7Q: 3 clusters Score -7099746 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -7100811.000000 Penalty: 5330.294922
	Iteration 8Q: 3 clusters Score -7100811 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -7102140.500000 Penalty: 5330.294922
	Iteration 9F: 3 clusters Score -7102140 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -7103870.500000 Penalty: 5330.294922
	Iteration 10F: 3 clusters Score -7103870 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -7105783.500000 Penalty: 5330.294922
	Iteration 11F: 3 clusters Score -7105784 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -7107770.000000 Penalty: 5330.294922
	Iteration 12F: 3 clusters Score -7107770 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -7109555.500000 Penalty: 5330.294922
	Iteration 13Q: 3 clusters Score -7109556 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7110938.500000 Penalty: 5330.294922
	Iteration 14Q: 3 clusters Score -7110938 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7111900.000000 Penalty: 5330.294922
	Iteration 15Q: 3 clusters Score -7111900 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7112495.000000 Penalty: 5330.294922
	Iteration 16Q: 3 clusters Score -7112495 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7112909.500000 Penalty: 5330.294922
	Iteration 17Q: 3 clusters Score -7112910 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7113165.000000 Penalty: 5330.294922
	Iteration 18Q: 3 clusters Score -7113165 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7113331.000000 Penalty: 5330.294922
	Iteration 19Q: 3 clusters Score -7113331 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7113461.000000 Penalty: 5330.294922
	Iteration 20F: 3 clusters Score -7113461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7113517.000000 Penalty: 5330.294922
	Iteration 21Q: 3 clusters Score -7113517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7113562.000000 Penalty: 5330.294922
	Iteration 22Q: 3 clusters Score -7113562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7113601.000000 Penalty: 5330.294922
	Iteration 23Q: 3 clusters Score -7113601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7113611.000000 Penalty: 5330.294922
	Iteration 24Q: 3 clusters Score -7113611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7113630.500000 Penalty: 5330.294922
	Iteration 25Q: 3 clusters Score -7113630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7113649.000000 Penalty: 5330.294922
	Iteration 26Q: 3 clusters Score -7113649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7113659.000000 Penalty: 5330.294922
	Iteration 27Q: 3 clusters Score -7113659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7113668.500000 Penalty: 5330.294922
	Iteration 28Q: 3 clusters Score -7113668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7113683.000000 Penalty: 5330.294922
	Iteration 29Q: 3 clusters Score -7113683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7113694.500000 Penalty: 5330.294922
	Iteration 30Q: 3 clusters Score -7113694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7113698.000000 Penalty: 5330.294922
	Iteration 31Q: 3 clusters Score -7113698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7113699.000000 Penalty: 5330.294922
	Iteration 32Q: 3 clusters Score -7113699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7113704.500000 Penalty: 5330.294922
	Iteration 33Q: 3 clusters Score -7113704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7113703.000000 Penalty: 5330.294922
	Iteration 34Q: 3 clusters Score -7113703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7113701.000000 Penalty: 5330.294922
	Iteration 35Q: 3 clusters Score -7113701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7113701.000000 Penalty: 5330.294922
	Iteration 36F: 3 clusters Score -7113701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Entering Unmasked Estep 
Score: -3208208.250000 Penalty: 2463.768555
	Iteration 0F: 2 clusters Score -3208208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3193779.500000 Penalty: 4927.537109
	Iteration 0F: 3 clusters Score -3193780 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3198661.000000 Penalty: 4927.537109
	Iteration 1F: 3 clusters Score -3198661 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3199091.000000 Penalty: 4927.537109
	Iteration 2F: 3 clusters Score -3199091 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3199478.250000 Penalty: 4927.537109
	Iteration 3Q: 3 clusters Score -3199478 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3199825.750000 Penalty: 4927.537109
	Iteration 4Q: 3 clusters Score -3199826 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3200225.500000 Penalty: 4927.537109
	Iteration 5Q: 3 clusters Score -3200226 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3200796.000000 Penalty: 4927.537109
	Iteration 6Q: 3 clusters Score -3200796 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3201561.250000 Penalty: 4927.537109
	Iteration 7F: 3 clusters Score -3201561 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3202604.000000 Penalty: 4927.537109
	Iteration 8F: 3 clusters Score -3202604 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3203779.500000 Penalty: 4927.537109
	Iteration 9F: 3 clusters Score -3203780 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3204789.750000 Penalty: 4927.537109
	Iteration 10F: 3 clusters Score -3204790 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3205414.750000 Penalty: 4927.537109
	Iteration 11Q: 3 clusters Score -3205415 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3205824.250000 Penalty: 4927.537109
	Iteration 12Q: 3 clusters Score -3205824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3205979.250000 Penalty: 4927.537109
	Iteration 13Q: 3 clusters Score -3205979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3206066.000000 Penalty: 4927.537109
	Iteration 14Q: 3 clusters Score -3206066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3206113.500000 Penalty: 4927.537109
	Iteration 15Q: 3 clusters Score -3206114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3206168.750000 Penalty: 4927.537109
	Iteration 16Q: 3 clusters Score -3206169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3206218.250000 Penalty: 4927.537109
	Iteration 17Q: 3 clusters Score -3206218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3206249.000000 Penalty: 4927.537109
	Iteration 18Q: 3 clusters Score -3206249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3206275.250000 Penalty: 4927.537109
	Iteration 19Q: 3 clusters Score -3206275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3206300.250000 Penalty: 4927.537109
	Iteration 20F: 3 clusters Score -3206300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3206318.750000 Penalty: 4927.537109
	Iteration 21Q: 3 clusters Score -3206319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3206345.750000 Penalty: 4927.537109
	Iteration 22Q: 3 clusters Score -3206346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3206363.250000 Penalty: 4927.537109
	Iteration 23Q: 3 clusters Score -3206363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3206377.000000 Penalty: 4927.537109
	Iteration 24Q: 3 clusters Score -3206377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3206381.000000 Penalty: 4927.537109
	Iteration 25Q: 3 clusters Score -3206381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3206382.000000 Penalty: 4927.537109
	Iteration 26Q: 3 clusters Score -3206382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3206388.000000 Penalty: 4927.537109
	Iteration 27Q: 3 clusters Score -3206388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3206395.750000 Penalty: 4927.537109
	Iteration 28Q: 3 clusters Score -3206396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3206397.500000 Penalty: 4927.537109
	Iteration 29Q: 3 clusters Score -3206398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3206397.000000 Penalty: 4927.537109
	Iteration 30Q: 3 clusters Score -3206397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206401.000000 Penalty: 4927.537109
	Iteration 31Q: 3 clusters Score -3206401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206402.000000 Penalty: 4927.537109
	Iteration 32Q: 3 clusters Score -3206402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3206406.000000 Penalty: 4927.537109
	Iteration 33Q: 3 clusters Score -3206406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3206415.750000 Penalty: 4927.537109
	Iteration 34Q: 3 clusters Score -3206416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3206418.000000 Penalty: 4927.537109
	Iteration 35Q: 3 clusters Score -3206418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206416.500000 Penalty: 4927.537109
	Iteration 36Q: 3 clusters Score -3206416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3206417.000000 Penalty: 4927.537109
	Iteration 37Q: 3 clusters Score -3206417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3206420.000000 Penalty: 4927.537109
	Iteration 38Q: 3 clusters Score -3206420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3206425.750000 Penalty: 4927.537109
	Iteration 39Q: 3 clusters Score -3206426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3206428.750000 Penalty: 4927.537109
	Iteration 40F: 3 clusters Score -3206429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3206428.000000 Penalty: 4927.537109
	Iteration 41Q: 3 clusters Score -3206428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3206433.000000 Penalty: 4927.537109
	Iteration 42Q: 3 clusters Score -3206433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206439.250000 Penalty: 4927.537109
	Iteration 43Q: 3 clusters Score -3206439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206441.750000 Penalty: 4927.537109
	Iteration 44Q: 3 clusters Score -3206442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206444.000000 Penalty: 4927.537109
	Iteration 45Q: 3 clusters Score -3206444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3206442.250000 Penalty: 4927.537109
	Iteration 46Q: 3 clusters Score -3206442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3206441.500000 Penalty: 4927.537109
	Iteration 47Q: 3 clusters Score -3206442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3206441.500000 Penalty: 4927.537109
	Iteration 48F: 3 clusters Score -3206442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -93815.578125 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -93815.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92225.398438 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -92225.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93270.812500 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -93270.81 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93751.289062 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -93751.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -94094.859375 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -94094.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94443.429688 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -94443.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -94617.992188 Penalty: 3350.861328
	Iteration 5F: 3 clusters Score -94617.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94762.242188 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -94762.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94874.875000 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -94874.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -94965.484375 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -94965.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95015.875000 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -95015.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95046.351562 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -95046.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -95058.054688 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -95058.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -95067.539062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -95067.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95069.726562 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -95069.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95069.726562 Penalty: 3350.861328
	Iteration 14F: 3 clusters Score -95069.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 637 members 
Entering Unmasked Estep 
Score: -70325408.000000 Penalty: 129579.062500
Splitting cluster 16 changes total score from -70325448.000000 to -70325408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -300580.562500 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -300580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -297937.062500 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -297937.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -298435.906250 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -298435.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -298624.687500 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -298624.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -298720.406250 Penalty: 3781.326416
	Iteration 3Q: 3 clusters Score -298720.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -298789.406250 Penalty: 3781.326416
	Iteration 4Q: 3 clusters Score -298789.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -298838.562500 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -298838.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -298865.031250 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -298865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -298896.031250 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -298896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -298920.906250 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -298920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298937.750000 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -298937.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298957.937500 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -298957.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -298970.156250 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -298970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298980.687500 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -298980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -298984.687500 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -298984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298987.968750 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -298988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -298989.375000 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -298989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -298989.375000 Penalty: 3781.326416
	Iteration 16F: 3 clusters Score -298989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Entering Unmasked Estep 
Score: -1402866.500000 Penalty: 2278.495361
	Iteration 0F: 2 clusters Score -1402866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1395251.500000 Penalty: 4556.990723
	Iteration 0F: 3 clusters Score -1395252 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1397575.750000 Penalty: 4556.990723
	Iteration 1F: 3 clusters Score -1397576 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1398020.000000 Penalty: 4556.990723
	Iteration 2F: 3 clusters Score -1398020 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1398385.500000 Penalty: 4556.990723
	Iteration 3F: 3 clusters Score -1398386 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1398648.625000 Penalty: 4556.990723
	Iteration 4F: 3 clusters Score -1398649 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1398854.250000 Penalty: 4556.990723
	Iteration 5Q: 3 clusters Score -1398854 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1399023.125000 Penalty: 4556.990723
	Iteration 6Q: 3 clusters Score -1399023 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1399186.625000 Penalty: 4556.990723
	Iteration 7Q: 3 clusters Score -1399187 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1399339.000000 Penalty: 4556.990723
	Iteration 8Q: 3 clusters Score -1399339 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1399498.250000 Penalty: 4556.990723
	Iteration 9Q: 3 clusters Score -1399498 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1399665.375000 Penalty: 4556.990723
	Iteration 10Q: 3 clusters Score -1399665 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1399841.250000 Penalty: 4556.990723
	Iteration 11Q: 3 clusters Score -1399841 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1400052.125000 Penalty: 4556.990723
	Iteration 12Q: 3 clusters Score -1400052 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1400279.250000 Penalty: 4556.990723
	Iteration 13Q: 3 clusters Score -1400279 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1400519.000000 Penalty: 4556.990723
	Iteration 14Q: 3 clusters Score -1400519 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1400732.750000 Penalty: 4556.990723
	Iteration 15Q: 3 clusters Score -1400733 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1400905.000000 Penalty: 4556.990723
	Iteration 16Q: 3 clusters Score -1400905 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1401044.250000 Penalty: 4556.990723
	Iteration 17Q: 3 clusters Score -1401044 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1401148.125000 Penalty: 4556.990723
	Iteration 18Q: 3 clusters Score -1401148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1401236.625000 Penalty: 4556.990723
	Iteration 19Q: 3 clusters Score -1401237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1401306.875000 Penalty: 4556.990723
	Iteration 20F: 3 clusters Score -1401307 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1401367.125000 Penalty: 4556.990723
	Iteration 21Q: 3 clusters Score -1401367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1401415.250000 Penalty: 4556.990723
	Iteration 22Q: 3 clusters Score -1401415 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1401441.875000 Penalty: 4556.990723
	Iteration 23Q: 3 clusters Score -1401442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1401461.375000 Penalty: 4556.990723
	Iteration 24Q: 3 clusters Score -1401461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1401472.000000 Penalty: 4556.990723
	Iteration 25Q: 3 clusters Score -1401472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1401479.625000 Penalty: 4556.990723
	Iteration 26Q: 3 clusters Score -1401480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1401494.500000 Penalty: 4556.990723
	Iteration 27Q: 3 clusters Score -1401494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1401503.875000 Penalty: 4556.990723
	Iteration 28Q: 3 clusters Score -1401504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1401516.375000 Penalty: 4556.990723
	Iteration 29Q: 3 clusters Score -1401516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1401529.750000 Penalty: 4556.990723
	Iteration 30Q: 3 clusters Score -1401530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1401548.250000 Penalty: 4556.990723
	Iteration 31Q: 3 clusters Score -1401548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1401565.625000 Penalty: 4556.990723
	Iteration 32Q: 3 clusters Score -1401566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1401578.500000 Penalty: 4556.990723
	Iteration 33Q: 3 clusters Score -1401578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1401592.375000 Penalty: 4556.990723
	Iteration 34Q: 3 clusters Score -1401592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1401610.250000 Penalty: 4556.990723
	Iteration 35Q: 3 clusters Score -1401610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1401629.375000 Penalty: 4556.990723
	Iteration 36Q: 3 clusters Score -1401629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1401641.750000 Penalty: 4556.990723
	Iteration 37Q: 3 clusters Score -1401642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1401657.125000 Penalty: 4556.990723
	Iteration 38Q: 3 clusters Score -1401657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1401673.000000 Penalty: 4556.990723
	Iteration 39Q: 3 clusters Score -1401673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1401686.625000 Penalty: 4556.990723
	Iteration 40F: 3 clusters Score -1401687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1401701.875000 Penalty: 4556.990723
	Iteration 41Q: 3 clusters Score -1401702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1401719.625000 Penalty: 4556.990723
	Iteration 42Q: 3 clusters Score -1401720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1401735.625000 Penalty: 4556.990723
	Iteration 43Q: 3 clusters Score -1401736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1401755.375000 Penalty: 4556.990723
	Iteration 44Q: 3 clusters Score -1401755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1401767.375000 Penalty: 4556.990723
	Iteration 45Q: 3 clusters Score -1401767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1401777.375000 Penalty: 4556.990723
	Iteration 46Q: 3 clusters Score -1401777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1401788.625000 Penalty: 4556.990723
	Iteration 47Q: 3 clusters Score -1401789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1401792.125000 Penalty: 4556.990723
	Iteration 48Q: 3 clusters Score -1401792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1401798.875000 Penalty: 4556.990723
	Iteration 49Q: 3 clusters Score -1401799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1401800.750000 Penalty: 4556.990723
	Iteration 50Q: 3 clusters Score -1401801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1401803.250000 Penalty: 4556.990723
	Iteration 51Q: 3 clusters Score -1401803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1401808.375000 Penalty: 4556.990723
	Iteration 52Q: 3 clusters Score -1401808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1401814.000000 Penalty: 4556.990723
	Iteration 53Q: 3 clusters Score -1401814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1401814.125000 Penalty: 4556.990723
	Iteration 54Q: 3 clusters Score -1401814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1401814.750000 Penalty: 4556.990723
	Iteration 55Q: 3 clusters Score -1401815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1401815.375000 Penalty: 4556.990723
	Iteration 56Q: 3 clusters Score -1401815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1401815.000000 Penalty: 4556.990723
	Iteration 57Q: 3 clusters Score -1401815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1401816.500000 Penalty: 4556.990723
	Iteration 58Q: 3 clusters Score -1401816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1401816.500000 Penalty: 4556.990723
	Iteration 59F: 3 clusters Score -1401816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -150165.390625 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -150165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -148260.515625 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -148260.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148998.453125 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -148998.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -149430.000000 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -149430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -149643.437500 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -149643.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -149745.468750 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -149745.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -149796.953125 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -149797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -149853.062500 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -149853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -149867.000000 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -149867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149870.203125 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -149870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -149871.078125 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -149871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -149877.578125 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -149877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -149888.187500 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -149888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -149891.250000 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -149891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -149891.500000 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -149891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149892.015625 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -149892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -149893.609375 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -149893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149894.593750 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -149894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149894.593750 Penalty: 3499.007080
	Iteration 17F: 3 clusters Score -149894.6 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: -37519.976562 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37519.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36269.050781 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36269.05 nChanged 27
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: -36358.027344 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36358.03 nChanged 7
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: -36383.207031 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36383.21 nChanged 1
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: -36388.945312 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36388.95 nChanged 0
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: -36388.945312 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -36388.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -151055.812500 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -151055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -149132.765625 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -149132.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149598.031250 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -149598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -149992.437500 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -149992.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -150377.406250 Penalty: 3465.795166
	Iteration 3F: 3 clusters Score -150377.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -150653.578125 Penalty: 3465.795166
	Iteration 4F: 3 clusters Score -150653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -150759.906250 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -150759.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -150828.343750 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -150828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -150862.593750 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -150862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -150874.546875 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -150874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -150875.328125 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -150875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -150875.328125 Penalty: 3465.795166
	Iteration 10F: 3 clusters Score -150875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Entering Unmasked Estep 
Score: -4032557.250000 Penalty: 2523.050537
	Iteration 0F: 2 clusters Score -4032557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4014370.500000 Penalty: 5046.101074
	Iteration 0F: 3 clusters Score -4014370 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4020644.750000 Penalty: 5046.101074
	Iteration 1F: 3 clusters Score -4020645 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4021212.250000 Penalty: 5046.101074
	Iteration 2F: 3 clusters Score -4021212 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4021737.750000 Penalty: 5046.101074
	Iteration 3Q: 3 clusters Score -4021738 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4022518.250000 Penalty: 5046.101074
	Iteration 4F: 3 clusters Score -4022518 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4023707.500000 Penalty: 5046.101074
	Iteration 5F: 3 clusters Score -4023708 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4025291.500000 Penalty: 5046.101074
	Iteration 6F: 3 clusters Score -4025292 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4027362.750000 Penalty: 5046.101074
	Iteration 7F: 3 clusters Score -4027363 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4029361.250000 Penalty: 5046.101074
	Iteration 8F: 3 clusters Score -4029361 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4030661.500000 Penalty: 5046.101074
	Iteration 9F: 3 clusters Score -4030662 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4031279.500000 Penalty: 5046.101074
	Iteration 10Q: 3 clusters Score -4031280 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4031593.000000 Penalty: 5046.101074
	Iteration 11Q: 3 clusters Score -4031593 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4031737.750000 Penalty: 5046.101074
	Iteration 12Q: 3 clusters Score -4031738 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4031825.000000 Penalty: 5046.101074
	Iteration 13Q: 3 clusters Score -4031825 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4031867.500000 Penalty: 5046.101074
	Iteration 14Q: 3 clusters Score -4031868 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4031920.250000 Penalty: 5046.101074
	Iteration 15Q: 3 clusters Score -4031920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4031937.250000 Penalty: 5046.101074
	Iteration 16Q: 3 clusters Score -4031937 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4031948.250000 Penalty: 5046.101074
	Iteration 17Q: 3 clusters Score -4031948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4031948.750000 Penalty: 5046.101074
	Iteration 18Q: 3 clusters Score -4031949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4031967.250000 Penalty: 5046.101074
	Iteration 19Q: 3 clusters Score -4031967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -4031970.500000 Penalty: 5046.101074
	Iteration 20F: 3 clusters Score -4031970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4031986.000000 Penalty: 5046.101074
	Iteration 21Q: 3 clusters Score -4031986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4031999.000000 Penalty: 5046.101074
	Iteration 22Q: 3 clusters Score -4031999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4031987.250000 Penalty: 5046.101074
	Iteration 23Q: 3 clusters Score -4031987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4031999.750000 Penalty: 5046.101074
	Iteration 24Q: 3 clusters Score -4032000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4032011.750000 Penalty: 5046.101074
	Iteration 25Q: 3 clusters Score -4032012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4032018.750000 Penalty: 5046.101074
	Iteration 26Q: 3 clusters Score -4032019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4032018.000000 Penalty: 5046.101074
	Iteration 27Q: 3 clusters Score -4032018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4032020.500000 Penalty: 5046.101074
	Iteration 28Q: 3 clusters Score -4032020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4032026.500000 Penalty: 5046.101074
	Iteration 29Q: 3 clusters Score -4032026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4032021.750000 Penalty: 5046.101074
	Iteration 30Q: 3 clusters Score -4032022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4032022.250000 Penalty: 5046.101074
	Iteration 31Q: 3 clusters Score -4032022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4032021.750000 Penalty: 5046.101074
	Iteration 32Q: 3 clusters Score -4032022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4032025.250000 Penalty: 5046.101074
	Iteration 33Q: 3 clusters Score -4032025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4032032.500000 Penalty: 5046.101074
	Iteration 34Q: 3 clusters Score -4032032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4032031.250000 Penalty: 5046.101074
	Iteration 35Q: 3 clusters Score -4032031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4032025.750000 Penalty: 5046.101074
	Iteration 36Q: 3 clusters Score -4032026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4032029.000000 Penalty: 5046.101074
	Iteration 37Q: 3 clusters Score -4032029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4032022.250000 Penalty: 5046.101074
	Iteration 38Q: 3 clusters Score -4032022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4032022.500000 Penalty: 5046.101074
	Iteration 39Q: 3 clusters Score -4032022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4032014.500000 Penalty: 5046.101074
	Iteration 40F: 3 clusters Score -4032014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4032020.000000 Penalty: 5046.101074
	Iteration 41Q: 3 clusters Score -4032020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4032024.750000 Penalty: 5046.101074
	Iteration 42Q: 3 clusters Score -4032025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4032022.000000 Penalty: 5046.101074
	Iteration 43Q: 3 clusters Score -4032022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4032022.250000 Penalty: 5046.101074
	Iteration 44Q: 3 clusters Score -4032022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4032023.000000 Penalty: 5046.101074
	Iteration 45Q: 3 clusters Score -4032023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4032023.750000 Penalty: 5046.101074
	Iteration 46Q: 3 clusters Score -4032024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4032022.250000 Penalty: 5046.101074
	Iteration 47Q: 3 clusters Score -4032022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4032023.500000 Penalty: 5046.101074
	Iteration 48Q: 3 clusters Score -4032024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4032026.500000 Penalty: 5046.101074
	Iteration 49Q: 3 clusters Score -4032026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4032024.000000 Penalty: 5046.101074
	Iteration 50Q: 3 clusters Score -4032024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4032024.000000 Penalty: 5046.101074
	Iteration 51F: 3 clusters Score -4032024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -410485.156250 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -410485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -407345.343750 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -407345.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -408178.031250 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -408178 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -408679.062500 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -408679.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -409288.906250 Penalty: 3950.566162
	Iteration 3F: 3 clusters Score -409288.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -409971.250000 Penalty: 3950.566162
	Iteration 4F: 3 clusters Score -409971.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -410557.062500 Penalty: 3950.566162
	Iteration 5F: 3 clusters Score -410557.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -410975.343750 Penalty: 3950.566162
	Iteration 6F: 3 clusters Score -410975.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -411187.406250 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -411187.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -411248.843750 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -411248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -411264.125000 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -411264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -411269.875000 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -411269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -411271.375000 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -411271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -411273.437500 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -411273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -411274.000000 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -411274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -411274.281250 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -411274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -411274.281250 Penalty: 3950.566162
	Iteration 15F: 3 clusters Score -411274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
Score: -70325328.000000 Penalty: 129579.062500
Splitting cluster 24 changes total score from -70325448.000000 to -70325328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Entering Unmasked Estep 
Score: -5472740.000000 Penalty: 2601.519043
	Iteration 0F: 2 clusters Score -5472740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5448136.000000 Penalty: 5203.038086
	Iteration 0F: 3 clusters Score -5448136 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5457262.000000 Penalty: 5203.038086
	Iteration 1F: 3 clusters Score -5457262 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5457853.500000 Penalty: 5203.038086
	Iteration 2Q: 3 clusters Score -5457854 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -5458534.500000 Penalty: 5203.038086
	Iteration 3Q: 3 clusters Score -5458534 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5459333.000000 Penalty: 5203.038086
	Iteration 4Q: 3 clusters Score -5459333 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5460138.000000 Penalty: 5203.038086
	Iteration 5Q: 3 clusters Score -5460138 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5461047.000000 Penalty: 5203.038086
	Iteration 6F: 3 clusters Score -5461047 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5462205.000000 Penalty: 5203.038086
	Iteration 7F: 3 clusters Score -5462205 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5463574.000000 Penalty: 5203.038086
	Iteration 8F: 3 clusters Score -5463574 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5465004.000000 Penalty: 5203.038086
	Iteration 9F: 3 clusters Score -5465004 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -5466276.500000 Penalty: 5203.038086
	Iteration 10F: 3 clusters Score -5466276 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -5467200.000000 Penalty: 5203.038086
	Iteration 11Q: 3 clusters Score -5467200 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -5467887.000000 Penalty: 5203.038086
	Iteration 12Q: 3 clusters Score -5467887 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -5468406.500000 Penalty: 5203.038086
	Iteration 13Q: 3 clusters Score -5468406 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -5468800.500000 Penalty: 5203.038086
	Iteration 14Q: 3 clusters Score -5468800 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -5469236.000000 Penalty: 5203.038086
	Iteration 15Q: 3 clusters Score -5469236 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5469585.000000 Penalty: 5203.038086
	Iteration 16Q: 3 clusters Score -5469585 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5469926.500000 Penalty: 5203.038086
	Iteration 17Q: 3 clusters Score -5469926 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5470322.500000 Penalty: 5203.038086
	Iteration 18Q: 3 clusters Score -5470322 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5470598.000000 Penalty: 5203.038086
	Iteration 19Q: 3 clusters Score -5470598 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -5470821.000000 Penalty: 5203.038086
	Iteration 20F: 3 clusters Score -5470821 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5470996.500000 Penalty: 5203.038086
	Iteration 21Q: 3 clusters Score -5470996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5471124.000000 Penalty: 5203.038086
	Iteration 22Q: 3 clusters Score -5471124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5471185.000000 Penalty: 5203.038086
	Iteration 23Q: 3 clusters Score -5471185 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -5471217.000000 Penalty: 5203.038086
	Iteration 24Q: 3 clusters Score -5471217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -5471281.500000 Penalty: 5203.038086
	Iteration 25Q: 3 clusters Score -5471282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -5471292.500000 Penalty: 5203.038086
	Iteration 26Q: 3 clusters Score -5471292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -5471318.500000 Penalty: 5203.038086
	Iteration 27Q: 3 clusters Score -5471318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -5471343.000000 Penalty: 5203.038086
	Iteration 28Q: 3 clusters Score -5471343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5471357.500000 Penalty: 5203.038086
	Iteration 29Q: 3 clusters Score -5471358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5471373.500000 Penalty: 5203.038086
	Iteration 30Q: 3 clusters Score -5471374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -5471380.500000 Penalty: 5203.038086
	Iteration 31Q: 3 clusters Score -5471380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -5471391.500000 Penalty: 5203.038086
	Iteration 32Q: 3 clusters Score -5471392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5471397.000000 Penalty: 5203.038086
	Iteration 33Q: 3 clusters Score -5471397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5471393.000000 Penalty: 5203.038086
	Iteration 34Q: 3 clusters Score -5471393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5471388.000000 Penalty: 5203.038086
	Iteration 35Q: 3 clusters Score -5471388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5471390.500000 Penalty: 5203.038086
	Iteration 36Q: 3 clusters Score -5471390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5471417.000000 Penalty: 5203.038086
	Iteration 37Q: 3 clusters Score -5471417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5471409.500000 Penalty: 5203.038086
	Iteration 38Q: 3 clusters Score -5471410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -5471418.500000 Penalty: 5203.038086
	Iteration 39Q: 3 clusters Score -5471418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -5471421.500000 Penalty: 5203.038086
	Iteration 40F: 3 clusters Score -5471422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5471425.500000 Penalty: 5203.038086
	Iteration 41Q: 3 clusters Score -5471426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5471431.500000 Penalty: 5203.038086
	Iteration 42Q: 3 clusters Score -5471432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5471439.000000 Penalty: 5203.038086
	Iteration 43Q: 3 clusters Score -5471439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5471433.000000 Penalty: 5203.038086
	Iteration 44Q: 3 clusters Score -5471433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5471438.000000 Penalty: 5203.038086
	Iteration 45Q: 3 clusters Score -5471438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5471433.000000 Penalty: 5203.038086
	Iteration 46Q: 3 clusters Score -5471433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5471435.000000 Penalty: 5203.038086
	Iteration 47Q: 3 clusters Score -5471435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -5471437.000000 Penalty: 5203.038086
	Iteration 48Q: 3 clusters Score -5471437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5471436.500000 Penalty: 5203.038086
	Iteration 49Q: 3 clusters Score -5471436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -5471441.500000 Penalty: 5203.038086
	Iteration 50Q: 3 clusters Score -5471442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -5471440.000000 Penalty: 5203.038086
	Iteration 51Q: 3 clusters Score -5471440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5471439.000000 Penalty: 5203.038086
	Iteration 52Q: 3 clusters Score -5471439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5471433.500000 Penalty: 5203.038086
	Iteration 53Q: 3 clusters Score -5471434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -5471432.000000 Penalty: 5203.038086
	Iteration 54Q: 3 clusters Score -5471432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -5471432.000000 Penalty: 5203.038086
	Iteration 55F: 3 clusters Score -5471432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -147436.953125 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -147437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145504.468750 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -145504.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -145980.015625 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -145980 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -146305.640625 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -146305.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -146639.640625 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -146639.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -146889.234375 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -146889.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -147004.218750 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -147004.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147075.671875 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -147075.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147125.703125 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -147125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -147157.343750 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -147157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -147172.078125 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -147172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -147178.406250 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -147178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -147181.078125 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -147181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -147181.843750 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -147181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -147181.843750 Penalty: 3461.656006
	Iteration 13F: 3 clusters Score -147181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -67581.148438 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -67581.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66253.718750 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -66253.72 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67184.953125 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -67184.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67493.390625 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -67493.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67627.039062 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -67627.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67677.007812 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -67677.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67755.578125 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -67755.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67822.367188 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -67822.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67868.375000 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -67868.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67941.312500 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -67941.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68073.234375 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -68073.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68283.414062 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -68283.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68420.156250 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -68420.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68493.742188 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -68493.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68504.828125 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -68504.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68551.281250 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -68551.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68552.078125 Penalty: 3167.892090
	Iteration 15Q: 3 clusters Score -68552.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68567.273438 Penalty: 3167.892090
	Iteration 16F: 3 clusters Score -68567.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68644.484375 Penalty: 3167.892090
	Iteration 17Q: 3 clusters Score -68644.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68646.742188 Penalty: 3167.892090
	Iteration 18Q: 3 clusters Score -68646.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68646.742188 Penalty: 3167.892090
	Iteration 19F: 3 clusters Score -68646.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 251 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 343 members 
Entering Unmasked Estep 
Score: -70325184.000000 Penalty: 129579.062500
Splitting cluster 27 changes total score from -70325448.000000 to -70325184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -367171.812500 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -367171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -364218.281250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -364218.3 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -364785.937500 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -364785.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -364969.687500 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -364969.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -365086.093750 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -365086.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -365160.062500 Penalty: 3871.515381
	Iteration 4Q: 3 clusters Score -365160.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -365205.125000 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -365205.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -365242.531250 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -365242.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -365258.687500 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -365258.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -365272.406250 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -365272.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -365285.812500 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -365285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -365296.843750 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -365296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -365300.312500 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -365300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -365305.718750 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -365305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -365309.031250 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -365309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -365312.562500 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -365312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -365314.156250 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -365314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -365317.906250 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -365317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -365320.187500 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -365320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -365321.062500 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -365321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -365324.468750 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -365324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -365324.468750 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -365324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -73339.335938 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -73339.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71814.929688 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -71814.93 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72064.492188 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -72064.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72212.335938 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -72212.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72366.898438 Penalty: 3135.101074
	Iteration 3F: 3 clusters Score -72366.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72457.273438 Penalty: 3135.101074
	Iteration 4F: 3 clusters Score -72457.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72510.843750 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -72510.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72536.796875 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -72536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72571.734375 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -72571.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72618.164062 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -72618.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72655.335938 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -72655.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72679.507812 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -72679.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72691.015625 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -72691.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72701.140625 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -72701.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72701.140625 Penalty: 3135.101074
	Iteration 13F: 3 clusters Score -72701.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -309265.093750 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -309265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -306531.125000 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -306531.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307003.531250 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -307003.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -307153.875000 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -307153.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307246.968750 Penalty: 3798.949219
	Iteration 3F: 3 clusters Score -307247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -307332.625000 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -307332.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -307421.031250 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -307421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -307476.062500 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -307476.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -307513.968750 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -307514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307562.906250 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -307562.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -307604.250000 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -307604.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -307633.406250 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -307633.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -307668.718750 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -307668.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -307697.468750 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -307697.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -307727.062500 Penalty: 3798.949219
	Iteration 13Q: 3 clusters Score -307727.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -307753.593750 Penalty: 3798.949219
	Iteration 14Q: 3 clusters Score -307753.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -307777.656250 Penalty: 3798.949219
	Iteration 15Q: 3 clusters Score -307777.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -307795.437500 Penalty: 3798.949219
	Iteration 16Q: 3 clusters Score -307795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307810.437500 Penalty: 3798.949219
	Iteration 17Q: 3 clusters Score -307810.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -307832.531250 Penalty: 3798.949219
	Iteration 18Q: 3 clusters Score -307832.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -307856.593750 Penalty: 3798.949219
	Iteration 19Q: 3 clusters Score -307856.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -307875.156250 Penalty: 3798.949219
	Iteration 20F: 3 clusters Score -307875.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -307897.906250 Penalty: 3798.949219
	Iteration 21Q: 3 clusters Score -307897.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -307919.687500 Penalty: 3798.949219
	Iteration 22Q: 3 clusters Score -307919.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -307936.875000 Penalty: 3798.949219
	Iteration 23Q: 3 clusters Score -307936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -307945.531250 Penalty: 3798.949219
	Iteration 24Q: 3 clusters Score -307945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -307953.000000 Penalty: 3798.949219
	Iteration 25Q: 3 clusters Score -307953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -307956.156250 Penalty: 3798.949219
	Iteration 26Q: 3 clusters Score -307956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -307960.437500 Penalty: 3798.949219
	Iteration 27Q: 3 clusters Score -307960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -307964.125000 Penalty: 3798.949219
	Iteration 28Q: 3 clusters Score -307964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -307968.281250 Penalty: 3798.949219
	Iteration 29Q: 3 clusters Score -307968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -307974.781250 Penalty: 3798.949219
	Iteration 30Q: 3 clusters Score -307974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -307980.906250 Penalty: 3798.949219
	Iteration 31Q: 3 clusters Score -307980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -307985.375000 Penalty: 3798.949219
	Iteration 32Q: 3 clusters Score -307985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -307990.718750 Penalty: 3798.949219
	Iteration 33Q: 3 clusters Score -307990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -307995.187500 Penalty: 3798.949219
	Iteration 34Q: 3 clusters Score -307995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -307999.375000 Penalty: 3798.949219
	Iteration 35Q: 3 clusters Score -307999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308002.187500 Penalty: 3798.949219
	Iteration 36Q: 3 clusters Score -308002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308003.937500 Penalty: 3798.949219
	Iteration 37Q: 3 clusters Score -308003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308005.843750 Penalty: 3798.949219
	Iteration 38Q: 3 clusters Score -308005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -308006.156250 Penalty: 3798.949219
	Iteration 39Q: 3 clusters Score -308006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -308006.156250 Penalty: 3798.949219
	Iteration 40F: 3 clusters Score -308006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Entering Unmasked Estep 
Score: -10966981.000000 Penalty: 2770.895752
	Iteration 0F: 2 clusters Score -1.096698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -10919051.000000 Penalty: 5541.791504
	Iteration 0F: 3 clusters Score -1.091905e+07 nChanged 33547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -10938408.000000 Penalty: 5541.791504
	Iteration 1F: 3 clusters Score -1.093841e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -10939235.000000 Penalty: 5541.791504
	Iteration 2Q: 3 clusters Score -1.093924e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -10940208.000000 Penalty: 5541.791504
	Iteration 3Q: 3 clusters Score -1.094021e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -10941543.000000 Penalty: 5541.791504
	Iteration 4Q: 3 clusters Score -1.094154e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -10943104.000000 Penalty: 5541.791504
	Iteration 5Q: 3 clusters Score -1.09431e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -10945250.000000 Penalty: 5541.791504
	Iteration 6F: 3 clusters Score -1.094525e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -10947997.000000 Penalty: 5541.791504
	Iteration 7F: 3 clusters Score -1.0948e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -10951139.000000 Penalty: 5541.791504
	Iteration 8F: 3 clusters Score -1.095114e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -10953844.000000 Penalty: 5541.791504
	Iteration 9F: 3 clusters Score -1.095384e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -10955857.000000 Penalty: 5541.791504
	Iteration 10Q: 3 clusters Score -1.095586e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -10956844.000000 Penalty: 5541.791504
	Iteration 11Q: 3 clusters Score -1.095684e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -10957351.000000 Penalty: 5541.791504
	Iteration 12Q: 3 clusters Score -1.095735e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -10957595.000000 Penalty: 5541.791504
	Iteration 13Q: 3 clusters Score -1.09576e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -10957773.000000 Penalty: 5541.791504
	Iteration 14Q: 3 clusters Score -1.095777e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -10957902.000000 Penalty: 5541.791504
	Iteration 15Q: 3 clusters Score -1.09579e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -10958066.000000 Penalty: 5541.791504
	Iteration 16Q: 3 clusters Score -1.095807e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -10958205.000000 Penalty: 5541.791504
	Iteration 17Q: 3 clusters Score -1.09582e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -10958338.000000 Penalty: 5541.791504
	Iteration 18Q: 3 clusters Score -1.095834e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -10958467.000000 Penalty: 5541.791504
	Iteration 19Q: 3 clusters Score -1.095847e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -10958574.000000 Penalty: 5541.791504
	Iteration 20F: 3 clusters Score -1.095857e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -10958751.000000 Penalty: 5541.791504
	Iteration 21Q: 3 clusters Score -1.095875e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -10958812.000000 Penalty: 5541.791504
	Iteration 22Q: 3 clusters Score -1.095881e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -10958919.000000 Penalty: 5541.791504
	Iteration 23Q: 3 clusters Score -1.095892e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -10958997.000000 Penalty: 5541.791504
	Iteration 24Q: 3 clusters Score -1.0959e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -10959051.000000 Penalty: 5541.791504
	Iteration 25Q: 3 clusters Score -1.095905e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -10959151.000000 Penalty: 5541.791504
	Iteration 26Q: 3 clusters Score -1.095915e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -10959169.000000 Penalty: 5541.791504
	Iteration 27Q: 3 clusters Score -1.095917e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -10959237.000000 Penalty: 5541.791504
	Iteration 28Q: 3 clusters Score -1.095924e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -10959277.000000 Penalty: 5541.791504
	Iteration 29Q: 3 clusters Score -1.095928e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -10959285.000000 Penalty: 5541.791504
	Iteration 30Q: 3 clusters Score -1.095928e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -10959333.000000 Penalty: 5541.791504
	Iteration 31Q: 3 clusters Score -1.095933e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -10959388.000000 Penalty: 5541.791504
	Iteration 32Q: 3 clusters Score -1.095939e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -10959400.000000 Penalty: 5541.791504
	Iteration 33Q: 3 clusters Score -1.09594e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -10959401.000000 Penalty: 5541.791504
	Iteration 34Q: 3 clusters Score -1.09594e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -10959415.000000 Penalty: 5541.791504
	Iteration 35Q: 3 clusters Score -1.095942e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -10959485.000000 Penalty: 5541.791504
	Iteration 36Q: 3 clusters Score -1.095948e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -10959448.000000 Penalty: 5541.791504
	Iteration 37Q: 3 clusters Score -1.095945e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -10959474.000000 Penalty: 5541.791504
	Iteration 38Q: 3 clusters Score -1.095947e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -10959487.000000 Penalty: 5541.791504
	Iteration 39Q: 3 clusters Score -1.095949e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -10959499.000000 Penalty: 5541.791504
	Iteration 40F: 3 clusters Score -1.09595e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -10959526.000000 Penalty: 5541.791504
	Iteration 41Q: 3 clusters Score -1.095953e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -10959534.000000 Penalty: 5541.791504
	Iteration 42Q: 3 clusters Score -1.095953e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -10959523.000000 Penalty: 5541.791504
	Iteration 43Q: 3 clusters Score -1.095952e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -10959552.000000 Penalty: 5541.791504
	Iteration 44Q: 3 clusters Score -1.095955e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -10959546.000000 Penalty: 5541.791504
	Iteration 45Q: 3 clusters Score -1.095955e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -10959607.000000 Penalty: 5541.791504
	Iteration 46Q: 3 clusters Score -1.095961e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -10959600.000000 Penalty: 5541.791504
	Iteration 47Q: 3 clusters Score -1.09596e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -10959627.000000 Penalty: 5541.791504
	Iteration 48Q: 3 clusters Score -1.095963e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -10959609.000000 Penalty: 5541.791504
	Iteration 49Q: 3 clusters Score -1.095961e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -10959622.000000 Penalty: 5541.791504
	Iteration 50Q: 3 clusters Score -1.095962e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -10959654.000000 Penalty: 5541.791504
	Iteration 51Q: 3 clusters Score -1.095965e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -10959646.000000 Penalty: 5541.791504
	Iteration 52Q: 3 clusters Score -1.095965e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -10959658.000000 Penalty: 5541.791504
	Iteration 53Q: 3 clusters Score -1.095966e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -10959692.000000 Penalty: 5541.791504
	Iteration 54Q: 3 clusters Score -1.095969e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -10959690.000000 Penalty: 5541.791504
	Iteration 55Q: 3 clusters Score -1.095969e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -10959741.000000 Penalty: 5541.791504
	Iteration 56Q: 3 clusters Score -1.095974e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -10959780.000000 Penalty: 5541.791504
	Iteration 57Q: 3 clusters Score -1.095978e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -10959769.000000 Penalty: 5541.791504
	Iteration 58Q: 3 clusters Score -1.095977e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -10959777.000000 Penalty: 5541.791504
	Iteration 59Q: 3 clusters Score -1.095978e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -10959816.000000 Penalty: 5541.791504
	Iteration 60F: 3 clusters Score -1.095982e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -10959786.000000 Penalty: 5541.791504
	Iteration 61Q: 3 clusters Score -1.095979e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -10959810.000000 Penalty: 5541.791504
	Iteration 62Q: 3 clusters Score -1.095981e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -10959836.000000 Penalty: 5541.791504
	Iteration 63Q: 3 clusters Score -1.095984e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -10959876.000000 Penalty: 5541.791504
	Iteration 64Q: 3 clusters Score -1.095988e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -10959894.000000 Penalty: 5541.791504
	Iteration 65Q: 3 clusters Score -1.095989e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -10959921.000000 Penalty: 5541.791504
	Iteration 66Q: 3 clusters Score -1.095992e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -10959954.000000 Penalty: 5541.791504
	Iteration 67Q: 3 clusters Score -1.095995e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -10959927.000000 Penalty: 5541.791504
	Iteration 68Q: 3 clusters Score -1.095993e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -10959934.000000 Penalty: 5541.791504
	Iteration 69Q: 3 clusters Score -1.095993e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -10959929.000000 Penalty: 5541.791504
	Iteration 70Q: 3 clusters Score -1.095993e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -10959918.000000 Penalty: 5541.791504
	Iteration 71Q: 3 clusters Score -1.095992e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -10959913.000000 Penalty: 5541.791504
	Iteration 72Q: 3 clusters Score -1.095991e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -10959951.000000 Penalty: 5541.791504
	Iteration 73Q: 3 clusters Score -1.095995e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -10959967.000000 Penalty: 5541.791504
	Iteration 74Q: 3 clusters Score -1.095997e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -10959995.000000 Penalty: 5541.791504
	Iteration 75Q: 3 clusters Score -1.096e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -10960035.000000 Penalty: 5541.791504
	Iteration 76Q: 3 clusters Score -1.096004e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -10960098.000000 Penalty: 5541.791504
	Iteration 77Q: 3 clusters Score -1.09601e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -10960123.000000 Penalty: 5541.791504
	Iteration 78Q: 3 clusters Score -1.096012e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -10960135.000000 Penalty: 5541.791504
	Iteration 79Q: 3 clusters Score -1.096014e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -10960161.000000 Penalty: 5541.791504
	Iteration 80F: 3 clusters Score -1.096016e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -10960167.000000 Penalty: 5541.791504
	Iteration 81Q: 3 clusters Score -1.096017e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -10960180.000000 Penalty: 5541.791504
	Iteration 82Q: 3 clusters Score -1.096018e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -10960196.000000 Penalty: 5541.791504
	Iteration 83Q: 3 clusters Score -1.09602e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -10960223.000000 Penalty: 5541.791504
	Iteration 84Q: 3 clusters Score -1.096022e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -10960270.000000 Penalty: 5541.791504
	Iteration 85Q: 3 clusters Score -1.096027e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -10960295.000000 Penalty: 5541.791504
	Iteration 86Q: 3 clusters Score -1.09603e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -10960296.000000 Penalty: 5541.791504
	Iteration 87Q: 3 clusters Score -1.09603e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -10960316.000000 Penalty: 5541.791504
	Iteration 88Q: 3 clusters Score -1.096032e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -10960318.000000 Penalty: 5541.791504
	Iteration 89Q: 3 clusters Score -1.096032e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -10960344.000000 Penalty: 5541.791504
	Iteration 90Q: 3 clusters Score -1.096034e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -10960352.000000 Penalty: 5541.791504
	Iteration 91Q: 3 clusters Score -1.096035e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -10960347.000000 Penalty: 5541.791504
	Iteration 92Q: 3 clusters Score -1.096035e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -10960342.000000 Penalty: 5541.791504
	Iteration 93Q: 3 clusters Score -1.096034e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -10960352.000000 Penalty: 5541.791504
	Iteration 94Q: 3 clusters Score -1.096035e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -10960359.000000 Penalty: 5541.791504
	Iteration 95Q: 3 clusters Score -1.096036e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -10960366.000000 Penalty: 5541.791504
	Iteration 96Q: 3 clusters Score -1.096037e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -10960363.000000 Penalty: 5541.791504
	Iteration 97Q: 3 clusters Score -1.096036e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -10960373.000000 Penalty: 5541.791504
	Iteration 98Q: 3 clusters Score -1.096037e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -10960408.000000 Penalty: 5541.791504
	Iteration 99Q: 3 clusters Score -1.096041e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -10960416.000000 Penalty: 5541.791504
	Iteration 100F: 3 clusters Score -1.096042e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -10960442.000000 Penalty: 5541.791504
	Iteration 101Q: 3 clusters Score -1.096044e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -10960479.000000 Penalty: 5541.791504
	Iteration 102Q: 3 clusters Score -1.096048e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -10960479.000000 Penalty: 5541.791504
	Iteration 103Q: 3 clusters Score -1.096048e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -10960498.000000 Penalty: 5541.791504
	Iteration 104Q: 3 clusters Score -1.09605e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -10960492.000000 Penalty: 5541.791504
	Iteration 105Q: 3 clusters Score -1.096049e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -10960493.000000 Penalty: 5541.791504
	Iteration 106Q: 3 clusters Score -1.096049e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -10960500.000000 Penalty: 5541.791504
	Iteration 107Q: 3 clusters Score -1.09605e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -10960519.000000 Penalty: 5541.791504
	Iteration 108Q: 3 clusters Score -1.096052e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -10960499.000000 Penalty: 5541.791504
	Iteration 109Q: 3 clusters Score -1.09605e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -10960475.000000 Penalty: 5541.791504
	Iteration 110Q: 3 clusters Score -1.096048e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -10960504.000000 Penalty: 5541.791504
	Iteration 111Q: 3 clusters Score -1.09605e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -10960491.000000 Penalty: 5541.791504
	Iteration 112Q: 3 clusters Score -1.096049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -10960491.000000 Penalty: 5541.791504
	Iteration 113Q: 3 clusters Score -1.096049e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -10960502.000000 Penalty: 5541.791504
	Iteration 114Q: 3 clusters Score -1.09605e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -10960538.000000 Penalty: 5541.791504
	Iteration 115Q: 3 clusters Score -1.096054e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -10960558.000000 Penalty: 5541.791504
	Iteration 116Q: 3 clusters Score -1.096056e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10960562.000000 Penalty: 5541.791504
	Iteration 117Q: 3 clusters Score -1.096056e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -10960553.000000 Penalty: 5541.791504
	Iteration 118Q: 3 clusters Score -1.096055e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -10960569.000000 Penalty: 5541.791504
	Iteration 119Q: 3 clusters Score -1.096057e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -10960588.000000 Penalty: 5541.791504
	Iteration 120F: 3 clusters Score -1.096059e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -10960582.000000 Penalty: 5541.791504
	Iteration 121Q: 3 clusters Score -1.096058e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -10960585.000000 Penalty: 5541.791504
	Iteration 122Q: 3 clusters Score -1.096058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -10960584.000000 Penalty: 5541.791504
	Iteration 123Q: 3 clusters Score -1.096058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -10960565.000000 Penalty: 5541.791504
	Iteration 124Q: 3 clusters Score -1.096056e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -10960558.000000 Penalty: 5541.791504
	Iteration 125Q: 3 clusters Score -1.096056e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -10960565.000000 Penalty: 5541.791504
	Iteration 126Q: 3 clusters Score -1.096056e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -10960602.000000 Penalty: 5541.791504
	Iteration 127Q: 3 clusters Score -1.09606e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -10960622.000000 Penalty: 5541.791504
	Iteration 128Q: 3 clusters Score -1.096062e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -10960635.000000 Penalty: 5541.791504
	Iteration 129Q: 3 clusters Score -1.096064e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -10960642.000000 Penalty: 5541.791504
	Iteration 130Q: 3 clusters Score -1.096064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -10960622.000000 Penalty: 5541.791504
	Iteration 131Q: 3 clusters Score -1.096062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -10960626.000000 Penalty: 5541.791504
	Iteration 132Q: 3 clusters Score -1.096063e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -10960633.000000 Penalty: 5541.791504
	Iteration 133Q: 3 clusters Score -1.096063e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -10960649.000000 Penalty: 5541.791504
	Iteration 134Q: 3 clusters Score -1.096065e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -10960629.000000 Penalty: 5541.791504
	Iteration 135Q: 3 clusters Score -1.096063e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -10960617.000000 Penalty: 5541.791504
	Iteration 136Q: 3 clusters Score -1.096062e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -10960609.000000 Penalty: 5541.791504
	Iteration 137Q: 3 clusters Score -1.096061e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -10960626.000000 Penalty: 5541.791504
	Iteration 138Q: 3 clusters Score -1.096063e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -10960641.000000 Penalty: 5541.791504
	Iteration 139Q: 3 clusters Score -1.096064e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -10960638.000000 Penalty: 5541.791504
	Iteration 140F: 3 clusters Score -1.096064e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -10960662.000000 Penalty: 5541.791504
	Iteration 141Q: 3 clusters Score -1.096066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -10960655.000000 Penalty: 5541.791504
	Iteration 142Q: 3 clusters Score -1.096066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -10960662.000000 Penalty: 5541.791504
	Iteration 143Q: 3 clusters Score -1.096066e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -10960675.000000 Penalty: 5541.791504
	Iteration 144Q: 3 clusters Score -1.096068e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -10960675.000000 Penalty: 5541.791504
	Iteration 145Q: 3 clusters Score -1.096068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -10960674.000000 Penalty: 5541.791504
	Iteration 146Q: 3 clusters Score -1.096067e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -10960688.000000 Penalty: 5541.791504
	Iteration 147Q: 3 clusters Score -1.096069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -10960689.000000 Penalty: 5541.791504
	Iteration 148Q: 3 clusters Score -1.096069e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -10960689.000000 Penalty: 5541.791504
	Iteration 149Q: 3 clusters Score -1.096069e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -10960707.000000 Penalty: 5541.791504
	Iteration 150Q: 3 clusters Score -1.096071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -10960721.000000 Penalty: 5541.791504
	Iteration 151Q: 3 clusters Score -1.096072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -10960709.000000 Penalty: 5541.791504
	Iteration 152Q: 3 clusters Score -1.096071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -10960715.000000 Penalty: 5541.791504
	Iteration 153Q: 3 clusters Score -1.096072e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -10960706.000000 Penalty: 5541.791504
	Iteration 154Q: 3 clusters Score -1.096071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -10960705.000000 Penalty: 5541.791504
	Iteration 155Q: 3 clusters Score -1.09607e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -10960714.000000 Penalty: 5541.791504
	Iteration 156Q: 3 clusters Score -1.096071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -10960714.000000 Penalty: 5541.791504
	Iteration 157Q: 3 clusters Score -1.096071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -10960705.000000 Penalty: 5541.791504
	Iteration 158Q: 3 clusters Score -1.09607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -10960708.000000 Penalty: 5541.791504
	Iteration 159Q: 3 clusters Score -1.096071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -10960702.000000 Penalty: 5541.791504
	Iteration 160F: 3 clusters Score -1.09607e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -10960692.000000 Penalty: 5541.791504
	Iteration 161Q: 3 clusters Score -1.096069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -10960688.000000 Penalty: 5541.791504
	Iteration 162Q: 3 clusters Score -1.096069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -10960693.000000 Penalty: 5541.791504
	Iteration 163Q: 3 clusters Score -1.096069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -10960702.000000 Penalty: 5541.791504
	Iteration 164Q: 3 clusters Score -1.09607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -10960710.000000 Penalty: 5541.791504
	Iteration 165Q: 3 clusters Score -1.096071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -10960710.000000 Penalty: 5541.791504
	Iteration 166Q: 3 clusters Score -1.096071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -10960715.000000 Penalty: 5541.791504
	Iteration 167Q: 3 clusters Score -1.096072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -10960711.000000 Penalty: 5541.791504
	Iteration 168Q: 3 clusters Score -1.096071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -10960706.000000 Penalty: 5541.791504
	Iteration 169Q: 3 clusters Score -1.096071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -10960711.000000 Penalty: 5541.791504
	Iteration 170Q: 3 clusters Score -1.096071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -10960717.000000 Penalty: 5541.791504
	Iteration 171Q: 3 clusters Score -1.096072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -10960724.000000 Penalty: 5541.791504
	Iteration 172Q: 3 clusters Score -1.096072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -10960736.000000 Penalty: 5541.791504
	Iteration 173Q: 3 clusters Score -1.096074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -10960734.000000 Penalty: 5541.791504
	Iteration 174Q: 3 clusters Score -1.096073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -10960725.000000 Penalty: 5541.791504
	Iteration 175Q: 3 clusters Score -1.096072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -10960735.000000 Penalty: 5541.791504
	Iteration 176Q: 3 clusters Score -1.096074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -10960737.000000 Penalty: 5541.791504
	Iteration 177Q: 3 clusters Score -1.096074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -10960735.000000 Penalty: 5541.791504
	Iteration 178Q: 3 clusters Score -1.096074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -10960745.000000 Penalty: 5541.791504
	Iteration 179Q: 3 clusters Score -1.096074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -10960743.000000 Penalty: 5541.791504
	Iteration 180F: 3 clusters Score -1.096074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -10960740.000000 Penalty: 5541.791504
	Iteration 181Q: 3 clusters Score -1.096074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -10960764.000000 Penalty: 5541.791504
	Iteration 182Q: 3 clusters Score -1.096076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -10960771.000000 Penalty: 5541.791504
	Iteration 183Q: 3 clusters Score -1.096077e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -10960792.000000 Penalty: 5541.791504
	Iteration 184Q: 3 clusters Score -1.096079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -10960785.000000 Penalty: 5541.791504
	Iteration 185Q: 3 clusters Score -1.096078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -10960785.000000 Penalty: 5541.791504
	Iteration 186Q: 3 clusters Score -1.096078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -10960776.000000 Penalty: 5541.791504
	Iteration 187Q: 3 clusters Score -1.096078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -10960786.000000 Penalty: 5541.791504
	Iteration 188Q: 3 clusters Score -1.096079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -10960771.000000 Penalty: 5541.791504
	Iteration 189Q: 3 clusters Score -1.096077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -10960772.000000 Penalty: 5541.791504
	Iteration 190Q: 3 clusters Score -1.096077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -10960768.000000 Penalty: 5541.791504
	Iteration 191Q: 3 clusters Score -1.096077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -10960773.000000 Penalty: 5541.791504
	Iteration 192Q: 3 clusters Score -1.096077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -10960756.000000 Penalty: 5541.791504
	Iteration 193Q: 3 clusters Score -1.096076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -10960756.000000 Penalty: 5541.791504
	Iteration 194Q: 3 clusters Score -1.096076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -10960763.000000 Penalty: 5541.791504
	Iteration 195Q: 3 clusters Score -1.096076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -10960745.000000 Penalty: 5541.791504
	Iteration 196Q: 3 clusters Score -1.096074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -10960760.000000 Penalty: 5541.791504
	Iteration 197Q: 3 clusters Score -1.096076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -10960762.000000 Penalty: 5541.791504
	Iteration 198Q: 3 clusters Score -1.096076e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -10960761.000000 Penalty: 5541.791504
	Iteration 199Q: 3 clusters Score -1.096076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -10960761.000000 Penalty: 5541.791504
	Iteration 200F: 3 clusters Score -1.096076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -10960766.000000 Penalty: 5541.791504
	Iteration 201Q: 3 clusters Score -1.096077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -10960762.000000 Penalty: 5541.791504
	Iteration 202Q: 3 clusters Score -1.096076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -10960764.000000 Penalty: 5541.791504
	Iteration 203Q: 3 clusters Score -1.096076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -10960760.000000 Penalty: 5541.791504
	Iteration 204Q: 3 clusters Score -1.096076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -10960771.000000 Penalty: 5541.791504
	Iteration 205Q: 3 clusters Score -1.096077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -10960753.000000 Penalty: 5541.791504
	Iteration 206Q: 3 clusters Score -1.096075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -10960773.000000 Penalty: 5541.791504
	Iteration 207Q: 3 clusters Score -1.096077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -10960767.000000 Penalty: 5541.791504
	Iteration 208Q: 3 clusters Score -1.096077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -10960754.000000 Penalty: 5541.791504
	Iteration 209Q: 3 clusters Score -1.096075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -10960753.000000 Penalty: 5541.791504
	Iteration 210Q: 3 clusters Score -1.096075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -10960742.000000 Penalty: 5541.791504
	Iteration 211Q: 3 clusters Score -1.096074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -10960745.000000 Penalty: 5541.791504
	Iteration 212Q: 3 clusters Score -1.096074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -10960745.000000 Penalty: 5541.791504
	Iteration 213Q: 3 clusters Score -1.096074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -10960731.000000 Penalty: 5541.791504
	Iteration 214Q: 3 clusters Score -1.096073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -10960728.000000 Penalty: 5541.791504
	Iteration 215Q: 3 clusters Score -1.096073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -10960733.000000 Penalty: 5541.791504
	Iteration 216Q: 3 clusters Score -1.096073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -10960733.000000 Penalty: 5541.791504
	Iteration 217Q: 3 clusters Score -1.096073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -10960729.000000 Penalty: 5541.791504
	Iteration 218Q: 3 clusters Score -1.096073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -10960731.000000 Penalty: 5541.791504
	Iteration 219Q: 3 clusters Score -1.096073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -10960742.000000 Penalty: 5541.791504
	Iteration 220F: 3 clusters Score -1.096074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -10960735.000000 Penalty: 5541.791504
	Iteration 221Q: 3 clusters Score -1.096074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -10960717.000000 Penalty: 5541.791504
	Iteration 222Q: 3 clusters Score -1.096072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -10960712.000000 Penalty: 5541.791504
	Iteration 223Q: 3 clusters Score -1.096071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -10960718.000000 Penalty: 5541.791504
	Iteration 224Q: 3 clusters Score -1.096072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -10960712.000000 Penalty: 5541.791504
	Iteration 225Q: 3 clusters Score -1.096071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -10960720.000000 Penalty: 5541.791504
	Iteration 226Q: 3 clusters Score -1.096072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -10960728.000000 Penalty: 5541.791504
	Iteration 227Q: 3 clusters Score -1.096073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -10960731.000000 Penalty: 5541.791504
	Iteration 228Q: 3 clusters Score -1.096073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -10960740.000000 Penalty: 5541.791504
	Iteration 229Q: 3 clusters Score -1.096074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -10960757.000000 Penalty: 5541.791504
	Iteration 230Q: 3 clusters Score -1.096076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -10960748.000000 Penalty: 5541.791504
	Iteration 231Q: 3 clusters Score -1.096075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -10960747.000000 Penalty: 5541.791504
	Iteration 232Q: 3 clusters Score -1.096075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -10960747.000000 Penalty: 5541.791504
	Iteration 233Q: 3 clusters Score -1.096075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -10960744.000000 Penalty: 5541.791504
	Iteration 234Q: 3 clusters Score -1.096074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -10960741.000000 Penalty: 5541.791504
	Iteration 235Q: 3 clusters Score -1.096074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -10960739.000000 Penalty: 5541.791504
	Iteration 236Q: 3 clusters Score -1.096074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -10960746.000000 Penalty: 5541.791504
	Iteration 237Q: 3 clusters Score -1.096075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -10960744.000000 Penalty: 5541.791504
	Iteration 238Q: 3 clusters Score -1.096074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -10960744.000000 Penalty: 5541.791504
	Iteration 239Q: 3 clusters Score -1.096074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -10960730.000000 Penalty: 5541.791504
	Iteration 240F: 3 clusters Score -1.096073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -10960739.000000 Penalty: 5541.791504
	Iteration 241Q: 3 clusters Score -1.096074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -10960752.000000 Penalty: 5541.791504
	Iteration 242Q: 3 clusters Score -1.096075e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -10960761.000000 Penalty: 5541.791504
	Iteration 243Q: 3 clusters Score -1.096076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -10960757.000000 Penalty: 5541.791504
	Iteration 244Q: 3 clusters Score -1.096076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -10960769.000000 Penalty: 5541.791504
	Iteration 245Q: 3 clusters Score -1.096077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -10960776.000000 Penalty: 5541.791504
	Iteration 246Q: 3 clusters Score -1.096078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -10960788.000000 Penalty: 5541.791504
	Iteration 247Q: 3 clusters Score -1.096079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -10960785.000000 Penalty: 5541.791504
	Iteration 248Q: 3 clusters Score -1.096078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -10960791.000000 Penalty: 5541.791504
	Iteration 249Q: 3 clusters Score -1.096079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -10960799.000000 Penalty: 5541.791504
	Iteration 250Q: 3 clusters Score -1.09608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -10960785.000000 Penalty: 5541.791504
	Iteration 251Q: 3 clusters Score -1.096078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -10960795.000000 Penalty: 5541.791504
	Iteration 252Q: 3 clusters Score -1.09608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -10960795.000000 Penalty: 5541.791504
	Iteration 253Q: 3 clusters Score -1.09608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -10960791.000000 Penalty: 5541.791504
	Iteration 254Q: 3 clusters Score -1.096079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -10960807.000000 Penalty: 5541.791504
	Iteration 255Q: 3 clusters Score -1.096081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -10960796.000000 Penalty: 5541.791504
	Iteration 256Q: 3 clusters Score -1.09608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -10960778.000000 Penalty: 5541.791504
	Iteration 257Q: 3 clusters Score -1.096078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -10960759.000000 Penalty: 5541.791504
	Iteration 258Q: 3 clusters Score -1.096076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -10960778.000000 Penalty: 5541.791504
	Iteration 259Q: 3 clusters Score -1.096078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -10960770.000000 Penalty: 5541.791504
	Iteration 260F: 3 clusters Score -1.096077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -10960778.000000 Penalty: 5541.791504
	Iteration 261Q: 3 clusters Score -1.096078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -10960764.000000 Penalty: 5541.791504
	Iteration 262Q: 3 clusters Score -1.096076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -10960781.000000 Penalty: 5541.791504
	Iteration 263Q: 3 clusters Score -1.096078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -10960788.000000 Penalty: 5541.791504
	Iteration 264Q: 3 clusters Score -1.096079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -10960782.000000 Penalty: 5541.791504
	Iteration 265Q: 3 clusters Score -1.096078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -10960775.000000 Penalty: 5541.791504
	Iteration 266Q: 3 clusters Score -1.096078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -10960778.000000 Penalty: 5541.791504
	Iteration 267Q: 3 clusters Score -1.096078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -10960765.000000 Penalty: 5541.791504
	Iteration 268Q: 3 clusters Score -1.096076e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -10960781.000000 Penalty: 5541.791504
	Iteration 269Q: 3 clusters Score -1.096078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -10960772.000000 Penalty: 5541.791504
	Iteration 270Q: 3 clusters Score -1.096077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -10960784.000000 Penalty: 5541.791504
	Iteration 271Q: 3 clusters Score -1.096078e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -10960793.000000 Penalty: 5541.791504
	Iteration 272Q: 3 clusters Score -1.096079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -10960800.000000 Penalty: 5541.791504
	Iteration 273Q: 3 clusters Score -1.09608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -10960798.000000 Penalty: 5541.791504
	Iteration 274Q: 3 clusters Score -1.09608e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -10960783.000000 Penalty: 5541.791504
	Iteration 275Q: 3 clusters Score -1.096078e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -10960793.000000 Penalty: 5541.791504
	Iteration 276Q: 3 clusters Score -1.096079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -10960811.000000 Penalty: 5541.791504
	Iteration 277Q: 3 clusters Score -1.096081e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -10960808.000000 Penalty: 5541.791504
	Iteration 278Q: 3 clusters Score -1.096081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -10960812.000000 Penalty: 5541.791504
	Iteration 279Q: 3 clusters Score -1.096081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -10960819.000000 Penalty: 5541.791504
	Iteration 280F: 3 clusters Score -1.096082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -10960821.000000 Penalty: 5541.791504
	Iteration 281Q: 3 clusters Score -1.096082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -10960808.000000 Penalty: 5541.791504
	Iteration 282Q: 3 clusters Score -1.096081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -10960802.000000 Penalty: 5541.791504
	Iteration 283Q: 3 clusters Score -1.09608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -10960821.000000 Penalty: 5541.791504
	Iteration 284Q: 3 clusters Score -1.096082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -10960820.000000 Penalty: 5541.791504
	Iteration 285Q: 3 clusters Score -1.096082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -10960834.000000 Penalty: 5541.791504
	Iteration 286Q: 3 clusters Score -1.096083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -10960841.000000 Penalty: 5541.791504
	Iteration 287Q: 3 clusters Score -1.096084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -10960845.000000 Penalty: 5541.791504
	Iteration 288Q: 3 clusters Score -1.096084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -10960853.000000 Penalty: 5541.791504
	Iteration 289Q: 3 clusters Score -1.096085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -10960855.000000 Penalty: 5541.791504
	Iteration 290Q: 3 clusters Score -1.096086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -10960855.000000 Penalty: 5541.791504
	Iteration 291Q: 3 clusters Score -1.096086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -10960863.000000 Penalty: 5541.791504
	Iteration 292Q: 3 clusters Score -1.096086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -10960868.000000 Penalty: 5541.791504
	Iteration 293Q: 3 clusters Score -1.096087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -10960873.000000 Penalty: 5541.791504
	Iteration 294Q: 3 clusters Score -1.096087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -10960855.000000 Penalty: 5541.791504
	Iteration 295Q: 3 clusters Score -1.096086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -10960862.000000 Penalty: 5541.791504
	Iteration 296Q: 3 clusters Score -1.096086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -10960866.000000 Penalty: 5541.791504
	Iteration 297Q: 3 clusters Score -1.096087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -10960848.000000 Penalty: 5541.791504
	Iteration 298Q: 3 clusters Score -1.096085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -10960857.000000 Penalty: 5541.791504
	Iteration 299Q: 3 clusters Score -1.096086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -10960860.000000 Penalty: 5541.791504
	Iteration 300F: 3 clusters Score -1.096086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -10960858.000000 Penalty: 5541.791504
	Iteration 301Q: 3 clusters Score -1.096086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -10960865.000000 Penalty: 5541.791504
	Iteration 302Q: 3 clusters Score -1.096086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -10960864.000000 Penalty: 5541.791504
	Iteration 303Q: 3 clusters Score -1.096086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -10960848.000000 Penalty: 5541.791504
	Iteration 304Q: 3 clusters Score -1.096085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -10960859.000000 Penalty: 5541.791504
	Iteration 305Q: 3 clusters Score -1.096086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -10960861.000000 Penalty: 5541.791504
	Iteration 306Q: 3 clusters Score -1.096086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -10960868.000000 Penalty: 5541.791504
	Iteration 307Q: 3 clusters Score -1.096087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -10960852.000000 Penalty: 5541.791504
	Iteration 308Q: 3 clusters Score -1.096085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -10960840.000000 Penalty: 5541.791504
	Iteration 309Q: 3 clusters Score -1.096084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -10960844.000000 Penalty: 5541.791504
	Iteration 310Q: 3 clusters Score -1.096084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -10960848.000000 Penalty: 5541.791504
	Iteration 311Q: 3 clusters Score -1.096085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -10960847.000000 Penalty: 5541.791504
	Iteration 312Q: 3 clusters Score -1.096085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -10960848.000000 Penalty: 5541.791504
	Iteration 313Q: 3 clusters Score -1.096085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -10960850.000000 Penalty: 5541.791504
	Iteration 314Q: 3 clusters Score -1.096085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -10960856.000000 Penalty: 5541.791504
	Iteration 315Q: 3 clusters Score -1.096086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -10960867.000000 Penalty: 5541.791504
	Iteration 316Q: 3 clusters Score -1.096087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -10960857.000000 Penalty: 5541.791504
	Iteration 317Q: 3 clusters Score -1.096086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -10960859.000000 Penalty: 5541.791504
	Iteration 318Q: 3 clusters Score -1.096086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -10960852.000000 Penalty: 5541.791504
	Iteration 319Q: 3 clusters Score -1.096085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -10960854.000000 Penalty: 5541.791504
	Iteration 320F: 3 clusters Score -1.096085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -10960860.000000 Penalty: 5541.791504
	Iteration 321Q: 3 clusters Score -1.096086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -10960857.000000 Penalty: 5541.791504
	Iteration 322Q: 3 clusters Score -1.096086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -10960864.000000 Penalty: 5541.791504
	Iteration 323Q: 3 clusters Score -1.096086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -10960862.000000 Penalty: 5541.791504
	Iteration 324Q: 3 clusters Score -1.096086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -10960867.000000 Penalty: 5541.791504
	Iteration 325Q: 3 clusters Score -1.096087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -10960865.000000 Penalty: 5541.791504
	Iteration 326Q: 3 clusters Score -1.096086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -10960863.000000 Penalty: 5541.791504
	Iteration 327Q: 3 clusters Score -1.096086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -10960873.000000 Penalty: 5541.791504
	Iteration 328Q: 3 clusters Score -1.096087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -10960870.000000 Penalty: 5541.791504
	Iteration 329Q: 3 clusters Score -1.096087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -10960877.000000 Penalty: 5541.791504
	Iteration 330Q: 3 clusters Score -1.096088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -10960876.000000 Penalty: 5541.791504
	Iteration 331Q: 3 clusters Score -1.096088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -10960884.000000 Penalty: 5541.791504
	Iteration 332Q: 3 clusters Score -1.096088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -10960885.000000 Penalty: 5541.791504
	Iteration 333Q: 3 clusters Score -1.096088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -10960885.000000 Penalty: 5541.791504
	Iteration 334Q: 3 clusters Score -1.096088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -10960897.000000 Penalty: 5541.791504
	Iteration 335Q: 3 clusters Score -1.09609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -10960894.000000 Penalty: 5541.791504
	Iteration 336Q: 3 clusters Score -1.096089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -10960886.000000 Penalty: 5541.791504
	Iteration 337Q: 3 clusters Score -1.096089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -10960885.000000 Penalty: 5541.791504
	Iteration 338Q: 3 clusters Score -1.096088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -10960890.000000 Penalty: 5541.791504
	Iteration 339Q: 3 clusters Score -1.096089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -10960899.000000 Penalty: 5541.791504
	Iteration 340F: 3 clusters Score -1.09609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -10960887.000000 Penalty: 5541.791504
	Iteration 341Q: 3 clusters Score -1.096089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -10960905.000000 Penalty: 5541.791504
	Iteration 342Q: 3 clusters Score -1.09609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -10960898.000000 Penalty: 5541.791504
	Iteration 343Q: 3 clusters Score -1.09609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -10960907.000000 Penalty: 5541.791504
	Iteration 344Q: 3 clusters Score -1.096091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -10960905.000000 Penalty: 5541.791504
	Iteration 345Q: 3 clusters Score -1.09609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -10960909.000000 Penalty: 5541.791504
	Iteration 346Q: 3 clusters Score -1.096091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -10960889.000000 Penalty: 5541.791504
	Iteration 347Q: 3 clusters Score -1.096089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -10960890.000000 Penalty: 5541.791504
	Iteration 348Q: 3 clusters Score -1.096089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -10960899.000000 Penalty: 5541.791504
	Iteration 349Q: 3 clusters Score -1.09609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -10960903.000000 Penalty: 5541.791504
	Iteration 350Q: 3 clusters Score -1.09609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -10960885.000000 Penalty: 5541.791504
	Iteration 351Q: 3 clusters Score -1.096088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -10960908.000000 Penalty: 5541.791504
	Iteration 352Q: 3 clusters Score -1.096091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -10960889.000000 Penalty: 5541.791504
	Iteration 353Q: 3 clusters Score -1.096089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -10960903.000000 Penalty: 5541.791504
	Iteration 354Q: 3 clusters Score -1.09609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -10960878.000000 Penalty: 5541.791504
	Iteration 355Q: 3 clusters Score -1.096088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -10960885.000000 Penalty: 5541.791504
	Iteration 356Q: 3 clusters Score -1.096088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -10960877.000000 Penalty: 5541.791504
	Iteration 357Q: 3 clusters Score -1.096088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -10960891.000000 Penalty: 5541.791504
	Iteration 358Q: 3 clusters Score -1.096089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -10960895.000000 Penalty: 5541.791504
	Iteration 359Q: 3 clusters Score -1.09609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -10960887.000000 Penalty: 5541.791504
	Iteration 360F: 3 clusters Score -1.096089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -10960880.000000 Penalty: 5541.791504
	Iteration 361Q: 3 clusters Score -1.096088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -10960883.000000 Penalty: 5541.791504
	Iteration 362Q: 3 clusters Score -1.096088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -10960891.000000 Penalty: 5541.791504
	Iteration 363Q: 3 clusters Score -1.096089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -10960879.000000 Penalty: 5541.791504
	Iteration 364Q: 3 clusters Score -1.096088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -10960884.000000 Penalty: 5541.791504
	Iteration 365Q: 3 clusters Score -1.096088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -10960889.000000 Penalty: 5541.791504
	Iteration 366Q: 3 clusters Score -1.096089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -10960869.000000 Penalty: 5541.791504
	Iteration 367Q: 3 clusters Score -1.096087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -10960884.000000 Penalty: 5541.791504
	Iteration 368Q: 3 clusters Score -1.096088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -10960893.000000 Penalty: 5541.791504
	Iteration 369Q: 3 clusters Score -1.096089e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -10960882.000000 Penalty: 5541.791504
	Iteration 370Q: 3 clusters Score -1.096088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -10960892.000000 Penalty: 5541.791504
	Iteration 371Q: 3 clusters Score -1.096089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -10960899.000000 Penalty: 5541.791504
	Iteration 372Q: 3 clusters Score -1.09609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -10960892.000000 Penalty: 5541.791504
	Iteration 373Q: 3 clusters Score -1.096089e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -10960884.000000 Penalty: 5541.791504
	Iteration 374Q: 3 clusters Score -1.096088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10960881.000000 Penalty: 5541.791504
	Iteration 375Q: 3 clusters Score -1.096088e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -10960865.000000 Penalty: 5541.791504
	Iteration 376Q: 3 clusters Score -1.096086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -10960882.000000 Penalty: 5541.791504
	Iteration 377Q: 3 clusters Score -1.096088e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -10960896.000000 Penalty: 5541.791504
	Iteration 378Q: 3 clusters Score -1.09609e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -10960892.000000 Penalty: 5541.791504
	Iteration 379Q: 3 clusters Score -1.096089e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -10960888.000000 Penalty: 5541.791504
	Iteration 380F: 3 clusters Score -1.096089e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -10960866.000000 Penalty: 5541.791504
	Iteration 381Q: 3 clusters Score -1.096087e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -10960869.000000 Penalty: 5541.791504
	Iteration 382Q: 3 clusters Score -1.096087e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -10960877.000000 Penalty: 5541.791504
	Iteration 383Q: 3 clusters Score -1.096088e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -10960893.000000 Penalty: 5541.791504
	Iteration 384Q: 3 clusters Score -1.096089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -10960887.000000 Penalty: 5541.791504
	Iteration 385Q: 3 clusters Score -1.096089e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -10960882.000000 Penalty: 5541.791504
	Iteration 386Q: 3 clusters Score -1.096088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -10960885.000000 Penalty: 5541.791504
	Iteration 387Q: 3 clusters Score -1.096088e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -10960886.000000 Penalty: 5541.791504
	Iteration 388Q: 3 clusters Score -1.096089e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -10960892.000000 Penalty: 5541.791504
	Iteration 389Q: 3 clusters Score -1.096089e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -10960886.000000 Penalty: 5541.791504
	Iteration 390Q: 3 clusters Score -1.096089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -10960886.000000 Penalty: 5541.791504
	Iteration 391Q: 3 clusters Score -1.096089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -10960902.000000 Penalty: 5541.791504
	Iteration 392Q: 3 clusters Score -1.09609e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -10960902.000000 Penalty: 5541.791504
	Iteration 393Q: 3 clusters Score -1.09609e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -10960912.000000 Penalty: 5541.791504
	Iteration 394Q: 3 clusters Score -1.096091e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -10960939.000000 Penalty: 5541.791504
	Iteration 395Q: 3 clusters Score -1.096094e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -10960963.000000 Penalty: 5541.791504
	Iteration 396Q: 3 clusters Score -1.096096e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -10960974.000000 Penalty: 5541.791504
	Iteration 397Q: 3 clusters Score -1.096097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -10960981.000000 Penalty: 5541.791504
	Iteration 398Q: 3 clusters Score -1.096098e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -10960990.000000 Penalty: 5541.791504
	Iteration 399Q: 3 clusters Score -1.096099e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -10961025.000000 Penalty: 5541.791504
	Iteration 400F: 3 clusters Score -1.096102e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -10961042.000000 Penalty: 5541.791504
	Iteration 401Q: 3 clusters Score -1.096104e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -10961083.000000 Penalty: 5541.791504
	Iteration 402Q: 3 clusters Score -1.096108e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -10961093.000000 Penalty: 5541.791504
	Iteration 403Q: 3 clusters Score -1.096109e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -10961111.000000 Penalty: 5541.791504
	Iteration 404Q: 3 clusters Score -1.096111e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -10961092.000000 Penalty: 5541.791504
	Iteration 405Q: 3 clusters Score -1.096109e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -10961092.000000 Penalty: 5541.791504
	Iteration 406Q: 3 clusters Score -1.096109e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -10961109.000000 Penalty: 5541.791504
	Iteration 407Q: 3 clusters Score -1.096111e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -10961159.000000 Penalty: 5541.791504
	Iteration 408Q: 3 clusters Score -1.096116e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -10961161.000000 Penalty: 5541.791504
	Iteration 409Q: 3 clusters Score -1.096116e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -10961159.000000 Penalty: 5541.791504
	Iteration 410Q: 3 clusters Score -1.096116e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -10961181.000000 Penalty: 5541.791504
	Iteration 411Q: 3 clusters Score -1.096118e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -10961204.000000 Penalty: 5541.791504
	Iteration 412Q: 3 clusters Score -1.09612e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -10961229.000000 Penalty: 5541.791504
	Iteration 413Q: 3 clusters Score -1.096123e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -10961234.000000 Penalty: 5541.791504
	Iteration 414Q: 3 clusters Score -1.096123e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -10961233.000000 Penalty: 5541.791504
	Iteration 415Q: 3 clusters Score -1.096123e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -10961260.000000 Penalty: 5541.791504
	Iteration 416Q: 3 clusters Score -1.096126e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -10961282.000000 Penalty: 5541.791504
	Iteration 417Q: 3 clusters Score -1.096128e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -10961294.000000 Penalty: 5541.791504
	Iteration 418Q: 3 clusters Score -1.096129e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -10961297.000000 Penalty: 5541.791504
	Iteration 419Q: 3 clusters Score -1.09613e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -10961339.000000 Penalty: 5541.791504
	Iteration 420F: 3 clusters Score -1.096134e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -10961365.000000 Penalty: 5541.791504
	Iteration 421Q: 3 clusters Score -1.096136e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -10961374.000000 Penalty: 5541.791504
	Iteration 422Q: 3 clusters Score -1.096137e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -10961387.000000 Penalty: 5541.791504
	Iteration 423Q: 3 clusters Score -1.096139e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -10961408.000000 Penalty: 5541.791504
	Iteration 424Q: 3 clusters Score -1.096141e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -10961443.000000 Penalty: 5541.791504
	Iteration 425Q: 3 clusters Score -1.096144e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -10961443.000000 Penalty: 5541.791504
	Iteration 426Q: 3 clusters Score -1.096144e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -10961441.000000 Penalty: 5541.791504
	Iteration 427Q: 3 clusters Score -1.096144e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -10961516.000000 Penalty: 5541.791504
	Iteration 428Q: 3 clusters Score -1.096152e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -10961487.000000 Penalty: 5541.791504
	Iteration 429Q: 3 clusters Score -1.096149e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -10961504.000000 Penalty: 5541.791504
	Iteration 430Q: 3 clusters Score -1.09615e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -10961532.000000 Penalty: 5541.791504
	Iteration 431Q: 3 clusters Score -1.096153e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -10961551.000000 Penalty: 5541.791504
	Iteration 432Q: 3 clusters Score -1.096155e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -10961569.000000 Penalty: 5541.791504
	Iteration 433Q: 3 clusters Score -1.096157e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -10961605.000000 Penalty: 5541.791504
	Iteration 434Q: 3 clusters Score -1.09616e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -10961621.000000 Penalty: 5541.791504
	Iteration 435Q: 3 clusters Score -1.096162e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -10961700.000000 Penalty: 5541.791504
	Iteration 436Q: 3 clusters Score -1.09617e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -10961755.000000 Penalty: 5541.791504
	Iteration 437Q: 3 clusters Score -1.096176e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -10961791.000000 Penalty: 5541.791504
	Iteration 438Q: 3 clusters Score -1.096179e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -10961798.000000 Penalty: 5541.791504
	Iteration 439Q: 3 clusters Score -1.09618e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -10961879.000000 Penalty: 5541.791504
	Iteration 440F: 3 clusters Score -1.096188e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -10961907.000000 Penalty: 5541.791504
	Iteration 441Q: 3 clusters Score -1.096191e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -10961949.000000 Penalty: 5541.791504
	Iteration 442Q: 3 clusters Score -1.096195e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -10962018.000000 Penalty: 5541.791504
	Iteration 443Q: 3 clusters Score -1.096202e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -10962027.000000 Penalty: 5541.791504
	Iteration 444Q: 3 clusters Score -1.096203e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -10962064.000000 Penalty: 5541.791504
	Iteration 445Q: 3 clusters Score -1.096206e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -10962156.000000 Penalty: 5541.791504
	Iteration 446Q: 3 clusters Score -1.096216e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -10962260.000000 Penalty: 5541.791504
	Iteration 447Q: 3 clusters Score -1.096226e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -10962320.000000 Penalty: 5541.791504
	Iteration 448Q: 3 clusters Score -1.096232e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -10962395.000000 Penalty: 5541.791504
	Iteration 449Q: 3 clusters Score -1.09624e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -10962493.000000 Penalty: 5541.791504
	Iteration 450Q: 3 clusters Score -1.096249e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -10962579.000000 Penalty: 5541.791504
	Iteration 451Q: 3 clusters Score -1.096258e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -10962736.000000 Penalty: 5541.791504
	Iteration 452Q: 3 clusters Score -1.096274e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10962879.000000 Penalty: 5541.791504
	Iteration 453Q: 3 clusters Score -1.096288e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -10962987.000000 Penalty: 5541.791504
	Iteration 454Q: 3 clusters Score -1.096299e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -10963107.000000 Penalty: 5541.791504
	Iteration 455Q: 3 clusters Score -1.096311e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -10963188.000000 Penalty: 5541.791504
	Iteration 456Q: 3 clusters Score -1.096319e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -10963288.000000 Penalty: 5541.791504
	Iteration 457Q: 3 clusters Score -1.096329e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10963395.000000 Penalty: 5541.791504
	Iteration 458Q: 3 clusters Score -1.09634e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -10963480.000000 Penalty: 5541.791504
	Iteration 459Q: 3 clusters Score -1.096348e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10963602.000000 Penalty: 5541.791504
	Iteration 460F: 3 clusters Score -1.09636e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -10963728.000000 Penalty: 5541.791504
	Iteration 461Q: 3 clusters Score -1.096373e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10963861.000000 Penalty: 5541.791504
	Iteration 462Q: 3 clusters Score -1.096386e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -10963965.000000 Penalty: 5541.791504
	Iteration 463Q: 3 clusters Score -1.096396e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10964086.000000 Penalty: 5541.791504
	Iteration 464Q: 3 clusters Score -1.096409e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10964215.000000 Penalty: 5541.791504
	Iteration 465Q: 3 clusters Score -1.096422e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10964289.000000 Penalty: 5541.791504
	Iteration 466Q: 3 clusters Score -1.096429e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10964328.000000 Penalty: 5541.791504
	Iteration 467Q: 3 clusters Score -1.096433e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10964376.000000 Penalty: 5541.791504
	Iteration 468Q: 3 clusters Score -1.096438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10964437.000000 Penalty: 5541.791504
	Iteration 469Q: 3 clusters Score -1.096444e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10964470.000000 Penalty: 5541.791504
	Iteration 470Q: 3 clusters Score -1.096447e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10964484.000000 Penalty: 5541.791504
	Iteration 471Q: 3 clusters Score -1.096448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10964522.000000 Penalty: 5541.791504
	Iteration 472Q: 3 clusters Score -1.096452e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10964536.000000 Penalty: 5541.791504
	Iteration 473Q: 3 clusters Score -1.096454e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10964579.000000 Penalty: 5541.791504
	Iteration 474Q: 3 clusters Score -1.096458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10964595.000000 Penalty: 5541.791504
	Iteration 475Q: 3 clusters Score -1.09646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10964610.000000 Penalty: 5541.791504
	Iteration 476Q: 3 clusters Score -1.096461e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10964628.000000 Penalty: 5541.791504
	Iteration 477Q: 3 clusters Score -1.096463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10964643.000000 Penalty: 5541.791504
	Iteration 478Q: 3 clusters Score -1.096464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10964636.000000 Penalty: 5541.791504
	Iteration 479Q: 3 clusters Score -1.096464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10964642.000000 Penalty: 5541.791504
	Iteration 480F: 3 clusters Score -1.096464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10964641.000000 Penalty: 5541.791504
	Iteration 481Q: 3 clusters Score -1.096464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10964640.000000 Penalty: 5541.791504
	Iteration 482Q: 3 clusters Score -1.096464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10964645.000000 Penalty: 5541.791504
	Iteration 483Q: 3 clusters Score -1.096464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10964642.000000 Penalty: 5541.791504
	Iteration 484Q: 3 clusters Score -1.096464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10964639.000000 Penalty: 5541.791504
	Iteration 485Q: 3 clusters Score -1.096464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10964649.000000 Penalty: 5541.791504
	Iteration 486Q: 3 clusters Score -1.096465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10964652.000000 Penalty: 5541.791504
	Iteration 487Q: 3 clusters Score -1.096465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10964645.000000 Penalty: 5541.791504
	Iteration 488Q: 3 clusters Score -1.096464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10964639.000000 Penalty: 5541.791504
	Iteration 489Q: 3 clusters Score -1.096464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10964634.000000 Penalty: 5541.791504
	Iteration 490Q: 3 clusters Score -1.096463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10964637.000000 Penalty: 5541.791504
	Iteration 491Q: 3 clusters Score -1.096464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10964633.000000 Penalty: 5541.791504
	Iteration 492Q: 3 clusters Score -1.096463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10964645.000000 Penalty: 5541.791504
	Iteration 493Q: 3 clusters Score -1.096464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10964651.000000 Penalty: 5541.791504
	Iteration 494Q: 3 clusters Score -1.096465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10964648.000000 Penalty: 5541.791504
	Iteration 495Q: 3 clusters Score -1.096465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10964645.000000 Penalty: 5541.791504
	Iteration 496Q: 3 clusters Score -1.096464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10964643.000000 Penalty: 5541.791504
	Iteration 497Q: 3 clusters Score -1.096464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10964663.000000 Penalty: 5541.791504
	Iteration 498Q: 3 clusters Score -1.096466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10964654.000000 Penalty: 5541.791504
	Iteration 499Q: 3 clusters Score -1.096465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10964656.000000 Penalty: 5541.791504
	Iteration 500F: 3 clusters Score -1.096466e+07 nChanged 3
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 32 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -758289.000000 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -758289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -753730.500000 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -753730.5 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -754852.187500 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -754852.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -755147.562500 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -755147.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -755353.000000 Penalty: 4243.408691
	Iteration 3F: 3 clusters Score -755353 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -755581.000000 Penalty: 4243.408691
	Iteration 4F: 3 clusters Score -755581 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -755841.187500 Penalty: 4243.408691
	Iteration 5F: 3 clusters Score -755841.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -756132.750000 Penalty: 4243.408691
	Iteration 6F: 3 clusters Score -756132.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -756378.812500 Penalty: 4243.408691
	Iteration 7F: 3 clusters Score -756378.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -756541.000000 Penalty: 4243.408691
	Iteration 8Q: 3 clusters Score -756541 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -756665.062500 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -756665.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -756768.937500 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -756768.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -756840.562500 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -756840.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -756897.937500 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -756897.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -756938.375000 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -756938.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -756975.062500 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -756975.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -756997.812500 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -756997.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -757017.187500 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -757017.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -757032.562500 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -757032.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -757045.687500 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -757045.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -757053.875000 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -757053.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -757062.187500 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -757062.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -757069.812500 Penalty: 4243.408691
	Iteration 21Q: 3 clusters Score -757069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -757080.062500 Penalty: 4243.408691
	Iteration 22Q: 3 clusters Score -757080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -757083.437500 Penalty: 4243.408691
	Iteration 23Q: 3 clusters Score -757083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -757085.500000 Penalty: 4243.408691
	Iteration 24Q: 3 clusters Score -757085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -757087.125000 Penalty: 4243.408691
	Iteration 25Q: 3 clusters Score -757087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -757087.562500 Penalty: 4243.408691
	Iteration 26Q: 3 clusters Score -757087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -757087.562500 Penalty: 4243.408691
	Iteration 27F: 3 clusters Score -757087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -354992.343750 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -354992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -352074.062500 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -352074.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -352827.125000 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -352827.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -353080.468750 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -353080.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -353316.906250 Penalty: 3872.524902
	Iteration 3F: 3 clusters Score -353316.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -353522.968750 Penalty: 3872.524902
	Iteration 4F: 3 clusters Score -353523 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -353707.156250 Penalty: 3872.524902
	Iteration 5F: 3 clusters Score -353707.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -353906.312500 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -353906.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -354084.406250 Penalty: 3872.524902
	Iteration 7F: 3 clusters Score -354084.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -354197.031250 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -354197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -354278.593750 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -354278.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -354338.687500 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -354338.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -354403.937500 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -354403.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -354446.750000 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -354446.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -354471.250000 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -354471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -354492.937500 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -354492.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -354518.250000 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -354518.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -354547.625000 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -354547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -354568.062500 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -354568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -354583.875000 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -354583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -354599.593750 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -354599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -354610.343750 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -354610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -354619.031250 Penalty: 3872.524902
	Iteration 21Q: 3 clusters Score -354619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -354626.406250 Penalty: 3872.524902
	Iteration 22Q: 3 clusters Score -354626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -354631.250000 Penalty: 3872.524902
	Iteration 23Q: 3 clusters Score -354631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -354636.562500 Penalty: 3872.524902
	Iteration 24Q: 3 clusters Score -354636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -354645.718750 Penalty: 3872.524902
	Iteration 25Q: 3 clusters Score -354645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -354652.062500 Penalty: 3872.524902
	Iteration 26Q: 3 clusters Score -354652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -354655.062500 Penalty: 3872.524902
	Iteration 27Q: 3 clusters Score -354655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -354655.062500 Penalty: 3872.524902
	Iteration 28F: 3 clusters Score -354655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -101197.171875 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -101197.2 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 330 members 
Entering Unmasked Estep 
Score: -99576.437500 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -99576.44 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99864.531250 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -99864.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -100064.523438 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -100064.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -100251.406250 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -100251.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -100432.312500 Penalty: 3250.750977
	Iteration 4F: 3 clusters Score -100432.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -100579.187500 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -100579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -100653.281250 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -100653.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -100683.453125 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -100683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -100703.492188 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -100703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -100706.632812 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -100706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -100708.867188 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -100708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -100710.359375 Penalty: 3250.750977
	Iteration 11F: 3 clusters Score -100710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -100717.078125 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -100717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -100721.882812 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -100721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -100721.882812 Penalty: 3250.750977
	Iteration 14F: 3 clusters Score -100721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -160329.453125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -160329.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -158376.796875 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -158376.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -158731.671875 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -158731.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158881.984375 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -158882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159018.906250 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -159018.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159138.531250 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -159138.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159283.968750 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -159284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159476.500000 Penalty: 3477.114746
	Iteration 6F: 3 clusters Score -159476.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159662.000000 Penalty: 3477.114746
	Iteration 7F: 3 clusters Score -159662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159821.406250 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -159821.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159874.578125 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -159874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159913.609375 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -159913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159933.671875 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -159933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -159940.921875 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -159940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159945.796875 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -159945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159945.796875 Penalty: 3477.114746
	Iteration 14F: 3 clusters Score -159945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -110501.929688 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -110501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108734.820312 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -108734.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108986.726562 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -108986.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -109105.625000 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -109105.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109181.320312 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -109181.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -109238.359375 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -109238.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109295.570312 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -109295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109350.140625 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -109350.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109397.289062 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -109397.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109434.046875 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -109434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109467.625000 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -109467.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -109506.953125 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -109507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109544.015625 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -109544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109580.351562 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -109580.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109609.289062 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -109609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -109634.921875 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -109634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109663.101562 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -109663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109683.343750 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -109683.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109704.609375 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -109704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109722.945312 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -109722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109732.187500 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -109732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -109737.304688 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -109737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -109750.281250 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -109750.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109760.414062 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -109760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -109764.898438 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -109764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109765.890625 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -109765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109765.890625 Penalty: 3304.913818
	Iteration 25F: 3 clusters Score -109765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172384 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 20631 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 23 contains 26202 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35954 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 71180 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70326408.000000 Penalty: 126339.585938
Iteration 79Q: 40 clusters Score -7.032641e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172485 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 27845 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46462 members 
Mstep: Class 15 contains 20633 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 26113 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 36154 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 555 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 71144 members 
Mstep: Class 32 contains 5196 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 327 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 3646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70327728.000000 Penalty: 126339.585938
Iteration 80F: 40 clusters Score -7.032773e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172470 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 27896 members 
Mstep: Class 5 contains 7029 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3236 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 11736 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 46457 members 
Mstep: Class 15 contains 20538 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 25994 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 36100 members 
Mstep: Class 26 contains 1083 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 552 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 71035 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2459 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70328976.000000 Penalty: 126339.585938
Iteration 81Q: 40 clusters Score -7.032898e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172534 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 27933 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46446 members 
Mstep: Class 15 contains 20451 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 1151 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 25883 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 36076 members 
Mstep: Class 26 contains 1087 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 551 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 70950 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329400.000000 Penalty: 126339.585938
Iteration 82Q: 40 clusters Score -7.03294e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172588 members 
Mstep: Class 3 contains 238 members 
Mstep: Class 4 contains 27957 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11731 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46436 members 
Mstep: Class 15 contains 20419 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 9748 members 
Mstep: Class 19 contains 1145 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25784 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 36026 members 
Mstep: Class 26 contains 1090 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70888 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329728.000000 Penalty: 126339.585938
Iteration 83Q: 40 clusters Score -7.032973e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172690 members 
Mstep: Class 3 contains 236 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46438 members 
Mstep: Class 15 contains 20371 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 1139 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25690 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35985 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70822 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70329896.000000 Penalty: 126339.585938
Iteration 84Q: 40 clusters Score -7.03299e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172819 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 28000 members 
Mstep: Class 5 contains 6944 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3494 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 46434 members 
Mstep: Class 15 contains 20332 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25595 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35933 members 
Mstep: Class 26 contains 1095 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70753 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 360 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330256.000000 Penalty: 126339.585938
Iteration 85Q: 40 clusters Score -7.033026e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 172928 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 28015 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 46433 members 
Mstep: Class 15 contains 20299 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25500 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35875 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70715 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330664.000000 Penalty: 126339.585938
Iteration 86Q: 40 clusters Score -7.033066e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173012 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 28031 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46429 members 
Mstep: Class 15 contains 20282 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 9723 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25411 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35827 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 2455 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70696 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330608.000000 Penalty: 126339.585938
Iteration 87Q: 40 clusters Score -7.033061e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173105 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 28051 members 
Mstep: Class 5 contains 6879 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46424 members 
Mstep: Class 15 contains 20274 members 
Mstep: Class 16 contains 811 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25323 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35766 members 
Mstep: Class 26 contains 1103 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70672 members 
Mstep: Class 32 contains 5184 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1112 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330840.000000 Penalty: 126339.585938
Iteration 88Q: 40 clusters Score -7.033084e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173213 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28068 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 20271 members 
Mstep: Class 16 contains 815 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 1131 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25233 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35722 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70636 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1112 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331048.000000 Penalty: 126339.585938
Iteration 89Q: 40 clusters Score -7.033105e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173329 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28079 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 9708 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25146 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 35687 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70611 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2457 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330968.000000 Penalty: 126339.585938
Iteration 90Q: 40 clusters Score -7.033097e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173434 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28092 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46402 members 
Mstep: Class 15 contains 20260 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 25056 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 35672 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2450 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70605 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331024.000000 Penalty: 126339.585938
Iteration 91Q: 40 clusters Score -7.033102e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173510 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28106 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46401 members 
Mstep: Class 15 contains 20253 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9683 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24965 members 
Mstep: Class 24 contains 2876 members 
Mstep: Class 25 contains 35659 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2449 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 70621 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330992.000000 Penalty: 126339.585938
Iteration 92Q: 40 clusters Score -7.033099e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173585 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28121 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46396 members 
Mstep: Class 15 contains 20251 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9681 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24879 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 35643 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2448 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 70617 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331024.000000 Penalty: 126339.585938
Iteration 93Q: 40 clusters Score -7.033102e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173663 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28134 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46393 members 
Mstep: Class 15 contains 20253 members 
Mstep: Class 16 contains 821 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 9671 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24792 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35639 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 70613 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331016.000000 Penalty: 126339.585938
Iteration 94Q: 40 clusters Score -7.033102e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173756 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28148 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46391 members 
Mstep: Class 15 contains 20251 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9658 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24706 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35643 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 70604 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331008.000000 Penalty: 126339.585938
Iteration 95Q: 40 clusters Score -7.033101e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173833 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28159 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46386 members 
Mstep: Class 15 contains 20249 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24623 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35640 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 70603 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330952.000000 Penalty: 126339.585938
Iteration 96Q: 40 clusters Score -7.033095e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173911 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28175 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 20247 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24541 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35648 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2122 members 
Mstep: Class 31 contains 70592 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330840.000000 Penalty: 126339.585938
Iteration 97Q: 40 clusters Score -7.033084e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173992 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28191 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46379 members 
Mstep: Class 15 contains 20244 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24445 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35651 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70594 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330936.000000 Penalty: 126339.585938
Iteration 98Q: 40 clusters Score -7.033094e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174061 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28206 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46378 members 
Mstep: Class 15 contains 20242 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 9650 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24357 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35651 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70600 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70330896.000000 Penalty: 126339.585938
Iteration 99Q: 40 clusters Score -7.03309e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174131 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 28223 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46373 members 
Mstep: Class 15 contains 20238 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 24263 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 35647 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 548 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70615 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70331464.000000 Penalty: 126339.585938
Iteration 100F: 40 clusters Score -7.033146e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174192 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 28243 members 
Mstep: Class 5 contains 6824 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3885 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 15 contains 20233 members 
Mstep: Class 16 contains 811 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 9648 members 
Mstep: Class 19 contains 1133 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 24178 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 35633 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 548 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70628 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332344.000000 Penalty: 126339.585938
Iteration 101Q: 40 clusters Score -7.033234e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174238 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 28273 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46361 members 
Mstep: Class 15 contains 20231 members 
Mstep: Class 16 contains 798 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 9647 members 
Mstep: Class 19 contains 1129 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 24093 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 35620 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 548 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70636 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 2454 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332528.000000 Penalty: 126339.585938
Iteration 102Q: 40 clusters Score -7.033253e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174288 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 28288 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46361 members 
Mstep: Class 15 contains 20231 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 1127 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 24002 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 35604 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 548 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70660 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 2454 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 786 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332664.000000 Penalty: 126339.585938
Iteration 103Q: 40 clusters Score -7.033266e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174342 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28299 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 15 contains 20228 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1063 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23928 members 
Mstep: Class 24 contains 2862 members 
Mstep: Class 25 contains 35594 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70675 members 
Mstep: Class 32 contains 5175 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 787 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332752.000000 Penalty: 126339.585938
Iteration 104Q: 40 clusters Score -7.033275e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174404 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28310 members 
Mstep: Class 5 contains 6815 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 15 contains 20222 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9656 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23855 members 
Mstep: Class 24 contains 2859 members 
Mstep: Class 25 contains 35590 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 544 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70677 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332784.000000 Penalty: 126339.585938
Iteration 105Q: 40 clusters Score -7.033278e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174451 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28324 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3946 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46347 members 
Mstep: Class 15 contains 20215 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 1118 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23798 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 35585 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70674 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 790 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332864.000000 Penalty: 126339.585938
Iteration 106Q: 40 clusters Score -7.033286e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174494 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28336 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46343 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23729 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 35578 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70690 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332808.000000 Penalty: 126339.585938
Iteration 107Q: 40 clusters Score -7.033281e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174533 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28347 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3956 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46340 members 
Mstep: Class 15 contains 20215 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 9656 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23667 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70707 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 2453 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332864.000000 Penalty: 126339.585938
Iteration 108Q: 40 clusters Score -7.033286e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174573 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28352 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11687 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 15 contains 20216 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23604 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70721 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332888.000000 Penalty: 126339.585938
Iteration 109Q: 40 clusters Score -7.033289e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174616 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28356 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11684 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46333 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23554 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70729 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332936.000000 Penalty: 126339.585938
Iteration 110Q: 40 clusters Score -7.033294e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174657 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28356 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11685 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46327 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 9658 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23495 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 70748 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333008.000000 Penalty: 126339.585938
Iteration 111Q: 40 clusters Score -7.033301e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174694 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28361 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11687 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46324 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 9658 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23448 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35563 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70755 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 2451 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333040.000000 Penalty: 126339.585938
Iteration 112Q: 40 clusters Score -7.033304e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174736 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28369 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11684 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46325 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23395 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35557 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70758 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333048.000000 Penalty: 126339.585938
Iteration 113Q: 40 clusters Score -7.033305e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174788 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28376 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11685 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46324 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23341 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35555 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70756 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332944.000000 Penalty: 126339.585938
Iteration 114Q: 40 clusters Score -7.033294e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174829 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28383 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11684 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46326 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23275 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70768 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332864.000000 Penalty: 126339.585938
Iteration 115Q: 40 clusters Score -7.033286e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174853 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28386 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11687 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 46323 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23208 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70798 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1108 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332896.000000 Penalty: 126339.585938
Iteration 116Q: 40 clusters Score -7.03329e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174892 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28389 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46317 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23135 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70834 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332872.000000 Penalty: 126339.585938
Iteration 117Q: 40 clusters Score -7.033287e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174921 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28394 members 
Mstep: Class 5 contains 6801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11687 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46315 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23075 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35565 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 70860 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70332880.000000 Penalty: 126339.585938
Iteration 118Q: 40 clusters Score -7.033288e+07 nChanged 122
Entering ConstructFrom: 
Score: -70332880.000000 Penalty: 126339.585938
Entering ConstructFrom: 
Trying to split cluster 1 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -97678.867188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -97678.87 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 382 members 
Entering Unmasked Estep 
Score: -95937.648438 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -95937.65 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96246.781250 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -96246.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96453.460938 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -96453.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96771.445312 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -96771.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97211.656250 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -97211.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98163.914062 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -98163.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98900.281250 Penalty: 3274.210205
	Iteration 6F: 3 clusters Score -98900.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99148.078125 Penalty: 3274.210205
	Iteration 7F: 3 clusters Score -99148.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99313.804688 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -99313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99584.312500 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -99584.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99708.296875 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -99708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99708.296875 Penalty: 3274.210205
	Iteration 11F: 3 clusters Score -99708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Entering Unmasked Estep 
Score: -70333288.000000 Penalty: 129579.062500
Splitting cluster 1 changes total score from -70332880.000000 to -70333288.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 2 (174937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174937 members 
Entering Unmasked Estep 
Score: -26716322.000000 Penalty: 2993.900879
	Iteration 0F: 2 clusters Score -2.671632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -26604600.000000 Penalty: 5987.801758
	Iteration 0F: 3 clusters Score -2.66046e+07 nChanged 83888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -26653538.000000 Penalty: 5987.801758
	Iteration 1F: 3 clusters Score -2.665354e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -26654612.000000 Penalty: 5987.801758
	Iteration 2Q: 3 clusters Score -2.665461e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -26655592.000000 Penalty: 5987.801758
	Iteration 3Q: 3 clusters Score -2.665559e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -26656716.000000 Penalty: 5987.801758
	Iteration 4Q: 3 clusters Score -2.665672e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -26657946.000000 Penalty: 5987.801758
	Iteration 5Q: 3 clusters Score -2.665795e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -26659554.000000 Penalty: 5987.801758
	Iteration 6Q: 3 clusters Score -2.665955e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -26661808.000000 Penalty: 5987.801758
	Iteration 7Q: 3 clusters Score -2.666181e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -26664936.000000 Penalty: 5987.801758
	Iteration 8Q: 3 clusters Score -2.666494e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -26670276.000000 Penalty: 5987.801758
	Iteration 9Q: 3 clusters Score -2.667028e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 114729 members 
Entering Unmasked Estep 
Score: -26677514.000000 Penalty: 5987.801758
	Iteration 10F: 3 clusters Score -2.667751e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -26685228.000000 Penalty: 5987.801758
	Iteration 11F: 3 clusters Score -2.668523e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 126248 members 
Entering Unmasked Estep 
Score: -26691030.000000 Penalty: 5987.801758
	Iteration 12Q: 3 clusters Score -2.669103e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 130524 members 
Entering Unmasked Estep 
Score: -26694138.000000 Penalty: 5987.801758
	Iteration 13Q: 3 clusters Score -2.669414e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 134601 members 
Entering Unmasked Estep 
Score: -26695936.000000 Penalty: 5987.801758
	Iteration 14Q: 3 clusters Score -2.669594e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -26697666.000000 Penalty: 5987.801758
	Iteration 15Q: 3 clusters Score -2.669767e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 142975 members 
Entering Unmasked Estep 
Score: -26699488.000000 Penalty: 5987.801758
	Iteration 16Q: 3 clusters Score -2.669949e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -26701238.000000 Penalty: 5987.801758
	Iteration 17Q: 3 clusters Score -2.670124e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -26703002.000000 Penalty: 5987.801758
	Iteration 18Q: 3 clusters Score -2.6703e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 155816 members 
Entering Unmasked Estep 
Score: -26704894.000000 Penalty: 5987.801758
	Iteration 19Q: 3 clusters Score -2.670489e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 159916 members 
Entering Unmasked Estep 
Score: -26706812.000000 Penalty: 5987.801758
	Iteration 20F: 3 clusters Score -2.670681e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -26708842.000000 Penalty: 5987.801758
	Iteration 21Q: 3 clusters Score -2.670884e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -26710382.000000 Penalty: 5987.801758
	Iteration 22Q: 3 clusters Score -2.671038e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 169844 members 
Entering Unmasked Estep 
Score: -26711868.000000 Penalty: 5987.801758
	Iteration 23Q: 3 clusters Score -2.671187e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -26712846.000000 Penalty: 5987.801758
	Iteration 24Q: 3 clusters Score -2.671285e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -26713306.000000 Penalty: 5987.801758
	Iteration 25Q: 3 clusters Score -2.671331e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173803 members 
Entering Unmasked Estep 
Score: -26713552.000000 Penalty: 5987.801758
	Iteration 26Q: 3 clusters Score -2.671355e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -26713644.000000 Penalty: 5987.801758
	Iteration 27Q: 3 clusters Score -2.671364e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -26713692.000000 Penalty: 5987.801758
	Iteration 28Q: 3 clusters Score -2.671369e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -26713752.000000 Penalty: 5987.801758
	Iteration 29Q: 3 clusters Score -2.671375e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174469 members 
Entering Unmasked Estep 
Score: -26713760.000000 Penalty: 5987.801758
	Iteration 30Q: 3 clusters Score -2.671376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -26713776.000000 Penalty: 5987.801758
	Iteration 31Q: 3 clusters Score -2.671378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 174519 members 
Entering Unmasked Estep 
Score: -26713768.000000 Penalty: 5987.801758
	Iteration 32Q: 3 clusters Score -2.671377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -26713804.000000 Penalty: 5987.801758
	Iteration 33Q: 3 clusters Score -2.67138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -26713800.000000 Penalty: 5987.801758
	Iteration 34Q: 3 clusters Score -2.67138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 174547 members 
Entering Unmasked Estep 
Score: -26713832.000000 Penalty: 5987.801758
	Iteration 35Q: 3 clusters Score -2.671383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 174551 members 
Entering Unmasked Estep 
Score: -26713834.000000 Penalty: 5987.801758
	Iteration 36Q: 3 clusters Score -2.671383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 174552 members 
Entering Unmasked Estep 
Score: -26713844.000000 Penalty: 5987.801758
	Iteration 37Q: 3 clusters Score -2.671384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -26713830.000000 Penalty: 5987.801758
	Iteration 38Q: 3 clusters Score -2.671383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -26713832.000000 Penalty: 5987.801758
	Iteration 39Q: 3 clusters Score -2.671383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -26713842.000000 Penalty: 5987.801758
	Iteration 40F: 3 clusters Score -2.671384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174560 members 
Entering Unmasked Estep 
Score: -26713836.000000 Penalty: 5987.801758
	Iteration 41Q: 3 clusters Score -2.671384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -26713838.000000 Penalty: 5987.801758
	Iteration 42Q: 3 clusters Score -2.671384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -26713842.000000 Penalty: 5987.801758
	Iteration 43Q: 3 clusters Score -2.671384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -26713846.000000 Penalty: 5987.801758
	Iteration 44Q: 3 clusters Score -2.671385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174566 members 
Entering Unmasked Estep 
Score: -26713840.000000 Penalty: 5987.801758
	Iteration 45Q: 3 clusters Score -2.671384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174566 members 
Entering Unmasked Estep 
Score: -26713840.000000 Penalty: 5987.801758
	Iteration 46F: 3 clusters Score -2.671384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -17224.458984 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -17224.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16293.708984 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -16293.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16639.771484 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -16639.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16752.822266 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -16752.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16824.449219 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -16824.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16888.511719 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -16888.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16927.214844 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -16927.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16962.285156 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -16962.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16997.650391 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -16997.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17008.572266 Penalty: 2771.275391
	Iteration 8Q: 3 clusters Score -17008.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17019.552734 Penalty: 2771.275391
	Iteration 9Q: 3 clusters Score -17019.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17060.158203 Penalty: 2771.275391
	Iteration 10Q: 3 clusters Score -17060.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17065.761719 Penalty: 2771.275391
	Iteration 11Q: 3 clusters Score -17065.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17070.320312 Penalty: 2771.275391
	Iteration 12Q: 3 clusters Score -17070.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17077.056641 Penalty: 2771.275391
	Iteration 13Q: 3 clusters Score -17077.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17077.056641 Penalty: 2771.275391
	Iteration 14F: 3 clusters Score -17077.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Entering Unmasked Estep 
Score: -4284647.000000 Penalty: 2543.036621
	Iteration 0F: 2 clusters Score -4284647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4265168.500000 Penalty: 5086.073242
	Iteration 0F: 3 clusters Score -4265168 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4272071.500000 Penalty: 5086.073242
	Iteration 1F: 3 clusters Score -4272072 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4272518.500000 Penalty: 5086.073242
	Iteration 2Q: 3 clusters Score -4272518 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4272882.500000 Penalty: 5086.073242
	Iteration 3Q: 3 clusters Score -4272882 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4273262.500000 Penalty: 5086.073242
	Iteration 4Q: 3 clusters Score -4273262 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4273662.000000 Penalty: 5086.073242
	Iteration 5Q: 3 clusters Score -4273662 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4274071.000000 Penalty: 5086.073242
	Iteration 6Q: 3 clusters Score -4274071 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4274661.000000 Penalty: 5086.073242
	Iteration 7Q: 3 clusters Score -4274661 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4275438.000000 Penalty: 5086.073242
	Iteration 8Q: 3 clusters Score -4275438 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4276426.500000 Penalty: 5086.073242
	Iteration 9F: 3 clusters Score -4276426 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4277545.500000 Penalty: 5086.073242
	Iteration 10F: 3 clusters Score -4277546 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4278668.000000 Penalty: 5086.073242
	Iteration 11Q: 3 clusters Score -4278668 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4279674.500000 Penalty: 5086.073242
	Iteration 12Q: 3 clusters Score -4279674 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4280397.000000 Penalty: 5086.073242
	Iteration 13Q: 3 clusters Score -4280397 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4280932.000000 Penalty: 5086.073242
	Iteration 14Q: 3 clusters Score -4280932 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4281287.500000 Penalty: 5086.073242
	Iteration 15Q: 3 clusters Score -4281288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4281520.000000 Penalty: 5086.073242
	Iteration 16Q: 3 clusters Score -4281520 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4281700.500000 Penalty: 5086.073242
	Iteration 17Q: 3 clusters Score -4281700 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4281876.000000 Penalty: 5086.073242
	Iteration 18Q: 3 clusters Score -4281876 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4282009.000000 Penalty: 5086.073242
	Iteration 19Q: 3 clusters Score -4282009 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4282097.000000 Penalty: 5086.073242
	Iteration 20F: 3 clusters Score -4282097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4282169.500000 Penalty: 5086.073242
	Iteration 21Q: 3 clusters Score -4282170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4282212.500000 Penalty: 5086.073242
	Iteration 22Q: 3 clusters Score -4282212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4282255.500000 Penalty: 5086.073242
	Iteration 23Q: 3 clusters Score -4282256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4282293.500000 Penalty: 5086.073242
	Iteration 24Q: 3 clusters Score -4282294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4282314.500000 Penalty: 5086.073242
	Iteration 25Q: 3 clusters Score -4282314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4282342.500000 Penalty: 5086.073242
	Iteration 26Q: 3 clusters Score -4282342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4282372.500000 Penalty: 5086.073242
	Iteration 27Q: 3 clusters Score -4282372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4282400.000000 Penalty: 5086.073242
	Iteration 28Q: 3 clusters Score -4282400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4282416.500000 Penalty: 5086.073242
	Iteration 29Q: 3 clusters Score -4282416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4282428.000000 Penalty: 5086.073242
	Iteration 30Q: 3 clusters Score -4282428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4282435.500000 Penalty: 5086.073242
	Iteration 31Q: 3 clusters Score -4282436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4282456.000000 Penalty: 5086.073242
	Iteration 32Q: 3 clusters Score -4282456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4282466.000000 Penalty: 5086.073242
	Iteration 33Q: 3 clusters Score -4282466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4282477.500000 Penalty: 5086.073242
	Iteration 34Q: 3 clusters Score -4282478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4282486.500000 Penalty: 5086.073242
	Iteration 35Q: 3 clusters Score -4282486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4282504.500000 Penalty: 5086.073242
	Iteration 36Q: 3 clusters Score -4282504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4282517.500000 Penalty: 5086.073242
	Iteration 37Q: 3 clusters Score -4282518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4282516.000000 Penalty: 5086.073242
	Iteration 38Q: 3 clusters Score -4282516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4282518.000000 Penalty: 5086.073242
	Iteration 39Q: 3 clusters Score -4282518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4282522.000000 Penalty: 5086.073242
	Iteration 40F: 3 clusters Score -4282522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4282524.500000 Penalty: 5086.073242
	Iteration 41Q: 3 clusters Score -4282524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4282526.000000 Penalty: 5086.073242
	Iteration 42Q: 3 clusters Score -4282526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4282526.500000 Penalty: 5086.073242
	Iteration 43Q: 3 clusters Score -4282526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4282528.500000 Penalty: 5086.073242
	Iteration 44Q: 3 clusters Score -4282528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4282531.000000 Penalty: 5086.073242
	Iteration 45Q: 3 clusters Score -4282531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4282532.000000 Penalty: 5086.073242
	Iteration 46Q: 3 clusters Score -4282532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4282538.500000 Penalty: 5086.073242
	Iteration 47Q: 3 clusters Score -4282538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4282535.500000 Penalty: 5086.073242
	Iteration 48Q: 3 clusters Score -4282536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4282540.000000 Penalty: 5086.073242
	Iteration 49Q: 3 clusters Score -4282540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4282537.000000 Penalty: 5086.073242
	Iteration 50Q: 3 clusters Score -4282537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4282543.500000 Penalty: 5086.073242
	Iteration 51Q: 3 clusters Score -4282544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4282542.000000 Penalty: 5086.073242
	Iteration 52Q: 3 clusters Score -4282542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4282540.000000 Penalty: 5086.073242
	Iteration 53Q: 3 clusters Score -4282540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4282535.000000 Penalty: 5086.073242
	Iteration 54Q: 3 clusters Score -4282535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4282540.500000 Penalty: 5086.073242
	Iteration 55Q: 3 clusters Score -4282540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4282545.000000 Penalty: 5086.073242
	Iteration 56Q: 3 clusters Score -4282545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4282551.000000 Penalty: 5086.073242
	Iteration 57Q: 3 clusters Score -4282551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4282549.500000 Penalty: 5086.073242
	Iteration 58Q: 3 clusters Score -4282550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4282549.500000 Penalty: 5086.073242
	Iteration 59Q: 3 clusters Score -4282550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4282549.500000 Penalty: 5086.073242
	Iteration 60F: 3 clusters Score -4282550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -1039825.062500 Penalty: 2188.520020
	Iteration 0F: 2 clusters Score -1039825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1034219.062500 Penalty: 4377.040039
	Iteration 0F: 3 clusters Score -1034219 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1035815.812500 Penalty: 4377.040039
	Iteration 1F: 3 clusters Score -1035816 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1036144.875000 Penalty: 4377.040039
	Iteration 2F: 3 clusters Score -1036145 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1036408.750000 Penalty: 4377.040039
	Iteration 3F: 3 clusters Score -1036409 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1036644.875000 Penalty: 4377.040039
	Iteration 4F: 3 clusters Score -1036645 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1036841.875000 Penalty: 4377.040039
	Iteration 5Q: 3 clusters Score -1036842 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1037031.750000 Penalty: 4377.040039
	Iteration 6Q: 3 clusters Score -1037032 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1037188.250000 Penalty: 4377.040039
	Iteration 7Q: 3 clusters Score -1037188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1037300.687500 Penalty: 4377.040039
	Iteration 8Q: 3 clusters Score -1037301 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1037387.375000 Penalty: 4377.040039
	Iteration 9Q: 3 clusters Score -1037387 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1037473.437500 Penalty: 4377.040039
	Iteration 10Q: 3 clusters Score -1037473 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1037536.375000 Penalty: 4377.040039
	Iteration 11Q: 3 clusters Score -1037536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1037600.500000 Penalty: 4377.040039
	Iteration 12Q: 3 clusters Score -1037600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1037647.062500 Penalty: 4377.040039
	Iteration 13Q: 3 clusters Score -1037647 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1037689.000000 Penalty: 4377.040039
	Iteration 14Q: 3 clusters Score -1037689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1037724.937500 Penalty: 4377.040039
	Iteration 15Q: 3 clusters Score -1037725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1037750.312500 Penalty: 4377.040039
	Iteration 16Q: 3 clusters Score -1037750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1037771.750000 Penalty: 4377.040039
	Iteration 17Q: 3 clusters Score -1037772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1037790.375000 Penalty: 4377.040039
	Iteration 18Q: 3 clusters Score -1037790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1037806.500000 Penalty: 4377.040039
	Iteration 19Q: 3 clusters Score -1037806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1037817.375000 Penalty: 4377.040039
	Iteration 20F: 3 clusters Score -1037817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1037827.500000 Penalty: 4377.040039
	Iteration 21Q: 3 clusters Score -1037828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1037837.187500 Penalty: 4377.040039
	Iteration 22Q: 3 clusters Score -1037837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1037849.250000 Penalty: 4377.040039
	Iteration 23Q: 3 clusters Score -1037849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1037855.562500 Penalty: 4377.040039
	Iteration 24Q: 3 clusters Score -1037856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1037862.937500 Penalty: 4377.040039
	Iteration 25Q: 3 clusters Score -1037863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1037869.562500 Penalty: 4377.040039
	Iteration 26Q: 3 clusters Score -1037870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1037876.312500 Penalty: 4377.040039
	Iteration 27Q: 3 clusters Score -1037876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1037884.312500 Penalty: 4377.040039
	Iteration 28Q: 3 clusters Score -1037884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1037893.750000 Penalty: 4377.040039
	Iteration 29Q: 3 clusters Score -1037894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1037900.750000 Penalty: 4377.040039
	Iteration 30Q: 3 clusters Score -1037901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1037905.375000 Penalty: 4377.040039
	Iteration 31Q: 3 clusters Score -1037905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1037910.250000 Penalty: 4377.040039
	Iteration 32Q: 3 clusters Score -1037910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1037916.437500 Penalty: 4377.040039
	Iteration 33Q: 3 clusters Score -1037916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1037917.187500 Penalty: 4377.040039
	Iteration 34Q: 3 clusters Score -1037917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1037920.250000 Penalty: 4377.040039
	Iteration 35Q: 3 clusters Score -1037920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1037921.062500 Penalty: 4377.040039
	Iteration 36Q: 3 clusters Score -1037921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1037925.375000 Penalty: 4377.040039
	Iteration 37Q: 3 clusters Score -1037925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1037927.750000 Penalty: 4377.040039
	Iteration 38Q: 3 clusters Score -1037928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1037928.500000 Penalty: 4377.040039
	Iteration 39Q: 3 clusters Score -1037928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1037929.375000 Penalty: 4377.040039
	Iteration 40F: 3 clusters Score -1037929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1037933.437500 Penalty: 4377.040039
	Iteration 41Q: 3 clusters Score -1037933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1037933.562500 Penalty: 4377.040039
	Iteration 42Q: 3 clusters Score -1037934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1037935.187500 Penalty: 4377.040039
	Iteration 43Q: 3 clusters Score -1037935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1037939.187500 Penalty: 4377.040039
	Iteration 44Q: 3 clusters Score -1037939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1037941.000000 Penalty: 4377.040039
	Iteration 45Q: 3 clusters Score -1037941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1037944.562500 Penalty: 4377.040039
	Iteration 46Q: 3 clusters Score -1037945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1037945.187500 Penalty: 4377.040039
	Iteration 47Q: 3 clusters Score -1037945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1037948.062500 Penalty: 4377.040039
	Iteration 48Q: 3 clusters Score -1037948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1037948.750000 Penalty: 4377.040039
	Iteration 49Q: 3 clusters Score -1037949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1037952.687500 Penalty: 4377.040039
	Iteration 50Q: 3 clusters Score -1037953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1037951.687500 Penalty: 4377.040039
	Iteration 51Q: 3 clusters Score -1037952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1037951.687500 Penalty: 4377.040039
	Iteration 52F: 3 clusters Score -1037952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -49545.433594 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -49545.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48233.796875 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48233.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48410.093750 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48410.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48478.953125 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -48478.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48533.480469 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -48533.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48547.925781 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -48547.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48557.207031 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -48557.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48564.683594 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -48564.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48570.261719 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -48570.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48573.648438 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -48573.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48575.398438 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -48575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48575.398438 Penalty: 2965.527344
	Iteration 10F: 3 clusters Score -48575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -601703.625000 Penalty: 2054.994873
	Iteration 0F: 2 clusters Score -601703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -597884.937500 Penalty: 4109.989746
	Iteration 0F: 3 clusters Score -597884.9 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -598761.000000 Penalty: 4109.989746
	Iteration 1F: 3 clusters Score -598761 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -599008.250000 Penalty: 4109.989746
	Iteration 2F: 3 clusters Score -599008.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -599221.812500 Penalty: 4109.989746
	Iteration 3F: 3 clusters Score -599221.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -599403.375000 Penalty: 4109.989746
	Iteration 4F: 3 clusters Score -599403.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -599570.250000 Penalty: 4109.989746
	Iteration 5Q: 3 clusters Score -599570.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -599703.687500 Penalty: 4109.989746
	Iteration 6Q: 3 clusters Score -599703.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -599812.875000 Penalty: 4109.989746
	Iteration 7Q: 3 clusters Score -599812.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -599899.625000 Penalty: 4109.989746
	Iteration 8Q: 3 clusters Score -599899.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -599969.250000 Penalty: 4109.989746
	Iteration 9Q: 3 clusters Score -599969.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -600012.312500 Penalty: 4109.989746
	Iteration 10Q: 3 clusters Score -600012.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -600046.875000 Penalty: 4109.989746
	Iteration 11Q: 3 clusters Score -600046.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -600071.812500 Penalty: 4109.989746
	Iteration 12Q: 3 clusters Score -600071.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -600094.812500 Penalty: 4109.989746
	Iteration 13Q: 3 clusters Score -600094.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -600113.500000 Penalty: 4109.989746
	Iteration 14Q: 3 clusters Score -600113.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -600132.250000 Penalty: 4109.989746
	Iteration 15Q: 3 clusters Score -600132.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -600153.687500 Penalty: 4109.989746
	Iteration 16Q: 3 clusters Score -600153.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -600175.375000 Penalty: 4109.989746
	Iteration 17Q: 3 clusters Score -600175.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -600193.250000 Penalty: 4109.989746
	Iteration 18Q: 3 clusters Score -600193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -600208.000000 Penalty: 4109.989746
	Iteration 19Q: 3 clusters Score -600208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -600217.625000 Penalty: 4109.989746
	Iteration 20F: 3 clusters Score -600217.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -600222.875000 Penalty: 4109.989746
	Iteration 21Q: 3 clusters Score -600222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -600225.750000 Penalty: 4109.989746
	Iteration 22Q: 3 clusters Score -600225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -600232.312500 Penalty: 4109.989746
	Iteration 23Q: 3 clusters Score -600232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -600239.625000 Penalty: 4109.989746
	Iteration 24Q: 3 clusters Score -600239.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -600246.000000 Penalty: 4109.989746
	Iteration 25Q: 3 clusters Score -600246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -600251.250000 Penalty: 4109.989746
	Iteration 26Q: 3 clusters Score -600251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -600256.937500 Penalty: 4109.989746
	Iteration 27Q: 3 clusters Score -600256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -600262.812500 Penalty: 4109.989746
	Iteration 28Q: 3 clusters Score -600262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -600264.812500 Penalty: 4109.989746
	Iteration 29Q: 3 clusters Score -600264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -600268.812500 Penalty: 4109.989746
	Iteration 30Q: 3 clusters Score -600268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -600268.812500 Penalty: 4109.989746
	Iteration 31F: 3 clusters Score -600268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -152215.250000 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -152215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -150245.546875 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -150245.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150862.140625 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -150862.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -151264.312500 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -151264.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -151576.171875 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -151576.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151869.218750 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -151869.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152101.515625 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -152101.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152245.656250 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -152245.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152306.203125 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -152306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152330.640625 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -152330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152349.265625 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -152349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152355.453125 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -152355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152359.687500 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -152359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152360.156250 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -152360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152360.156250 Penalty: 3511.275635
	Iteration 13F: 3 clusters Score -152360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 708 members 
Entering Unmasked Estep 
Score: -70332024.000000 Penalty: 132818.546875
Splitting cluster 8 changes total score from -70332880.000000 to -70332024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -97355.531250 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -97355.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95812.734375 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -95812.73 nChanged 202
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: -96144.382812 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96144.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96364.093750 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -96364.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96655.546875 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -96655.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97180.937500 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -97180.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97633.773438 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -97633.77 nChanged 36
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: -97971.671875 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -97971.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98047.593750 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -98047.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98079.250000 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -98079.25 nChanged 7
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: -98106.625000 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -98106.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98128.007812 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -98128.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98138.304688 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -98138.3 nChanged 2
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: -98143.164062 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -98143.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98145.320312 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -98145.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98145.921875 Penalty: 3299.820068
	Iteration 14F: 3 clusters Score -98145.92 nChanged 1
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: -98159.382812 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -98159.38 nChanged 2
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: -98184.312500 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -98184.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98187.718750 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -98187.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98191.429688 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -98191.43 nChanged 2
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: -98194.234375 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -98194.23 nChanged 0
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: -98194.234375 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -98194.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 302 members 
Entering Unmasked Estep 
Score: -70332536.000000 Penalty: 132818.546875
Splitting cluster 9 changes total score from -70332880.000000 to -70332536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -304313.218750 Penalty: 1890.299316
	Iteration 0F: 2 clusters Score -304313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -301643.968750 Penalty: 3780.598633
	Iteration 0F: 3 clusters Score -301644 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -302155.781250 Penalty: 3780.598633
	Iteration 1F: 3 clusters Score -302155.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -302289.812500 Penalty: 3780.598633
	Iteration 2F: 3 clusters Score -302289.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -302360.812500 Penalty: 3780.598633
	Iteration 3Q: 3 clusters Score -302360.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302408.718750 Penalty: 3780.598633
	Iteration 4Q: 3 clusters Score -302408.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -302448.718750 Penalty: 3780.598633
	Iteration 5Q: 3 clusters Score -302448.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -302483.906250 Penalty: 3780.598633
	Iteration 6Q: 3 clusters Score -302483.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -302509.531250 Penalty: 3780.598633
	Iteration 7Q: 3 clusters Score -302509.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -302530.156250 Penalty: 3780.598633
	Iteration 8Q: 3 clusters Score -302530.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -302540.687500 Penalty: 3780.598633
	Iteration 9Q: 3 clusters Score -302540.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302545.812500 Penalty: 3780.598633
	Iteration 10Q: 3 clusters Score -302545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302548.937500 Penalty: 3780.598633
	Iteration 11Q: 3 clusters Score -302548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -302551.375000 Penalty: 3780.598633
	Iteration 12Q: 3 clusters Score -302551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302552.312500 Penalty: 3780.598633
	Iteration 13Q: 3 clusters Score -302552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302552.937500 Penalty: 3780.598633
	Iteration 14Q: 3 clusters Score -302552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302552.937500 Penalty: 3780.598633
	Iteration 15F: 3 clusters Score -302552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -69284.023438 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -69284.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67826.421875 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -67826.42 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68015.890625 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -68015.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68066.703125 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -68066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68090.125000 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -68090.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68099.226562 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -68099.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68112.726562 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -68112.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68151.648438 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -68151.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68175.492188 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -68175.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68205.781250 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -68205.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68259.125000 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -68259.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68401.046875 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -68401.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68583.023438 Penalty: 3126.099121
	Iteration 11F: 3 clusters Score -68583.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68689.820312 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -68689.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68755.039062 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -68755.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68773.945312 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -68773.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68791.117188 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -68791.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68819.242188 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -68819.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68838.968750 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -68838.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68856.906250 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -68856.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68867.007812 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -68867.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68867.007812 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -68867.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Entering Unmasked Estep 
Score: -1760752.000000 Penalty: 2322.889404
	Iteration 0F: 2 clusters Score -1760752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1751969.250000 Penalty: 4645.778809
	Iteration 0F: 3 clusters Score -1751969 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1754698.375000 Penalty: 4645.778809
	Iteration 1F: 3 clusters Score -1754698 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1755061.125000 Penalty: 4645.778809
	Iteration 2F: 3 clusters Score -1755061 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1755355.125000 Penalty: 4645.778809
	Iteration 3F: 3 clusters Score -1755355 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1755613.125000 Penalty: 4645.778809
	Iteration 4Q: 3 clusters Score -1755613 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1755904.875000 Penalty: 4645.778809
	Iteration 5Q: 3 clusters Score -1755905 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1756226.875000 Penalty: 4645.778809
	Iteration 6Q: 3 clusters Score -1756227 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1756585.500000 Penalty: 4645.778809
	Iteration 7Q: 3 clusters Score -1756586 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1756983.625000 Penalty: 4645.778809
	Iteration 8Q: 3 clusters Score -1756984 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1757378.375000 Penalty: 4645.778809
	Iteration 9Q: 3 clusters Score -1757378 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1757709.750000 Penalty: 4645.778809
	Iteration 10Q: 3 clusters Score -1757710 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1758001.500000 Penalty: 4645.778809
	Iteration 11Q: 3 clusters Score -1758002 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1758218.125000 Penalty: 4645.778809
	Iteration 12Q: 3 clusters Score -1758218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1758387.125000 Penalty: 4645.778809
	Iteration 13Q: 3 clusters Score -1758387 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1758511.625000 Penalty: 4645.778809
	Iteration 14Q: 3 clusters Score -1758512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1758585.625000 Penalty: 4645.778809
	Iteration 15Q: 3 clusters Score -1758586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1758623.750000 Penalty: 4645.778809
	Iteration 16Q: 3 clusters Score -1758624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1758662.125000 Penalty: 4645.778809
	Iteration 17Q: 3 clusters Score -1758662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1758687.375000 Penalty: 4645.778809
	Iteration 18Q: 3 clusters Score -1758687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1758713.125000 Penalty: 4645.778809
	Iteration 19Q: 3 clusters Score -1758713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1758737.125000 Penalty: 4645.778809
	Iteration 20F: 3 clusters Score -1758737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1758751.125000 Penalty: 4645.778809
	Iteration 21Q: 3 clusters Score -1758751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1758762.750000 Penalty: 4645.778809
	Iteration 22Q: 3 clusters Score -1758763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1758771.625000 Penalty: 4645.778809
	Iteration 23Q: 3 clusters Score -1758772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1758778.750000 Penalty: 4645.778809
	Iteration 24Q: 3 clusters Score -1758779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1758781.875000 Penalty: 4645.778809
	Iteration 25Q: 3 clusters Score -1758782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1758781.875000 Penalty: 4645.778809
	Iteration 26Q: 3 clusters Score -1758782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1758781.375000 Penalty: 4645.778809
	Iteration 27Q: 3 clusters Score -1758781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1758781.375000 Penalty: 4645.778809
	Iteration 28F: 3 clusters Score -1758781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -319436.750000 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -319436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -316754.531250 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -316754.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -317339.750000 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -317339.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -317523.875000 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -317523.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -317656.281250 Penalty: 3804.069580
	Iteration 3F: 3 clusters Score -317656.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -317785.218750 Penalty: 3804.069580
	Iteration 4F: 3 clusters Score -317785.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -317892.468750 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -317892.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -317986.687500 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -317986.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -318069.593750 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -318069.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -318141.968750 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -318142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -318219.562500 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -318219.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -318283.437500 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -318283.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -318325.000000 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -318325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -318347.937500 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -318347.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -318356.906250 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -318356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -318364.812500 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -318364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -318376.593750 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -318376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -318382.781250 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -318382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -318387.843750 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -318387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -318392.218750 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -318392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -318395.343750 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -318395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -318398.062500 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -318398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -318401.031250 Penalty: 3804.069580
	Iteration 21Q: 3 clusters Score -318401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318403.437500 Penalty: 3804.069580
	Iteration 22Q: 3 clusters Score -318403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318405.187500 Penalty: 3804.069580
	Iteration 23Q: 3 clusters Score -318405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318406.312500 Penalty: 3804.069580
	Iteration 24Q: 3 clusters Score -318406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318407.125000 Penalty: 3804.069580
	Iteration 25Q: 3 clusters Score -318407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318409.000000 Penalty: 3804.069580
	Iteration 26Q: 3 clusters Score -318409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318410.937500 Penalty: 3804.069580
	Iteration 27Q: 3 clusters Score -318410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318414.093750 Penalty: 3804.069580
	Iteration 28Q: 3 clusters Score -318414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -318418.843750 Penalty: 3804.069580
	Iteration 29Q: 3 clusters Score -318418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318420.187500 Penalty: 3804.069580
	Iteration 30Q: 3 clusters Score -318420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318420.968750 Penalty: 3804.069580
	Iteration 31Q: 3 clusters Score -318421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318421.812500 Penalty: 3804.069580
	Iteration 32Q: 3 clusters Score -318421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318421.812500 Penalty: 3804.069580
	Iteration 33F: 3 clusters Score -318421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Entering Unmasked Estep 
Score: -7091664.500000 Penalty: 2664.302734
	Iteration 0F: 2 clusters Score -7091664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -7060291.500000 Penalty: 5328.605469
	Iteration 0F: 3 clusters Score -7060292 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7072085.000000 Penalty: 5328.605469
	Iteration 1F: 3 clusters Score -7072085 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -7072584.500000 Penalty: 5328.605469
	Iteration 2Q: 3 clusters Score -7072584 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -7073071.000000 Penalty: 5328.605469
	Iteration 3Q: 3 clusters Score -7073071 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -7073528.500000 Penalty: 5328.605469
	Iteration 4Q: 3 clusters Score -7073528 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -7073964.000000 Penalty: 5328.605469
	Iteration 5Q: 3 clusters Score -7073964 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -7074548.500000 Penalty: 5328.605469
	Iteration 6Q: 3 clusters Score -7074548 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -7075184.000000 Penalty: 5328.605469
	Iteration 7Q: 3 clusters Score -7075184 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7075863.500000 Penalty: 5328.605469
	Iteration 8Q: 3 clusters Score -7075864 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -7076599.000000 Penalty: 5328.605469
	Iteration 9Q: 3 clusters Score -7076599 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7077501.000000 Penalty: 5328.605469
	Iteration 10Q: 3 clusters Score -7077501 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -7078450.000000 Penalty: 5328.605469
	Iteration 11Q: 3 clusters Score -7078450 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7079495.000000 Penalty: 5328.605469
	Iteration 12Q: 3 clusters Score -7079495 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7080607.500000 Penalty: 5328.605469
	Iteration 13Q: 3 clusters Score -7080608 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -7081563.000000 Penalty: 5328.605469
	Iteration 14Q: 3 clusters Score -7081563 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -7082151.000000 Penalty: 5328.605469
	Iteration 15Q: 3 clusters Score -7082151 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7082486.500000 Penalty: 5328.605469
	Iteration 16Q: 3 clusters Score -7082486 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -7082683.000000 Penalty: 5328.605469
	Iteration 17Q: 3 clusters Score -7082683 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -7082834.500000 Penalty: 5328.605469
	Iteration 18Q: 3 clusters Score -7082834 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7082957.000000 Penalty: 5328.605469
	Iteration 19Q: 3 clusters Score -7082957 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -7083076.500000 Penalty: 5328.605469
	Iteration 20F: 3 clusters Score -7083076 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -7083208.000000 Penalty: 5328.605469
	Iteration 21Q: 3 clusters Score -7083208 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -7083363.000000 Penalty: 5328.605469
	Iteration 22Q: 3 clusters Score -7083363 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -7083503.500000 Penalty: 5328.605469
	Iteration 23Q: 3 clusters Score -7083504 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -7083668.000000 Penalty: 5328.605469
	Iteration 24Q: 3 clusters Score -7083668 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -7083881.000000 Penalty: 5328.605469
	Iteration 25Q: 3 clusters Score -7083881 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7084090.500000 Penalty: 5328.605469
	Iteration 26Q: 3 clusters Score -7084090 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -7084305.500000 Penalty: 5328.605469
	Iteration 27Q: 3 clusters Score -7084306 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -7084490.500000 Penalty: 5328.605469
	Iteration 28Q: 3 clusters Score -7084490 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -7084689.500000 Penalty: 5328.605469
	Iteration 29Q: 3 clusters Score -7084690 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -7084924.000000 Penalty: 5328.605469
	Iteration 30Q: 3 clusters Score -7084924 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -7085142.000000 Penalty: 5328.605469
	Iteration 31Q: 3 clusters Score -7085142 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -7085378.500000 Penalty: 5328.605469
	Iteration 32Q: 3 clusters Score -7085378 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -7085629.500000 Penalty: 5328.605469
	Iteration 33Q: 3 clusters Score -7085630 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -7085887.500000 Penalty: 5328.605469
	Iteration 34Q: 3 clusters Score -7085888 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -7086108.000000 Penalty: 5328.605469
	Iteration 35Q: 3 clusters Score -7086108 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -7086330.500000 Penalty: 5328.605469
	Iteration 36Q: 3 clusters Score -7086330 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -7086576.000000 Penalty: 5328.605469
	Iteration 37Q: 3 clusters Score -7086576 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -7086785.000000 Penalty: 5328.605469
	Iteration 38Q: 3 clusters Score -7086785 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -7086999.000000 Penalty: 5328.605469
	Iteration 39Q: 3 clusters Score -7086999 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -7087164.500000 Penalty: 5328.605469
	Iteration 40F: 3 clusters Score -7087164 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7087387.500000 Penalty: 5328.605469
	Iteration 41Q: 3 clusters Score -7087388 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7087613.000000 Penalty: 5328.605469
	Iteration 42Q: 3 clusters Score -7087613 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7087818.500000 Penalty: 5328.605469
	Iteration 43Q: 3 clusters Score -7087818 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7088055.000000 Penalty: 5328.605469
	Iteration 44Q: 3 clusters Score -7088055 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7088264.000000 Penalty: 5328.605469
	Iteration 45Q: 3 clusters Score -7088264 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7088468.500000 Penalty: 5328.605469
	Iteration 46Q: 3 clusters Score -7088468 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7088656.500000 Penalty: 5328.605469
	Iteration 47Q: 3 clusters Score -7088656 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7088846.500000 Penalty: 5328.605469
	Iteration 48Q: 3 clusters Score -7088846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7088964.000000 Penalty: 5328.605469
	Iteration 49Q: 3 clusters Score -7088964 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7089116.500000 Penalty: 5328.605469
	Iteration 50Q: 3 clusters Score -7089116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7089246.500000 Penalty: 5328.605469
	Iteration 51Q: 3 clusters Score -7089246 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7089361.500000 Penalty: 5328.605469
	Iteration 52Q: 3 clusters Score -7089362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7089422.000000 Penalty: 5328.605469
	Iteration 53Q: 3 clusters Score -7089422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7089469.000000 Penalty: 5328.605469
	Iteration 54Q: 3 clusters Score -7089469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7089506.500000 Penalty: 5328.605469
	Iteration 55Q: 3 clusters Score -7089506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7089529.000000 Penalty: 5328.605469
	Iteration 56Q: 3 clusters Score -7089529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7089563.500000 Penalty: 5328.605469
	Iteration 57Q: 3 clusters Score -7089564 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7089613.000000 Penalty: 5328.605469
	Iteration 58Q: 3 clusters Score -7089613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7089620.000000 Penalty: 5328.605469
	Iteration 59Q: 3 clusters Score -7089620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7089647.500000 Penalty: 5328.605469
	Iteration 60F: 3 clusters Score -7089648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7089650.500000 Penalty: 5328.605469
	Iteration 61Q: 3 clusters Score -7089650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7089672.000000 Penalty: 5328.605469
	Iteration 62Q: 3 clusters Score -7089672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7089691.000000 Penalty: 5328.605469
	Iteration 63Q: 3 clusters Score -7089691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7089704.000000 Penalty: 5328.605469
	Iteration 64Q: 3 clusters Score -7089704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7089713.500000 Penalty: 5328.605469
	Iteration 65Q: 3 clusters Score -7089714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7089720.500000 Penalty: 5328.605469
	Iteration 66Q: 3 clusters Score -7089720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7089722.000000 Penalty: 5328.605469
	Iteration 67Q: 3 clusters Score -7089722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7089723.500000 Penalty: 5328.605469
	Iteration 68Q: 3 clusters Score -7089724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7089728.000000 Penalty: 5328.605469
	Iteration 69Q: 3 clusters Score -7089728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7089722.000000 Penalty: 5328.605469
	Iteration 70Q: 3 clusters Score -7089722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7089724.500000 Penalty: 5328.605469
	Iteration 71Q: 3 clusters Score -7089724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7089727.000000 Penalty: 5328.605469
	Iteration 72Q: 3 clusters Score -7089727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7089722.500000 Penalty: 5328.605469
	Iteration 73Q: 3 clusters Score -7089722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7089725.000000 Penalty: 5328.605469
	Iteration 74Q: 3 clusters Score -7089725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7089736.000000 Penalty: 5328.605469
	Iteration 75Q: 3 clusters Score -7089736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7089731.000000 Penalty: 5328.605469
	Iteration 76Q: 3 clusters Score -7089731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7089739.500000 Penalty: 5328.605469
	Iteration 77Q: 3 clusters Score -7089740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7089743.000000 Penalty: 5328.605469
	Iteration 78Q: 3 clusters Score -7089743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7089734.000000 Penalty: 5328.605469
	Iteration 79Q: 3 clusters Score -7089734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7089727.000000 Penalty: 5328.605469
	Iteration 80F: 3 clusters Score -7089727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7089725.500000 Penalty: 5328.605469
	Iteration 81Q: 3 clusters Score -7089726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7089734.500000 Penalty: 5328.605469
	Iteration 82Q: 3 clusters Score -7089734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7089740.000000 Penalty: 5328.605469
	Iteration 83Q: 3 clusters Score -7089740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7089740.000000 Penalty: 5328.605469
	Iteration 84Q: 3 clusters Score -7089740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7089742.500000 Penalty: 5328.605469
	Iteration 85Q: 3 clusters Score -7089742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7089748.500000 Penalty: 5328.605469
	Iteration 86Q: 3 clusters Score -7089748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7089748.000000 Penalty: 5328.605469
	Iteration 87Q: 3 clusters Score -7089748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7089752.000000 Penalty: 5328.605469
	Iteration 88Q: 3 clusters Score -7089752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7089756.500000 Penalty: 5328.605469
	Iteration 89Q: 3 clusters Score -7089756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7089758.000000 Penalty: 5328.605469
	Iteration 90Q: 3 clusters Score -7089758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7089759.000000 Penalty: 5328.605469
	Iteration 91Q: 3 clusters Score -7089759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7089756.500000 Penalty: 5328.605469
	Iteration 92Q: 3 clusters Score -7089756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7089753.500000 Penalty: 5328.605469
	Iteration 93Q: 3 clusters Score -7089754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7089747.000000 Penalty: 5328.605469
	Iteration 94Q: 3 clusters Score -7089747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7089755.500000 Penalty: 5328.605469
	Iteration 95Q: 3 clusters Score -7089756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7089763.000000 Penalty: 5328.605469
	Iteration 96Q: 3 clusters Score -7089763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7089770.000000 Penalty: 5328.605469
	Iteration 97Q: 3 clusters Score -7089770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7089767.000000 Penalty: 5328.605469
	Iteration 98Q: 3 clusters Score -7089767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7089769.000000 Penalty: 5328.605469
	Iteration 99Q: 3 clusters Score -7089769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7089773.000000 Penalty: 5328.605469
	Iteration 100F: 3 clusters Score -7089773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7089777.000000 Penalty: 5328.605469
	Iteration 101Q: 3 clusters Score -7089777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7089777.000000 Penalty: 5328.605469
	Iteration 102F: 3 clusters Score -7089777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Entering Unmasked Estep 
Score: -3145350.250000 Penalty: 2458.630859
	Iteration 0F: 2 clusters Score -3145350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3131198.250000 Penalty: 4917.261719
	Iteration 0F: 3 clusters Score -3131198 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3136016.250000 Penalty: 4917.261719
	Iteration 1F: 3 clusters Score -3136016 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3136530.250000 Penalty: 4917.261719
	Iteration 2F: 3 clusters Score -3136530 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3137058.250000 Penalty: 4917.261719
	Iteration 3F: 3 clusters Score -3137058 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3137714.250000 Penalty: 4917.261719
	Iteration 4F: 3 clusters Score -3137714 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3138565.750000 Penalty: 4917.261719
	Iteration 5F: 3 clusters Score -3138566 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3139639.500000 Penalty: 4917.261719
	Iteration 6F: 3 clusters Score -3139640 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3140846.000000 Penalty: 4917.261719
	Iteration 7F: 3 clusters Score -3140846 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3141915.500000 Penalty: 4917.261719
	Iteration 8F: 3 clusters Score -3141916 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3142622.000000 Penalty: 4917.261719
	Iteration 9Q: 3 clusters Score -3142622 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3142924.000000 Penalty: 4917.261719
	Iteration 10Q: 3 clusters Score -3142924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3143049.000000 Penalty: 4917.261719
	Iteration 11Q: 3 clusters Score -3143049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3143122.250000 Penalty: 4917.261719
	Iteration 12Q: 3 clusters Score -3143122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3143169.500000 Penalty: 4917.261719
	Iteration 13Q: 3 clusters Score -3143170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3143190.250000 Penalty: 4917.261719
	Iteration 14Q: 3 clusters Score -3143190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3143194.750000 Penalty: 4917.261719
	Iteration 15Q: 3 clusters Score -3143195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3143199.750000 Penalty: 4917.261719
	Iteration 16Q: 3 clusters Score -3143200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3143202.500000 Penalty: 4917.261719
	Iteration 17Q: 3 clusters Score -3143202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3143213.750000 Penalty: 4917.261719
	Iteration 18Q: 3 clusters Score -3143214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3143218.000000 Penalty: 4917.261719
	Iteration 19Q: 3 clusters Score -3143218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3143218.000000 Penalty: 4917.261719
	Iteration 20F: 3 clusters Score -3143218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -87911.476562 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -87911.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86426.210938 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -86426.21 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87258.390625 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -87258.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87691.867188 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -87691.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87792.859375 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -87792.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87832.632812 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -87832.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87870.484375 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -87870.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87887.460938 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -87887.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87895.515625 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -87895.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87912.320312 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -87912.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87930.242188 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -87930.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87951.859375 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -87951.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87967.734375 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -87967.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87990.078125 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -87990.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88002.671875 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -88002.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88014.335938 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -88014.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88021.898438 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -88021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88033.125000 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -88033.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88040.226562 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -88040.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88044.359375 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -88044.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88050.804688 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -88050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88055.781250 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -88055.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88059.437500 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -88059.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88063.429688 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -88063.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88063.429688 Penalty: 3312.457520
	Iteration 23F: 3 clusters Score -88063.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 346 members 
Entering Unmasked Estep 
Score: -70331832.000000 Penalty: 132818.546875
Splitting cluster 16 changes total score from -70332880.000000 to -70331832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -307698.750000 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -307698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305029.218750 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -305029.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -305552.625000 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -305552.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -305669.281250 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -305669.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -305741.937500 Penalty: 3792.591553
	Iteration 3Q: 3 clusters Score -305741.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -305812.281250 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -305812.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -305874.531250 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -305874.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -305925.562500 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -305925.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -305972.281250 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -305972.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -306007.500000 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -306007.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -306035.218750 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -306035.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -306062.250000 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -306062.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -306088.218750 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -306088.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -306108.125000 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -306108.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -306119.062500 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -306119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -306128.125000 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -306128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -306140.656250 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -306140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -306148.437500 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -306148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -306152.875000 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -306152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -306156.468750 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -306156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -306165.281250 Penalty: 3792.591553
	Iteration 19Q: 3 clusters Score -306165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -306176.531250 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -306176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -306184.406250 Penalty: 3792.591553
	Iteration 21Q: 3 clusters Score -306184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -306195.218750 Penalty: 3792.591553
	Iteration 22Q: 3 clusters Score -306195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -306201.750000 Penalty: 3792.591553
	Iteration 23Q: 3 clusters Score -306201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -306203.875000 Penalty: 3792.591553
	Iteration 24Q: 3 clusters Score -306203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -306206.593750 Penalty: 3792.591553
	Iteration 25Q: 3 clusters Score -306206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -306207.531250 Penalty: 3792.591553
	Iteration 26Q: 3 clusters Score -306207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -306209.187500 Penalty: 3792.591553
	Iteration 27Q: 3 clusters Score -306209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -306209.875000 Penalty: 3792.591553
	Iteration 28Q: 3 clusters Score -306209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -306211.187500 Penalty: 3792.591553
	Iteration 29Q: 3 clusters Score -306211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -306212.875000 Penalty: 3792.591553
	Iteration 30Q: 3 clusters Score -306212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -306214.062500 Penalty: 3792.591553
	Iteration 31Q: 3 clusters Score -306214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -306216.312500 Penalty: 3792.591553
	Iteration 32Q: 3 clusters Score -306216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -306216.718750 Penalty: 3792.591553
	Iteration 33Q: 3 clusters Score -306216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -306217.125000 Penalty: 3792.591553
	Iteration 34Q: 3 clusters Score -306217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -306217.562500 Penalty: 3792.591553
	Iteration 35Q: 3 clusters Score -306217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -306219.937500 Penalty: 3792.591553
	Iteration 36Q: 3 clusters Score -306219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -306221.937500 Penalty: 3792.591553
	Iteration 37Q: 3 clusters Score -306221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -306221.937500 Penalty: 3792.591553
	Iteration 38F: 3 clusters Score -306221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -1385873.250000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -1385873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1378481.875000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -1378482 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1380807.125000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -1380807 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1381231.875000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -1381232 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1381591.500000 Penalty: 4551.223145
	Iteration 3F: 3 clusters Score -1381592 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1381932.625000 Penalty: 4551.223145
	Iteration 4F: 3 clusters Score -1381933 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1382241.500000 Penalty: 4551.223145
	Iteration 5F: 3 clusters Score -1382242 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1382504.000000 Penalty: 4551.223145
	Iteration 6Q: 3 clusters Score -1382504 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1382759.000000 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -1382759 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1382977.250000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -1382977 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1383161.500000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -1383162 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1383327.375000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -1383327 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1383461.500000 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -1383462 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1383592.875000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -1383593 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1383689.125000 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -1383689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1383763.875000 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -1383764 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1383840.625000 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -1383841 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1383900.875000 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -1383901 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1383942.500000 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -1383942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1383994.125000 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -1383994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1384036.875000 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -1384037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1384075.625000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -1384076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1384108.125000 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -1384108 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1384138.750000 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -1384139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1384171.000000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -1384171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1384202.000000 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -1384202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1384227.375000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -1384227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1384249.250000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -1384249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1384272.125000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -1384272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1384296.500000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -1384296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1384327.625000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -1384328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1384343.875000 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -1384344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1384361.250000 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -1384361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1384374.375000 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -1384374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1384384.250000 Penalty: 4551.223145
	Iteration 33Q: 3 clusters Score -1384384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1384401.000000 Penalty: 4551.223145
	Iteration 34Q: 3 clusters Score -1384401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1384412.500000 Penalty: 4551.223145
	Iteration 35Q: 3 clusters Score -1384412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1384419.750000 Penalty: 4551.223145
	Iteration 36Q: 3 clusters Score -1384420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1384437.500000 Penalty: 4551.223145
	Iteration 37Q: 3 clusters Score -1384438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1384451.750000 Penalty: 4551.223145
	Iteration 38Q: 3 clusters Score -1384452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1384470.875000 Penalty: 4551.223145
	Iteration 39Q: 3 clusters Score -1384471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1384488.625000 Penalty: 4551.223145
	Iteration 40F: 3 clusters Score -1384489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1384496.750000 Penalty: 4551.223145
	Iteration 41Q: 3 clusters Score -1384497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1384510.250000 Penalty: 4551.223145
	Iteration 42Q: 3 clusters Score -1384510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1384516.500000 Penalty: 4551.223145
	Iteration 43Q: 3 clusters Score -1384516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1384524.500000 Penalty: 4551.223145
	Iteration 44Q: 3 clusters Score -1384524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1384532.250000 Penalty: 4551.223145
	Iteration 45Q: 3 clusters Score -1384532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1384532.875000 Penalty: 4551.223145
	Iteration 46Q: 3 clusters Score -1384533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1384539.625000 Penalty: 4551.223145
	Iteration 47Q: 3 clusters Score -1384540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1384543.000000 Penalty: 4551.223145
	Iteration 48Q: 3 clusters Score -1384543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1384548.750000 Penalty: 4551.223145
	Iteration 49Q: 3 clusters Score -1384549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1384558.500000 Penalty: 4551.223145
	Iteration 50Q: 3 clusters Score -1384558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1384562.625000 Penalty: 4551.223145
	Iteration 51Q: 3 clusters Score -1384563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1384574.875000 Penalty: 4551.223145
	Iteration 52Q: 3 clusters Score -1384575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1384585.750000 Penalty: 4551.223145
	Iteration 53Q: 3 clusters Score -1384586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1384589.125000 Penalty: 4551.223145
	Iteration 54Q: 3 clusters Score -1384589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1384602.875000 Penalty: 4551.223145
	Iteration 55Q: 3 clusters Score -1384603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1384611.875000 Penalty: 4551.223145
	Iteration 56Q: 3 clusters Score -1384612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1384624.750000 Penalty: 4551.223145
	Iteration 57Q: 3 clusters Score -1384625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1384627.875000 Penalty: 4551.223145
	Iteration 58Q: 3 clusters Score -1384628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1384635.000000 Penalty: 4551.223145
	Iteration 59Q: 3 clusters Score -1384635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1384633.500000 Penalty: 4551.223145
	Iteration 60F: 3 clusters Score -1384634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1384638.750000 Penalty: 4551.223145
	Iteration 61Q: 3 clusters Score -1384639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1384643.125000 Penalty: 4551.223145
	Iteration 62Q: 3 clusters Score -1384643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1384643.125000 Penalty: 4551.223145
	Iteration 63Q: 3 clusters Score -1384643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1384642.750000 Penalty: 4551.223145
	Iteration 64Q: 3 clusters Score -1384643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1384645.500000 Penalty: 4551.223145
	Iteration 65Q: 3 clusters Score -1384646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1384650.625000 Penalty: 4551.223145
	Iteration 66Q: 3 clusters Score -1384651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1384653.125000 Penalty: 4551.223145
	Iteration 67Q: 3 clusters Score -1384653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1384660.750000 Penalty: 4551.223145
	Iteration 68Q: 3 clusters Score -1384661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1384662.500000 Penalty: 4551.223145
	Iteration 69Q: 3 clusters Score -1384662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1384662.625000 Penalty: 4551.223145
	Iteration 70Q: 3 clusters Score -1384663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1384665.250000 Penalty: 4551.223145
	Iteration 71Q: 3 clusters Score -1384665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1384668.625000 Penalty: 4551.223145
	Iteration 72Q: 3 clusters Score -1384669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1384672.500000 Penalty: 4551.223145
	Iteration 73Q: 3 clusters Score -1384672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1384675.500000 Penalty: 4551.223145
	Iteration 74Q: 3 clusters Score -1384676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1384677.250000 Penalty: 4551.223145
	Iteration 75Q: 3 clusters Score -1384677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1384678.875000 Penalty: 4551.223145
	Iteration 76Q: 3 clusters Score -1384679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1384687.500000 Penalty: 4551.223145
	Iteration 77Q: 3 clusters Score -1384688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1384690.750000 Penalty: 4551.223145
	Iteration 78Q: 3 clusters Score -1384691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1384694.875000 Penalty: 4551.223145
	Iteration 79Q: 3 clusters Score -1384695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1384702.125000 Penalty: 4551.223145
	Iteration 80F: 3 clusters Score -1384702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1384702.750000 Penalty: 4551.223145
	Iteration 81Q: 3 clusters Score -1384703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1384708.375000 Penalty: 4551.223145
	Iteration 82Q: 3 clusters Score -1384708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1384713.125000 Penalty: 4551.223145
	Iteration 83Q: 3 clusters Score -1384713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1384711.750000 Penalty: 4551.223145
	Iteration 84Q: 3 clusters Score -1384712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1384713.125000 Penalty: 4551.223145
	Iteration 85Q: 3 clusters Score -1384713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1384720.375000 Penalty: 4551.223145
	Iteration 86Q: 3 clusters Score -1384720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1384722.500000 Penalty: 4551.223145
	Iteration 87Q: 3 clusters Score -1384722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1384723.375000 Penalty: 4551.223145
	Iteration 88Q: 3 clusters Score -1384723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1384728.500000 Penalty: 4551.223145
	Iteration 89Q: 3 clusters Score -1384728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1384734.500000 Penalty: 4551.223145
	Iteration 90Q: 3 clusters Score -1384734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1384734.750000 Penalty: 4551.223145
	Iteration 91Q: 3 clusters Score -1384735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1384740.250000 Penalty: 4551.223145
	Iteration 92Q: 3 clusters Score -1384740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1384743.250000 Penalty: 4551.223145
	Iteration 93Q: 3 clusters Score -1384743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1384742.875000 Penalty: 4551.223145
	Iteration 94Q: 3 clusters Score -1384743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1384744.500000 Penalty: 4551.223145
	Iteration 95Q: 3 clusters Score -1384744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1384744.375000 Penalty: 4551.223145
	Iteration 96Q: 3 clusters Score -1384744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1384745.625000 Penalty: 4551.223145
	Iteration 97Q: 3 clusters Score -1384746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1384745.625000 Penalty: 4551.223145
	Iteration 98F: 3 clusters Score -1384746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -144678.125000 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -144678.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142765.640625 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -142765.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -143423.109375 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -143423.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143782.593750 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -143782.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -144012.234375 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -144012.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144143.359375 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -144143.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144235.312500 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -144235.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144382.000000 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -144382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144489.562500 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -144489.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144558.375000 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -144558.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144592.031250 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -144592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144613.937500 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -144613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144631.218750 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -144631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144648.218750 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -144648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144669.328125 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -144669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144674.015625 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -144674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144676.875000 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -144676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144678.218750 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -144678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144678.218750 Penalty: 3480.683105
	Iteration 17F: 3 clusters Score -144678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 585 members 
Entering Unmasked Estep 
Score: -70331824.000000 Penalty: 132818.546875
Splitting cluster 19 changes total score from -70332880.000000 to -70331824.000000
So it's not getting split.
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: -37519.976562 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37519.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36267.925781 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36267.93 nChanged 30
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: -36362.070312 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36362.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36373.695312 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36373.7 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: -36375.148438 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36375.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36375.148438 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -36375.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -147573.250000 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -147573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145597.656250 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -145597.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145948.921875 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -145948.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -146044.578125 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -146044.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -146096.578125 Penalty: 3455.148193
	Iteration 3Q: 3 clusters Score -146096.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146114.906250 Penalty: 3455.148193
	Iteration 4Q: 3 clusters Score -146114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146144.656250 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -146144.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146168.234375 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -146168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146186.078125 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -146186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -146206.187500 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -146206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -146238.078125 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -146238.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -146280.812500 Penalty: 3455.148193
	Iteration 10Q: 3 clusters Score -146280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -146306.625000 Penalty: 3455.148193
	Iteration 11Q: 3 clusters Score -146306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146333.937500 Penalty: 3455.148193
	Iteration 12Q: 3 clusters Score -146333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -146366.500000 Penalty: 3455.148193
	Iteration 13Q: 3 clusters Score -146366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146402.312500 Penalty: 3455.148193
	Iteration 14Q: 3 clusters Score -146402.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146439.890625 Penalty: 3455.148193
	Iteration 15Q: 3 clusters Score -146439.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146492.437500 Penalty: 3455.148193
	Iteration 16Q: 3 clusters Score -146492.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -146578.781250 Penalty: 3455.148193
	Iteration 17Q: 3 clusters Score -146578.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -146669.375000 Penalty: 3455.148193
	Iteration 18Q: 3 clusters Score -146669.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -146777.546875 Penalty: 3455.148193
	Iteration 19Q: 3 clusters Score -146777.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -146910.843750 Penalty: 3455.148193
	Iteration 20F: 3 clusters Score -146910.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -147038.468750 Penalty: 3455.148193
	Iteration 21Q: 3 clusters Score -147038.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -147148.546875 Penalty: 3455.148193
	Iteration 22Q: 3 clusters Score -147148.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -147219.046875 Penalty: 3455.148193
	Iteration 23Q: 3 clusters Score -147219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -147264.812500 Penalty: 3455.148193
	Iteration 24Q: 3 clusters Score -147264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -147294.875000 Penalty: 3455.148193
	Iteration 25Q: 3 clusters Score -147294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -147304.218750 Penalty: 3455.148193
	Iteration 26Q: 3 clusters Score -147304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -147318.843750 Penalty: 3455.148193
	Iteration 27Q: 3 clusters Score -147318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147322.171875 Penalty: 3455.148193
	Iteration 28Q: 3 clusters Score -147322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -147323.437500 Penalty: 3455.148193
	Iteration 29Q: 3 clusters Score -147323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -147324.062500 Penalty: 3455.148193
	Iteration 30F: 3 clusters Score -147324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147326.000000 Penalty: 3455.148193
	Iteration 31Q: 3 clusters Score -147326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -147327.609375 Penalty: 3455.148193
	Iteration 32Q: 3 clusters Score -147327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -147327.609375 Penalty: 3455.148193
	Iteration 33F: 3 clusters Score -147327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -46553.738281 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -46553.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45199.820312 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -45199.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45413.003906 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -45413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45554.406250 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -45554.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45681.769531 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -45681.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45779.031250 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -45779.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45856.335938 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -45856.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45915.464844 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -45915.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45958.777344 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -45958.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45986.367188 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -45986.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46005.652344 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -46005.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46046.011719 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -46046.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46133.644531 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -46133.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46481.777344 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -46481.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46543.617188 Penalty: 2946.324951
	Iteration 13Q: 3 clusters Score -46543.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46555.894531 Penalty: 2946.324951
	Iteration 14Q: 3 clusters Score -46555.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46570.781250 Penalty: 2946.324951
	Iteration 15Q: 3 clusters Score -46570.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46577.218750 Penalty: 2946.324951
	Iteration 16Q: 3 clusters Score -46577.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46589.625000 Penalty: 2946.324951
	Iteration 17Q: 3 clusters Score -46589.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46602.230469 Penalty: 2946.324951
	Iteration 18Q: 3 clusters Score -46602.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46604.558594 Penalty: 2946.324951
	Iteration 19F: 3 clusters Score -46604.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46618.867188 Penalty: 2946.324951
	Iteration 20F: 3 clusters Score -46618.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 261 members 
Entering Unmasked Estep 
Score: -70331664.000000 Penalty: 132818.546875
Splitting cluster 22 changes total score from -70332880.000000 to -70331664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (23021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Entering Unmasked Estep 
Score: -3543167.750000 Penalty: 2490.952148
	Iteration 0F: 2 clusters Score -3543168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3527066.750000 Penalty: 4981.904297
	Iteration 0F: 3 clusters Score -3527067 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3532720.750000 Penalty: 4981.904297
	Iteration 1F: 3 clusters Score -3532721 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3533251.500000 Penalty: 4981.904297
	Iteration 2F: 3 clusters Score -3533252 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3533729.750000 Penalty: 4981.904297
	Iteration 3F: 3 clusters Score -3533730 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3534280.000000 Penalty: 4981.904297
	Iteration 4Q: 3 clusters Score -3534280 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3534937.750000 Penalty: 4981.904297
	Iteration 5F: 3 clusters Score -3534938 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3535760.500000 Penalty: 4981.904297
	Iteration 6F: 3 clusters Score -3535760 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3536661.750000 Penalty: 4981.904297
	Iteration 7F: 3 clusters Score -3536662 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3537560.500000 Penalty: 4981.904297
	Iteration 8F: 3 clusters Score -3537560 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3538415.750000 Penalty: 4981.904297
	Iteration 9Q: 3 clusters Score -3538416 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3539131.000000 Penalty: 4981.904297
	Iteration 10Q: 3 clusters Score -3539131 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3539691.750000 Penalty: 4981.904297
	Iteration 11Q: 3 clusters Score -3539692 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3540147.250000 Penalty: 4981.904297
	Iteration 12Q: 3 clusters Score -3540147 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3540495.750000 Penalty: 4981.904297
	Iteration 13Q: 3 clusters Score -3540496 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3540733.500000 Penalty: 4981.904297
	Iteration 14Q: 3 clusters Score -3540734 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3540902.250000 Penalty: 4981.904297
	Iteration 15Q: 3 clusters Score -3540902 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3541018.250000 Penalty: 4981.904297
	Iteration 16Q: 3 clusters Score -3541018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3541089.750000 Penalty: 4981.904297
	Iteration 17Q: 3 clusters Score -3541090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3541141.000000 Penalty: 4981.904297
	Iteration 18Q: 3 clusters Score -3541141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3541186.750000 Penalty: 4981.904297
	Iteration 19Q: 3 clusters Score -3541187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3541225.500000 Penalty: 4981.904297
	Iteration 20F: 3 clusters Score -3541226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3541282.250000 Penalty: 4981.904297
	Iteration 21Q: 3 clusters Score -3541282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3541315.500000 Penalty: 4981.904297
	Iteration 22Q: 3 clusters Score -3541316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3541346.250000 Penalty: 4981.904297
	Iteration 23Q: 3 clusters Score -3541346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3541387.750000 Penalty: 4981.904297
	Iteration 24Q: 3 clusters Score -3541388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3541434.000000 Penalty: 4981.904297
	Iteration 25Q: 3 clusters Score -3541434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3541503.250000 Penalty: 4981.904297
	Iteration 26Q: 3 clusters Score -3541503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3541596.500000 Penalty: 4981.904297
	Iteration 27Q: 3 clusters Score -3541596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3541698.250000 Penalty: 4981.904297
	Iteration 28Q: 3 clusters Score -3541698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3541775.000000 Penalty: 4981.904297
	Iteration 29Q: 3 clusters Score -3541775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3541846.250000 Penalty: 4981.904297
	Iteration 30Q: 3 clusters Score -3541846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3541910.000000 Penalty: 4981.904297
	Iteration 31Q: 3 clusters Score -3541910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3541956.500000 Penalty: 4981.904297
	Iteration 32Q: 3 clusters Score -3541956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3541977.000000 Penalty: 4981.904297
	Iteration 33Q: 3 clusters Score -3541977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3541992.500000 Penalty: 4981.904297
	Iteration 34Q: 3 clusters Score -3541992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3542009.500000 Penalty: 4981.904297
	Iteration 35Q: 3 clusters Score -3542010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3542020.000000 Penalty: 4981.904297
	Iteration 36Q: 3 clusters Score -3542020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3542033.750000 Penalty: 4981.904297
	Iteration 37Q: 3 clusters Score -3542034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3542042.000000 Penalty: 4981.904297
	Iteration 38Q: 3 clusters Score -3542042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3542051.500000 Penalty: 4981.904297
	Iteration 39Q: 3 clusters Score -3542052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3542071.750000 Penalty: 4981.904297
	Iteration 40F: 3 clusters Score -3542072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3542089.250000 Penalty: 4981.904297
	Iteration 41Q: 3 clusters Score -3542089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3542098.500000 Penalty: 4981.904297
	Iteration 42Q: 3 clusters Score -3542098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3542122.500000 Penalty: 4981.904297
	Iteration 43Q: 3 clusters Score -3542122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3542141.000000 Penalty: 4981.904297
	Iteration 44Q: 3 clusters Score -3542141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3542147.500000 Penalty: 4981.904297
	Iteration 45Q: 3 clusters Score -3542148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3542166.250000 Penalty: 4981.904297
	Iteration 46Q: 3 clusters Score -3542166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3542175.250000 Penalty: 4981.904297
	Iteration 47Q: 3 clusters Score -3542175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3542188.500000 Penalty: 4981.904297
	Iteration 48Q: 3 clusters Score -3542188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3542196.250000 Penalty: 4981.904297
	Iteration 49Q: 3 clusters Score -3542196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3542207.250000 Penalty: 4981.904297
	Iteration 50Q: 3 clusters Score -3542207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3542233.500000 Penalty: 4981.904297
	Iteration 51Q: 3 clusters Score -3542234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3542249.000000 Penalty: 4981.904297
	Iteration 52Q: 3 clusters Score -3542249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3542262.500000 Penalty: 4981.904297
	Iteration 53Q: 3 clusters Score -3542262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3542272.500000 Penalty: 4981.904297
	Iteration 54Q: 3 clusters Score -3542272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3542284.250000 Penalty: 4981.904297
	Iteration 55Q: 3 clusters Score -3542284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3542291.750000 Penalty: 4981.904297
	Iteration 56Q: 3 clusters Score -3542292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3542306.250000 Penalty: 4981.904297
	Iteration 57Q: 3 clusters Score -3542306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3542319.250000 Penalty: 4981.904297
	Iteration 58Q: 3 clusters Score -3542319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3542323.000000 Penalty: 4981.904297
	Iteration 59Q: 3 clusters Score -3542323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3542344.750000 Penalty: 4981.904297
	Iteration 60F: 3 clusters Score -3542345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3542356.500000 Penalty: 4981.904297
	Iteration 61Q: 3 clusters Score -3542356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3542369.500000 Penalty: 4981.904297
	Iteration 62Q: 3 clusters Score -3542370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3542391.000000 Penalty: 4981.904297
	Iteration 63Q: 3 clusters Score -3542391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3542402.250000 Penalty: 4981.904297
	Iteration 64Q: 3 clusters Score -3542402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3542418.500000 Penalty: 4981.904297
	Iteration 65Q: 3 clusters Score -3542418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3542420.000000 Penalty: 4981.904297
	Iteration 66Q: 3 clusters Score -3542420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3542423.750000 Penalty: 4981.904297
	Iteration 67Q: 3 clusters Score -3542424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3542440.500000 Penalty: 4981.904297
	Iteration 68Q: 3 clusters Score -3542440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3542440.500000 Penalty: 4981.904297
	Iteration 69Q: 3 clusters Score -3542440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3542451.750000 Penalty: 4981.904297
	Iteration 70Q: 3 clusters Score -3542452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3542451.500000 Penalty: 4981.904297
	Iteration 71Q: 3 clusters Score -3542452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3542450.000000 Penalty: 4981.904297
	Iteration 72Q: 3 clusters Score -3542450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3542453.000000 Penalty: 4981.904297
	Iteration 73Q: 3 clusters Score -3542453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3542452.750000 Penalty: 4981.904297
	Iteration 74Q: 3 clusters Score -3542453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3542453.750000 Penalty: 4981.904297
	Iteration 75Q: 3 clusters Score -3542454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3542459.250000 Penalty: 4981.904297
	Iteration 76Q: 3 clusters Score -3542459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3542470.750000 Penalty: 4981.904297
	Iteration 77Q: 3 clusters Score -3542471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3542469.750000 Penalty: 4981.904297
	Iteration 78Q: 3 clusters Score -3542470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3542474.750000 Penalty: 4981.904297
	Iteration 79Q: 3 clusters Score -3542475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3542477.500000 Penalty: 4981.904297
	Iteration 80F: 3 clusters Score -3542478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3542482.250000 Penalty: 4981.904297
	Iteration 81Q: 3 clusters Score -3542482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3542477.250000 Penalty: 4981.904297
	Iteration 82Q: 3 clusters Score -3542477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3542488.750000 Penalty: 4981.904297
	Iteration 83Q: 3 clusters Score -3542489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3542486.000000 Penalty: 4981.904297
	Iteration 84Q: 3 clusters Score -3542486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3542498.000000 Penalty: 4981.904297
	Iteration 85Q: 3 clusters Score -3542498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3542500.750000 Penalty: 4981.904297
	Iteration 86Q: 3 clusters Score -3542501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3542495.500000 Penalty: 4981.904297
	Iteration 87Q: 3 clusters Score -3542496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3542499.250000 Penalty: 4981.904297
	Iteration 88Q: 3 clusters Score -3542499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3542504.750000 Penalty: 4981.904297
	Iteration 89Q: 3 clusters Score -3542505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3542506.250000 Penalty: 4981.904297
	Iteration 90Q: 3 clusters Score -3542506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3542516.500000 Penalty: 4981.904297
	Iteration 91Q: 3 clusters Score -3542516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3542521.750000 Penalty: 4981.904297
	Iteration 92Q: 3 clusters Score -3542522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3542522.750000 Penalty: 4981.904297
	Iteration 93Q: 3 clusters Score -3542523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3542525.750000 Penalty: 4981.904297
	Iteration 94Q: 3 clusters Score -3542526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3542522.250000 Penalty: 4981.904297
	Iteration 95Q: 3 clusters Score -3542522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3542521.250000 Penalty: 4981.904297
	Iteration 96Q: 3 clusters Score -3542521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3542524.250000 Penalty: 4981.904297
	Iteration 97Q: 3 clusters Score -3542524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3542522.500000 Penalty: 4981.904297
	Iteration 98Q: 3 clusters Score -3542522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3542526.000000 Penalty: 4981.904297
	Iteration 99Q: 3 clusters Score -3542526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3542523.500000 Penalty: 4981.904297
	Iteration 100F: 3 clusters Score -3542524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3542526.500000 Penalty: 4981.904297
	Iteration 101Q: 3 clusters Score -3542526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3542530.000000 Penalty: 4981.904297
	Iteration 102Q: 3 clusters Score -3542530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3542527.000000 Penalty: 4981.904297
	Iteration 103Q: 3 clusters Score -3542527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3542531.000000 Penalty: 4981.904297
	Iteration 104Q: 3 clusters Score -3542531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3542531.500000 Penalty: 4981.904297
	Iteration 105Q: 3 clusters Score -3542532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3542527.500000 Penalty: 4981.904297
	Iteration 106Q: 3 clusters Score -3542528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3542529.000000 Penalty: 4981.904297
	Iteration 107Q: 3 clusters Score -3542529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3542526.250000 Penalty: 4981.904297
	Iteration 108Q: 3 clusters Score -3542526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3542528.750000 Penalty: 4981.904297
	Iteration 109Q: 3 clusters Score -3542529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3542528.250000 Penalty: 4981.904297
	Iteration 110Q: 3 clusters Score -3542528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3542536.750000 Penalty: 4981.904297
	Iteration 111Q: 3 clusters Score -3542537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3542539.250000 Penalty: 4981.904297
	Iteration 112Q: 3 clusters Score -3542539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3542541.250000 Penalty: 4981.904297
	Iteration 113Q: 3 clusters Score -3542541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3542541.000000 Penalty: 4981.904297
	Iteration 114Q: 3 clusters Score -3542541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3542547.250000 Penalty: 4981.904297
	Iteration 115Q: 3 clusters Score -3542547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3542548.250000 Penalty: 4981.904297
	Iteration 116Q: 3 clusters Score -3542548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3542545.750000 Penalty: 4981.904297
	Iteration 117Q: 3 clusters Score -3542546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3542550.500000 Penalty: 4981.904297
	Iteration 118Q: 3 clusters Score -3542550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3542559.000000 Penalty: 4981.904297
	Iteration 119Q: 3 clusters Score -3542559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3542568.000000 Penalty: 4981.904297
	Iteration 120F: 3 clusters Score -3542568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3542564.250000 Penalty: 4981.904297
	Iteration 121Q: 3 clusters Score -3542564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3542562.750000 Penalty: 4981.904297
	Iteration 122Q: 3 clusters Score -3542563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3542572.750000 Penalty: 4981.904297
	Iteration 123Q: 3 clusters Score -3542573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3542574.750000 Penalty: 4981.904297
	Iteration 124Q: 3 clusters Score -3542575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3542572.750000 Penalty: 4981.904297
	Iteration 125Q: 3 clusters Score -3542573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3542578.000000 Penalty: 4981.904297
	Iteration 126Q: 3 clusters Score -3542578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3542579.750000 Penalty: 4981.904297
	Iteration 127Q: 3 clusters Score -3542580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3542584.000000 Penalty: 4981.904297
	Iteration 128Q: 3 clusters Score -3542584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3542585.250000 Penalty: 4981.904297
	Iteration 129Q: 3 clusters Score -3542585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3542584.500000 Penalty: 4981.904297
	Iteration 130Q: 3 clusters Score -3542584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3542588.500000 Penalty: 4981.904297
	Iteration 131Q: 3 clusters Score -3542588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3542590.500000 Penalty: 4981.904297
	Iteration 132Q: 3 clusters Score -3542590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3542595.000000 Penalty: 4981.904297
	Iteration 133Q: 3 clusters Score -3542595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3542592.000000 Penalty: 4981.904297
	Iteration 134Q: 3 clusters Score -3542592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3542592.250000 Penalty: 4981.904297
	Iteration 135Q: 3 clusters Score -3542592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3542593.000000 Penalty: 4981.904297
	Iteration 136Q: 3 clusters Score -3542593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3542593.500000 Penalty: 4981.904297
	Iteration 137Q: 3 clusters Score -3542594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3542595.000000 Penalty: 4981.904297
	Iteration 138Q: 3 clusters Score -3542595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3542601.250000 Penalty: 4981.904297
	Iteration 139Q: 3 clusters Score -3542601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3542604.250000 Penalty: 4981.904297
	Iteration 140F: 3 clusters Score -3542604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3542612.500000 Penalty: 4981.904297
	Iteration 141Q: 3 clusters Score -3542612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3542606.250000 Penalty: 4981.904297
	Iteration 142Q: 3 clusters Score -3542606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3542615.250000 Penalty: 4981.904297
	Iteration 143Q: 3 clusters Score -3542615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3542612.500000 Penalty: 4981.904297
	Iteration 144Q: 3 clusters Score -3542612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3542629.000000 Penalty: 4981.904297
	Iteration 145Q: 3 clusters Score -3542629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3542630.250000 Penalty: 4981.904297
	Iteration 146Q: 3 clusters Score -3542630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3542635.000000 Penalty: 4981.904297
	Iteration 147Q: 3 clusters Score -3542635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3542654.250000 Penalty: 4981.904297
	Iteration 148Q: 3 clusters Score -3542654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3542660.000000 Penalty: 4981.904297
	Iteration 149Q: 3 clusters Score -3542660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3542676.500000 Penalty: 4981.904297
	Iteration 150Q: 3 clusters Score -3542676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3542693.750000 Penalty: 4981.904297
	Iteration 151Q: 3 clusters Score -3542694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3542711.500000 Penalty: 4981.904297
	Iteration 152Q: 3 clusters Score -3542712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3542736.500000 Penalty: 4981.904297
	Iteration 153Q: 3 clusters Score -3542736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3542749.250000 Penalty: 4981.904297
	Iteration 154Q: 3 clusters Score -3542749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3542768.500000 Penalty: 4981.904297
	Iteration 155Q: 3 clusters Score -3542768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3542790.750000 Penalty: 4981.904297
	Iteration 156Q: 3 clusters Score -3542791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3542812.250000 Penalty: 4981.904297
	Iteration 157Q: 3 clusters Score -3542812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3542816.000000 Penalty: 4981.904297
	Iteration 158Q: 3 clusters Score -3542816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3542835.000000 Penalty: 4981.904297
	Iteration 159Q: 3 clusters Score -3542835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3542857.250000 Penalty: 4981.904297
	Iteration 160F: 3 clusters Score -3542857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3542873.000000 Penalty: 4981.904297
	Iteration 161Q: 3 clusters Score -3542873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3542913.250000 Penalty: 4981.904297
	Iteration 162Q: 3 clusters Score -3542913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3542948.500000 Penalty: 4981.904297
	Iteration 163Q: 3 clusters Score -3542948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3542970.750000 Penalty: 4981.904297
	Iteration 164Q: 3 clusters Score -3542971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3542997.750000 Penalty: 4981.904297
	Iteration 165Q: 3 clusters Score -3542998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3543038.750000 Penalty: 4981.904297
	Iteration 166Q: 3 clusters Score -3543039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3543073.750000 Penalty: 4981.904297
	Iteration 167Q: 3 clusters Score -3543074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3543097.500000 Penalty: 4981.904297
	Iteration 168Q: 3 clusters Score -3543098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3543112.750000 Penalty: 4981.904297
	Iteration 169Q: 3 clusters Score -3543113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3543123.500000 Penalty: 4981.904297
	Iteration 170Q: 3 clusters Score -3543124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3543147.500000 Penalty: 4981.904297
	Iteration 171Q: 3 clusters Score -3543148 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3543162.000000 Penalty: 4981.904297
	Iteration 172Q: 3 clusters Score -3543162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3543187.250000 Penalty: 4981.904297
	Iteration 173Q: 3 clusters Score -3543187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3543218.250000 Penalty: 4981.904297
	Iteration 174Q: 3 clusters Score -3543218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3543241.000000 Penalty: 4981.904297
	Iteration 175Q: 3 clusters Score -3543241 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3543262.500000 Penalty: 4981.904297
	Iteration 176Q: 3 clusters Score -3543262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3543273.000000 Penalty: 4981.904297
	Iteration 177Q: 3 clusters Score -3543273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3543283.750000 Penalty: 4981.904297
	Iteration 178Q: 3 clusters Score -3543284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3543297.750000 Penalty: 4981.904297
	Iteration 179Q: 3 clusters Score -3543298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3543315.250000 Penalty: 4981.904297
	Iteration 180F: 3 clusters Score -3543315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3543326.500000 Penalty: 4981.904297
	Iteration 181Q: 3 clusters Score -3543326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3543340.000000 Penalty: 4981.904297
	Iteration 182Q: 3 clusters Score -3543340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3543341.000000 Penalty: 4981.904297
	Iteration 183Q: 3 clusters Score -3543341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3543339.500000 Penalty: 4981.904297
	Iteration 184Q: 3 clusters Score -3543340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3543351.750000 Penalty: 4981.904297
	Iteration 185Q: 3 clusters Score -3543352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3543353.250000 Penalty: 4981.904297
	Iteration 186Q: 3 clusters Score -3543353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3543361.750000 Penalty: 4981.904297
	Iteration 187Q: 3 clusters Score -3543362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3543354.750000 Penalty: 4981.904297
	Iteration 188Q: 3 clusters Score -3543355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3543362.750000 Penalty: 4981.904297
	Iteration 189Q: 3 clusters Score -3543363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3543362.750000 Penalty: 4981.904297
	Iteration 190Q: 3 clusters Score -3543363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3543365.000000 Penalty: 4981.904297
	Iteration 191Q: 3 clusters Score -3543365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3543367.750000 Penalty: 4981.904297
	Iteration 192Q: 3 clusters Score -3543368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3543364.250000 Penalty: 4981.904297
	Iteration 193Q: 3 clusters Score -3543364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3543366.500000 Penalty: 4981.904297
	Iteration 194Q: 3 clusters Score -3543366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3543364.000000 Penalty: 4981.904297
	Iteration 195Q: 3 clusters Score -3543364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3543363.250000 Penalty: 4981.904297
	Iteration 196Q: 3 clusters Score -3543363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3543361.750000 Penalty: 4981.904297
	Iteration 197Q: 3 clusters Score -3543362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3543356.000000 Penalty: 4981.904297
	Iteration 198Q: 3 clusters Score -3543356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3543361.250000 Penalty: 4981.904297
	Iteration 199Q: 3 clusters Score -3543361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3543362.750000 Penalty: 4981.904297
	Iteration 200F: 3 clusters Score -3543363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3543363.250000 Penalty: 4981.904297
	Iteration 201Q: 3 clusters Score -3543363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3543368.000000 Penalty: 4981.904297
	Iteration 202Q: 3 clusters Score -3543368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3543366.250000 Penalty: 4981.904297
	Iteration 203Q: 3 clusters Score -3543366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3543369.750000 Penalty: 4981.904297
	Iteration 204Q: 3 clusters Score -3543370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3543368.000000 Penalty: 4981.904297
	Iteration 205Q: 3 clusters Score -3543368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3543369.500000 Penalty: 4981.904297
	Iteration 206Q: 3 clusters Score -3543370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3543373.000000 Penalty: 4981.904297
	Iteration 207Q: 3 clusters Score -3543373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3543368.250000 Penalty: 4981.904297
	Iteration 208Q: 3 clusters Score -3543368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3543371.250000 Penalty: 4981.904297
	Iteration 209Q: 3 clusters Score -3543371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3543371.250000 Penalty: 4981.904297
	Iteration 210F: 3 clusters Score -3543371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 7173 members 
Entering Unmasked Estep 
Score: -70332776.000000 Penalty: 132818.546875
Splitting cluster 23 changes total score from -70332880.000000 to -70332776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -410566.062500 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -410566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -407382.812500 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -407382.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -408258.062500 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -408258.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -408921.031250 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -408921 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -409536.968750 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -409537 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -409972.906250 Penalty: 3949.012451
	Iteration 4F: 3 clusters Score -409972.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -410230.375000 Penalty: 3949.012451
	Iteration 5F: 3 clusters Score -410230.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -410377.281250 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -410377.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -410479.281250 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -410479.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -410568.718750 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -410568.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -410689.625000 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -410689.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -410767.218750 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -410767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -410804.312500 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -410804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -410820.531250 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -410820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -410832.968750 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -410833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410841.093750 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -410841.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -410854.156250 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -410854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -410861.843750 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -410861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -410870.250000 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -410870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -410872.156250 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -410872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -410873.218750 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -410873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -410874.468750 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -410874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -410876.281250 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -410876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -410876.062500 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -410876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -410876.437500 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -410876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -410876.437500 Penalty: 3949.012451
	Iteration 24F: 3 clusters Score -410876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
Score: -70332288.000000 Penalty: 132818.546875
Splitting cluster 24 changes total score from -70332880.000000 to -70332288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Entering Unmasked Estep 
Score: -5415274.500000 Penalty: 2598.779297
	Iteration 0F: 2 clusters Score -5415274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5390802.000000 Penalty: 5197.558594
	Iteration 0F: 3 clusters Score -5390802 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -5399976.500000 Penalty: 5197.558594
	Iteration 1F: 3 clusters Score -5399976 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5400624.000000 Penalty: 5197.558594
	Iteration 2Q: 3 clusters Score -5400624 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5401296.000000 Penalty: 5197.558594
	Iteration 3Q: 3 clusters Score -5401296 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -5401962.500000 Penalty: 5197.558594
	Iteration 4Q: 3 clusters Score -5401962 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5402718.000000 Penalty: 5197.558594
	Iteration 5Q: 3 clusters Score -5402718 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5403652.000000 Penalty: 5197.558594
	Iteration 6F: 3 clusters Score -5403652 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -5404622.500000 Penalty: 5197.558594
	Iteration 7F: 3 clusters Score -5404622 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5405670.000000 Penalty: 5197.558594
	Iteration 8F: 3 clusters Score -5405670 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5406717.500000 Penalty: 5197.558594
	Iteration 9Q: 3 clusters Score -5406718 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -5407749.500000 Penalty: 5197.558594
	Iteration 10Q: 3 clusters Score -5407750 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5408789.500000 Penalty: 5197.558594
	Iteration 11Q: 3 clusters Score -5408790 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -5409826.500000 Penalty: 5197.558594
	Iteration 12Q: 3 clusters Score -5409826 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -5410602.000000 Penalty: 5197.558594
	Iteration 13Q: 3 clusters Score -5410602 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5411101.500000 Penalty: 5197.558594
	Iteration 14Q: 3 clusters Score -5411102 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -5411433.000000 Penalty: 5197.558594
	Iteration 15Q: 3 clusters Score -5411433 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5411705.500000 Penalty: 5197.558594
	Iteration 16Q: 3 clusters Score -5411706 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -5411881.500000 Penalty: 5197.558594
	Iteration 17Q: 3 clusters Score -5411882 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5412016.000000 Penalty: 5197.558594
	Iteration 18Q: 3 clusters Score -5412016 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5412137.000000 Penalty: 5197.558594
	Iteration 19Q: 3 clusters Score -5412137 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5412269.000000 Penalty: 5197.558594
	Iteration 20F: 3 clusters Score -5412269 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5412372.000000 Penalty: 5197.558594
	Iteration 21Q: 3 clusters Score -5412372 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5412460.500000 Penalty: 5197.558594
	Iteration 22Q: 3 clusters Score -5412460 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5412537.000000 Penalty: 5197.558594
	Iteration 23Q: 3 clusters Score -5412537 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5412583.000000 Penalty: 5197.558594
	Iteration 24Q: 3 clusters Score -5412583 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5412610.500000 Penalty: 5197.558594
	Iteration 25Q: 3 clusters Score -5412610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5412658.000000 Penalty: 5197.558594
	Iteration 26Q: 3 clusters Score -5412658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -5412677.000000 Penalty: 5197.558594
	Iteration 27Q: 3 clusters Score -5412677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5412728.000000 Penalty: 5197.558594
	Iteration 28Q: 3 clusters Score -5412728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5412765.000000 Penalty: 5197.558594
	Iteration 29Q: 3 clusters Score -5412765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5412806.500000 Penalty: 5197.558594
	Iteration 30Q: 3 clusters Score -5412806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5412856.000000 Penalty: 5197.558594
	Iteration 31Q: 3 clusters Score -5412856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5412928.500000 Penalty: 5197.558594
	Iteration 32Q: 3 clusters Score -5412928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5412994.000000 Penalty: 5197.558594
	Iteration 33Q: 3 clusters Score -5412994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5413028.000000 Penalty: 5197.558594
	Iteration 34Q: 3 clusters Score -5413028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5413041.000000 Penalty: 5197.558594
	Iteration 35Q: 3 clusters Score -5413041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5413060.500000 Penalty: 5197.558594
	Iteration 36Q: 3 clusters Score -5413060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5413067.500000 Penalty: 5197.558594
	Iteration 37Q: 3 clusters Score -5413068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5413089.500000 Penalty: 5197.558594
	Iteration 38Q: 3 clusters Score -5413090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5413111.500000 Penalty: 5197.558594
	Iteration 39Q: 3 clusters Score -5413112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5413121.000000 Penalty: 5197.558594
	Iteration 40F: 3 clusters Score -5413121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5413141.500000 Penalty: 5197.558594
	Iteration 41Q: 3 clusters Score -5413142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5413143.500000 Penalty: 5197.558594
	Iteration 42Q: 3 clusters Score -5413144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5413154.000000 Penalty: 5197.558594
	Iteration 43Q: 3 clusters Score -5413154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5413161.000000 Penalty: 5197.558594
	Iteration 44Q: 3 clusters Score -5413161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5413159.500000 Penalty: 5197.558594
	Iteration 45Q: 3 clusters Score -5413160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5413168.500000 Penalty: 5197.558594
	Iteration 46Q: 3 clusters Score -5413168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5413174.500000 Penalty: 5197.558594
	Iteration 47Q: 3 clusters Score -5413174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5413188.500000 Penalty: 5197.558594
	Iteration 48Q: 3 clusters Score -5413188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5413182.000000 Penalty: 5197.558594
	Iteration 49Q: 3 clusters Score -5413182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5413181.500000 Penalty: 5197.558594
	Iteration 50Q: 3 clusters Score -5413182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5413184.000000 Penalty: 5197.558594
	Iteration 51Q: 3 clusters Score -5413184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5413193.500000 Penalty: 5197.558594
	Iteration 52Q: 3 clusters Score -5413194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5413200.500000 Penalty: 5197.558594
	Iteration 53Q: 3 clusters Score -5413200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5413209.000000 Penalty: 5197.558594
	Iteration 54Q: 3 clusters Score -5413209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5413205.500000 Penalty: 5197.558594
	Iteration 55Q: 3 clusters Score -5413206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5413208.000000 Penalty: 5197.558594
	Iteration 56Q: 3 clusters Score -5413208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5413212.000000 Penalty: 5197.558594
	Iteration 57Q: 3 clusters Score -5413212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5413205.500000 Penalty: 5197.558594
	Iteration 58Q: 3 clusters Score -5413206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5413204.000000 Penalty: 5197.558594
	Iteration 59Q: 3 clusters Score -5413204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5413202.500000 Penalty: 5197.558594
	Iteration 60F: 3 clusters Score -5413202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5413202.500000 Penalty: 5197.558594
	Iteration 61Q: 3 clusters Score -5413202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5413205.500000 Penalty: 5197.558594
	Iteration 62Q: 3 clusters Score -5413206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5413204.500000 Penalty: 5197.558594
	Iteration 63Q: 3 clusters Score -5413204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5413214.500000 Penalty: 5197.558594
	Iteration 64Q: 3 clusters Score -5413214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5413217.500000 Penalty: 5197.558594
	Iteration 65Q: 3 clusters Score -5413218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5413217.500000 Penalty: 5197.558594
	Iteration 66Q: 3 clusters Score -5413218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5413212.000000 Penalty: 5197.558594
	Iteration 67Q: 3 clusters Score -5413212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5413212.500000 Penalty: 5197.558594
	Iteration 68Q: 3 clusters Score -5413212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5413212.000000 Penalty: 5197.558594
	Iteration 69Q: 3 clusters Score -5413212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5413215.500000 Penalty: 5197.558594
	Iteration 70Q: 3 clusters Score -5413216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5413217.500000 Penalty: 5197.558594
	Iteration 71Q: 3 clusters Score -5413218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5413219.000000 Penalty: 5197.558594
	Iteration 72Q: 3 clusters Score -5413219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5413217.500000 Penalty: 5197.558594
	Iteration 73Q: 3 clusters Score -5413218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5413218.000000 Penalty: 5197.558594
	Iteration 74Q: 3 clusters Score -5413218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5413222.000000 Penalty: 5197.558594
	Iteration 75Q: 3 clusters Score -5413222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5413228.000000 Penalty: 5197.558594
	Iteration 76Q: 3 clusters Score -5413228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5413224.500000 Penalty: 5197.558594
	Iteration 77Q: 3 clusters Score -5413224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5413233.000000 Penalty: 5197.558594
	Iteration 78Q: 3 clusters Score -5413233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5413223.000000 Penalty: 5197.558594
	Iteration 79Q: 3 clusters Score -5413223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5413229.500000 Penalty: 5197.558594
	Iteration 80F: 3 clusters Score -5413230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5413230.500000 Penalty: 5197.558594
	Iteration 81Q: 3 clusters Score -5413230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5413230.500000 Penalty: 5197.558594
	Iteration 82F: 3 clusters Score -5413230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -152615.718750 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -152615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150676.937500 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -150676.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -151173.078125 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -151173.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -151412.203125 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -151412.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -151604.515625 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -151604.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151677.187500 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -151677.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151718.515625 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -151718.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -151775.656250 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -151775.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -151807.015625 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -151807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -151830.312500 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -151830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -151865.046875 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -151865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -151879.234375 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -151879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151885.203125 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -151885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151887.921875 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -151887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -151889.656250 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -151889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -151890.703125 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -151890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151891.953125 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -151892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151898.140625 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -151898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151902.218750 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -151902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151902.218750 Penalty: 3477.562012
	Iteration 18F: 3 clusters Score -151902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -67927.164062 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -67927.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66487.554688 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -66487.55 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66819.453125 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -66819.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66998.578125 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -66998.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67158.578125 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -67158.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67270.820312 Penalty: 3167.892090
	Iteration 4F: 3 clusters Score -67270.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67368.703125 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -67368.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67424.843750 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -67424.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67478.335938 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -67478.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67578.148438 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -67578.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67667.804688 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -67667.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67741.031250 Penalty: 3167.892090
	Iteration 10F: 3 clusters Score -67741.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67943.062500 Penalty: 3167.892090
	Iteration 11F: 3 clusters Score -67943.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68237.578125 Penalty: 3167.892090
	Iteration 12F: 3 clusters Score -68237.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68400.445312 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -68400.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68481.031250 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -68481.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68546.109375 Penalty: 3167.892090
	Iteration 15Q: 3 clusters Score -68546.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68572.679688 Penalty: 3167.892090
	Iteration 16Q: 3 clusters Score -68572.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68583.781250 Penalty: 3167.892090
	Iteration 17Q: 3 clusters Score -68583.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68603.468750 Penalty: 3167.892090
	Iteration 18F: 3 clusters Score -68603.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68711.601562 Penalty: 3167.892090
	Iteration 19Q: 3 clusters Score -68711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68721.203125 Penalty: 3167.892090
	Iteration 20F: 3 clusters Score -68721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 227 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 367 members 
Entering Unmasked Estep 
Score: -70332400.000000 Penalty: 132818.546875
Splitting cluster 27 changes total score from -70332880.000000 to -70332400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -366121.437500 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -366121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -363160.687500 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -363160.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -363719.125000 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -363719.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -363880.937500 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -363880.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -363988.437500 Penalty: 3870.098633
	Iteration 3F: 3 clusters Score -363988.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -364054.718750 Penalty: 3870.098633
	Iteration 4Q: 3 clusters Score -364054.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -364107.500000 Penalty: 3870.098633
	Iteration 5Q: 3 clusters Score -364107.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -364157.656250 Penalty: 3870.098633
	Iteration 6Q: 3 clusters Score -364157.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -364199.437500 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -364199.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -364236.687500 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -364236.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364278.593750 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -364278.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -364323.000000 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -364323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -364388.656250 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -364388.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -364475.000000 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -364475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -364583.156250 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -364583.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364709.031250 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -364709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -364877.718750 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -364877.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -365042.312500 Penalty: 3870.098633
	Iteration 16Q: 3 clusters Score -365042.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -365298.718750 Penalty: 3870.098633
	Iteration 17Q: 3 clusters Score -365298.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -365674.781250 Penalty: 3870.098633
	Iteration 18Q: 3 clusters Score -365674.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -365846.375000 Penalty: 3870.098633
	Iteration 19Q: 3 clusters Score -365846.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -365904.656250 Penalty: 3870.098633
	Iteration 20F: 3 clusters Score -365904.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -365939.000000 Penalty: 3870.098633
	Iteration 21Q: 3 clusters Score -365939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -365959.031250 Penalty: 3870.098633
	Iteration 22Q: 3 clusters Score -365959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -365984.281250 Penalty: 3870.098633
	Iteration 23Q: 3 clusters Score -365984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -366001.687500 Penalty: 3870.098633
	Iteration 24Q: 3 clusters Score -366001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -366010.125000 Penalty: 3870.098633
	Iteration 25Q: 3 clusters Score -366010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -366013.625000 Penalty: 3870.098633
	Iteration 26Q: 3 clusters Score -366013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -366019.187500 Penalty: 3870.098633
	Iteration 27Q: 3 clusters Score -366019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -366021.781250 Penalty: 3870.098633
	Iteration 28Q: 3 clusters Score -366021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -366025.125000 Penalty: 3870.098633
	Iteration 29Q: 3 clusters Score -366025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -366026.468750 Penalty: 3870.098633
	Iteration 30Q: 3 clusters Score -366026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366027.125000 Penalty: 3870.098633
	Iteration 31Q: 3 clusters Score -366027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366027.125000 Penalty: 3870.098633
	Iteration 32F: 3 clusters Score -366027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -71251.664062 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -71251.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69739.531250 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -69739.53 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69969.726562 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -69969.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70099.257812 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -70099.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70176.429688 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -70176.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70278.500000 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -70278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70395.171875 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -70395.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70443.000000 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -70443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70508.210938 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -70508.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70544.898438 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -70544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70612.375000 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -70612.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70643.710938 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -70643.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70662.906250 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -70662.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70665.718750 Penalty: 3121.535889
	Iteration 12F: 3 clusters Score -70665.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70702.968750 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -70702.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -70707.046875 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -70707.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70709.289062 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -70709.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70714.304688 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -70714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70717.000000 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -70717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70717.000000 Penalty: 3121.535889
	Iteration 18F: 3 clusters Score -70717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -309019.093750 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -309019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -306258.000000 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -306258 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -306764.875000 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -306764.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -306901.687500 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -306901.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -306973.593750 Penalty: 3798.714844
	Iteration 3Q: 3 clusters Score -306973.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307031.906250 Penalty: 3798.714844
	Iteration 4Q: 3 clusters Score -307031.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -307082.250000 Penalty: 3798.714844
	Iteration 5Q: 3 clusters Score -307082.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -307116.125000 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -307116.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -307138.468750 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -307138.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -307152.343750 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -307152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -307158.437500 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -307158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -307167.406250 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -307167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -307175.625000 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -307175.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -307186.125000 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -307186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -307192.656250 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -307192.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307197.187500 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -307197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -307199.718750 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -307199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -307204.000000 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -307204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -307206.656250 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -307206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -307210.968750 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -307211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307214.500000 Penalty: 3798.714844
	Iteration 19Q: 3 clusters Score -307214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307216.312500 Penalty: 3798.714844
	Iteration 20F: 3 clusters Score -307216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -307217.468750 Penalty: 3798.714844
	Iteration 21Q: 3 clusters Score -307217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307218.156250 Penalty: 3798.714844
	Iteration 22Q: 3 clusters Score -307218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -307220.906250 Penalty: 3798.714844
	Iteration 23Q: 3 clusters Score -307220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -307223.937500 Penalty: 3798.714844
	Iteration 24Q: 3 clusters Score -307223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -307228.000000 Penalty: 3798.714844
	Iteration 25Q: 3 clusters Score -307228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -307231.406250 Penalty: 3798.714844
	Iteration 26Q: 3 clusters Score -307231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307234.375000 Penalty: 3798.714844
	Iteration 27Q: 3 clusters Score -307234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307238.343750 Penalty: 3798.714844
	Iteration 28Q: 3 clusters Score -307238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307239.718750 Penalty: 3798.714844
	Iteration 29Q: 3 clusters Score -307239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -307239.875000 Penalty: 3798.714844
	Iteration 30Q: 3 clusters Score -307239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307241.062500 Penalty: 3798.714844
	Iteration 31Q: 3 clusters Score -307241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -307241.312500 Penalty: 3798.714844
	Iteration 32Q: 3 clusters Score -307241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -307242.468750 Penalty: 3798.714844
	Iteration 33Q: 3 clusters Score -307242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307242.937500 Penalty: 3798.714844
	Iteration 34Q: 3 clusters Score -307242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307243.812500 Penalty: 3798.714844
	Iteration 35Q: 3 clusters Score -307243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307245.312500 Penalty: 3798.714844
	Iteration 36Q: 3 clusters Score -307245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -307248.500000 Penalty: 3798.714844
	Iteration 37Q: 3 clusters Score -307248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307250.218750 Penalty: 3798.714844
	Iteration 38Q: 3 clusters Score -307250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307250.968750 Penalty: 3798.714844
	Iteration 39Q: 3 clusters Score -307251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -307252.656250 Penalty: 3798.714844
	Iteration 40F: 3 clusters Score -307252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -307254.937500 Penalty: 3798.714844
	Iteration 41Q: 3 clusters Score -307254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307256.531250 Penalty: 3798.714844
	Iteration 42Q: 3 clusters Score -307256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -307256.968750 Penalty: 3798.714844
	Iteration 43Q: 3 clusters Score -307257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -307258.906250 Penalty: 3798.714844
	Iteration 44Q: 3 clusters Score -307258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -307259.468750 Penalty: 3798.714844
	Iteration 45Q: 3 clusters Score -307259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307259.625000 Penalty: 3798.714844
	Iteration 46Q: 3 clusters Score -307259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307260.375000 Penalty: 3798.714844
	Iteration 47Q: 3 clusters Score -307260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307260.937500 Penalty: 3798.714844
	Iteration 48Q: 3 clusters Score -307260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307262.437500 Penalty: 3798.714844
	Iteration 49Q: 3 clusters Score -307262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -307262.468750 Penalty: 3798.714844
	Iteration 50Q: 3 clusters Score -307262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -307262.468750 Penalty: 3798.714844
	Iteration 51F: 3 clusters Score -307262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (70893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Entering Unmasked Estep 
Score: -10925147.000000 Penalty: 2769.894043
	Iteration 0F: 2 clusters Score -1.092515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -10877653.000000 Penalty: 5539.788086
	Iteration 0F: 3 clusters Score -1.087765e+07 nChanged 33277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -10896585.000000 Penalty: 5539.788086
	Iteration 1F: 3 clusters Score -1.089658e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -10897284.000000 Penalty: 5539.788086
	Iteration 2Q: 3 clusters Score -1.089728e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -10898132.000000 Penalty: 5539.788086
	Iteration 3Q: 3 clusters Score -1.089813e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -10899234.000000 Penalty: 5539.788086
	Iteration 4Q: 3 clusters Score -1.089923e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -10900653.000000 Penalty: 5539.788086
	Iteration 5Q: 3 clusters Score -1.090065e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -10902632.000000 Penalty: 5539.788086
	Iteration 6Q: 3 clusters Score -1.090263e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -10905372.000000 Penalty: 5539.788086
	Iteration 7F: 3 clusters Score -1.090537e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -10908446.000000 Penalty: 5539.788086
	Iteration 8F: 3 clusters Score -1.090845e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -10911387.000000 Penalty: 5539.788086
	Iteration 9F: 3 clusters Score -1.091139e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -10913745.000000 Penalty: 5539.788086
	Iteration 10F: 3 clusters Score -1.091374e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -10915320.000000 Penalty: 5539.788086
	Iteration 11Q: 3 clusters Score -1.091532e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -10916217.000000 Penalty: 5539.788086
	Iteration 12Q: 3 clusters Score -1.091622e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -10916929.000000 Penalty: 5539.788086
	Iteration 13Q: 3 clusters Score -1.091693e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -10917629.000000 Penalty: 5539.788086
	Iteration 14Q: 3 clusters Score -1.091763e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -10918292.000000 Penalty: 5539.788086
	Iteration 15Q: 3 clusters Score -1.091829e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -10918909.000000 Penalty: 5539.788086
	Iteration 16Q: 3 clusters Score -1.091891e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -10919430.000000 Penalty: 5539.788086
	Iteration 17Q: 3 clusters Score -1.091943e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -10919901.000000 Penalty: 5539.788086
	Iteration 18Q: 3 clusters Score -1.09199e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -10920547.000000 Penalty: 5539.788086
	Iteration 19Q: 3 clusters Score -1.092055e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -10921214.000000 Penalty: 5539.788086
	Iteration 20F: 3 clusters Score -1.092121e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -10921902.000000 Penalty: 5539.788086
	Iteration 21Q: 3 clusters Score -1.09219e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -10922482.000000 Penalty: 5539.788086
	Iteration 22Q: 3 clusters Score -1.092248e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -10922819.000000 Penalty: 5539.788086
	Iteration 23Q: 3 clusters Score -1.092282e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -10923001.000000 Penalty: 5539.788086
	Iteration 24Q: 3 clusters Score -1.0923e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -10923117.000000 Penalty: 5539.788086
	Iteration 25Q: 3 clusters Score -1.092312e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -10923193.000000 Penalty: 5539.788086
	Iteration 26Q: 3 clusters Score -1.092319e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -10923248.000000 Penalty: 5539.788086
	Iteration 27Q: 3 clusters Score -1.092325e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -10923274.000000 Penalty: 5539.788086
	Iteration 28Q: 3 clusters Score -1.092327e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -10923303.000000 Penalty: 5539.788086
	Iteration 29Q: 3 clusters Score -1.09233e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -10923338.000000 Penalty: 5539.788086
	Iteration 30Q: 3 clusters Score -1.092334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -10923344.000000 Penalty: 5539.788086
	Iteration 31Q: 3 clusters Score -1.092334e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -10923340.000000 Penalty: 5539.788086
	Iteration 32Q: 3 clusters Score -1.092334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -10923350.000000 Penalty: 5539.788086
	Iteration 33Q: 3 clusters Score -1.092335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -10923363.000000 Penalty: 5539.788086
	Iteration 34Q: 3 clusters Score -1.092336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -10923359.000000 Penalty: 5539.788086
	Iteration 35Q: 3 clusters Score -1.092336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -10923369.000000 Penalty: 5539.788086
	Iteration 36Q: 3 clusters Score -1.092337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10923372.000000 Penalty: 5539.788086
	Iteration 37Q: 3 clusters Score -1.092337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -10923363.000000 Penalty: 5539.788086
	Iteration 38Q: 3 clusters Score -1.092336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -10923363.000000 Penalty: 5539.788086
	Iteration 39Q: 3 clusters Score -1.092336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -10923372.000000 Penalty: 5539.788086
	Iteration 40F: 3 clusters Score -1.092337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -10923374.000000 Penalty: 5539.788086
	Iteration 41Q: 3 clusters Score -1.092337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -10923370.000000 Penalty: 5539.788086
	Iteration 42Q: 3 clusters Score -1.092337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -10923376.000000 Penalty: 5539.788086
	Iteration 43Q: 3 clusters Score -1.092338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -10923377.000000 Penalty: 5539.788086
	Iteration 44Q: 3 clusters Score -1.092338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -10923369.000000 Penalty: 5539.788086
	Iteration 45Q: 3 clusters Score -1.092337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -10923379.000000 Penalty: 5539.788086
	Iteration 46Q: 3 clusters Score -1.092338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -10923374.000000 Penalty: 5539.788086
	Iteration 47Q: 3 clusters Score -1.092337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -10923375.000000 Penalty: 5539.788086
	Iteration 48Q: 3 clusters Score -1.092338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -10923369.000000 Penalty: 5539.788086
	Iteration 49Q: 3 clusters Score -1.092337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -10923372.000000 Penalty: 5539.788086
	Iteration 50Q: 3 clusters Score -1.092337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -10923372.000000 Penalty: 5539.788086
	Iteration 51F: 3 clusters Score -1.092337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -754200.000000 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -754200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -749590.000000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -749590 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -750658.375000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -750658.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -750867.375000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -750867.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -751002.062500 Penalty: 4240.823730
	Iteration 3Q: 3 clusters Score -751002.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -751097.562500 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -751097.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -751187.875000 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -751187.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -751264.500000 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -751264.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -751337.562500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -751337.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -751412.687500 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -751412.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -751471.187500 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -751471.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -751527.937500 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -751527.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -751582.625000 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -751582.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -751648.062500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -751648.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -751716.437500 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -751716.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -751787.000000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -751787 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -751880.375000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -751880.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -751996.750000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -751996.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -752145.500000 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -752145.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -752317.437500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -752317.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -752483.312500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -752483.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -752642.312500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -752642.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -752763.937500 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -752763.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -752842.312500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -752842.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -752901.500000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -752901.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -752946.937500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -752946.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -752979.250000 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -752979.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -752998.062500 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -752998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -753006.437500 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -753006.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -753016.187500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -753016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -753018.375000 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -753018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -753022.937500 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -753022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -753025.500000 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -753025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -753025.625000 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -753025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -753026.187500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -753026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -753027.437500 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -753027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -753027.437500 Penalty: 4240.823730
	Iteration 35F: 3 clusters Score -753027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -354134.062500 Penalty: 1935.555542
	Iteration 0F: 2 clusters Score -354134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -351281.781250 Penalty: 3871.111084
	Iteration 0F: 3 clusters Score -351281.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -351987.218750 Penalty: 3871.111084
	Iteration 1F: 3 clusters Score -351987.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -352255.968750 Penalty: 3871.111084
	Iteration 2F: 3 clusters Score -352256 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -352484.406250 Penalty: 3871.111084
	Iteration 3F: 3 clusters Score -352484.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -352740.218750 Penalty: 3871.111084
	Iteration 4F: 3 clusters Score -352740.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -353018.593750 Penalty: 3871.111084
	Iteration 5F: 3 clusters Score -353018.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -353198.250000 Penalty: 3871.111084
	Iteration 6F: 3 clusters Score -353198.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -353325.875000 Penalty: 3871.111084
	Iteration 7Q: 3 clusters Score -353325.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -353426.843750 Penalty: 3871.111084
	Iteration 8Q: 3 clusters Score -353426.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -353503.062500 Penalty: 3871.111084
	Iteration 9Q: 3 clusters Score -353503.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -353549.625000 Penalty: 3871.111084
	Iteration 10Q: 3 clusters Score -353549.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -353586.812500 Penalty: 3871.111084
	Iteration 11Q: 3 clusters Score -353586.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -353606.937500 Penalty: 3871.111084
	Iteration 12Q: 3 clusters Score -353606.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -353615.031250 Penalty: 3871.111084
	Iteration 13Q: 3 clusters Score -353615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -353626.593750 Penalty: 3871.111084
	Iteration 14Q: 3 clusters Score -353626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -353637.468750 Penalty: 3871.111084
	Iteration 15Q: 3 clusters Score -353637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -353645.343750 Penalty: 3871.111084
	Iteration 16Q: 3 clusters Score -353645.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -353652.218750 Penalty: 3871.111084
	Iteration 17Q: 3 clusters Score -353652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -353665.187500 Penalty: 3871.111084
	Iteration 18Q: 3 clusters Score -353665.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -353678.000000 Penalty: 3871.111084
	Iteration 19Q: 3 clusters Score -353678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -353687.218750 Penalty: 3871.111084
	Iteration 20F: 3 clusters Score -353687.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -353695.781250 Penalty: 3871.111084
	Iteration 21Q: 3 clusters Score -353695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -353702.281250 Penalty: 3871.111084
	Iteration 22Q: 3 clusters Score -353702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -353706.625000 Penalty: 3871.111084
	Iteration 23Q: 3 clusters Score -353706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -353713.500000 Penalty: 3871.111084
	Iteration 24Q: 3 clusters Score -353713.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -353718.875000 Penalty: 3871.111084
	Iteration 25Q: 3 clusters Score -353718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -353726.593750 Penalty: 3871.111084
	Iteration 26Q: 3 clusters Score -353726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -353727.375000 Penalty: 3871.111084
	Iteration 27Q: 3 clusters Score -353727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -353728.781250 Penalty: 3871.111084
	Iteration 28Q: 3 clusters Score -353728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -353730.687500 Penalty: 3871.111084
	Iteration 29Q: 3 clusters Score -353730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -353734.437500 Penalty: 3871.111084
	Iteration 30Q: 3 clusters Score -353734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -353735.562500 Penalty: 3871.111084
	Iteration 31Q: 3 clusters Score -353735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -353738.062500 Penalty: 3871.111084
	Iteration 32Q: 3 clusters Score -353738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -353738.968750 Penalty: 3871.111084
	Iteration 33Q: 3 clusters Score -353739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -353739.250000 Penalty: 3871.111084
	Iteration 34Q: 3 clusters Score -353739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -353741.468750 Penalty: 3871.111084
	Iteration 35Q: 3 clusters Score -353741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -353743.062500 Penalty: 3871.111084
	Iteration 36Q: 3 clusters Score -353743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -353744.156250 Penalty: 3871.111084
	Iteration 37Q: 3 clusters Score -353744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -353744.156250 Penalty: 3871.111084
	Iteration 38F: 3 clusters Score -353744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -102011.625000 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -102011.6 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 335 members 
Entering Unmasked Estep 
Score: -100408.812500 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -100408.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100682.539062 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -100682.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100821.414062 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -100821.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100999.523438 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -100999.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101194.164062 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -101194.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101300.242188 Penalty: 3254.972412
	Iteration 5F: 3 clusters Score -101300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101396.757812 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -101396.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101477.500000 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -101477.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101529.750000 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -101529.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101556.429688 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -101556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101569.796875 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -101569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101582.710938 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -101582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -101589.140625 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -101589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -101592.226562 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -101592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -101593.609375 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -101593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101600.617188 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -101600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101610.609375 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -101610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -101615.507812 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -101615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -101615.507812 Penalty: 3254.972412
	Iteration 18F: 3 clusters Score -101615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -160087.062500 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -160087.1 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 518 members 
Entering Unmasked Estep 
Score: -158099.078125 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -158099.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -158376.437500 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -158376.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -158475.843750 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -158475.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -158533.468750 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -158533.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158567.093750 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -158567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -158590.062500 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -158590.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -158609.062500 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -158609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158630.765625 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -158630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -158638.984375 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -158639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -158657.312500 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -158657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158662.046875 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -158662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -158662.531250 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -158662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -158662.531250 Penalty: 3476.666748
	Iteration 12F: 3 clusters Score -158662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -111621.687500 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -111621.7 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 395 members 
Entering Unmasked Estep 
Score: -109850.281250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -109850.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110108.234375 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -110108.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110247.875000 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -110247.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110403.757812 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -110403.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110478.960938 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -110479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110527.351562 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -110527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110550.898438 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -110550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110572.429688 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -110572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110582.945312 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -110582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110590.875000 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -110590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110595.078125 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -110595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110597.812500 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -110597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110598.335938 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -110598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110598.335938 Penalty: 3309.955811
	Iteration 13F: 3 clusters Score -110598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -31711.787109 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -31711.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30629.472656 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -30629.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31252.890625 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -31252.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31717.121094 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -31717.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32036.681641 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -32036.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32207.960938 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -32207.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32417.556641 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -32417.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32523.101562 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -32523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32531.835938 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -32531.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32535.724609 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -32535.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32535.724609 Penalty: 2927.706055
	Iteration 9F: 3 clusters Score -32535.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 119 members 
Entering Unmasked Estep 
Score: -70332368.000000 Penalty: 132818.546875
Splitting cluster 37 changes total score from -70332880.000000 to -70332368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49232.601562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49232.6 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 225 members 
Entering Unmasked Estep 
Score: -47954.750000 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47954.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48249.570312 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -48249.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48336.921875 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -48336.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48415.093750 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -48415.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48569.054688 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -48569.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48810.316406 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -48810.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49168.230469 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -49168.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49395.382812 Penalty: 3006.482422
	Iteration 7F: 3 clusters Score -49395.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49521.503906 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -49521.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -49573.425781 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -49573.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49600.988281 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -49600.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49600.988281 Penalty: 3006.482422
	Iteration 11F: 3 clusters Score -49600.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 326 members 
Mstep: Class 39 contains 4779 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 103 members 
Entering Unmasked Estep 
Score: -70331880.000000 Penalty: 132818.546875
Splitting cluster 38 changes total score from -70332880.000000 to -70331880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -720198.625000 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -720198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -715826.625000 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -715826.6 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -716833.312500 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -716833.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -717027.125000 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -717027.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -717143.500000 Penalty: 4202.105469
	Iteration 3Q: 3 clusters Score -717143.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -717211.000000 Penalty: 4202.105469
	Iteration 4Q: 3 clusters Score -717211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -717272.187500 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -717272.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -717319.437500 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -717319.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -717359.875000 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -717359.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -717400.750000 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -717400.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -717426.750000 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -717426.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -717445.000000 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -717445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -717460.062500 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -717460.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -717473.375000 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -717473.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -717483.250000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -717483.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -717495.812500 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -717495.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -717512.375000 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -717512.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -717530.875000 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -717530.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -717553.437500 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -717553.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -717573.437500 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -717573.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -717594.500000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -717594.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -717617.750000 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -717617.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -717640.875000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -717640.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -717656.250000 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -717656.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -717666.187500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -717666.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -717676.187500 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -717676.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -717687.937500 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -717687.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -717696.625000 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -717696.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -717705.375000 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -717705.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -717715.250000 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -717715.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -717727.125000 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -717727.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -717740.250000 Penalty: 4202.105469
	Iteration 30Q: 3 clusters Score -717740.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -717759.687500 Penalty: 4202.105469
	Iteration 31Q: 3 clusters Score -717759.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -717775.687500 Penalty: 4202.105469
	Iteration 32Q: 3 clusters Score -717775.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -717793.375000 Penalty: 4202.105469
	Iteration 33Q: 3 clusters Score -717793.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -717810.125000 Penalty: 4202.105469
	Iteration 34Q: 3 clusters Score -717810.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -717830.375000 Penalty: 4202.105469
	Iteration 35Q: 3 clusters Score -717830.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -717855.812500 Penalty: 4202.105469
	Iteration 36Q: 3 clusters Score -717855.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -717890.187500 Penalty: 4202.105469
	Iteration 37Q: 3 clusters Score -717890.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -717919.187500 Penalty: 4202.105469
	Iteration 38Q: 3 clusters Score -717919.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -717940.062500 Penalty: 4202.105469
	Iteration 39Q: 3 clusters Score -717940.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -717957.062500 Penalty: 4202.105469
	Iteration 40F: 3 clusters Score -717957.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -717975.437500 Penalty: 4202.105469
	Iteration 41Q: 3 clusters Score -717975.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -717991.187500 Penalty: 4202.105469
	Iteration 42Q: 3 clusters Score -717991.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -718008.937500 Penalty: 4202.105469
	Iteration 43Q: 3 clusters Score -718008.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -718026.125000 Penalty: 4202.105469
	Iteration 44Q: 3 clusters Score -718026.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -718044.687500 Penalty: 4202.105469
	Iteration 45Q: 3 clusters Score -718044.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -718063.875000 Penalty: 4202.105469
	Iteration 46Q: 3 clusters Score -718063.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -718082.125000 Penalty: 4202.105469
	Iteration 47Q: 3 clusters Score -718082.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -718098.000000 Penalty: 4202.105469
	Iteration 48Q: 3 clusters Score -718098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -718111.750000 Penalty: 4202.105469
	Iteration 49Q: 3 clusters Score -718111.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -718125.250000 Penalty: 4202.105469
	Iteration 50Q: 3 clusters Score -718125.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -718140.062500 Penalty: 4202.105469
	Iteration 51Q: 3 clusters Score -718140.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -718155.375000 Penalty: 4202.105469
	Iteration 52Q: 3 clusters Score -718155.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -718170.562500 Penalty: 4202.105469
	Iteration 53Q: 3 clusters Score -718170.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -718180.250000 Penalty: 4202.105469
	Iteration 54Q: 3 clusters Score -718180.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -718191.687500 Penalty: 4202.105469
	Iteration 55Q: 3 clusters Score -718191.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -718203.125000 Penalty: 4202.105469
	Iteration 56Q: 3 clusters Score -718203.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -718213.937500 Penalty: 4202.105469
	Iteration 57Q: 3 clusters Score -718213.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -718226.687500 Penalty: 4202.105469
	Iteration 58Q: 3 clusters Score -718226.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -718238.062500 Penalty: 4202.105469
	Iteration 59Q: 3 clusters Score -718238.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -718246.500000 Penalty: 4202.105469
	Iteration 60F: 3 clusters Score -718246.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -718254.625000 Penalty: 4202.105469
	Iteration 61Q: 3 clusters Score -718254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -718263.687500 Penalty: 4202.105469
	Iteration 62Q: 3 clusters Score -718263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -718267.375000 Penalty: 4202.105469
	Iteration 63Q: 3 clusters Score -718267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -718272.437500 Penalty: 4202.105469
	Iteration 64Q: 3 clusters Score -718272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -718275.687500 Penalty: 4202.105469
	Iteration 65Q: 3 clusters Score -718275.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -718278.437500 Penalty: 4202.105469
	Iteration 66Q: 3 clusters Score -718278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -718282.750000 Penalty: 4202.105469
	Iteration 67Q: 3 clusters Score -718282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -718282.937500 Penalty: 4202.105469
	Iteration 68Q: 3 clusters Score -718282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -718285.687500 Penalty: 4202.105469
	Iteration 69Q: 3 clusters Score -718285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -718286.062500 Penalty: 4202.105469
	Iteration 70Q: 3 clusters Score -718286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -718286.562500 Penalty: 4202.105469
	Iteration 71Q: 3 clusters Score -718286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -718287.125000 Penalty: 4202.105469
	Iteration 72Q: 3 clusters Score -718287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -718287.750000 Penalty: 4202.105469
	Iteration 73Q: 3 clusters Score -718287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -718287.750000 Penalty: 4202.105469
	Iteration 74F: 3 clusters Score -718287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174937 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70893 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333288.000000 Penalty: 129579.062500
Iteration 119Q: 41 clusters Score -7.033329e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174961 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 28407 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 11689 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46314 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 9659 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 22972 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35558 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70910 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4780 members 
Mstep: Class 40 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333384.000000 Penalty: 129579.062500
Iteration 120F: 41 clusters Score -7.033338e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174987 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 28408 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46311 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 22919 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35556 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70935 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4780 members 
Mstep: Class 40 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333592.000000 Penalty: 129579.062500
Iteration 121Q: 41 clusters Score -7.033359e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175007 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 28412 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46311 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22881 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35550 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70953 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4780 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333608.000000 Penalty: 129579.062500
Iteration 122Q: 41 clusters Score -7.033361e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175024 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28419 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46311 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22851 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35548 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70961 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4780 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333672.000000 Penalty: 129579.062500
Iteration 123Q: 41 clusters Score -7.033367e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175047 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28426 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46314 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22812 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35546 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70965 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4781 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333640.000000 Penalty: 129579.062500
Iteration 124Q: 41 clusters Score -7.033364e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175066 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46314 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9663 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22778 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35543 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70980 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4781 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333624.000000 Penalty: 129579.062500
Iteration 125Q: 41 clusters Score -7.033362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175089 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28432 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46314 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35541 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 70986 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4781 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333640.000000 Penalty: 129579.062500
Iteration 126Q: 41 clusters Score -7.033364e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175097 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28434 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 46311 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22720 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35542 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 71001 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1106 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4781 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333632.000000 Penalty: 129579.062500
Iteration 127Q: 41 clusters Score -7.033363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175100 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28437 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 46307 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22697 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35543 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 71019 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4782 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333600.000000 Penalty: 129579.062500
Iteration 128Q: 41 clusters Score -7.03336e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175102 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28441 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 46309 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22668 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35544 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 71043 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4783 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333568.000000 Penalty: 129579.062500
Iteration 129Q: 41 clusters Score -7.033357e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175101 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28446 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 20209 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22640 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35546 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 71062 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4783 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333560.000000 Penalty: 129579.062500
Iteration 130Q: 41 clusters Score -7.033356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175096 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28450 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 46309 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22614 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35548 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 71084 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4783 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333552.000000 Penalty: 129579.062500
Iteration 131Q: 41 clusters Score -7.033355e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175092 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28455 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46303 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22591 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35550 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71109 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4783 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333600.000000 Penalty: 129579.062500
Iteration 132Q: 41 clusters Score -7.03336e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175095 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28459 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46301 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22557 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35554 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71134 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4783 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333552.000000 Penalty: 129579.062500
Iteration 133Q: 41 clusters Score -7.033355e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175089 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28463 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 20217 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22533 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35554 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71153 members 
Mstep: Class 32 contains 5166 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333584.000000 Penalty: 129579.062500
Iteration 134Q: 41 clusters Score -7.033358e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175086 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28466 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 20218 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22519 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35553 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71168 members 
Mstep: Class 32 contains 5166 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333552.000000 Penalty: 129579.062500
Iteration 135Q: 41 clusters Score -7.033355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175080 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 20218 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 9670 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35557 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71173 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333600.000000 Penalty: 129579.062500
Iteration 136Q: 41 clusters Score -7.03336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175068 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28480 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46301 members 
Mstep: Class 15 contains 20218 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22495 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71184 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333600.000000 Penalty: 129579.062500
Iteration 137Q: 41 clusters Score -7.03336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175071 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 20217 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 9670 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22481 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35560 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71194 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333584.000000 Penalty: 129579.062500
Iteration 138Q: 41 clusters Score -7.033358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175075 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28484 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 20215 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35560 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71203 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333560.000000 Penalty: 129579.062500
Iteration 139Q: 41 clusters Score -7.033356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175080 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 28484 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 20215 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22456 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35561 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71211 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333632.000000 Penalty: 129579.062500
Iteration 140F: 41 clusters Score -7.033363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175086 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22444 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 35561 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71218 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4786 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333752.000000 Penalty: 129579.062500
Iteration 141Q: 41 clusters Score -7.033375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175088 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22434 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 71226 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4786 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333880.000000 Penalty: 129579.062500
Iteration 142Q: 41 clusters Score -7.033388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175089 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22420 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2117 members 
Mstep: Class 31 contains 71238 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4787 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333840.000000 Penalty: 129579.062500
Iteration 143Q: 41 clusters Score -7.033384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175092 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 28484 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46295 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 9666 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22405 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2116 members 
Mstep: Class 31 contains 71254 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4787 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333888.000000 Penalty: 129579.062500
Iteration 144Q: 41 clusters Score -7.033389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175100 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46294 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22389 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35561 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71264 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4788 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333888.000000 Penalty: 129579.062500
Iteration 145Q: 41 clusters Score -7.033389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175115 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46290 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22374 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35561 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71267 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4789 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333872.000000 Penalty: 129579.062500
Iteration 146Q: 41 clusters Score -7.033387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175122 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46288 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22363 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35561 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71274 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4789 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333904.000000 Penalty: 129579.062500
Iteration 147Q: 41 clusters Score -7.03339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175124 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46287 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22352 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35561 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71283 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4789 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333928.000000 Penalty: 129579.062500
Iteration 148Q: 41 clusters Score -7.033393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175131 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22338 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71287 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4789 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333952.000000 Penalty: 129579.062500
Iteration 149Q: 41 clusters Score -7.033395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175133 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22321 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71300 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4790 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333872.000000 Penalty: 129579.062500
Iteration 150Q: 41 clusters Score -7.033387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175132 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46285 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22309 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35563 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71312 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4790 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333832.000000 Penalty: 129579.062500
Iteration 151Q: 41 clusters Score -7.033383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175138 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9670 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22299 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35563 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71319 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4791 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333864.000000 Penalty: 129579.062500
Iteration 152Q: 41 clusters Score -7.033386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175139 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22288 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71327 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333896.000000 Penalty: 129579.062500
Iteration 153Q: 41 clusters Score -7.03339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175140 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28482 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71338 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333864.000000 Penalty: 129579.062500
Iteration 154Q: 41 clusters Score -7.033386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175147 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28482 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22264 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71342 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333816.000000 Penalty: 129579.062500
Iteration 155Q: 41 clusters Score -7.033382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175158 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28482 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22252 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71344 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333792.000000 Penalty: 129579.062500
Iteration 156Q: 41 clusters Score -7.033379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175165 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46284 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71348 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333808.000000 Penalty: 129579.062500
Iteration 157Q: 41 clusters Score -7.033381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175172 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28484 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22226 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35567 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71352 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333824.000000 Penalty: 129579.062500
Iteration 158Q: 41 clusters Score -7.033382e+07 nChanged 21
Entering ConstructFrom: 
Score: -70333824.000000 Penalty: 129579.062500
Entering ConstructFrom: 
Trying to split cluster 1 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -36709.015625 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -36709.02 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 119 members 
Entering Unmasked Estep 
Score: -35448.484375 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -35448.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35537.371094 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -35537.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35567.039062 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -35567.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35571.605469 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -35571.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35574.535156 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -35574.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35577.656250 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -35577.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35577.656250 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -35577.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Entering Unmasked Estep 
Score: -26752810.000000 Penalty: 2994.242432
	Iteration 0F: 2 clusters Score -2.675281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -26640624.000000 Penalty: 5988.484863
	Iteration 0F: 3 clusters Score -2.664062e+07 nChanged 84050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -26689722.000000 Penalty: 5988.484863
	Iteration 1F: 3 clusters Score -2.668972e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -26690912.000000 Penalty: 5988.484863
	Iteration 2Q: 3 clusters Score -2.669091e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -26692664.000000 Penalty: 5988.484863
	Iteration 3Q: 3 clusters Score -2.669266e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -26694664.000000 Penalty: 5988.484863
	Iteration 4Q: 3 clusters Score -2.669466e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -26697924.000000 Penalty: 5988.484863
	Iteration 5Q: 3 clusters Score -2.669792e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -26703684.000000 Penalty: 5988.484863
	Iteration 6F: 3 clusters Score -2.670368e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -26712112.000000 Penalty: 5988.484863
	Iteration 7F: 3 clusters Score -2.671211e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -26723580.000000 Penalty: 5988.484863
	Iteration 8F: 3 clusters Score -2.672358e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -26734944.000000 Penalty: 5988.484863
	Iteration 9F: 3 clusters Score -2.673494e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -26742870.000000 Penalty: 5988.484863
	Iteration 10F: 3 clusters Score -2.674287e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -26747194.000000 Penalty: 5988.484863
	Iteration 11Q: 3 clusters Score -2.674719e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 172330 members 
Entering Unmasked Estep 
Score: -26749056.000000 Penalty: 5988.484863
	Iteration 12Q: 3 clusters Score -2.674906e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -26749740.000000 Penalty: 5988.484863
	Iteration 13Q: 3 clusters Score -2.674974e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -26750022.000000 Penalty: 5988.484863
	Iteration 14Q: 3 clusters Score -2.675002e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 174637 members 
Entering Unmasked Estep 
Score: -26750130.000000 Penalty: 5988.484863
	Iteration 15Q: 3 clusters Score -2.675013e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 174721 members 
Entering Unmasked Estep 
Score: -26750208.000000 Penalty: 5988.484863
	Iteration 16Q: 3 clusters Score -2.675021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -26750260.000000 Penalty: 5988.484863
	Iteration 17Q: 3 clusters Score -2.675026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 174780 members 
Entering Unmasked Estep 
Score: -26750300.000000 Penalty: 5988.484863
	Iteration 18Q: 3 clusters Score -2.67503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 174795 members 
Entering Unmasked Estep 
Score: -26750360.000000 Penalty: 5988.484863
	Iteration 19Q: 3 clusters Score -2.675036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -26750382.000000 Penalty: 5988.484863
	Iteration 20F: 3 clusters Score -2.675038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -26750392.000000 Penalty: 5988.484863
	Iteration 21Q: 3 clusters Score -2.675039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -26750384.000000 Penalty: 5988.484863
	Iteration 22Q: 3 clusters Score -2.675038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -26750384.000000 Penalty: 5988.484863
	Iteration 23Q: 3 clusters Score -2.675038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -26750400.000000 Penalty: 5988.484863
	Iteration 24Q: 3 clusters Score -2.67504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -26750390.000000 Penalty: 5988.484863
	Iteration 25Q: 3 clusters Score -2.675039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -26750400.000000 Penalty: 5988.484863
	Iteration 26Q: 3 clusters Score -2.67504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -26750398.000000 Penalty: 5988.484863
	Iteration 27Q: 3 clusters Score -2.67504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -26750398.000000 Penalty: 5988.484863
	Iteration 28F: 3 clusters Score -2.67504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -17861.343750 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -17861.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16832.486328 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -16832.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17251.199219 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -17251.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17406.564453 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -17406.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17557.802734 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -17557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17582.849609 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -17582.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17629.740234 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -17629.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17675.216797 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -17675.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17685.207031 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -17685.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17691.552734 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -17691.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17691.552734 Penalty: 2807.103027
	Iteration 9F: 3 clusters Score -17691.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Entering Unmasked Estep 
Score: -4297380.000000 Penalty: 2543.768799
	Iteration 0F: 2 clusters Score -4297380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4277857.500000 Penalty: 5087.537598
	Iteration 0F: 3 clusters Score -4277858 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4284810.500000 Penalty: 5087.537598
	Iteration 1F: 3 clusters Score -4284810 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4285373.500000 Penalty: 5087.537598
	Iteration 2F: 3 clusters Score -4285374 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4286047.000000 Penalty: 5087.537598
	Iteration 3F: 3 clusters Score -4286047 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4286985.500000 Penalty: 5087.537598
	Iteration 4F: 3 clusters Score -4286986 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4288367.500000 Penalty: 5087.537598
	Iteration 5F: 3 clusters Score -4288368 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4290145.000000 Penalty: 5087.537598
	Iteration 6F: 3 clusters Score -4290145 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4291988.500000 Penalty: 5087.537598
	Iteration 7F: 3 clusters Score -4291988 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4293426.500000 Penalty: 5087.537598
	Iteration 8F: 3 clusters Score -4293426 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4294331.000000 Penalty: 5087.537598
	Iteration 9Q: 3 clusters Score -4294331 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -4294787.500000 Penalty: 5087.537598
	Iteration 10Q: 3 clusters Score -4294788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4295020.500000 Penalty: 5087.537598
	Iteration 11Q: 3 clusters Score -4295020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4295113.000000 Penalty: 5087.537598
	Iteration 12Q: 3 clusters Score -4295113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4295180.000000 Penalty: 5087.537598
	Iteration 13Q: 3 clusters Score -4295180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4295207.500000 Penalty: 5087.537598
	Iteration 14Q: 3 clusters Score -4295208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4295225.000000 Penalty: 5087.537598
	Iteration 15Q: 3 clusters Score -4295225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4295233.500000 Penalty: 5087.537598
	Iteration 16Q: 3 clusters Score -4295234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4295245.500000 Penalty: 5087.537598
	Iteration 17Q: 3 clusters Score -4295246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4295248.500000 Penalty: 5087.537598
	Iteration 18Q: 3 clusters Score -4295248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4295247.000000 Penalty: 5087.537598
	Iteration 19Q: 3 clusters Score -4295247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4295256.500000 Penalty: 5087.537598
	Iteration 20F: 3 clusters Score -4295256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4295258.500000 Penalty: 5087.537598
	Iteration 21Q: 3 clusters Score -4295258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -4295255.500000 Penalty: 5087.537598
	Iteration 22Q: 3 clusters Score -4295256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4295260.000000 Penalty: 5087.537598
	Iteration 23Q: 3 clusters Score -4295260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -4295260.500000 Penalty: 5087.537598
	Iteration 24Q: 3 clusters Score -4295260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -4295260.500000 Penalty: 5087.537598
	Iteration 25F: 3 clusters Score -4295260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Entering Unmasked Estep 
Score: -1039533.000000 Penalty: 2188.447266
	Iteration 0F: 2 clusters Score -1039533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1033923.750000 Penalty: 4376.894531
	Iteration 0F: 3 clusters Score -1033924 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1035381.875000 Penalty: 4376.894531
	Iteration 1F: 3 clusters Score -1035382 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1035627.500000 Penalty: 4376.894531
	Iteration 2F: 3 clusters Score -1035628 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1035821.125000 Penalty: 4376.894531
	Iteration 3F: 3 clusters Score -1035821 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1035974.187500 Penalty: 4376.894531
	Iteration 4Q: 3 clusters Score -1035974 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1036100.187500 Penalty: 4376.894531
	Iteration 5Q: 3 clusters Score -1036100 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1036231.187500 Penalty: 4376.894531
	Iteration 6Q: 3 clusters Score -1036231 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1036372.750000 Penalty: 4376.894531
	Iteration 7Q: 3 clusters Score -1036373 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1036549.937500 Penalty: 4376.894531
	Iteration 8Q: 3 clusters Score -1036550 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1036672.562500 Penalty: 4376.894531
	Iteration 9Q: 3 clusters Score -1036673 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1036754.250000 Penalty: 4376.894531
	Iteration 10Q: 3 clusters Score -1036754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1036836.187500 Penalty: 4376.894531
	Iteration 11Q: 3 clusters Score -1036836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1036914.250000 Penalty: 4376.894531
	Iteration 12Q: 3 clusters Score -1036914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1036981.687500 Penalty: 4376.894531
	Iteration 13Q: 3 clusters Score -1036982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1037042.875000 Penalty: 4376.894531
	Iteration 14Q: 3 clusters Score -1037043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1037088.375000 Penalty: 4376.894531
	Iteration 15Q: 3 clusters Score -1037088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1037128.875000 Penalty: 4376.894531
	Iteration 16Q: 3 clusters Score -1037129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1037163.000000 Penalty: 4376.894531
	Iteration 17Q: 3 clusters Score -1037163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1037191.625000 Penalty: 4376.894531
	Iteration 18Q: 3 clusters Score -1037192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1037215.687500 Penalty: 4376.894531
	Iteration 19Q: 3 clusters Score -1037216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1037243.937500 Penalty: 4376.894531
	Iteration 20F: 3 clusters Score -1037244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1037277.500000 Penalty: 4376.894531
	Iteration 21Q: 3 clusters Score -1037278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1037300.875000 Penalty: 4376.894531
	Iteration 22Q: 3 clusters Score -1037301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1037329.125000 Penalty: 4376.894531
	Iteration 23Q: 3 clusters Score -1037329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1037357.875000 Penalty: 4376.894531
	Iteration 24Q: 3 clusters Score -1037358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1037383.312500 Penalty: 4376.894531
	Iteration 25Q: 3 clusters Score -1037383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1037403.250000 Penalty: 4376.894531
	Iteration 26Q: 3 clusters Score -1037403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1037424.250000 Penalty: 4376.894531
	Iteration 27Q: 3 clusters Score -1037424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1037438.750000 Penalty: 4376.894531
	Iteration 28Q: 3 clusters Score -1037439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1037456.437500 Penalty: 4376.894531
	Iteration 29Q: 3 clusters Score -1037456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1037478.250000 Penalty: 4376.894531
	Iteration 30Q: 3 clusters Score -1037478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1037496.625000 Penalty: 4376.894531
	Iteration 31Q: 3 clusters Score -1037497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1037521.625000 Penalty: 4376.894531
	Iteration 32Q: 3 clusters Score -1037522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1037544.937500 Penalty: 4376.894531
	Iteration 33Q: 3 clusters Score -1037545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1037562.250000 Penalty: 4376.894531
	Iteration 34Q: 3 clusters Score -1037562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1037583.312500 Penalty: 4376.894531
	Iteration 35Q: 3 clusters Score -1037583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1037600.812500 Penalty: 4376.894531
	Iteration 36Q: 3 clusters Score -1037601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1037617.187500 Penalty: 4376.894531
	Iteration 37Q: 3 clusters Score -1037617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1037627.750000 Penalty: 4376.894531
	Iteration 38Q: 3 clusters Score -1037628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1037630.500000 Penalty: 4376.894531
	Iteration 39Q: 3 clusters Score -1037630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1037633.312500 Penalty: 4376.894531
	Iteration 40F: 3 clusters Score -1037633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1037636.375000 Penalty: 4376.894531
	Iteration 41Q: 3 clusters Score -1037636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1037641.437500 Penalty: 4376.894531
	Iteration 42Q: 3 clusters Score -1037641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1037646.312500 Penalty: 4376.894531
	Iteration 43Q: 3 clusters Score -1037646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1037648.875000 Penalty: 4376.894531
	Iteration 44Q: 3 clusters Score -1037649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1037649.687500 Penalty: 4376.894531
	Iteration 45Q: 3 clusters Score -1037650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1037649.687500 Penalty: 4376.894531
	Iteration 46F: 3 clusters Score -1037650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -49545.433594 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -49545.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48230.777344 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48230.78 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48571.433594 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48571.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48800.718750 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -48800.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48914.132812 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -48914.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -48992.894531 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -48992.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49039.277344 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -49039.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49058.121094 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -49058.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49071.359375 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -49071.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49073.597656 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -49073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49073.597656 Penalty: 2965.527344
	Iteration 9F: 3 clusters Score -49073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -601856.000000 Penalty: 2055.057129
	Iteration 0F: 2 clusters Score -601856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -598030.500000 Penalty: 4110.114258
	Iteration 0F: 3 clusters Score -598030.5 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -598898.062500 Penalty: 4110.114258
	Iteration 1F: 3 clusters Score -598898.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -599121.312500 Penalty: 4110.114258
	Iteration 2F: 3 clusters Score -599121.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -599283.625000 Penalty: 4110.114258
	Iteration 3F: 3 clusters Score -599283.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -599379.062500 Penalty: 4110.114258
	Iteration 4Q: 3 clusters Score -599379.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -599459.625000 Penalty: 4110.114258
	Iteration 5Q: 3 clusters Score -599459.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -599544.375000 Penalty: 4110.114258
	Iteration 6Q: 3 clusters Score -599544.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -599644.125000 Penalty: 4110.114258
	Iteration 7Q: 3 clusters Score -599644.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -599745.812500 Penalty: 4110.114258
	Iteration 8Q: 3 clusters Score -599745.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -599845.750000 Penalty: 4110.114258
	Iteration 9Q: 3 clusters Score -599845.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -599948.500000 Penalty: 4110.114258
	Iteration 10Q: 3 clusters Score -599948.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -600028.812500 Penalty: 4110.114258
	Iteration 11Q: 3 clusters Score -600028.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -600099.875000 Penalty: 4110.114258
	Iteration 12Q: 3 clusters Score -600099.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -600161.187500 Penalty: 4110.114258
	Iteration 13Q: 3 clusters Score -600161.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -600199.625000 Penalty: 4110.114258
	Iteration 14Q: 3 clusters Score -600199.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -600237.750000 Penalty: 4110.114258
	Iteration 15Q: 3 clusters Score -600237.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -600271.500000 Penalty: 4110.114258
	Iteration 16Q: 3 clusters Score -600271.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -600292.125000 Penalty: 4110.114258
	Iteration 17Q: 3 clusters Score -600292.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -600305.687500 Penalty: 4110.114258
	Iteration 18Q: 3 clusters Score -600305.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -600316.437500 Penalty: 4110.114258
	Iteration 19Q: 3 clusters Score -600316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -600327.000000 Penalty: 4110.114258
	Iteration 20F: 3 clusters Score -600327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -600339.500000 Penalty: 4110.114258
	Iteration 21Q: 3 clusters Score -600339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -600346.625000 Penalty: 4110.114258
	Iteration 22Q: 3 clusters Score -600346.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -600354.062500 Penalty: 4110.114258
	Iteration 23Q: 3 clusters Score -600354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -600357.937500 Penalty: 4110.114258
	Iteration 24Q: 3 clusters Score -600357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -600361.312500 Penalty: 4110.114258
	Iteration 25Q: 3 clusters Score -600361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -600364.187500 Penalty: 4110.114258
	Iteration 26Q: 3 clusters Score -600364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -600366.125000 Penalty: 4110.114258
	Iteration 27Q: 3 clusters Score -600366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -600367.687500 Penalty: 4110.114258
	Iteration 28Q: 3 clusters Score -600367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -600367.312500 Penalty: 4110.114258
	Iteration 29Q: 3 clusters Score -600367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -600367.312500 Penalty: 4110.114258
	Iteration 30F: 3 clusters Score -600367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -152215.250000 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -152215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150215.156250 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -150215.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150748.312500 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -150748.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151077.031250 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -151077 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151387.609375 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -151387.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151791.515625 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -151791.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152123.828125 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -152123.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152268.750000 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -152268.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152333.421875 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -152333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152349.500000 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -152349.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152365.000000 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -152365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152371.484375 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -152371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152376.578125 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -152376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152383.484375 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -152383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152384.250000 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -152384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152387.281250 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -152387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152388.015625 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -152388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152389.328125 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -152389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152389.328125 Penalty: 3511.275635
	Iteration 17F: 3 clusters Score -152389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 675 members 
Entering Unmasked Estep 
Score: -70332560.000000 Penalty: 132818.546875
Splitting cluster 8 changes total score from -70333824.000000 to -70332560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -97370.367188 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -97370.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95813.523438 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -95813.52 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96355.546875 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96355.55 nChanged 107
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: -96803.312500 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -96803.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -97307.570312 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -97307.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -97820.570312 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -97820.57 nChanged 40
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: -98068.468750 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -98068.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98113.960938 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -98113.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98134.601562 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -98134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98154.851562 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -98154.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98165.109375 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -98165.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98169.906250 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -98169.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98172.164062 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -98172.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98176.015625 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -98176.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -98181.757812 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -98181.76 nChanged 1
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: -98183.523438 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -98183.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98185.593750 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -98185.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98186.750000 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -98186.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98186.750000 Penalty: 3299.820068
	Iteration 17F: 3 clusters Score -98186.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 265 members 
Entering Unmasked Estep 
Score: -70333064.000000 Penalty: 132818.546875
Splitting cluster 9 changes total score from -70333824.000000 to -70333064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -304467.687500 Penalty: 1890.420654
	Iteration 0F: 2 clusters Score -304467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -301822.468750 Penalty: 3780.841309
	Iteration 0F: 3 clusters Score -301822.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -302281.812500 Penalty: 3780.841309
	Iteration 1F: 3 clusters Score -302281.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -302409.156250 Penalty: 3780.841309
	Iteration 2F: 3 clusters Score -302409.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -302480.406250 Penalty: 3780.841309
	Iteration 3Q: 3 clusters Score -302480.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -302531.406250 Penalty: 3780.841309
	Iteration 4Q: 3 clusters Score -302531.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -302574.781250 Penalty: 3780.841309
	Iteration 5Q: 3 clusters Score -302574.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -302602.312500 Penalty: 3780.841309
	Iteration 6Q: 3 clusters Score -302602.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -302620.031250 Penalty: 3780.841309
	Iteration 7Q: 3 clusters Score -302620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -302639.343750 Penalty: 3780.841309
	Iteration 8Q: 3 clusters Score -302639.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -302657.375000 Penalty: 3780.841309
	Iteration 9Q: 3 clusters Score -302657.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302663.500000 Penalty: 3780.841309
	Iteration 10Q: 3 clusters Score -302663.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -302672.531250 Penalty: 3780.841309
	Iteration 11Q: 3 clusters Score -302672.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -302686.406250 Penalty: 3780.841309
	Iteration 12Q: 3 clusters Score -302686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302698.406250 Penalty: 3780.841309
	Iteration 13Q: 3 clusters Score -302698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -302710.875000 Penalty: 3780.841309
	Iteration 14Q: 3 clusters Score -302710.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -302725.500000 Penalty: 3780.841309
	Iteration 15Q: 3 clusters Score -302725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -302734.375000 Penalty: 3780.841309
	Iteration 16Q: 3 clusters Score -302734.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -302755.687500 Penalty: 3780.841309
	Iteration 17Q: 3 clusters Score -302755.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -302780.218750 Penalty: 3780.841309
	Iteration 18Q: 3 clusters Score -302780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -302795.500000 Penalty: 3780.841309
	Iteration 19Q: 3 clusters Score -302795.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -302807.968750 Penalty: 3780.841309
	Iteration 20F: 3 clusters Score -302808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302818.531250 Penalty: 3780.841309
	Iteration 21Q: 3 clusters Score -302818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -302824.375000 Penalty: 3780.841309
	Iteration 22Q: 3 clusters Score -302824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -302827.906250 Penalty: 3780.841309
	Iteration 23Q: 3 clusters Score -302827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302830.468750 Penalty: 3780.841309
	Iteration 24Q: 3 clusters Score -302830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302833.406250 Penalty: 3780.841309
	Iteration 25Q: 3 clusters Score -302833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302837.562500 Penalty: 3780.841309
	Iteration 26Q: 3 clusters Score -302837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -302846.031250 Penalty: 3780.841309
	Iteration 27Q: 3 clusters Score -302846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302853.656250 Penalty: 3780.841309
	Iteration 28Q: 3 clusters Score -302853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302859.187500 Penalty: 3780.841309
	Iteration 29Q: 3 clusters Score -302859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302861.656250 Penalty: 3780.841309
	Iteration 30Q: 3 clusters Score -302861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -302863.937500 Penalty: 3780.841309
	Iteration 31Q: 3 clusters Score -302863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -302867.562500 Penalty: 3780.841309
	Iteration 32Q: 3 clusters Score -302867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -302871.281250 Penalty: 3780.841309
	Iteration 33Q: 3 clusters Score -302871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -302872.687500 Penalty: 3780.841309
	Iteration 34Q: 3 clusters Score -302872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -302873.843750 Penalty: 3780.841309
	Iteration 35Q: 3 clusters Score -302873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -302873.843750 Penalty: 3780.841309
	Iteration 36F: 3 clusters Score -302873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -69480.171875 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -69480.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68004.539062 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -68004.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68263.968750 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -68263.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68392.257812 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -68392.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68501.265625 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -68501.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68583.992188 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -68583.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68679.414062 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -68679.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68718.046875 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -68718.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68745.601562 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -68745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -68770.117188 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -68770.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68772.296875 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -68772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68773.007812 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -68773.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68773.007812 Penalty: 3127.912598
	Iteration 11F: 3 clusters Score -68773.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Entering Unmasked Estep 
Score: -1762250.625000 Penalty: 2323.101318
	Iteration 0F: 2 clusters Score -1762251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1753535.375000 Penalty: 4646.202637
	Iteration 0F: 3 clusters Score -1753535 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1756068.750000 Penalty: 4646.202637
	Iteration 1F: 3 clusters Score -1756069 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1756366.125000 Penalty: 4646.202637
	Iteration 2F: 3 clusters Score -1756366 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1756602.875000 Penalty: 4646.202637
	Iteration 3Q: 3 clusters Score -1756603 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1756812.750000 Penalty: 4646.202637
	Iteration 4Q: 3 clusters Score -1756813 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1757014.500000 Penalty: 4646.202637
	Iteration 5Q: 3 clusters Score -1757014 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1757203.375000 Penalty: 4646.202637
	Iteration 6Q: 3 clusters Score -1757203 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1757370.000000 Penalty: 4646.202637
	Iteration 7Q: 3 clusters Score -1757370 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1757522.625000 Penalty: 4646.202637
	Iteration 8Q: 3 clusters Score -1757523 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1757636.500000 Penalty: 4646.202637
	Iteration 9Q: 3 clusters Score -1757636 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1757731.500000 Penalty: 4646.202637
	Iteration 10Q: 3 clusters Score -1757732 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1757807.375000 Penalty: 4646.202637
	Iteration 11Q: 3 clusters Score -1757807 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1757883.000000 Penalty: 4646.202637
	Iteration 12Q: 3 clusters Score -1757883 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1757949.000000 Penalty: 4646.202637
	Iteration 13Q: 3 clusters Score -1757949 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1758016.750000 Penalty: 4646.202637
	Iteration 14Q: 3 clusters Score -1758017 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1758067.750000 Penalty: 4646.202637
	Iteration 15Q: 3 clusters Score -1758068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1758118.000000 Penalty: 4646.202637
	Iteration 16Q: 3 clusters Score -1758118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1758161.000000 Penalty: 4646.202637
	Iteration 17Q: 3 clusters Score -1758161 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1758205.250000 Penalty: 4646.202637
	Iteration 18Q: 3 clusters Score -1758205 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1758254.375000 Penalty: 4646.202637
	Iteration 19Q: 3 clusters Score -1758254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1758283.500000 Penalty: 4646.202637
	Iteration 20F: 3 clusters Score -1758284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1758323.875000 Penalty: 4646.202637
	Iteration 21Q: 3 clusters Score -1758324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1758352.375000 Penalty: 4646.202637
	Iteration 22Q: 3 clusters Score -1758352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1758393.875000 Penalty: 4646.202637
	Iteration 23Q: 3 clusters Score -1758394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1758421.375000 Penalty: 4646.202637
	Iteration 24Q: 3 clusters Score -1758421 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1758448.500000 Penalty: 4646.202637
	Iteration 25Q: 3 clusters Score -1758448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1758478.625000 Penalty: 4646.202637
	Iteration 26Q: 3 clusters Score -1758479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1758498.000000 Penalty: 4646.202637
	Iteration 27Q: 3 clusters Score -1758498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1758519.625000 Penalty: 4646.202637
	Iteration 28Q: 3 clusters Score -1758520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1758547.250000 Penalty: 4646.202637
	Iteration 29Q: 3 clusters Score -1758547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1758576.375000 Penalty: 4646.202637
	Iteration 30Q: 3 clusters Score -1758576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1758581.125000 Penalty: 4646.202637
	Iteration 31Q: 3 clusters Score -1758581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1758602.125000 Penalty: 4646.202637
	Iteration 32Q: 3 clusters Score -1758602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1758612.250000 Penalty: 4646.202637
	Iteration 33Q: 3 clusters Score -1758612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1758629.375000 Penalty: 4646.202637
	Iteration 34Q: 3 clusters Score -1758629 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1758639.500000 Penalty: 4646.202637
	Iteration 35Q: 3 clusters Score -1758640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1758654.625000 Penalty: 4646.202637
	Iteration 36Q: 3 clusters Score -1758655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1758659.000000 Penalty: 4646.202637
	Iteration 37Q: 3 clusters Score -1758659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1758666.000000 Penalty: 4646.202637
	Iteration 38Q: 3 clusters Score -1758666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1758673.375000 Penalty: 4646.202637
	Iteration 39Q: 3 clusters Score -1758673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1758681.500000 Penalty: 4646.202637
	Iteration 40F: 3 clusters Score -1758682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1758688.000000 Penalty: 4646.202637
	Iteration 41Q: 3 clusters Score -1758688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1758692.750000 Penalty: 4646.202637
	Iteration 42Q: 3 clusters Score -1758693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1758690.500000 Penalty: 4646.202637
	Iteration 43Q: 3 clusters Score -1758690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1758704.250000 Penalty: 4646.202637
	Iteration 44Q: 3 clusters Score -1758704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1758706.000000 Penalty: 4646.202637
	Iteration 45Q: 3 clusters Score -1758706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1758707.750000 Penalty: 4646.202637
	Iteration 46Q: 3 clusters Score -1758708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1758707.500000 Penalty: 4646.202637
	Iteration 47Q: 3 clusters Score -1758708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1758715.625000 Penalty: 4646.202637
	Iteration 48Q: 3 clusters Score -1758716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1758717.625000 Penalty: 4646.202637
	Iteration 49Q: 3 clusters Score -1758718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1758718.875000 Penalty: 4646.202637
	Iteration 50Q: 3 clusters Score -1758719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1758714.750000 Penalty: 4646.202637
	Iteration 51Q: 3 clusters Score -1758715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1758715.875000 Penalty: 4646.202637
	Iteration 52Q: 3 clusters Score -1758716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1758719.250000 Penalty: 4646.202637
	Iteration 53Q: 3 clusters Score -1758719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1758717.625000 Penalty: 4646.202637
	Iteration 54Q: 3 clusters Score -1758718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1758719.625000 Penalty: 4646.202637
	Iteration 55Q: 3 clusters Score -1758720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1758719.000000 Penalty: 4646.202637
	Iteration 56Q: 3 clusters Score -1758719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1758720.875000 Penalty: 4646.202637
	Iteration 57Q: 3 clusters Score -1758721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1758725.375000 Penalty: 4646.202637
	Iteration 58Q: 3 clusters Score -1758725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1758723.750000 Penalty: 4646.202637
	Iteration 59Q: 3 clusters Score -1758724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1758725.625000 Penalty: 4646.202637
	Iteration 60F: 3 clusters Score -1758726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1758726.000000 Penalty: 4646.202637
	Iteration 61Q: 3 clusters Score -1758726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1758725.000000 Penalty: 4646.202637
	Iteration 62Q: 3 clusters Score -1758725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1758727.500000 Penalty: 4646.202637
	Iteration 63Q: 3 clusters Score -1758728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1758726.625000 Penalty: 4646.202637
	Iteration 64Q: 3 clusters Score -1758727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1758726.375000 Penalty: 4646.202637
	Iteration 65Q: 3 clusters Score -1758726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1758729.250000 Penalty: 4646.202637
	Iteration 66Q: 3 clusters Score -1758729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1758728.875000 Penalty: 4646.202637
	Iteration 67Q: 3 clusters Score -1758729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1758728.250000 Penalty: 4646.202637
	Iteration 68Q: 3 clusters Score -1758728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1758732.750000 Penalty: 4646.202637
	Iteration 69Q: 3 clusters Score -1758733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1758736.625000 Penalty: 4646.202637
	Iteration 70Q: 3 clusters Score -1758737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1758736.375000 Penalty: 4646.202637
	Iteration 71Q: 3 clusters Score -1758736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1758739.375000 Penalty: 4646.202637
	Iteration 72Q: 3 clusters Score -1758739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1758741.750000 Penalty: 4646.202637
	Iteration 73Q: 3 clusters Score -1758742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1758743.500000 Penalty: 4646.202637
	Iteration 74Q: 3 clusters Score -1758744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1758747.625000 Penalty: 4646.202637
	Iteration 75Q: 3 clusters Score -1758748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1758750.625000 Penalty: 4646.202637
	Iteration 76Q: 3 clusters Score -1758751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1758751.125000 Penalty: 4646.202637
	Iteration 77Q: 3 clusters Score -1758751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1758756.875000 Penalty: 4646.202637
	Iteration 78Q: 3 clusters Score -1758757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1758759.750000 Penalty: 4646.202637
	Iteration 79Q: 3 clusters Score -1758760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1758764.875000 Penalty: 4646.202637
	Iteration 80F: 3 clusters Score -1758765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1758771.875000 Penalty: 4646.202637
	Iteration 81Q: 3 clusters Score -1758772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1758779.375000 Penalty: 4646.202637
	Iteration 82Q: 3 clusters Score -1758779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1758785.000000 Penalty: 4646.202637
	Iteration 83Q: 3 clusters Score -1758785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1758798.250000 Penalty: 4646.202637
	Iteration 84Q: 3 clusters Score -1758798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1758798.750000 Penalty: 4646.202637
	Iteration 85Q: 3 clusters Score -1758799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1758806.625000 Penalty: 4646.202637
	Iteration 86Q: 3 clusters Score -1758807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1758810.875000 Penalty: 4646.202637
	Iteration 87Q: 3 clusters Score -1758811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1758819.500000 Penalty: 4646.202637
	Iteration 88Q: 3 clusters Score -1758820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1758824.125000 Penalty: 4646.202637
	Iteration 89Q: 3 clusters Score -1758824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1758838.875000 Penalty: 4646.202637
	Iteration 90Q: 3 clusters Score -1758839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1758844.250000 Penalty: 4646.202637
	Iteration 91Q: 3 clusters Score -1758844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1758855.250000 Penalty: 4646.202637
	Iteration 92Q: 3 clusters Score -1758855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1758873.625000 Penalty: 4646.202637
	Iteration 93Q: 3 clusters Score -1758874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1758892.250000 Penalty: 4646.202637
	Iteration 94Q: 3 clusters Score -1758892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1758908.875000 Penalty: 4646.202637
	Iteration 95Q: 3 clusters Score -1758909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1758933.000000 Penalty: 4646.202637
	Iteration 96Q: 3 clusters Score -1758933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1758954.250000 Penalty: 4646.202637
	Iteration 97Q: 3 clusters Score -1758954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1758982.250000 Penalty: 4646.202637
	Iteration 98Q: 3 clusters Score -1758982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1759016.875000 Penalty: 4646.202637
	Iteration 99Q: 3 clusters Score -1759017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1759050.625000 Penalty: 4646.202637
	Iteration 100F: 3 clusters Score -1759051 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1759090.500000 Penalty: 4646.202637
	Iteration 101Q: 3 clusters Score -1759090 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1759131.125000 Penalty: 4646.202637
	Iteration 102Q: 3 clusters Score -1759131 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1759169.750000 Penalty: 4646.202637
	Iteration 103Q: 3 clusters Score -1759170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1759213.000000 Penalty: 4646.202637
	Iteration 104Q: 3 clusters Score -1759213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1759265.375000 Penalty: 4646.202637
	Iteration 105Q: 3 clusters Score -1759265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1759313.250000 Penalty: 4646.202637
	Iteration 106Q: 3 clusters Score -1759313 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1759383.500000 Penalty: 4646.202637
	Iteration 107Q: 3 clusters Score -1759384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1759455.750000 Penalty: 4646.202637
	Iteration 108Q: 3 clusters Score -1759456 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1759536.625000 Penalty: 4646.202637
	Iteration 109Q: 3 clusters Score -1759537 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1759606.750000 Penalty: 4646.202637
	Iteration 110Q: 3 clusters Score -1759607 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1759673.500000 Penalty: 4646.202637
	Iteration 111Q: 3 clusters Score -1759674 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1759741.500000 Penalty: 4646.202637
	Iteration 112Q: 3 clusters Score -1759742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1759787.500000 Penalty: 4646.202637
	Iteration 113Q: 3 clusters Score -1759788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1759833.000000 Penalty: 4646.202637
	Iteration 114Q: 3 clusters Score -1759833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1759883.250000 Penalty: 4646.202637
	Iteration 115Q: 3 clusters Score -1759883 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1759934.875000 Penalty: 4646.202637
	Iteration 116Q: 3 clusters Score -1759935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1759986.875000 Penalty: 4646.202637
	Iteration 117Q: 3 clusters Score -1759987 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1760026.500000 Penalty: 4646.202637
	Iteration 118Q: 3 clusters Score -1760026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1760075.375000 Penalty: 4646.202637
	Iteration 119Q: 3 clusters Score -1760075 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1760106.000000 Penalty: 4646.202637
	Iteration 120F: 3 clusters Score -1760106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1760143.875000 Penalty: 4646.202637
	Iteration 121Q: 3 clusters Score -1760144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1760176.375000 Penalty: 4646.202637
	Iteration 122Q: 3 clusters Score -1760176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1760195.125000 Penalty: 4646.202637
	Iteration 123Q: 3 clusters Score -1760195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1760213.000000 Penalty: 4646.202637
	Iteration 124Q: 3 clusters Score -1760213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1760230.250000 Penalty: 4646.202637
	Iteration 125Q: 3 clusters Score -1760230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1760237.500000 Penalty: 4646.202637
	Iteration 126Q: 3 clusters Score -1760238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1760246.625000 Penalty: 4646.202637
	Iteration 127Q: 3 clusters Score -1760247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1760253.500000 Penalty: 4646.202637
	Iteration 128Q: 3 clusters Score -1760254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1760262.625000 Penalty: 4646.202637
	Iteration 129Q: 3 clusters Score -1760263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1760270.875000 Penalty: 4646.202637
	Iteration 130Q: 3 clusters Score -1760271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1760276.000000 Penalty: 4646.202637
	Iteration 131Q: 3 clusters Score -1760276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1760285.875000 Penalty: 4646.202637
	Iteration 132Q: 3 clusters Score -1760286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1760291.125000 Penalty: 4646.202637
	Iteration 133Q: 3 clusters Score -1760291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1760294.625000 Penalty: 4646.202637
	Iteration 134Q: 3 clusters Score -1760295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1760296.625000 Penalty: 4646.202637
	Iteration 135Q: 3 clusters Score -1760297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1760298.750000 Penalty: 4646.202637
	Iteration 136Q: 3 clusters Score -1760299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1760303.500000 Penalty: 4646.202637
	Iteration 137Q: 3 clusters Score -1760304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1760301.375000 Penalty: 4646.202637
	Iteration 138Q: 3 clusters Score -1760301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1760307.000000 Penalty: 4646.202637
	Iteration 139Q: 3 clusters Score -1760307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1760308.875000 Penalty: 4646.202637
	Iteration 140F: 3 clusters Score -1760309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1760308.625000 Penalty: 4646.202637
	Iteration 141Q: 3 clusters Score -1760309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1760313.250000 Penalty: 4646.202637
	Iteration 142Q: 3 clusters Score -1760313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1760315.125000 Penalty: 4646.202637
	Iteration 143Q: 3 clusters Score -1760315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1760315.875000 Penalty: 4646.202637
	Iteration 144Q: 3 clusters Score -1760316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1760317.125000 Penalty: 4646.202637
	Iteration 145Q: 3 clusters Score -1760317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1760322.250000 Penalty: 4646.202637
	Iteration 146Q: 3 clusters Score -1760322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1760326.125000 Penalty: 4646.202637
	Iteration 147Q: 3 clusters Score -1760326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1760326.000000 Penalty: 4646.202637
	Iteration 148Q: 3 clusters Score -1760326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1760331.750000 Penalty: 4646.202637
	Iteration 149Q: 3 clusters Score -1760332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1760335.000000 Penalty: 4646.202637
	Iteration 150Q: 3 clusters Score -1760335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1760335.750000 Penalty: 4646.202637
	Iteration 151Q: 3 clusters Score -1760336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1760336.375000 Penalty: 4646.202637
	Iteration 152Q: 3 clusters Score -1760336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1760337.125000 Penalty: 4646.202637
	Iteration 153Q: 3 clusters Score -1760337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1760336.500000 Penalty: 4646.202637
	Iteration 154Q: 3 clusters Score -1760336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1760337.125000 Penalty: 4646.202637
	Iteration 155Q: 3 clusters Score -1760337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1760337.125000 Penalty: 4646.202637
	Iteration 156F: 3 clusters Score -1760337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -320192.937500 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -320192.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -317527.843750 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -317527.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -318114.062500 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -318114.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -318328.781250 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -318328.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -318485.156250 Penalty: 3805.226074
	Iteration 3F: 3 clusters Score -318485.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -318635.531250 Penalty: 3805.226074
	Iteration 4F: 3 clusters Score -318635.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -318787.781250 Penalty: 3805.226074
	Iteration 5F: 3 clusters Score -318787.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -318913.000000 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -318913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -318987.750000 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -318987.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -319031.875000 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -319031.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -319059.562500 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -319059.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -319083.000000 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -319083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -319107.250000 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -319107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -319121.593750 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -319121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -319132.281250 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -319132.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -319142.562500 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -319142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -319149.281250 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -319149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -319153.000000 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -319153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -319156.812500 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -319156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -319160.718750 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -319160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -319163.468750 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -319163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -319165.156250 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -319165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Entering Unmasked Estep 
Score: -7087142.000000 Penalty: 2664.142090
	Iteration 0F: 2 clusters Score -7087142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7055861.500000 Penalty: 5328.284180
	Iteration 0F: 3 clusters Score -7055862 nChanged 21348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -7067969.000000 Penalty: 5328.284180
	Iteration 1F: 3 clusters Score -7067969 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -7068605.500000 Penalty: 5328.284180
	Iteration 2Q: 3 clusters Score -7068606 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7069201.000000 Penalty: 5328.284180
	Iteration 3Q: 3 clusters Score -7069201 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -7069852.500000 Penalty: 5328.284180
	Iteration 4Q: 3 clusters Score -7069852 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -7070638.500000 Penalty: 5328.284180
	Iteration 5Q: 3 clusters Score -7070638 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -7071857.000000 Penalty: 5328.284180
	Iteration 6F: 3 clusters Score -7071857 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -7073651.500000 Penalty: 5328.284180
	Iteration 7F: 3 clusters Score -7073652 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -7075852.500000 Penalty: 5328.284180
	Iteration 8F: 3 clusters Score -7075852 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -7078379.000000 Penalty: 5328.284180
	Iteration 9F: 3 clusters Score -7078379 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7080508.000000 Penalty: 5328.284180
	Iteration 10F: 3 clusters Score -7080508 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -7082204.500000 Penalty: 5328.284180
	Iteration 11Q: 3 clusters Score -7082204 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -7083332.000000 Penalty: 5328.284180
	Iteration 12Q: 3 clusters Score -7083332 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -7083992.000000 Penalty: 5328.284180
	Iteration 13Q: 3 clusters Score -7083992 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -7084338.000000 Penalty: 5328.284180
	Iteration 14Q: 3 clusters Score -7084338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -7084549.000000 Penalty: 5328.284180
	Iteration 15Q: 3 clusters Score -7084549 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -7084667.500000 Penalty: 5328.284180
	Iteration 16Q: 3 clusters Score -7084668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -7084739.500000 Penalty: 5328.284180
	Iteration 17Q: 3 clusters Score -7084740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -7084776.000000 Penalty: 5328.284180
	Iteration 18Q: 3 clusters Score -7084776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -7084822.500000 Penalty: 5328.284180
	Iteration 19Q: 3 clusters Score -7084822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -7084842.500000 Penalty: 5328.284180
	Iteration 20F: 3 clusters Score -7084842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -7084878.000000 Penalty: 5328.284180
	Iteration 21Q: 3 clusters Score -7084878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -7084891.000000 Penalty: 5328.284180
	Iteration 22Q: 3 clusters Score -7084891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -7084893.000000 Penalty: 5328.284180
	Iteration 23Q: 3 clusters Score -7084893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -7084896.500000 Penalty: 5328.284180
	Iteration 24Q: 3 clusters Score -7084896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7084902.000000 Penalty: 5328.284180
	Iteration 25Q: 3 clusters Score -7084902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -7084917.500000 Penalty: 5328.284180
	Iteration 26Q: 3 clusters Score -7084918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7084922.500000 Penalty: 5328.284180
	Iteration 27Q: 3 clusters Score -7084922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7084927.000000 Penalty: 5328.284180
	Iteration 28Q: 3 clusters Score -7084927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7084943.000000 Penalty: 5328.284180
	Iteration 29Q: 3 clusters Score -7084943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7084941.000000 Penalty: 5328.284180
	Iteration 30Q: 3 clusters Score -7084941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -7084938.500000 Penalty: 5328.284180
	Iteration 31Q: 3 clusters Score -7084938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7084941.000000 Penalty: 5328.284180
	Iteration 32Q: 3 clusters Score -7084941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7084948.000000 Penalty: 5328.284180
	Iteration 33Q: 3 clusters Score -7084948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -7084956.000000 Penalty: 5328.284180
	Iteration 34Q: 3 clusters Score -7084956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -7084969.000000 Penalty: 5328.284180
	Iteration 35Q: 3 clusters Score -7084969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -7084973.500000 Penalty: 5328.284180
	Iteration 36Q: 3 clusters Score -7084974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -7084989.000000 Penalty: 5328.284180
	Iteration 37Q: 3 clusters Score -7084989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7084986.000000 Penalty: 5328.284180
	Iteration 38Q: 3 clusters Score -7084986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7084991.500000 Penalty: 5328.284180
	Iteration 39Q: 3 clusters Score -7084992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7084991.000000 Penalty: 5328.284180
	Iteration 40F: 3 clusters Score -7084991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -7084995.500000 Penalty: 5328.284180
	Iteration 41Q: 3 clusters Score -7084996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7085005.000000 Penalty: 5328.284180
	Iteration 42Q: 3 clusters Score -7085005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7085008.500000 Penalty: 5328.284180
	Iteration 43Q: 3 clusters Score -7085008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7085020.500000 Penalty: 5328.284180
	Iteration 44Q: 3 clusters Score -7085020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -7085022.500000 Penalty: 5328.284180
	Iteration 45Q: 3 clusters Score -7085022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -7085021.500000 Penalty: 5328.284180
	Iteration 46Q: 3 clusters Score -7085022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -7085027.500000 Penalty: 5328.284180
	Iteration 47Q: 3 clusters Score -7085028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -7085026.000000 Penalty: 5328.284180
	Iteration 48Q: 3 clusters Score -7085026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -7085030.000000 Penalty: 5328.284180
	Iteration 49Q: 3 clusters Score -7085030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -7085027.000000 Penalty: 5328.284180
	Iteration 50Q: 3 clusters Score -7085027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7085038.500000 Penalty: 5328.284180
	Iteration 51Q: 3 clusters Score -7085038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7085053.500000 Penalty: 5328.284180
	Iteration 52Q: 3 clusters Score -7085054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -7085057.500000 Penalty: 5328.284180
	Iteration 53Q: 3 clusters Score -7085058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -7085059.000000 Penalty: 5328.284180
	Iteration 54Q: 3 clusters Score -7085059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7085067.500000 Penalty: 5328.284180
	Iteration 55Q: 3 clusters Score -7085068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7085068.500000 Penalty: 5328.284180
	Iteration 56Q: 3 clusters Score -7085068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7085080.500000 Penalty: 5328.284180
	Iteration 57Q: 3 clusters Score -7085080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7085094.000000 Penalty: 5328.284180
	Iteration 58Q: 3 clusters Score -7085094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7085095.500000 Penalty: 5328.284180
	Iteration 59Q: 3 clusters Score -7085096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -7085092.500000 Penalty: 5328.284180
	Iteration 60F: 3 clusters Score -7085092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Entering Unmasked Estep 
Score: -3146259.000000 Penalty: 2458.704590
	Iteration 0F: 2 clusters Score -3146259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3132124.750000 Penalty: 4917.409180
	Iteration 0F: 3 clusters Score -3132125 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3136815.750000 Penalty: 4917.409180
	Iteration 1F: 3 clusters Score -3136816 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3137175.250000 Penalty: 4917.409180
	Iteration 2F: 3 clusters Score -3137175 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3137439.750000 Penalty: 4917.409180
	Iteration 3Q: 3 clusters Score -3137440 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3137657.750000 Penalty: 4917.409180
	Iteration 4Q: 3 clusters Score -3137658 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3137892.250000 Penalty: 4917.409180
	Iteration 5Q: 3 clusters Score -3137892 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3138168.250000 Penalty: 4917.409180
	Iteration 6Q: 3 clusters Score -3138168 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3138544.000000 Penalty: 4917.409180
	Iteration 7Q: 3 clusters Score -3138544 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3139086.750000 Penalty: 4917.409180
	Iteration 8Q: 3 clusters Score -3139087 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3139848.750000 Penalty: 4917.409180
	Iteration 9F: 3 clusters Score -3139849 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3140867.250000 Penalty: 4917.409180
	Iteration 10F: 3 clusters Score -3140867 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3142005.000000 Penalty: 4917.409180
	Iteration 11F: 3 clusters Score -3142005 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3142976.750000 Penalty: 4917.409180
	Iteration 12F: 3 clusters Score -3142977 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3143582.750000 Penalty: 4917.409180
	Iteration 13Q: 3 clusters Score -3143583 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3143847.750000 Penalty: 4917.409180
	Iteration 14Q: 3 clusters Score -3143848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3143965.000000 Penalty: 4917.409180
	Iteration 15Q: 3 clusters Score -3143965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3144027.250000 Penalty: 4917.409180
	Iteration 16Q: 3 clusters Score -3144027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3144051.250000 Penalty: 4917.409180
	Iteration 17Q: 3 clusters Score -3144051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3144071.000000 Penalty: 4917.409180
	Iteration 18Q: 3 clusters Score -3144071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3144085.250000 Penalty: 4917.409180
	Iteration 19Q: 3 clusters Score -3144085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3144089.500000 Penalty: 4917.409180
	Iteration 20F: 3 clusters Score -3144090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3144089.250000 Penalty: 4917.409180
	Iteration 21Q: 3 clusters Score -3144089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3144091.500000 Penalty: 4917.409180
	Iteration 22Q: 3 clusters Score -3144092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3144093.500000 Penalty: 4917.409180
	Iteration 23Q: 3 clusters Score -3144094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3144098.500000 Penalty: 4917.409180
	Iteration 24Q: 3 clusters Score -3144098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3144104.000000 Penalty: 4917.409180
	Iteration 25Q: 3 clusters Score -3144104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3144101.500000 Penalty: 4917.409180
	Iteration 26Q: 3 clusters Score -3144102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3144105.750000 Penalty: 4917.409180
	Iteration 27Q: 3 clusters Score -3144106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3144116.500000 Penalty: 4917.409180
	Iteration 28Q: 3 clusters Score -3144116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3144116.500000 Penalty: 4917.409180
	Iteration 29F: 3 clusters Score -3144116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -87704.359375 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -87704.36 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 397 members 
Entering Unmasked Estep 
Score: -86016.609375 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -86016.61 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86706.570312 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -86706.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87284.789062 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -87284.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87659.539062 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -87659.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -87900.609375 Penalty: 3311.208252
	Iteration 4F: 3 clusters Score -87900.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -88074.453125 Penalty: 3311.208252
	Iteration 5F: 3 clusters Score -88074.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -88234.164062 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -88234.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -88430.820312 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -88430.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -88538.898438 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -88538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -88650.093750 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -88650.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -88686.046875 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -88686.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -88717.812500 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -88717.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -88719.554688 Penalty: 3311.208252
	Iteration 12F: 3 clusters Score -88719.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -88735.343750 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -88735.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -88753.085938 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -88753.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -88807.437500 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -88807.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -88938.742188 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -88938.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -89157.585938 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -89157.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -89269.812500 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -89269.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -89272.789062 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -89272.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -89272.789062 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -89272.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Entering Unmasked Estep 
Score: -70333832.000000 Penalty: 132818.546875
Splitting cluster 16 changes total score from -70333824.000000 to -70333832.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -309958.968750 Penalty: 1898.066772
	Iteration 0F: 2 clusters Score -309959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -307259.343750 Penalty: 3796.133545
	Iteration 0F: 3 clusters Score -307259.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -307756.343750 Penalty: 3796.133545
	Iteration 1F: 3 clusters Score -307756.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -307880.312500 Penalty: 3796.133545
	Iteration 2F: 3 clusters Score -307880.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -307955.000000 Penalty: 3796.133545
	Iteration 3Q: 3 clusters Score -307955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -308016.468750 Penalty: 3796.133545
	Iteration 4Q: 3 clusters Score -308016.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -308072.500000 Penalty: 3796.133545
	Iteration 5Q: 3 clusters Score -308072.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -308116.187500 Penalty: 3796.133545
	Iteration 6Q: 3 clusters Score -308116.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -308157.875000 Penalty: 3796.133545
	Iteration 7Q: 3 clusters Score -308157.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -308180.937500 Penalty: 3796.133545
	Iteration 8Q: 3 clusters Score -308180.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -308207.656250 Penalty: 3796.133545
	Iteration 9Q: 3 clusters Score -308207.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -308230.281250 Penalty: 3796.133545
	Iteration 10Q: 3 clusters Score -308230.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -308243.468750 Penalty: 3796.133545
	Iteration 11Q: 3 clusters Score -308243.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -308250.406250 Penalty: 3796.133545
	Iteration 12Q: 3 clusters Score -308250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -308259.593750 Penalty: 3796.133545
	Iteration 13Q: 3 clusters Score -308259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -308265.125000 Penalty: 3796.133545
	Iteration 14Q: 3 clusters Score -308265.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -308268.593750 Penalty: 3796.133545
	Iteration 15Q: 3 clusters Score -308268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -308272.468750 Penalty: 3796.133545
	Iteration 16Q: 3 clusters Score -308272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -308275.500000 Penalty: 3796.133545
	Iteration 17Q: 3 clusters Score -308275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -308279.625000 Penalty: 3796.133545
	Iteration 18Q: 3 clusters Score -308279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -308284.468750 Penalty: 3796.133545
	Iteration 19Q: 3 clusters Score -308284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -308288.625000 Penalty: 3796.133545
	Iteration 20F: 3 clusters Score -308288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -308290.000000 Penalty: 3796.133545
	Iteration 21Q: 3 clusters Score -308290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308291.000000 Penalty: 3796.133545
	Iteration 22Q: 3 clusters Score -308291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -308293.250000 Penalty: 3796.133545
	Iteration 23Q: 3 clusters Score -308293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -308295.937500 Penalty: 3796.133545
	Iteration 24Q: 3 clusters Score -308295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -308298.187500 Penalty: 3796.133545
	Iteration 25Q: 3 clusters Score -308298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -308299.562500 Penalty: 3796.133545
	Iteration 26Q: 3 clusters Score -308299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -308299.312500 Penalty: 3796.133545
	Iteration 27Q: 3 clusters Score -308299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -308301.062500 Penalty: 3796.133545
	Iteration 28Q: 3 clusters Score -308301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -308301.406250 Penalty: 3796.133545
	Iteration 29Q: 3 clusters Score -308301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -308301.656250 Penalty: 3796.133545
	Iteration 30Q: 3 clusters Score -308301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -308305.375000 Penalty: 3796.133545
	Iteration 31Q: 3 clusters Score -308305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -308305.781250 Penalty: 3796.133545
	Iteration 32Q: 3 clusters Score -308305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -308306.500000 Penalty: 3796.133545
	Iteration 33Q: 3 clusters Score -308306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -308307.156250 Penalty: 3796.133545
	Iteration 34Q: 3 clusters Score -308307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -308307.156250 Penalty: 3796.133545
	Iteration 35F: 3 clusters Score -308307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -1386751.250000 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -1386751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1379312.000000 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -1379312 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1381559.500000 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -1381560 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1381947.500000 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -1381948 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1382251.500000 Penalty: 4551.530762
	Iteration 3F: 3 clusters Score -1382252 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1382485.500000 Penalty: 4551.530762
	Iteration 4Q: 3 clusters Score -1382486 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1382747.500000 Penalty: 4551.530762
	Iteration 5Q: 3 clusters Score -1382748 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1383002.000000 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -1383002 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1383261.000000 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -1383261 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1383492.000000 Penalty: 4551.530762
	Iteration 8Q: 3 clusters Score -1383492 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1383736.250000 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -1383736 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1383935.375000 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -1383935 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1384089.625000 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -1384090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1384179.375000 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -1384179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1384235.000000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -1384235 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1384297.875000 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -1384298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1384346.125000 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -1384346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1384388.750000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -1384389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1384429.500000 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -1384430 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1384481.250000 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -1384481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1384511.625000 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -1384512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1384541.875000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -1384542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1384576.375000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -1384576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1384603.000000 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -1384603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1384630.500000 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -1384630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1384658.750000 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -1384659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1384699.875000 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -1384700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1384742.250000 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -1384742 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1384797.125000 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -1384797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1384855.750000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -1384856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1384916.625000 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -1384917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1384991.000000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -1384991 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1385067.750000 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -1385068 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1385145.875000 Penalty: 4551.530762
	Iteration 32Q: 3 clusters Score -1385146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1385222.875000 Penalty: 4551.530762
	Iteration 33Q: 3 clusters Score -1385223 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1385287.125000 Penalty: 4551.530762
	Iteration 34Q: 3 clusters Score -1385287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1385333.125000 Penalty: 4551.530762
	Iteration 35Q: 3 clusters Score -1385333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1385373.625000 Penalty: 4551.530762
	Iteration 36Q: 3 clusters Score -1385374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1385397.875000 Penalty: 4551.530762
	Iteration 37Q: 3 clusters Score -1385398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1385424.000000 Penalty: 4551.530762
	Iteration 38Q: 3 clusters Score -1385424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1385447.750000 Penalty: 4551.530762
	Iteration 39Q: 3 clusters Score -1385448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1385466.375000 Penalty: 4551.530762
	Iteration 40F: 3 clusters Score -1385466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1385484.750000 Penalty: 4551.530762
	Iteration 41Q: 3 clusters Score -1385485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1385494.375000 Penalty: 4551.530762
	Iteration 42Q: 3 clusters Score -1385494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1385511.250000 Penalty: 4551.530762
	Iteration 43Q: 3 clusters Score -1385511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1385531.125000 Penalty: 4551.530762
	Iteration 44Q: 3 clusters Score -1385531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1385546.375000 Penalty: 4551.530762
	Iteration 45Q: 3 clusters Score -1385546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1385562.375000 Penalty: 4551.530762
	Iteration 46Q: 3 clusters Score -1385562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1385573.500000 Penalty: 4551.530762
	Iteration 47Q: 3 clusters Score -1385574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1385579.750000 Penalty: 4551.530762
	Iteration 48Q: 3 clusters Score -1385580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1385584.500000 Penalty: 4551.530762
	Iteration 49Q: 3 clusters Score -1385584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1385591.625000 Penalty: 4551.530762
	Iteration 50Q: 3 clusters Score -1385592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1385596.625000 Penalty: 4551.530762
	Iteration 51Q: 3 clusters Score -1385597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1385606.000000 Penalty: 4551.530762
	Iteration 52Q: 3 clusters Score -1385606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1385609.625000 Penalty: 4551.530762
	Iteration 53Q: 3 clusters Score -1385610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1385610.250000 Penalty: 4551.530762
	Iteration 54Q: 3 clusters Score -1385610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1385618.750000 Penalty: 4551.530762
	Iteration 55Q: 3 clusters Score -1385619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1385623.125000 Penalty: 4551.530762
	Iteration 56Q: 3 clusters Score -1385623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1385630.250000 Penalty: 4551.530762
	Iteration 57Q: 3 clusters Score -1385630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1385640.000000 Penalty: 4551.530762
	Iteration 58Q: 3 clusters Score -1385640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1385648.625000 Penalty: 4551.530762
	Iteration 59Q: 3 clusters Score -1385649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1385654.125000 Penalty: 4551.530762
	Iteration 60F: 3 clusters Score -1385654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1385656.750000 Penalty: 4551.530762
	Iteration 61Q: 3 clusters Score -1385657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1385660.250000 Penalty: 4551.530762
	Iteration 62Q: 3 clusters Score -1385660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1385665.375000 Penalty: 4551.530762
	Iteration 63Q: 3 clusters Score -1385665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1385667.500000 Penalty: 4551.530762
	Iteration 64Q: 3 clusters Score -1385668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1385675.500000 Penalty: 4551.530762
	Iteration 65Q: 3 clusters Score -1385676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1385676.125000 Penalty: 4551.530762
	Iteration 66Q: 3 clusters Score -1385676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1385680.375000 Penalty: 4551.530762
	Iteration 67Q: 3 clusters Score -1385680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1385687.500000 Penalty: 4551.530762
	Iteration 68Q: 3 clusters Score -1385688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1385688.000000 Penalty: 4551.530762
	Iteration 69Q: 3 clusters Score -1385688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1385692.500000 Penalty: 4551.530762
	Iteration 70Q: 3 clusters Score -1385692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1385694.750000 Penalty: 4551.530762
	Iteration 71Q: 3 clusters Score -1385695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1385697.500000 Penalty: 4551.530762
	Iteration 72Q: 3 clusters Score -1385698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1385696.875000 Penalty: 4551.530762
	Iteration 73Q: 3 clusters Score -1385697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1385697.500000 Penalty: 4551.530762
	Iteration 74Q: 3 clusters Score -1385698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1385696.625000 Penalty: 4551.530762
	Iteration 75Q: 3 clusters Score -1385697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1385698.125000 Penalty: 4551.530762
	Iteration 76Q: 3 clusters Score -1385698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1385698.000000 Penalty: 4551.530762
	Iteration 77Q: 3 clusters Score -1385698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1385698.000000 Penalty: 4551.530762
	Iteration 78F: 3 clusters Score -1385698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -144626.171875 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -144626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142734.671875 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -142734.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -143303.531250 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -143303.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143566.875000 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -143566.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143802.953125 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -143803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143950.484375 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -143950.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -144032.078125 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -144032.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144101.906250 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -144101.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144179.765625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -144179.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144226.453125 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -144226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144279.875000 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -144279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144338.875000 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -144338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144409.234375 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -144409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144472.187500 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -144472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144521.562500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -144521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144561.937500 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -144561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144565.625000 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -144565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144579.296875 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -144579.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144584.375000 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -144584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144587.421875 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -144587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144595.109375 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -144595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144615.375000 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -144615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -144643.500000 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -144643.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144668.390625 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -144668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -144685.328125 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -144685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -144701.921875 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -144701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -144709.125000 Penalty: 3480.683105
	Iteration 25Q: 3 clusters Score -144709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144719.843750 Penalty: 3480.683105
	Iteration 26Q: 3 clusters Score -144719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144725.265625 Penalty: 3480.683105
	Iteration 27Q: 3 clusters Score -144725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -144726.500000 Penalty: 3480.683105
	Iteration 28Q: 3 clusters Score -144726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144728.562500 Penalty: 3480.683105
	Iteration 29Q: 3 clusters Score -144728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -144730.109375 Penalty: 3480.683105
	Iteration 30Q: 3 clusters Score -144730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -144730.109375 Penalty: 3480.683105
	Iteration 31F: 3 clusters Score -144730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Mstep: Class 42 contains 448 members 
Entering Unmasked Estep 
Score: -70332520.000000 Penalty: 136058.015625
Splitting cluster 19 changes total score from -70333824.000000 to -70332520.000000
So it's not getting split.
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: -37519.976562 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37519.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36296.320312 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36296.32 nChanged 31
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: -36400.171875 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36400.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36415.976562 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36415.98 nChanged 4
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: -36430.953125 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36430.95 nChanged 1
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: -36432.613281 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36432.61 nChanged 0
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: -36432.613281 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -36432.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -147281.703125 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -147281.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -145361.593750 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -145361.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145849.796875 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -145849.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -146067.796875 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -146067.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146251.062500 Penalty: 3454.211182
	Iteration 3F: 3 clusters Score -146251.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -146420.640625 Penalty: 3454.211182
	Iteration 4F: 3 clusters Score -146420.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -146602.265625 Penalty: 3454.211182
	Iteration 5F: 3 clusters Score -146602.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -146810.156250 Penalty: 3454.211182
	Iteration 6F: 3 clusters Score -146810.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -146883.703125 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -146883.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146933.343750 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -146933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146983.859375 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -146983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147038.312500 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -147038.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147079.171875 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -147079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147099.906250 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -147099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147109.468750 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -147109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147115.453125 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -147115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147125.843750 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -147125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147132.062500 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -147132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -147135.609375 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -147135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147140.671875 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -147140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147141.062500 Penalty: 3454.211182
	Iteration 19Q: 3 clusters Score -147141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147141.062500 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -147141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -46074.871094 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -46074.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44758.281250 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -44758.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45043.789062 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -45043.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45219.773438 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -45219.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45305.953125 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -45305.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45381.003906 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -45381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45468.453125 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -45468.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45546.628906 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -45546.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45601.738281 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -45601.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45652.039062 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -45652.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45698.152344 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -45698.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45726.257812 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -45726.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45773.101562 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -45773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45830.437500 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -45830.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45841.476562 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -45841.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45851.539062 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -45851.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45853.722656 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -45853.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45860.625000 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -45860.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45866.488281 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -45866.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45879.570312 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -45879.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45900.125000 Penalty: 2941.076172
	Iteration 19Q: 3 clusters Score -45900.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45902.789062 Penalty: 2941.076172
	Iteration 20F: 3 clusters Score -45902.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45926.613281 Penalty: 2941.076172
	Iteration 21Q: 3 clusters Score -45926.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45947.492188 Penalty: 2941.076172
	Iteration 22Q: 3 clusters Score -45947.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45947.492188 Penalty: 2941.076172
	Iteration 23F: 3 clusters Score -45947.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Entering Unmasked Estep 
Score: -3419025.500000 Penalty: 2482.113770
	Iteration 0F: 2 clusters Score -3419026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3403451.750000 Penalty: 4964.227539
	Iteration 0F: 3 clusters Score -3403452 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3408942.250000 Penalty: 4964.227539
	Iteration 1F: 3 clusters Score -3408942 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3409546.750000 Penalty: 4964.227539
	Iteration 2F: 3 clusters Score -3409547 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3410296.500000 Penalty: 4964.227539
	Iteration 3F: 3 clusters Score -3410296 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3411299.000000 Penalty: 4964.227539
	Iteration 4F: 3 clusters Score -3411299 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3412660.500000 Penalty: 4964.227539
	Iteration 5F: 3 clusters Score -3412660 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3414381.750000 Penalty: 4964.227539
	Iteration 6F: 3 clusters Score -3414382 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3416158.500000 Penalty: 4964.227539
	Iteration 7F: 3 clusters Score -3416158 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3417168.000000 Penalty: 4964.227539
	Iteration 8F: 3 clusters Score -3417168 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3417583.750000 Penalty: 4964.227539
	Iteration 9Q: 3 clusters Score -3417584 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3417824.500000 Penalty: 4964.227539
	Iteration 10Q: 3 clusters Score -3417824 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3417947.500000 Penalty: 4964.227539
	Iteration 11Q: 3 clusters Score -3417948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3418051.500000 Penalty: 4964.227539
	Iteration 12Q: 3 clusters Score -3418052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3418155.750000 Penalty: 4964.227539
	Iteration 13Q: 3 clusters Score -3418156 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3418282.500000 Penalty: 4964.227539
	Iteration 14Q: 3 clusters Score -3418282 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3418389.000000 Penalty: 4964.227539
	Iteration 15Q: 3 clusters Score -3418389 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3418479.250000 Penalty: 4964.227539
	Iteration 16Q: 3 clusters Score -3418479 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3418559.250000 Penalty: 4964.227539
	Iteration 17Q: 3 clusters Score -3418559 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3418630.250000 Penalty: 4964.227539
	Iteration 18Q: 3 clusters Score -3418630 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3418707.750000 Penalty: 4964.227539
	Iteration 19Q: 3 clusters Score -3418708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3418750.500000 Penalty: 4964.227539
	Iteration 20F: 3 clusters Score -3418750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3418774.000000 Penalty: 4964.227539
	Iteration 21Q: 3 clusters Score -3418774 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3418798.250000 Penalty: 4964.227539
	Iteration 22Q: 3 clusters Score -3418798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3418815.500000 Penalty: 4964.227539
	Iteration 23Q: 3 clusters Score -3418816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3418818.500000 Penalty: 4964.227539
	Iteration 24Q: 3 clusters Score -3418818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3418828.750000 Penalty: 4964.227539
	Iteration 25Q: 3 clusters Score -3418829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3418836.500000 Penalty: 4964.227539
	Iteration 26Q: 3 clusters Score -3418836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3418842.250000 Penalty: 4964.227539
	Iteration 27Q: 3 clusters Score -3418842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3418852.750000 Penalty: 4964.227539
	Iteration 28Q: 3 clusters Score -3418853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3418849.750000 Penalty: 4964.227539
	Iteration 29Q: 3 clusters Score -3418850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3418851.250000 Penalty: 4964.227539
	Iteration 30Q: 3 clusters Score -3418851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3418855.500000 Penalty: 4964.227539
	Iteration 31Q: 3 clusters Score -3418856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3418851.250000 Penalty: 4964.227539
	Iteration 32Q: 3 clusters Score -3418851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3418851.500000 Penalty: 4964.227539
	Iteration 33Q: 3 clusters Score -3418852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3418857.250000 Penalty: 4964.227539
	Iteration 34Q: 3 clusters Score -3418857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3418848.750000 Penalty: 4964.227539
	Iteration 35Q: 3 clusters Score -3418849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3418848.250000 Penalty: 4964.227539
	Iteration 36Q: 3 clusters Score -3418848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3418845.750000 Penalty: 4964.227539
	Iteration 37Q: 3 clusters Score -3418846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3418848.750000 Penalty: 4964.227539
	Iteration 38Q: 3 clusters Score -3418849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3418851.250000 Penalty: 4964.227539
	Iteration 39Q: 3 clusters Score -3418851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3418848.500000 Penalty: 4964.227539
	Iteration 40F: 3 clusters Score -3418848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -410573.250000 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -410573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -407412.750000 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -407412.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -408169.875000 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -408169.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -408447.375000 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -408447.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -408620.937500 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -408620.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -408827.625000 Penalty: 3949.012451
	Iteration 4F: 3 clusters Score -408827.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -409049.812500 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -409049.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -409212.750000 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -409212.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -409302.093750 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -409302.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -409368.968750 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -409369 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -409443.312500 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -409443.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -409512.218750 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -409512.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409588.625000 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -409588.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -409682.281250 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -409682.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -409820.125000 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -409820.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -409945.031250 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -409945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -410047.625000 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -410047.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -410117.062500 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -410117.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -410168.875000 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -410168.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -410246.093750 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -410246.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -410294.687500 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -410294.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -410339.312500 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -410339.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -410370.687500 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -410370.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -410400.937500 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -410400.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -410440.281250 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -410440.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -410510.531250 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -410510.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -410586.937500 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -410586.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -410676.281250 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -410676.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -410771.125000 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -410771.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -410828.218750 Penalty: 3949.012451
	Iteration 28Q: 3 clusters Score -410828.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -410857.906250 Penalty: 3949.012451
	Iteration 29Q: 3 clusters Score -410857.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -410869.031250 Penalty: 3949.012451
	Iteration 30Q: 3 clusters Score -410869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -410873.718750 Penalty: 3949.012451
	Iteration 31Q: 3 clusters Score -410873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -410875.343750 Penalty: 3949.012451
	Iteration 32Q: 3 clusters Score -410875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -410877.468750 Penalty: 3949.012451
	Iteration 33Q: 3 clusters Score -410877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -410879.781250 Penalty: 3949.012451
	Iteration 34Q: 3 clusters Score -410879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -410879.312500 Penalty: 3949.012451
	Iteration 35Q: 3 clusters Score -410879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -410879.312500 Penalty: 3949.012451
	Iteration 36F: 3 clusters Score -410879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 1249 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Mstep: Class 42 contains 1620 members 
Entering Unmasked Estep 
Score: -70332792.000000 Penalty: 136058.015625
Splitting cluster 24 changes total score from -70333824.000000 to -70332792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Entering Unmasked Estep 
Score: -5417130.500000 Penalty: 2598.863037
	Iteration 0F: 2 clusters Score -5417130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -5392875.500000 Penalty: 5197.726074
	Iteration 0F: 3 clusters Score -5392876 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5401625.500000 Penalty: 5197.726074
	Iteration 1F: 3 clusters Score -5401626 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5402262.500000 Penalty: 5197.726074
	Iteration 2Q: 3 clusters Score -5402262 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5402807.000000 Penalty: 5197.726074
	Iteration 3Q: 3 clusters Score -5402807 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -5403390.000000 Penalty: 5197.726074
	Iteration 4Q: 3 clusters Score -5403390 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -5404044.000000 Penalty: 5197.726074
	Iteration 5Q: 3 clusters Score -5404044 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5404743.000000 Penalty: 5197.726074
	Iteration 6Q: 3 clusters Score -5404743 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5405649.000000 Penalty: 5197.726074
	Iteration 7Q: 3 clusters Score -5405649 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5406786.000000 Penalty: 5197.726074
	Iteration 8F: 3 clusters Score -5406786 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5408104.500000 Penalty: 5197.726074
	Iteration 9F: 3 clusters Score -5408104 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5409318.500000 Penalty: 5197.726074
	Iteration 10F: 3 clusters Score -5409318 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5410160.000000 Penalty: 5197.726074
	Iteration 11Q: 3 clusters Score -5410160 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5410607.500000 Penalty: 5197.726074
	Iteration 12Q: 3 clusters Score -5410608 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -5410841.000000 Penalty: 5197.726074
	Iteration 13Q: 3 clusters Score -5410841 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -5410982.500000 Penalty: 5197.726074
	Iteration 14Q: 3 clusters Score -5410982 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5411099.000000 Penalty: 5197.726074
	Iteration 15Q: 3 clusters Score -5411099 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -5411186.500000 Penalty: 5197.726074
	Iteration 16Q: 3 clusters Score -5411186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5411299.000000 Penalty: 5197.726074
	Iteration 17Q: 3 clusters Score -5411299 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5411362.500000 Penalty: 5197.726074
	Iteration 18Q: 3 clusters Score -5411362 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5411438.000000 Penalty: 5197.726074
	Iteration 19Q: 3 clusters Score -5411438 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5411525.500000 Penalty: 5197.726074
	Iteration 20F: 3 clusters Score -5411526 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -5411572.000000 Penalty: 5197.726074
	Iteration 21Q: 3 clusters Score -5411572 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5411651.000000 Penalty: 5197.726074
	Iteration 22Q: 3 clusters Score -5411651 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5411717.500000 Penalty: 5197.726074
	Iteration 23Q: 3 clusters Score -5411718 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -5411805.500000 Penalty: 5197.726074
	Iteration 24Q: 3 clusters Score -5411806 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5411879.500000 Penalty: 5197.726074
	Iteration 25Q: 3 clusters Score -5411880 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -5411971.000000 Penalty: 5197.726074
	Iteration 26Q: 3 clusters Score -5411971 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -5412054.500000 Penalty: 5197.726074
	Iteration 27Q: 3 clusters Score -5412054 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5412144.500000 Penalty: 5197.726074
	Iteration 28Q: 3 clusters Score -5412144 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5412252.000000 Penalty: 5197.726074
	Iteration 29Q: 3 clusters Score -5412252 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5412331.000000 Penalty: 5197.726074
	Iteration 30Q: 3 clusters Score -5412331 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5412453.500000 Penalty: 5197.726074
	Iteration 31Q: 3 clusters Score -5412454 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -5412544.000000 Penalty: 5197.726074
	Iteration 32Q: 3 clusters Score -5412544 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5412673.000000 Penalty: 5197.726074
	Iteration 33Q: 3 clusters Score -5412673 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5412737.500000 Penalty: 5197.726074
	Iteration 34Q: 3 clusters Score -5412738 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5412879.000000 Penalty: 5197.726074
	Iteration 35Q: 3 clusters Score -5412879 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -5413037.500000 Penalty: 5197.726074
	Iteration 36Q: 3 clusters Score -5413038 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5413164.000000 Penalty: 5197.726074
	Iteration 37Q: 3 clusters Score -5413164 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5413320.500000 Penalty: 5197.726074
	Iteration 38Q: 3 clusters Score -5413320 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5413488.500000 Penalty: 5197.726074
	Iteration 39Q: 3 clusters Score -5413488 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -5413651.000000 Penalty: 5197.726074
	Iteration 40F: 3 clusters Score -5413651 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5413836.500000 Penalty: 5197.726074
	Iteration 41Q: 3 clusters Score -5413836 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5414070.500000 Penalty: 5197.726074
	Iteration 42Q: 3 clusters Score -5414070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5414272.500000 Penalty: 5197.726074
	Iteration 43Q: 3 clusters Score -5414272 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5414428.500000 Penalty: 5197.726074
	Iteration 44Q: 3 clusters Score -5414428 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5414587.000000 Penalty: 5197.726074
	Iteration 45Q: 3 clusters Score -5414587 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5414742.500000 Penalty: 5197.726074
	Iteration 46Q: 3 clusters Score -5414742 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5414886.500000 Penalty: 5197.726074
	Iteration 47Q: 3 clusters Score -5414886 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5415003.500000 Penalty: 5197.726074
	Iteration 48Q: 3 clusters Score -5415004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5415084.000000 Penalty: 5197.726074
	Iteration 49Q: 3 clusters Score -5415084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5415151.000000 Penalty: 5197.726074
	Iteration 50Q: 3 clusters Score -5415151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5415244.500000 Penalty: 5197.726074
	Iteration 51Q: 3 clusters Score -5415244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5415282.500000 Penalty: 5197.726074
	Iteration 52Q: 3 clusters Score -5415282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5415302.000000 Penalty: 5197.726074
	Iteration 53Q: 3 clusters Score -5415302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5415319.500000 Penalty: 5197.726074
	Iteration 54Q: 3 clusters Score -5415320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5415336.500000 Penalty: 5197.726074
	Iteration 55Q: 3 clusters Score -5415336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5415342.000000 Penalty: 5197.726074
	Iteration 56Q: 3 clusters Score -5415342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5415355.500000 Penalty: 5197.726074
	Iteration 57Q: 3 clusters Score -5415356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5415359.500000 Penalty: 5197.726074
	Iteration 58Q: 3 clusters Score -5415360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5415365.500000 Penalty: 5197.726074
	Iteration 59Q: 3 clusters Score -5415366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5415370.500000 Penalty: 5197.726074
	Iteration 60F: 3 clusters Score -5415370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5415382.500000 Penalty: 5197.726074
	Iteration 61Q: 3 clusters Score -5415382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5415378.500000 Penalty: 5197.726074
	Iteration 62Q: 3 clusters Score -5415378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5415383.000000 Penalty: 5197.726074
	Iteration 63Q: 3 clusters Score -5415383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5415388.500000 Penalty: 5197.726074
	Iteration 64Q: 3 clusters Score -5415388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5415388.000000 Penalty: 5197.726074
	Iteration 65Q: 3 clusters Score -5415388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5415385.500000 Penalty: 5197.726074
	Iteration 66Q: 3 clusters Score -5415386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5415391.000000 Penalty: 5197.726074
	Iteration 67Q: 3 clusters Score -5415391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5415385.500000 Penalty: 5197.726074
	Iteration 68Q: 3 clusters Score -5415386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5415387.000000 Penalty: 5197.726074
	Iteration 69Q: 3 clusters Score -5415387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5415384.500000 Penalty: 5197.726074
	Iteration 70Q: 3 clusters Score -5415384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5415384.500000 Penalty: 5197.726074
	Iteration 71F: 3 clusters Score -5415384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -152780.953125 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -152781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150816.328125 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -150816.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151272.687500 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -151272.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -151549.250000 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -151549.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -151898.140625 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -151898.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152079.062500 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -152079.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152236.546875 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -152236.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152344.687500 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -152344.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152410.796875 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -152410.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152453.046875 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -152453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152473.234375 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -152473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152482.359375 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -152482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152489.062500 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -152489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152492.609375 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -152492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152499.875000 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -152499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152503.140625 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -152503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152503.859375 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -152503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152503.859375 Penalty: 3478.009277
	Iteration 16F: 3 clusters Score -152503.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -68133.015625 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -68133.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66793.750000 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -66793.75 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67552.242188 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -67552.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68063.406250 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -68063.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68336.710938 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -68336.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68431.687500 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -68431.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68513.710938 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -68513.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68609.437500 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -68609.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68633.976562 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -68633.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68703.414062 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -68703.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68742.835938 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -68742.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68762.843750 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -68762.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68770.687500 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -68770.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68774.320312 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -68774.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68783.765625 Penalty: 3168.726318
	Iteration 13F: 3 clusters Score -68783.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68829.625000 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -68829.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68835.109375 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -68835.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68916.976562 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -68916.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68927.710938 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -68927.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68949.335938 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -68949.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68969.062500 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -68969.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68977.007812 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -68977.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Mstep: Class 42 contains 352 members 
Entering Unmasked Estep 
Score: -70333016.000000 Penalty: 136058.015625
Splitting cluster 27 changes total score from -70333824.000000 to -70333016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -366121.437500 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -366121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363194.843750 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -363194.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363756.812500 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -363756.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -363901.375000 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -363901.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363967.187500 Penalty: 3870.098633
	Iteration 3Q: 3 clusters Score -363967.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -364028.093750 Penalty: 3870.098633
	Iteration 4Q: 3 clusters Score -364028.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -364068.593750 Penalty: 3870.098633
	Iteration 5Q: 3 clusters Score -364068.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -364091.937500 Penalty: 3870.098633
	Iteration 6Q: 3 clusters Score -364091.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -364109.406250 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -364109.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -364130.906250 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -364130.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364152.031250 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -364152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -364162.906250 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -364162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -364174.406250 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -364174.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364186.875000 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -364186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364196.187500 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -364196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364206.625000 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -364206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -364213.781250 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -364213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -364219.125000 Penalty: 3870.098633
	Iteration 16Q: 3 clusters Score -364219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -364225.187500 Penalty: 3870.098633
	Iteration 17Q: 3 clusters Score -364225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -364227.906250 Penalty: 3870.098633
	Iteration 18Q: 3 clusters Score -364227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -364230.093750 Penalty: 3870.098633
	Iteration 19Q: 3 clusters Score -364230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364231.531250 Penalty: 3870.098633
	Iteration 20F: 3 clusters Score -364231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -364234.562500 Penalty: 3870.098633
	Iteration 21Q: 3 clusters Score -364234.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -364238.062500 Penalty: 3870.098633
	Iteration 22Q: 3 clusters Score -364238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -364239.656250 Penalty: 3870.098633
	Iteration 23Q: 3 clusters Score -364239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -364241.062500 Penalty: 3870.098633
	Iteration 24Q: 3 clusters Score -364241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -364242.843750 Penalty: 3870.098633
	Iteration 25Q: 3 clusters Score -364242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -364245.375000 Penalty: 3870.098633
	Iteration 26Q: 3 clusters Score -364245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364246.843750 Penalty: 3870.098633
	Iteration 27Q: 3 clusters Score -364246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -364248.968750 Penalty: 3870.098633
	Iteration 28Q: 3 clusters Score -364249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -364252.375000 Penalty: 3870.098633
	Iteration 29Q: 3 clusters Score -364252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364255.781250 Penalty: 3870.098633
	Iteration 30Q: 3 clusters Score -364255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364257.406250 Penalty: 3870.098633
	Iteration 31Q: 3 clusters Score -364257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -364260.500000 Penalty: 3870.098633
	Iteration 32Q: 3 clusters Score -364260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -364261.531250 Penalty: 3870.098633
	Iteration 33Q: 3 clusters Score -364261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -364263.375000 Penalty: 3870.098633
	Iteration 34Q: 3 clusters Score -364263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -364266.812500 Penalty: 3870.098633
	Iteration 35Q: 3 clusters Score -364266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364268.437500 Penalty: 3870.098633
	Iteration 36Q: 3 clusters Score -364268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -364269.750000 Penalty: 3870.098633
	Iteration 37Q: 3 clusters Score -364269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -364271.125000 Penalty: 3870.098633
	Iteration 38Q: 3 clusters Score -364271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -364271.718750 Penalty: 3870.098633
	Iteration 39Q: 3 clusters Score -364271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -364271.843750 Penalty: 3870.098633
	Iteration 40F: 3 clusters Score -364271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -364272.656250 Penalty: 3870.098633
	Iteration 41Q: 3 clusters Score -364272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364273.031250 Penalty: 3870.098633
	Iteration 42Q: 3 clusters Score -364273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364273.031250 Penalty: 3870.098633
	Iteration 43F: 3 clusters Score -364273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -71251.664062 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -71251.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69716.695312 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -69716.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69926.585938 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -69926.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70005.070312 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -70005.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70042.601562 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -70042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70065.304688 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -70065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70106.343750 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -70106.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70130.843750 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -70130.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70162.742188 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -70162.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70180.007812 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -70180.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70188.929688 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -70188.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70194.773438 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -70194.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70194.773438 Penalty: 3121.535889
	Iteration 11F: 3 clusters Score -70194.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -308266.406250 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -308266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -305574.031250 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -305574 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306120.375000 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -306120.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -306371.250000 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -306371.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306574.156250 Penalty: 3797.543213
	Iteration 3F: 3 clusters Score -306574.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306708.968750 Penalty: 3797.543213
	Iteration 4F: 3 clusters Score -306709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -306791.312500 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -306791.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -306854.250000 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -306854.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -306896.093750 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -306896.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -306928.000000 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -306928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -306952.156250 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -306952.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -306975.375000 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -306975.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -306990.187500 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -306990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -306999.031250 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -306999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -307007.000000 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -307007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -307015.250000 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -307015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -307018.343750 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -307018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -307021.156250 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -307021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -307026.187500 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -307026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -307029.750000 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -307029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -307031.968750 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -307032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -307034.625000 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -307034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -307036.187500 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -307036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -307040.031250 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -307040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -307044.281250 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -307044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307049.437500 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -307049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -307055.031250 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -307055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -307059.312500 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -307059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -307063.531250 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -307063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -307063.531250 Penalty: 3797.543213
	Iteration 28F: 3 clusters Score -307063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Entering Unmasked Estep 
Score: -10995772.000000 Penalty: 2771.498047
	Iteration 0F: 2 clusters Score -1.099577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -10948141.000000 Penalty: 5542.996094
	Iteration 0F: 3 clusters Score -1.094814e+07 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -10966668.000000 Penalty: 5542.996094
	Iteration 1F: 3 clusters Score -1.096667e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -10967365.000000 Penalty: 5542.996094
	Iteration 2Q: 3 clusters Score -1.096736e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -10968124.000000 Penalty: 5542.996094
	Iteration 3Q: 3 clusters Score -1.096812e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -10969157.000000 Penalty: 5542.996094
	Iteration 4Q: 3 clusters Score -1.096916e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -10970705.000000 Penalty: 5542.996094
	Iteration 5Q: 3 clusters Score -1.09707e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -10973375.000000 Penalty: 5542.996094
	Iteration 6F: 3 clusters Score -1.097338e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -10977354.000000 Penalty: 5542.996094
	Iteration 7F: 3 clusters Score -1.097735e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -10982595.000000 Penalty: 5542.996094
	Iteration 8F: 3 clusters Score -1.09826e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -10987293.000000 Penalty: 5542.996094
	Iteration 9F: 3 clusters Score -1.098729e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -10990414.000000 Penalty: 5542.996094
	Iteration 10Q: 3 clusters Score -1.099041e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -10992108.000000 Penalty: 5542.996094
	Iteration 11Q: 3 clusters Score -1.099211e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -10992771.000000 Penalty: 5542.996094
	Iteration 12Q: 3 clusters Score -1.099277e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -10993012.000000 Penalty: 5542.996094
	Iteration 13Q: 3 clusters Score -1.099301e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -10993169.000000 Penalty: 5542.996094
	Iteration 14Q: 3 clusters Score -1.099317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -10993258.000000 Penalty: 5542.996094
	Iteration 15Q: 3 clusters Score -1.099326e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -10993297.000000 Penalty: 5542.996094
	Iteration 16Q: 3 clusters Score -1.09933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -10993315.000000 Penalty: 5542.996094
	Iteration 17Q: 3 clusters Score -1.099332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -10993354.000000 Penalty: 5542.996094
	Iteration 18Q: 3 clusters Score -1.099335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -10993359.000000 Penalty: 5542.996094
	Iteration 19Q: 3 clusters Score -1.099336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -10993364.000000 Penalty: 5542.996094
	Iteration 20F: 3 clusters Score -1.099336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -10993364.000000 Penalty: 5542.996094
	Iteration 21Q: 3 clusters Score -1.099336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -10993375.000000 Penalty: 5542.996094
	Iteration 22Q: 3 clusters Score -1.099338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -10993375.000000 Penalty: 5542.996094
	Iteration 23Q: 3 clusters Score -1.099338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -10993368.000000 Penalty: 5542.996094
	Iteration 24Q: 3 clusters Score -1.099337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -10993368.000000 Penalty: 5542.996094
	Iteration 25Q: 3 clusters Score -1.099337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -10993370.000000 Penalty: 5542.996094
	Iteration 26Q: 3 clusters Score -1.099337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -10993380.000000 Penalty: 5542.996094
	Iteration 27Q: 3 clusters Score -1.099338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -10993380.000000 Penalty: 5542.996094
	Iteration 28F: 3 clusters Score -1.099338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -753409.250000 Penalty: 2120.171631
	Iteration 0F: 2 clusters Score -753409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -748831.875000 Penalty: 4240.343262
	Iteration 0F: 3 clusters Score -748831.9 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -750075.125000 Penalty: 4240.343262
	Iteration 1F: 3 clusters Score -750075.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -750461.000000 Penalty: 4240.343262
	Iteration 2F: 3 clusters Score -750461 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -750788.187500 Penalty: 4240.343262
	Iteration 3F: 3 clusters Score -750788.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -751042.312500 Penalty: 4240.343262
	Iteration 4F: 3 clusters Score -751042.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -751229.812500 Penalty: 4240.343262
	Iteration 5Q: 3 clusters Score -751229.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -751406.312500 Penalty: 4240.343262
	Iteration 6Q: 3 clusters Score -751406.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -751556.312500 Penalty: 4240.343262
	Iteration 7Q: 3 clusters Score -751556.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -751690.062500 Penalty: 4240.343262
	Iteration 8Q: 3 clusters Score -751690.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -751812.812500 Penalty: 4240.343262
	Iteration 9Q: 3 clusters Score -751812.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -751904.875000 Penalty: 4240.343262
	Iteration 10Q: 3 clusters Score -751904.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -751973.812500 Penalty: 4240.343262
	Iteration 11Q: 3 clusters Score -751973.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -752033.875000 Penalty: 4240.343262
	Iteration 12Q: 3 clusters Score -752033.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -752078.062500 Penalty: 4240.343262
	Iteration 13Q: 3 clusters Score -752078.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -752108.125000 Penalty: 4240.343262
	Iteration 14Q: 3 clusters Score -752108.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -752127.000000 Penalty: 4240.343262
	Iteration 15Q: 3 clusters Score -752127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -752143.500000 Penalty: 4240.343262
	Iteration 16Q: 3 clusters Score -752143.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -752152.687500 Penalty: 4240.343262
	Iteration 17Q: 3 clusters Score -752152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -752159.375000 Penalty: 4240.343262
	Iteration 18Q: 3 clusters Score -752159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -752171.062500 Penalty: 4240.343262
	Iteration 19Q: 3 clusters Score -752171.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -752184.562500 Penalty: 4240.343262
	Iteration 20F: 3 clusters Score -752184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -752198.750000 Penalty: 4240.343262
	Iteration 21Q: 3 clusters Score -752198.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -752207.125000 Penalty: 4240.343262
	Iteration 22Q: 3 clusters Score -752207.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -752212.250000 Penalty: 4240.343262
	Iteration 23Q: 3 clusters Score -752212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -752218.812500 Penalty: 4240.343262
	Iteration 24Q: 3 clusters Score -752218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -752220.750000 Penalty: 4240.343262
	Iteration 25Q: 3 clusters Score -752220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -752223.500000 Penalty: 4240.343262
	Iteration 26Q: 3 clusters Score -752223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -752224.125000 Penalty: 4240.343262
	Iteration 27Q: 3 clusters Score -752224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -752225.750000 Penalty: 4240.343262
	Iteration 28Q: 3 clusters Score -752225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -752226.625000 Penalty: 4240.343262
	Iteration 29Q: 3 clusters Score -752226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -752228.062500 Penalty: 4240.343262
	Iteration 30Q: 3 clusters Score -752228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -752226.750000 Penalty: 4240.343262
	Iteration 31Q: 3 clusters Score -752226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -752227.687500 Penalty: 4240.343262
	Iteration 32Q: 3 clusters Score -752227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -752230.187500 Penalty: 4240.343262
	Iteration 33Q: 3 clusters Score -752230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -752230.875000 Penalty: 4240.343262
	Iteration 34Q: 3 clusters Score -752230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -752232.187500 Penalty: 4240.343262
	Iteration 35Q: 3 clusters Score -752232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -752233.937500 Penalty: 4240.343262
	Iteration 36Q: 3 clusters Score -752233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -752234.625000 Penalty: 4240.343262
	Iteration 37Q: 3 clusters Score -752234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -752237.125000 Penalty: 4240.343262
	Iteration 38Q: 3 clusters Score -752237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -752237.187500 Penalty: 4240.343262
	Iteration 39Q: 3 clusters Score -752237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -752239.250000 Penalty: 4240.343262
	Iteration 40F: 3 clusters Score -752239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -752239.312500 Penalty: 4240.343262
	Iteration 41Q: 3 clusters Score -752239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -752241.312500 Penalty: 4240.343262
	Iteration 42Q: 3 clusters Score -752241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -752241.312500 Penalty: 4240.343262
	Iteration 43F: 3 clusters Score -752241.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -354134.062500 Penalty: 1935.555542
	Iteration 0F: 2 clusters Score -354134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -351232.531250 Penalty: 3871.111084
	Iteration 0F: 3 clusters Score -351232.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -352010.250000 Penalty: 3871.111084
	Iteration 1F: 3 clusters Score -352010.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -352416.156250 Penalty: 3871.111084
	Iteration 2F: 3 clusters Score -352416.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -352686.250000 Penalty: 3871.111084
	Iteration 3F: 3 clusters Score -352686.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -352865.750000 Penalty: 3871.111084
	Iteration 4F: 3 clusters Score -352865.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -352985.843750 Penalty: 3871.111084
	Iteration 5Q: 3 clusters Score -352985.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -353087.937500 Penalty: 3871.111084
	Iteration 6Q: 3 clusters Score -353087.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -353175.906250 Penalty: 3871.111084
	Iteration 7Q: 3 clusters Score -353175.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -353229.937500 Penalty: 3871.111084
	Iteration 8Q: 3 clusters Score -353229.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -353274.500000 Penalty: 3871.111084
	Iteration 9Q: 3 clusters Score -353274.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -353304.468750 Penalty: 3871.111084
	Iteration 10Q: 3 clusters Score -353304.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -353319.281250 Penalty: 3871.111084
	Iteration 11Q: 3 clusters Score -353319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -353327.593750 Penalty: 3871.111084
	Iteration 12Q: 3 clusters Score -353327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -353338.750000 Penalty: 3871.111084
	Iteration 13Q: 3 clusters Score -353338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -353349.718750 Penalty: 3871.111084
	Iteration 14Q: 3 clusters Score -353349.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -353364.125000 Penalty: 3871.111084
	Iteration 15Q: 3 clusters Score -353364.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -353378.406250 Penalty: 3871.111084
	Iteration 16Q: 3 clusters Score -353378.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -353402.625000 Penalty: 3871.111084
	Iteration 17Q: 3 clusters Score -353402.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -353428.968750 Penalty: 3871.111084
	Iteration 18Q: 3 clusters Score -353429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -353460.906250 Penalty: 3871.111084
	Iteration 19Q: 3 clusters Score -353460.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -353513.750000 Penalty: 3871.111084
	Iteration 20F: 3 clusters Score -353513.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -353592.187500 Penalty: 3871.111084
	Iteration 21Q: 3 clusters Score -353592.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353672.718750 Penalty: 3871.111084
	Iteration 22Q: 3 clusters Score -353672.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -353731.218750 Penalty: 3871.111084
	Iteration 23Q: 3 clusters Score -353731.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -353765.531250 Penalty: 3871.111084
	Iteration 24Q: 3 clusters Score -353765.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -353786.562500 Penalty: 3871.111084
	Iteration 25Q: 3 clusters Score -353786.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -353795.750000 Penalty: 3871.111084
	Iteration 26Q: 3 clusters Score -353795.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -353800.500000 Penalty: 3871.111084
	Iteration 27Q: 3 clusters Score -353800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -353803.000000 Penalty: 3871.111084
	Iteration 28Q: 3 clusters Score -353803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -353805.625000 Penalty: 3871.111084
	Iteration 29Q: 3 clusters Score -353805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -353805.812500 Penalty: 3871.111084
	Iteration 30Q: 3 clusters Score -353805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -353806.093750 Penalty: 3871.111084
	Iteration 31Q: 3 clusters Score -353806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -353806.093750 Penalty: 3871.111084
	Iteration 32F: 3 clusters Score -353806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -101551.171875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -101551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99912.835938 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -99912.84 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100111.664062 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -100111.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100162.570312 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -100162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100191.054688 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -100191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100205.468750 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -100205.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100300.117188 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -100300.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100459.585938 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -100459.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100599.359375 Penalty: 3252.866211
	Iteration 7F: 3 clusters Score -100599.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100766.031250 Penalty: 3252.866211
	Iteration 8F: 3 clusters Score -100766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100915.898438 Penalty: 3252.866211
	Iteration 9F: 3 clusters Score -100915.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100987.734375 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -100987.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101032.429688 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -101032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101048.281250 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -101048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -101067.070312 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -101067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101075.906250 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -101075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -101085.828125 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -101085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101091.281250 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -101091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101091.281250 Penalty: 3252.866211
	Iteration 17F: 3 clusters Score -101091.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -159634.937500 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -159634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -157700.796875 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -157700.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -158045.343750 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -158045.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -158141.718750 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -158141.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -158199.015625 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -158199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -158247.296875 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -158247.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158268.687500 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -158268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158281.234375 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -158281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -158289.765625 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -158289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -158300.390625 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -158300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -158306.250000 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -158306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -158306.578125 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -158306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -158306.984375 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -158307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -158307.578125 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -158307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -158307.578125 Penalty: 3475.320801
	Iteration 13F: 3 clusters Score -158307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -111621.687500 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -111621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109842.718750 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -109842.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110115.414062 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -110115.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110266.351562 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -110266.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110369.210938 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -110369.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110447.648438 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -110447.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110494.414062 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -110494.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110518.515625 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -110518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110533.281250 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -110533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110555.890625 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -110555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110570.531250 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -110570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110574.039062 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -110574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110585.992188 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -110586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110594.453125 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -110594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110608.765625 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -110608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110638.265625 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -110638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110659.367188 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -110659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110709.664062 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -110709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110752.656250 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -110752.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110790.429688 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -110790.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110811.593750 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -110811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110829.718750 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -110829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110841.546875 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -110841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110846.804688 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -110846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110851.976562 Penalty: 3309.955811
	Iteration 23Q: 3 clusters Score -110852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110854.429688 Penalty: 3309.955811
	Iteration 24Q: 3 clusters Score -110854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110854.429688 Penalty: 3309.955811
	Iteration 25F: 3 clusters Score -110854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -31615.107422 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -31615.11 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 195 members 
Entering Unmasked Estep 
Score: -30545.533203 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -30545.53 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31066.708984 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -31066.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31325.605469 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -31325.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31506.234375 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -31506.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31635.070312 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -31635.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31749.585938 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -31749.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31864.242188 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -31864.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31977.679688 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -31977.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32007.843750 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -32007.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32012.953125 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -32012.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32030.798828 Penalty: 2918.127930
	Iteration 10F: 3 clusters Score -32030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32052.033203 Penalty: 2918.127930
	Iteration 11Q: 3 clusters Score -32052.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32070.187500 Penalty: 2918.127930
	Iteration 12Q: 3 clusters Score -32070.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32076.042969 Penalty: 2918.127930
	Iteration 13Q: 3 clusters Score -32076.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32076.042969 Penalty: 2918.127930
	Iteration 14F: 3 clusters Score -32076.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Mstep: Class 42 contains 218 members 
Entering Unmasked Estep 
Score: -70332504.000000 Penalty: 136058.015625
Splitting cluster 37 changes total score from -70333824.000000 to -70332504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49232.601562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47875.980469 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47875.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48103.019531 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -48103.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48258.847656 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -48258.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48467.988281 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -48467.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48648.277344 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -48648.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48734.914062 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -48734.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48879.304688 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -48879.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49026.308594 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -49026.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49159.304688 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -49159.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49269.035156 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -49269.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49355.792969 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -49355.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49377.582031 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -49377.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49396.167969 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -49396.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -49415.800781 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -49415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -49429.226562 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -49429.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49437.910156 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -49437.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49440.035156 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -49440.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49470.734375 Penalty: 3006.482422
	Iteration 17F: 3 clusters Score -49470.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49640.328125 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -49640.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49678.316406 Penalty: 3006.482422
	Iteration 19Q: 3 clusters Score -49678.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49697.339844 Penalty: 3006.482422
	Iteration 20F: 3 clusters Score -49697.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -49702.414062 Penalty: 3006.482422
	Iteration 21Q: 3 clusters Score -49702.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -49702.414062 Penalty: 3006.482422
	Iteration 22F: 3 clusters Score -49702.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Mstep: Class 42 contains 104 members 
Entering Unmasked Estep 
Score: -70332504.000000 Penalty: 136058.015625
Splitting cluster 38 changes total score from -70333824.000000 to -70332504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -722162.187500 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -722162.2 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 2364 members 
Entering Unmasked Estep 
Score: -717856.250000 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -717856.2 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -718887.750000 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -718887.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -719084.375000 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -719084.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -719195.062500 Penalty: 4203.452637
	Iteration 3Q: 3 clusters Score -719195.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -719272.375000 Penalty: 4203.452637
	Iteration 4Q: 3 clusters Score -719272.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -719325.562500 Penalty: 4203.452637
	Iteration 5Q: 3 clusters Score -719325.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -719360.750000 Penalty: 4203.452637
	Iteration 6Q: 3 clusters Score -719360.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -719387.562500 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -719387.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -719413.875000 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -719413.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -719440.375000 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -719440.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -719464.750000 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -719464.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -719488.812500 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -719488.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -719513.875000 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -719513.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -719531.687500 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -719531.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -719550.000000 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -719550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -719566.125000 Penalty: 4203.452637
	Iteration 15Q: 3 clusters Score -719566.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -719577.562500 Penalty: 4203.452637
	Iteration 16Q: 3 clusters Score -719577.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -719589.125000 Penalty: 4203.452637
	Iteration 17Q: 3 clusters Score -719589.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -719603.375000 Penalty: 4203.452637
	Iteration 18Q: 3 clusters Score -719603.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -719617.937500 Penalty: 4203.452637
	Iteration 19Q: 3 clusters Score -719617.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -719631.312500 Penalty: 4203.452637
	Iteration 20F: 3 clusters Score -719631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -719640.000000 Penalty: 4203.452637
	Iteration 21Q: 3 clusters Score -719640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -719653.000000 Penalty: 4203.452637
	Iteration 22Q: 3 clusters Score -719653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -719664.187500 Penalty: 4203.452637
	Iteration 23Q: 3 clusters Score -719664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -719673.312500 Penalty: 4203.452637
	Iteration 24Q: 3 clusters Score -719673.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -719684.875000 Penalty: 4203.452637
	Iteration 25Q: 3 clusters Score -719684.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -719696.687500 Penalty: 4203.452637
	Iteration 26Q: 3 clusters Score -719696.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -719704.687500 Penalty: 4203.452637
	Iteration 27Q: 3 clusters Score -719704.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -719717.125000 Penalty: 4203.452637
	Iteration 28Q: 3 clusters Score -719717.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -719730.937500 Penalty: 4203.452637
	Iteration 29Q: 3 clusters Score -719730.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -719752.937500 Penalty: 4203.452637
	Iteration 30Q: 3 clusters Score -719752.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -719778.937500 Penalty: 4203.452637
	Iteration 31Q: 3 clusters Score -719778.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -719797.875000 Penalty: 4203.452637
	Iteration 32Q: 3 clusters Score -719797.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -719820.500000 Penalty: 4203.452637
	Iteration 33Q: 3 clusters Score -719820.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -719841.937500 Penalty: 4203.452637
	Iteration 34Q: 3 clusters Score -719841.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -719856.187500 Penalty: 4203.452637
	Iteration 35Q: 3 clusters Score -719856.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -719873.250000 Penalty: 4203.452637
	Iteration 36Q: 3 clusters Score -719873.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -719890.250000 Penalty: 4203.452637
	Iteration 37Q: 3 clusters Score -719890.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -719905.312500 Penalty: 4203.452637
	Iteration 38Q: 3 clusters Score -719905.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -719919.375000 Penalty: 4203.452637
	Iteration 39Q: 3 clusters Score -719919.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -719933.062500 Penalty: 4203.452637
	Iteration 40F: 3 clusters Score -719933.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -719947.125000 Penalty: 4203.452637
	Iteration 41Q: 3 clusters Score -719947.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -719962.500000 Penalty: 4203.452637
	Iteration 42Q: 3 clusters Score -719962.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -719981.000000 Penalty: 4203.452637
	Iteration 43Q: 3 clusters Score -719981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -719999.250000 Penalty: 4203.452637
	Iteration 44Q: 3 clusters Score -719999.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -720018.312500 Penalty: 4203.452637
	Iteration 45Q: 3 clusters Score -720018.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -720036.875000 Penalty: 4203.452637
	Iteration 46Q: 3 clusters Score -720036.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -720063.687500 Penalty: 4203.452637
	Iteration 47Q: 3 clusters Score -720063.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -720094.375000 Penalty: 4203.452637
	Iteration 48Q: 3 clusters Score -720094.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -720121.062500 Penalty: 4203.452637
	Iteration 49Q: 3 clusters Score -720121.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -720137.250000 Penalty: 4203.452637
	Iteration 50Q: 3 clusters Score -720137.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -720148.125000 Penalty: 4203.452637
	Iteration 51Q: 3 clusters Score -720148.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -720156.375000 Penalty: 4203.452637
	Iteration 52Q: 3 clusters Score -720156.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -720167.312500 Penalty: 4203.452637
	Iteration 53Q: 3 clusters Score -720167.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -720178.750000 Penalty: 4203.452637
	Iteration 54Q: 3 clusters Score -720178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -720194.125000 Penalty: 4203.452637
	Iteration 55Q: 3 clusters Score -720194.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -720208.375000 Penalty: 4203.452637
	Iteration 56Q: 3 clusters Score -720208.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -720222.250000 Penalty: 4203.452637
	Iteration 57Q: 3 clusters Score -720222.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -720237.000000 Penalty: 4203.452637
	Iteration 58Q: 3 clusters Score -720237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -720253.375000 Penalty: 4203.452637
	Iteration 59Q: 3 clusters Score -720253.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -720276.187500 Penalty: 4203.452637
	Iteration 60F: 3 clusters Score -720276.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -720297.250000 Penalty: 4203.452637
	Iteration 61Q: 3 clusters Score -720297.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -720310.500000 Penalty: 4203.452637
	Iteration 62Q: 3 clusters Score -720310.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -720321.500000 Penalty: 4203.452637
	Iteration 63Q: 3 clusters Score -720321.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -720326.625000 Penalty: 4203.452637
	Iteration 64Q: 3 clusters Score -720326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -720330.625000 Penalty: 4203.452637
	Iteration 65Q: 3 clusters Score -720330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -720334.125000 Penalty: 4203.452637
	Iteration 66Q: 3 clusters Score -720334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -720337.875000 Penalty: 4203.452637
	Iteration 67Q: 3 clusters Score -720337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -720342.500000 Penalty: 4203.452637
	Iteration 68Q: 3 clusters Score -720342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -720341.500000 Penalty: 4203.452637
	Iteration 69Q: 3 clusters Score -720341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -720341.500000 Penalty: 4203.452637
	Iteration 70F: 3 clusters Score -720341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -64464.449219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -64464.45 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 222 members 
Entering Unmasked Estep 
Score: -62940.871094 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62940.87 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63106.019531 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -63106.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63139.984375 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -63139.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63151.328125 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -63151.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63159.066406 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -63159.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63163.105469 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -63163.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63164.589844 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -63164.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63166.308594 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -63166.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63166.308594 Penalty: 3062.197998
	Iteration 8F: 3 clusters Score -63166.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22215 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71353 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70333920.000000 Penalty: 132818.546875
Iteration 159Q: 42 clusters Score -7.033392e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175176 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 28487 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22210 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71355 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 360 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70334544.000000 Penalty: 132818.546875
Iteration 160F: 42 clusters Score -7.033454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175175 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 28487 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71356 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335048.000000 Penalty: 132818.546875
Iteration 161Q: 42 clusters Score -7.033505e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175177 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 4 contains 28487 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 748 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9654 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71358 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335192.000000 Penalty: 132818.546875
Iteration 162Q: 42 clusters Score -7.033519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175182 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 28486 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46283 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9641 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22204 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71363 members 
Mstep: Class 32 contains 5160 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335336.000000 Penalty: 132818.546875
Iteration 163Q: 42 clusters Score -7.033534e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175185 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 4 contains 28487 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 798 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22199 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71370 members 
Mstep: Class 32 contains 5163 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335440.000000 Penalty: 132818.546875
Iteration 164Q: 42 clusters Score -7.033544e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175184 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 4 contains 28487 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46281 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 9606 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22192 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35557 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71376 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4791 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 165Q: 42 clusters Score -7.033558e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175182 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 28488 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 1071 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46278 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22180 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35552 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 71383 members 
Mstep: Class 32 contains 5175 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4790 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335656.000000 Penalty: 132818.546875
Iteration 166Q: 42 clusters Score -7.033566e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175181 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22174 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35552 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71387 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1101 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335648.000000 Penalty: 132818.546875
Iteration 167Q: 42 clusters Score -7.033565e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175183 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46265 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 9570 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22164 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35544 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71392 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1101 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335632.000000 Penalty: 132818.546875
Iteration 168Q: 42 clusters Score -7.033563e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175185 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46259 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 2866 members 
Mstep: Class 25 contains 35539 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71400 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335744.000000 Penalty: 132818.546875
Iteration 169Q: 42 clusters Score -7.033574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175191 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28490 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46251 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22147 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35531 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71408 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4793 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335656.000000 Penalty: 132818.546875
Iteration 170Q: 42 clusters Score -7.033566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175206 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28489 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46247 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 9567 members 
Mstep: Class 19 contains 1118 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35530 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71409 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 171Q: 42 clusters Score -7.033561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175213 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28484 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46245 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 9568 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22129 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35529 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71409 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 172Q: 42 clusters Score -7.033558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175219 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46242 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 9568 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22121 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35524 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71411 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 173Q: 42 clusters Score -7.033559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175231 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28486 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46240 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 9568 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22114 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35518 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71408 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 174Q: 42 clusters Score -7.033562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175237 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28487 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46240 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 9568 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22107 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35514 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71403 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 175Q: 42 clusters Score -7.033558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175245 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28488 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46239 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22101 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35511 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71401 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 176Q: 42 clusters Score -7.033561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175244 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28489 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46237 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 9570 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22098 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35510 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71400 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 177Q: 42 clusters Score -7.033559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175244 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46234 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22094 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35511 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71398 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335560.000000 Penalty: 132818.546875
Iteration 178Q: 42 clusters Score -7.033556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175244 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22087 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35511 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71398 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335528.000000 Penalty: 132818.546875
Iteration 179Q: 42 clusters Score -7.033553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175246 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 28496 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46233 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22080 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35510 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71396 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 180F: 42 clusters Score -7.033559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175254 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 28497 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22070 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35511 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71394 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335664.000000 Penalty: 132818.546875
Iteration 181Q: 42 clusters Score -7.033566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175258 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28502 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46231 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22062 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35512 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71391 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335712.000000 Penalty: 132818.546875
Iteration 182Q: 42 clusters Score -7.033571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175268 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28504 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46230 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22056 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35512 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71383 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335672.000000 Penalty: 132818.546875
Iteration 183Q: 42 clusters Score -7.033567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175265 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28510 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46230 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22038 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35512 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71392 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335752.000000 Penalty: 132818.546875
Iteration 184Q: 42 clusters Score -7.033575e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175280 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28513 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46229 members 
Mstep: Class 15 contains 20214 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 22009 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35511 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71398 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335712.000000 Penalty: 132818.546875
Iteration 185Q: 42 clusters Score -7.033571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175291 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28515 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46229 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21982 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35514 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71409 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335672.000000 Penalty: 132818.546875
Iteration 186Q: 42 clusters Score -7.033567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175306 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28518 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46228 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21954 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35514 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71418 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 187Q: 42 clusters Score -7.033561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175318 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28520 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21926 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35515 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71431 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 188Q: 42 clusters Score -7.033558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175321 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28522 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46226 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21908 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35516 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71442 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 189Q: 42 clusters Score -7.033558e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175325 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28524 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46226 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35517 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71452 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 190Q: 42 clusters Score -7.033558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175342 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28523 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35519 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71456 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 191Q: 42 clusters Score -7.033559e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175351 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28524 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35521 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71459 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 192Q: 42 clusters Score -7.03356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175365 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28528 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35523 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71454 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 193Q: 42 clusters Score -7.033562e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175375 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20209 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21817 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35525 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71458 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 194Q: 42 clusters Score -7.033562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175390 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28534 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46226 members 
Mstep: Class 15 contains 20209 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35528 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71463 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335640.000000 Penalty: 132818.546875
Iteration 195Q: 42 clusters Score -7.033564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175410 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28537 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21764 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35530 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71467 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335624.000000 Penalty: 132818.546875
Iteration 196Q: 42 clusters Score -7.033562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175427 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28538 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21740 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35532 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71471 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 197Q: 42 clusters Score -7.033562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175452 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28539 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21707 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35532 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71475 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 198Q: 42 clusters Score -7.033562e+07 nChanged 79
Entering ConstructFrom: 
Score: -70335616.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -36709.015625 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -36709.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35461.300781 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -35461.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35538.636719 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -35538.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35559.847656 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -35559.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35559.847656 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -35559.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175479 members 
Entering Unmasked Estep 
Score: -26798202.000000 Penalty: 2994.667969
	Iteration 0F: 2 clusters Score -2.67982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -26686256.000000 Penalty: 5989.335938
	Iteration 0F: 3 clusters Score -2.668626e+07 nChanged 84126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -26734764.000000 Penalty: 5989.335938
	Iteration 1F: 3 clusters Score -2.673476e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -26735752.000000 Penalty: 5989.335938
	Iteration 2Q: 3 clusters Score -2.673575e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -26737116.000000 Penalty: 5989.335938
	Iteration 3Q: 3 clusters Score -2.673712e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -26738470.000000 Penalty: 5989.335938
	Iteration 4Q: 3 clusters Score -2.673847e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -26740236.000000 Penalty: 5989.335938
	Iteration 5Q: 3 clusters Score -2.674024e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -26743366.000000 Penalty: 5989.335938
	Iteration 6Q: 3 clusters Score -2.674337e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -26748250.000000 Penalty: 5989.335938
	Iteration 7F: 3 clusters Score -2.674825e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -26755456.000000 Penalty: 5989.335938
	Iteration 8F: 3 clusters Score -2.675546e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -26764338.000000 Penalty: 5989.335938
	Iteration 9F: 3 clusters Score -2.676434e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134622 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -26772976.000000 Penalty: 5989.335938
	Iteration 10F: 3 clusters Score -2.677298e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -26779634.000000 Penalty: 5989.335938
	Iteration 11F: 3 clusters Score -2.677963e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -26784358.000000 Penalty: 5989.335938
	Iteration 12Q: 3 clusters Score -2.678436e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -26787560.000000 Penalty: 5989.335938
	Iteration 13Q: 3 clusters Score -2.678756e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -26790060.000000 Penalty: 5989.335938
	Iteration 14Q: 3 clusters Score -2.679006e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -26792342.000000 Penalty: 5989.335938
	Iteration 15Q: 3 clusters Score -2.679234e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -26793692.000000 Penalty: 5989.335938
	Iteration 16Q: 3 clusters Score -2.679369e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -26794978.000000 Penalty: 5989.335938
	Iteration 17Q: 3 clusters Score -2.679498e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -26795528.000000 Penalty: 5989.335938
	Iteration 18Q: 3 clusters Score -2.679553e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -26795762.000000 Penalty: 5989.335938
	Iteration 19Q: 3 clusters Score -2.679576e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -26795892.000000 Penalty: 5989.335938
	Iteration 20F: 3 clusters Score -2.679589e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174100 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -26796002.000000 Penalty: 5989.335938
	Iteration 21Q: 3 clusters Score -2.6796e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -26796036.000000 Penalty: 5989.335938
	Iteration 22Q: 3 clusters Score -2.679604e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -26796122.000000 Penalty: 5989.335938
	Iteration 23Q: 3 clusters Score -2.679612e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174479 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -26796174.000000 Penalty: 5989.335938
	Iteration 24Q: 3 clusters Score -2.679617e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -26796168.000000 Penalty: 5989.335938
	Iteration 25Q: 3 clusters Score -2.679617e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174564 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -26796178.000000 Penalty: 5989.335938
	Iteration 26Q: 3 clusters Score -2.679618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174591 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -26796206.000000 Penalty: 5989.335938
	Iteration 27Q: 3 clusters Score -2.679621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174610 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -26796218.000000 Penalty: 5989.335938
	Iteration 28Q: 3 clusters Score -2.679622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -26796238.000000 Penalty: 5989.335938
	Iteration 29Q: 3 clusters Score -2.679624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174634 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -26796232.000000 Penalty: 5989.335938
	Iteration 30Q: 3 clusters Score -2.679623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -26796218.000000 Penalty: 5989.335938
	Iteration 31Q: 3 clusters Score -2.679622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -26796210.000000 Penalty: 5989.335938
	Iteration 32Q: 3 clusters Score -2.679621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -26796226.000000 Penalty: 5989.335938
	Iteration 33Q: 3 clusters Score -2.679623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -26796232.000000 Penalty: 5989.335938
	Iteration 34Q: 3 clusters Score -2.679623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -26796246.000000 Penalty: 5989.335938
	Iteration 35Q: 3 clusters Score -2.679625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -26796238.000000 Penalty: 5989.335938
	Iteration 36Q: 3 clusters Score -2.679624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174659 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -26796246.000000 Penalty: 5989.335938
	Iteration 37Q: 3 clusters Score -2.679625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174661 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -26796250.000000 Penalty: 5989.335938
	Iteration 38Q: 3 clusters Score -2.679625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174663 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -26796254.000000 Penalty: 5989.335938
	Iteration 39Q: 3 clusters Score -2.679625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174661 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -26796240.000000 Penalty: 5989.335938
	Iteration 40F: 3 clusters Score -2.679624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -26796256.000000 Penalty: 5989.335938
	Iteration 41Q: 3 clusters Score -2.679626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174668 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -26796258.000000 Penalty: 5989.335938
	Iteration 42Q: 3 clusters Score -2.679626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174669 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -26796254.000000 Penalty: 5989.335938
	Iteration 43Q: 3 clusters Score -2.679625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -26796286.000000 Penalty: 5989.335938
	Iteration 44Q: 3 clusters Score -2.679629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174660 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -26796258.000000 Penalty: 5989.335938
	Iteration 45Q: 3 clusters Score -2.679626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174660 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -26796268.000000 Penalty: 5989.335938
	Iteration 46Q: 3 clusters Score -2.679627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174662 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -26796262.000000 Penalty: 5989.335938
	Iteration 47Q: 3 clusters Score -2.679626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174661 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -26796268.000000 Penalty: 5989.335938
	Iteration 48Q: 3 clusters Score -2.679627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174661 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -26796268.000000 Penalty: 5989.335938
	Iteration 49F: 3 clusters Score -2.679627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18432.599609 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -18432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17563.654297 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -17563.65 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18114.404297 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -18114.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18330.531250 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -18330.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18524.568359 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -18524.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18560.751953 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -18560.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18560.751953 Penalty: 2834.011475
	Iteration 5F: 3 clusters Score -18560.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 190 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 113 members 
Entering Unmasked Estep 
Score: -70333944.000000 Penalty: 136058.015625
Splitting cluster 3 changes total score from -70335616.000000 to -70333944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (28541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Entering Unmasked Estep 
Score: -4306491.500000 Penalty: 2544.256104
	Iteration 0F: 2 clusters Score -4306492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4286954.000000 Penalty: 5088.512207
	Iteration 0F: 3 clusters Score -4286954 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4293775.000000 Penalty: 5088.512207
	Iteration 1F: 3 clusters Score -4293775 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4294226.500000 Penalty: 5088.512207
	Iteration 2Q: 3 clusters Score -4294226 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4294602.000000 Penalty: 5088.512207
	Iteration 3Q: 3 clusters Score -4294602 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4295017.000000 Penalty: 5088.512207
	Iteration 4Q: 3 clusters Score -4295017 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4295521.000000 Penalty: 5088.512207
	Iteration 5Q: 3 clusters Score -4295521 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4296318.000000 Penalty: 5088.512207
	Iteration 6F: 3 clusters Score -4296318 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4297458.000000 Penalty: 5088.512207
	Iteration 7F: 3 clusters Score -4297458 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4298997.500000 Penalty: 5088.512207
	Iteration 8F: 3 clusters Score -4298998 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4300777.500000 Penalty: 5088.512207
	Iteration 9F: 3 clusters Score -4300778 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4302329.500000 Penalty: 5088.512207
	Iteration 10F: 3 clusters Score -4302330 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4303354.500000 Penalty: 5088.512207
	Iteration 11Q: 3 clusters Score -4303354 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4303871.000000 Penalty: 5088.512207
	Iteration 12Q: 3 clusters Score -4303871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4304101.000000 Penalty: 5088.512207
	Iteration 13Q: 3 clusters Score -4304101 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4304190.500000 Penalty: 5088.512207
	Iteration 14Q: 3 clusters Score -4304190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4304244.500000 Penalty: 5088.512207
	Iteration 15Q: 3 clusters Score -4304244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4304284.000000 Penalty: 5088.512207
	Iteration 16Q: 3 clusters Score -4304284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4304305.500000 Penalty: 5088.512207
	Iteration 17Q: 3 clusters Score -4304306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4304321.500000 Penalty: 5088.512207
	Iteration 18Q: 3 clusters Score -4304322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4304329.500000 Penalty: 5088.512207
	Iteration 19Q: 3 clusters Score -4304330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4304339.500000 Penalty: 5088.512207
	Iteration 20F: 3 clusters Score -4304340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4304340.000000 Penalty: 5088.512207
	Iteration 21Q: 3 clusters Score -4304340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4304346.000000 Penalty: 5088.512207
	Iteration 22Q: 3 clusters Score -4304346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4304349.500000 Penalty: 5088.512207
	Iteration 23Q: 3 clusters Score -4304350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4304349.000000 Penalty: 5088.512207
	Iteration 24Q: 3 clusters Score -4304349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4304346.500000 Penalty: 5088.512207
	Iteration 25Q: 3 clusters Score -4304346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4304347.500000 Penalty: 5088.512207
	Iteration 26Q: 3 clusters Score -4304348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4304347.500000 Penalty: 5088.512207
	Iteration 27F: 3 clusters Score -4304348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -1039707.187500 Penalty: 2188.483643
	Iteration 0F: 2 clusters Score -1039707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1034076.250000 Penalty: 4376.967285
	Iteration 0F: 3 clusters Score -1034076 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1035806.250000 Penalty: 4376.967285
	Iteration 1F: 3 clusters Score -1035806 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1036218.500000 Penalty: 4376.967285
	Iteration 2F: 3 clusters Score -1036218 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1036561.937500 Penalty: 4376.967285
	Iteration 3F: 3 clusters Score -1036562 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1036861.500000 Penalty: 4376.967285
	Iteration 4F: 3 clusters Score -1036862 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1037153.375000 Penalty: 4376.967285
	Iteration 5F: 3 clusters Score -1037153 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1037422.937500 Penalty: 4376.967285
	Iteration 6F: 3 clusters Score -1037423 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1037661.500000 Penalty: 4376.967285
	Iteration 7Q: 3 clusters Score -1037662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1037866.687500 Penalty: 4376.967285
	Iteration 8Q: 3 clusters Score -1037867 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1038039.687500 Penalty: 4376.967285
	Iteration 9Q: 3 clusters Score -1038040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1038170.312500 Penalty: 4376.967285
	Iteration 10Q: 3 clusters Score -1038170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1038281.562500 Penalty: 4376.967285
	Iteration 11Q: 3 clusters Score -1038282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1038368.812500 Penalty: 4376.967285
	Iteration 12Q: 3 clusters Score -1038369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1038440.937500 Penalty: 4376.967285
	Iteration 13Q: 3 clusters Score -1038441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1038477.562500 Penalty: 4376.967285
	Iteration 14Q: 3 clusters Score -1038478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1038504.562500 Penalty: 4376.967285
	Iteration 15Q: 3 clusters Score -1038505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1038516.750000 Penalty: 4376.967285
	Iteration 16Q: 3 clusters Score -1038517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1038532.812500 Penalty: 4376.967285
	Iteration 17Q: 3 clusters Score -1038533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1038541.062500 Penalty: 4376.967285
	Iteration 18Q: 3 clusters Score -1038541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1038554.312500 Penalty: 4376.967285
	Iteration 19Q: 3 clusters Score -1038554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1038574.750000 Penalty: 4376.967285
	Iteration 20F: 3 clusters Score -1038575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1038593.187500 Penalty: 4376.967285
	Iteration 21Q: 3 clusters Score -1038593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1038613.875000 Penalty: 4376.967285
	Iteration 22Q: 3 clusters Score -1038614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1038620.250000 Penalty: 4376.967285
	Iteration 23Q: 3 clusters Score -1038620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1038627.375000 Penalty: 4376.967285
	Iteration 24Q: 3 clusters Score -1038627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1038634.312500 Penalty: 4376.967285
	Iteration 25Q: 3 clusters Score -1038634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1038638.875000 Penalty: 4376.967285
	Iteration 26Q: 3 clusters Score -1038639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1038639.687500 Penalty: 4376.967285
	Iteration 27Q: 3 clusters Score -1038640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1038640.875000 Penalty: 4376.967285
	Iteration 28Q: 3 clusters Score -1038641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1038640.875000 Penalty: 4376.967285
	Iteration 29Q: 3 clusters Score -1038641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1038640.875000 Penalty: 4376.967285
	Iteration 30F: 3 clusters Score -1038641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -49545.433594 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -49545.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48166.343750 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48166.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48348.410156 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48348.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48446.914062 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -48446.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48506.914062 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -48506.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48528.925781 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -48528.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48545.394531 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -48545.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -48555.179688 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -48555.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48567.113281 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -48567.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -48567.113281 Penalty: 2965.527344
	Iteration 8F: 3 clusters Score -48567.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -604404.625000 Penalty: 2056.054688
	Iteration 0F: 2 clusters Score -604404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -600574.187500 Penalty: 4112.109375
	Iteration 0F: 3 clusters Score -600574.2 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -601534.187500 Penalty: 4112.109375
	Iteration 1F: 3 clusters Score -601534.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -601865.437500 Penalty: 4112.109375
	Iteration 2F: 3 clusters Score -601865.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -602084.437500 Penalty: 4112.109375
	Iteration 3F: 3 clusters Score -602084.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -602256.062500 Penalty: 4112.109375
	Iteration 4F: 3 clusters Score -602256.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -602391.562500 Penalty: 4112.109375
	Iteration 5Q: 3 clusters Score -602391.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -602504.625000 Penalty: 4112.109375
	Iteration 6Q: 3 clusters Score -602504.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -602597.125000 Penalty: 4112.109375
	Iteration 7Q: 3 clusters Score -602597.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -602665.000000 Penalty: 4112.109375
	Iteration 8Q: 3 clusters Score -602665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -602711.062500 Penalty: 4112.109375
	Iteration 9Q: 3 clusters Score -602711.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -602739.937500 Penalty: 4112.109375
	Iteration 10Q: 3 clusters Score -602739.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -602758.000000 Penalty: 4112.109375
	Iteration 11Q: 3 clusters Score -602758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -602773.375000 Penalty: 4112.109375
	Iteration 12Q: 3 clusters Score -602773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -602782.062500 Penalty: 4112.109375
	Iteration 13Q: 3 clusters Score -602782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -602791.062500 Penalty: 4112.109375
	Iteration 14Q: 3 clusters Score -602791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -602800.812500 Penalty: 4112.109375
	Iteration 15Q: 3 clusters Score -602800.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -602810.687500 Penalty: 4112.109375
	Iteration 16Q: 3 clusters Score -602810.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -602823.062500 Penalty: 4112.109375
	Iteration 17Q: 3 clusters Score -602823.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -602832.437500 Penalty: 4112.109375
	Iteration 18Q: 3 clusters Score -602832.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -602837.625000 Penalty: 4112.109375
	Iteration 19Q: 3 clusters Score -602837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -602846.375000 Penalty: 4112.109375
	Iteration 20F: 3 clusters Score -602846.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -602855.875000 Penalty: 4112.109375
	Iteration 21Q: 3 clusters Score -602855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -602861.250000 Penalty: 4112.109375
	Iteration 22Q: 3 clusters Score -602861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -602863.125000 Penalty: 4112.109375
	Iteration 23Q: 3 clusters Score -602863.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -602866.437500 Penalty: 4112.109375
	Iteration 24Q: 3 clusters Score -602866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -602869.750000 Penalty: 4112.109375
	Iteration 25Q: 3 clusters Score -602869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -602873.125000 Penalty: 4112.109375
	Iteration 26Q: 3 clusters Score -602873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -602873.750000 Penalty: 4112.109375
	Iteration 27Q: 3 clusters Score -602873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -602877.875000 Penalty: 4112.109375
	Iteration 28Q: 3 clusters Score -602877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -602878.500000 Penalty: 4112.109375
	Iteration 29Q: 3 clusters Score -602878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -602880.375000 Penalty: 4112.109375
	Iteration 30Q: 3 clusters Score -602880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -602881.437500 Penalty: 4112.109375
	Iteration 31Q: 3 clusters Score -602881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -602881.812500 Penalty: 4112.109375
	Iteration 32Q: 3 clusters Score -602881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -602884.000000 Penalty: 4112.109375
	Iteration 33Q: 3 clusters Score -602884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -602885.500000 Penalty: 4112.109375
	Iteration 34Q: 3 clusters Score -602885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -602885.250000 Penalty: 4112.109375
	Iteration 35Q: 3 clusters Score -602885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -602885.937500 Penalty: 4112.109375
	Iteration 36Q: 3 clusters Score -602885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -602886.187500 Penalty: 4112.109375
	Iteration 37Q: 3 clusters Score -602886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -602886.187500 Penalty: 4112.109375
	Iteration 38F: 3 clusters Score -602886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -144517.937500 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -144517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142511.296875 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -142511.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -142903.500000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -142903.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143052.984375 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -143053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143150.562500 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -143150.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143203.187500 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -143203.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -143232.781250 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -143232.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -143254.125000 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -143254.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -143280.500000 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -143280.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143330.390625 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -143330.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -143364.281250 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -143364.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143393.781250 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -143393.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143441.578125 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -143441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143471.484375 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -143471.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -143534.375000 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -143534.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143588.015625 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -143588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143632.640625 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -143632.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -143677.906250 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -143677.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143715.421875 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -143715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143738.093750 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -143738.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143784.296875 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -143784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143869.406250 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -143869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143966.593750 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -143966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144033.281250 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -144033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144059.859375 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -144059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -144072.531250 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -144072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144075.031250 Penalty: 3478.009277
	Iteration 25Q: 3 clusters Score -144075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144075.812500 Penalty: 3478.009277
	Iteration 26Q: 3 clusters Score -144075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144075.812500 Penalty: 3478.009277
	Iteration 27F: 3 clusters Score -144075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -97397.218750 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -97397.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95883.218750 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -95883.22 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96298.414062 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96298.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96452.789062 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -96452.79 nChanged 48
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: -96611.335938 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -96611.34 nChanged 54
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: -96930.281250 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -96930.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97352.507812 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -97352.51 nChanged 50
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: -97771.898438 Penalty: 3299.820068
	Iteration 6F: 3 clusters Score -97771.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -97964.929688 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -97964.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98067.367188 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -98067.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -98108.265625 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -98108.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98131.625000 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -98131.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98155.492188 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -98155.49 nChanged 8
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: -98171.500000 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -98171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98182.835938 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -98182.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98190.820312 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -98190.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98196.437500 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -98196.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98206.515625 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -98206.52 nChanged 6
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: -98215.882812 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -98215.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98219.367188 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -98219.37 nChanged 2
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: -98223.367188 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -98223.37 nChanged 1
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: -98224.718750 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -98224.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98225.859375 Penalty: 3299.820068
	Iteration 21Q: 3 clusters Score -98225.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98225.859375 Penalty: 3299.820068
	Iteration 22F: 3 clusters Score -98225.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 279 members 
Entering Unmasked Estep 
Score: -70334824.000000 Penalty: 136058.015625
Splitting cluster 9 changes total score from -70335616.000000 to -70334824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -304243.875000 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -304243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -301601.562500 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -301601.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -302065.875000 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -302065.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -302166.718750 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -302166.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -302219.875000 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -302219.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302255.562500 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -302255.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -302277.375000 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -302277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -302294.937500 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -302294.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -302313.187500 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -302313.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -302325.031250 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -302325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -302332.625000 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -302332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -302338.468750 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -302338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -302338.906250 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -302338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302339.875000 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -302339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302340.156250 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -302340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302341.187500 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -302341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302341.187500 Penalty: 3780.355713
	Iteration 15F: 3 clusters Score -302341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -70076.601562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -70076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68630.375000 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -68630.38 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68851.781250 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -68851.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68973.703125 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -68973.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69111.328125 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -69111.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69285.984375 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -69285.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69370.437500 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -69370.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69427.757812 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -69427.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69462.304688 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -69462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69512.804688 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -69512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69524.703125 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -69524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69527.015625 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -69527.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69530.945312 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -69530.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69532.093750 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -69532.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69532.093750 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -69532.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Entering Unmasked Estep 
Score: -1761671.375000 Penalty: 2323.016602
	Iteration 0F: 2 clusters Score -1761671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1752906.875000 Penalty: 4646.033203
	Iteration 0F: 3 clusters Score -1752907 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1755433.125000 Penalty: 4646.033203
	Iteration 1F: 3 clusters Score -1755433 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1755767.250000 Penalty: 4646.033203
	Iteration 2F: 3 clusters Score -1755767 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1755998.375000 Penalty: 4646.033203
	Iteration 3F: 3 clusters Score -1755998 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1756164.875000 Penalty: 4646.033203
	Iteration 4Q: 3 clusters Score -1756165 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1756310.625000 Penalty: 4646.033203
	Iteration 5Q: 3 clusters Score -1756311 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1756435.250000 Penalty: 4646.033203
	Iteration 6Q: 3 clusters Score -1756435 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1756551.250000 Penalty: 4646.033203
	Iteration 7Q: 3 clusters Score -1756551 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1756656.500000 Penalty: 4646.033203
	Iteration 8Q: 3 clusters Score -1756656 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1756734.875000 Penalty: 4646.033203
	Iteration 9Q: 3 clusters Score -1756735 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1756807.250000 Penalty: 4646.033203
	Iteration 10Q: 3 clusters Score -1756807 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1756853.250000 Penalty: 4646.033203
	Iteration 11Q: 3 clusters Score -1756853 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1756897.000000 Penalty: 4646.033203
	Iteration 12Q: 3 clusters Score -1756897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1756940.500000 Penalty: 4646.033203
	Iteration 13Q: 3 clusters Score -1756940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1756970.500000 Penalty: 4646.033203
	Iteration 14Q: 3 clusters Score -1756970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1756999.250000 Penalty: 4646.033203
	Iteration 15Q: 3 clusters Score -1756999 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1757038.250000 Penalty: 4646.033203
	Iteration 16Q: 3 clusters Score -1757038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1757067.500000 Penalty: 4646.033203
	Iteration 17Q: 3 clusters Score -1757068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1757083.750000 Penalty: 4646.033203
	Iteration 18Q: 3 clusters Score -1757084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1757105.375000 Penalty: 4646.033203
	Iteration 19Q: 3 clusters Score -1757105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1757127.250000 Penalty: 4646.033203
	Iteration 20F: 3 clusters Score -1757127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1757150.750000 Penalty: 4646.033203
	Iteration 21Q: 3 clusters Score -1757151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1757179.375000 Penalty: 4646.033203
	Iteration 22Q: 3 clusters Score -1757179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1757207.500000 Penalty: 4646.033203
	Iteration 23Q: 3 clusters Score -1757208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1757233.750000 Penalty: 4646.033203
	Iteration 24Q: 3 clusters Score -1757234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1757263.000000 Penalty: 4646.033203
	Iteration 25Q: 3 clusters Score -1757263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1757284.750000 Penalty: 4646.033203
	Iteration 26Q: 3 clusters Score -1757285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1757300.875000 Penalty: 4646.033203
	Iteration 27Q: 3 clusters Score -1757301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1757313.000000 Penalty: 4646.033203
	Iteration 28Q: 3 clusters Score -1757313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1757327.875000 Penalty: 4646.033203
	Iteration 29Q: 3 clusters Score -1757328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1757330.250000 Penalty: 4646.033203
	Iteration 30Q: 3 clusters Score -1757330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1757345.875000 Penalty: 4646.033203
	Iteration 31Q: 3 clusters Score -1757346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1757351.000000 Penalty: 4646.033203
	Iteration 32Q: 3 clusters Score -1757351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1757362.000000 Penalty: 4646.033203
	Iteration 33Q: 3 clusters Score -1757362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1757369.625000 Penalty: 4646.033203
	Iteration 34Q: 3 clusters Score -1757370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1757390.625000 Penalty: 4646.033203
	Iteration 35Q: 3 clusters Score -1757391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1757394.875000 Penalty: 4646.033203
	Iteration 36Q: 3 clusters Score -1757395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1757397.125000 Penalty: 4646.033203
	Iteration 37Q: 3 clusters Score -1757397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1757410.625000 Penalty: 4646.033203
	Iteration 38Q: 3 clusters Score -1757411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1757423.000000 Penalty: 4646.033203
	Iteration 39Q: 3 clusters Score -1757423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1757434.250000 Penalty: 4646.033203
	Iteration 40F: 3 clusters Score -1757434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1757443.875000 Penalty: 4646.033203
	Iteration 41Q: 3 clusters Score -1757444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1757461.125000 Penalty: 4646.033203
	Iteration 42Q: 3 clusters Score -1757461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1757473.500000 Penalty: 4646.033203
	Iteration 43Q: 3 clusters Score -1757474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1757487.375000 Penalty: 4646.033203
	Iteration 44Q: 3 clusters Score -1757487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1757502.500000 Penalty: 4646.033203
	Iteration 45Q: 3 clusters Score -1757502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1757527.625000 Penalty: 4646.033203
	Iteration 46Q: 3 clusters Score -1757528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1757551.875000 Penalty: 4646.033203
	Iteration 47Q: 3 clusters Score -1757552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1757586.875000 Penalty: 4646.033203
	Iteration 48Q: 3 clusters Score -1757587 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1757621.625000 Penalty: 4646.033203
	Iteration 49Q: 3 clusters Score -1757622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1757672.500000 Penalty: 4646.033203
	Iteration 50Q: 3 clusters Score -1757672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1757709.750000 Penalty: 4646.033203
	Iteration 51Q: 3 clusters Score -1757710 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1757763.750000 Penalty: 4646.033203
	Iteration 52Q: 3 clusters Score -1757764 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1757818.000000 Penalty: 4646.033203
	Iteration 53Q: 3 clusters Score -1757818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1757875.500000 Penalty: 4646.033203
	Iteration 54Q: 3 clusters Score -1757876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1757947.625000 Penalty: 4646.033203
	Iteration 55Q: 3 clusters Score -1757948 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1758007.875000 Penalty: 4646.033203
	Iteration 56Q: 3 clusters Score -1758008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1758066.625000 Penalty: 4646.033203
	Iteration 57Q: 3 clusters Score -1758067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1758119.250000 Penalty: 4646.033203
	Iteration 58Q: 3 clusters Score -1758119 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1758163.375000 Penalty: 4646.033203
	Iteration 59Q: 3 clusters Score -1758163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1758193.500000 Penalty: 4646.033203
	Iteration 60F: 3 clusters Score -1758194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1758224.125000 Penalty: 4646.033203
	Iteration 61Q: 3 clusters Score -1758224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1758246.250000 Penalty: 4646.033203
	Iteration 62Q: 3 clusters Score -1758246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1758261.125000 Penalty: 4646.033203
	Iteration 63Q: 3 clusters Score -1758261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1758270.750000 Penalty: 4646.033203
	Iteration 64Q: 3 clusters Score -1758271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1758282.750000 Penalty: 4646.033203
	Iteration 65Q: 3 clusters Score -1758283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1758283.625000 Penalty: 4646.033203
	Iteration 66Q: 3 clusters Score -1758284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1758291.125000 Penalty: 4646.033203
	Iteration 67Q: 3 clusters Score -1758291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1758295.250000 Penalty: 4646.033203
	Iteration 68Q: 3 clusters Score -1758295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1758299.625000 Penalty: 4646.033203
	Iteration 69Q: 3 clusters Score -1758300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1758301.250000 Penalty: 4646.033203
	Iteration 70Q: 3 clusters Score -1758301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1758312.000000 Penalty: 4646.033203
	Iteration 71Q: 3 clusters Score -1758312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1758311.375000 Penalty: 4646.033203
	Iteration 72Q: 3 clusters Score -1758311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1758319.750000 Penalty: 4646.033203
	Iteration 73Q: 3 clusters Score -1758320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1758324.375000 Penalty: 4646.033203
	Iteration 74Q: 3 clusters Score -1758324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1758328.625000 Penalty: 4646.033203
	Iteration 75Q: 3 clusters Score -1758329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1758335.250000 Penalty: 4646.033203
	Iteration 76Q: 3 clusters Score -1758335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1758344.125000 Penalty: 4646.033203
	Iteration 77Q: 3 clusters Score -1758344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1758348.875000 Penalty: 4646.033203
	Iteration 78Q: 3 clusters Score -1758349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1758354.625000 Penalty: 4646.033203
	Iteration 79Q: 3 clusters Score -1758355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1758362.875000 Penalty: 4646.033203
	Iteration 80F: 3 clusters Score -1758363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1758369.375000 Penalty: 4646.033203
	Iteration 81Q: 3 clusters Score -1758369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1758377.375000 Penalty: 4646.033203
	Iteration 82Q: 3 clusters Score -1758377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1758388.000000 Penalty: 4646.033203
	Iteration 83Q: 3 clusters Score -1758388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1758403.500000 Penalty: 4646.033203
	Iteration 84Q: 3 clusters Score -1758404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1758407.875000 Penalty: 4646.033203
	Iteration 85Q: 3 clusters Score -1758408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1758415.000000 Penalty: 4646.033203
	Iteration 86Q: 3 clusters Score -1758415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1758423.125000 Penalty: 4646.033203
	Iteration 87Q: 3 clusters Score -1758423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1758428.500000 Penalty: 4646.033203
	Iteration 88Q: 3 clusters Score -1758428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1758444.875000 Penalty: 4646.033203
	Iteration 89Q: 3 clusters Score -1758445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1758453.375000 Penalty: 4646.033203
	Iteration 90Q: 3 clusters Score -1758453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1758467.500000 Penalty: 4646.033203
	Iteration 91Q: 3 clusters Score -1758468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1758487.750000 Penalty: 4646.033203
	Iteration 92Q: 3 clusters Score -1758488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1758505.750000 Penalty: 4646.033203
	Iteration 93Q: 3 clusters Score -1758506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1758521.000000 Penalty: 4646.033203
	Iteration 94Q: 3 clusters Score -1758521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1758540.875000 Penalty: 4646.033203
	Iteration 95Q: 3 clusters Score -1758541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1758554.750000 Penalty: 4646.033203
	Iteration 96Q: 3 clusters Score -1758555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1758579.125000 Penalty: 4646.033203
	Iteration 97Q: 3 clusters Score -1758579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1758594.500000 Penalty: 4646.033203
	Iteration 98Q: 3 clusters Score -1758594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1758615.500000 Penalty: 4646.033203
	Iteration 99Q: 3 clusters Score -1758616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1758629.250000 Penalty: 4646.033203
	Iteration 100F: 3 clusters Score -1758629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1758644.625000 Penalty: 4646.033203
	Iteration 101Q: 3 clusters Score -1758645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1758666.750000 Penalty: 4646.033203
	Iteration 102Q: 3 clusters Score -1758667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1758695.250000 Penalty: 4646.033203
	Iteration 103Q: 3 clusters Score -1758695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1758714.125000 Penalty: 4646.033203
	Iteration 104Q: 3 clusters Score -1758714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1758735.250000 Penalty: 4646.033203
	Iteration 105Q: 3 clusters Score -1758735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1758758.125000 Penalty: 4646.033203
	Iteration 106Q: 3 clusters Score -1758758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1758788.000000 Penalty: 4646.033203
	Iteration 107Q: 3 clusters Score -1758788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1758812.125000 Penalty: 4646.033203
	Iteration 108Q: 3 clusters Score -1758812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1758834.250000 Penalty: 4646.033203
	Iteration 109Q: 3 clusters Score -1758834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1758859.500000 Penalty: 4646.033203
	Iteration 110Q: 3 clusters Score -1758860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1758885.250000 Penalty: 4646.033203
	Iteration 111Q: 3 clusters Score -1758885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1758904.750000 Penalty: 4646.033203
	Iteration 112Q: 3 clusters Score -1758905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1758928.250000 Penalty: 4646.033203
	Iteration 113Q: 3 clusters Score -1758928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1758939.000000 Penalty: 4646.033203
	Iteration 114Q: 3 clusters Score -1758939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1758956.125000 Penalty: 4646.033203
	Iteration 115Q: 3 clusters Score -1758956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1758980.625000 Penalty: 4646.033203
	Iteration 116Q: 3 clusters Score -1758981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1759002.375000 Penalty: 4646.033203
	Iteration 117Q: 3 clusters Score -1759002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1759022.875000 Penalty: 4646.033203
	Iteration 118Q: 3 clusters Score -1759023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1759038.875000 Penalty: 4646.033203
	Iteration 119Q: 3 clusters Score -1759039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1759060.000000 Penalty: 4646.033203
	Iteration 120F: 3 clusters Score -1759060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1759071.250000 Penalty: 4646.033203
	Iteration 121Q: 3 clusters Score -1759071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1759092.750000 Penalty: 4646.033203
	Iteration 122Q: 3 clusters Score -1759093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1759110.500000 Penalty: 4646.033203
	Iteration 123Q: 3 clusters Score -1759110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1759126.500000 Penalty: 4646.033203
	Iteration 124Q: 3 clusters Score -1759126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1759147.125000 Penalty: 4646.033203
	Iteration 125Q: 3 clusters Score -1759147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1759158.750000 Penalty: 4646.033203
	Iteration 126Q: 3 clusters Score -1759159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1759177.000000 Penalty: 4646.033203
	Iteration 127Q: 3 clusters Score -1759177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1759196.875000 Penalty: 4646.033203
	Iteration 128Q: 3 clusters Score -1759197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1759216.875000 Penalty: 4646.033203
	Iteration 129Q: 3 clusters Score -1759217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1759236.500000 Penalty: 4646.033203
	Iteration 130Q: 3 clusters Score -1759236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1759265.875000 Penalty: 4646.033203
	Iteration 131Q: 3 clusters Score -1759266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1759291.125000 Penalty: 4646.033203
	Iteration 132Q: 3 clusters Score -1759291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1759316.375000 Penalty: 4646.033203
	Iteration 133Q: 3 clusters Score -1759316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1759346.875000 Penalty: 4646.033203
	Iteration 134Q: 3 clusters Score -1759347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1759383.000000 Penalty: 4646.033203
	Iteration 135Q: 3 clusters Score -1759383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1759408.750000 Penalty: 4646.033203
	Iteration 136Q: 3 clusters Score -1759409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1759435.000000 Penalty: 4646.033203
	Iteration 137Q: 3 clusters Score -1759435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1759463.875000 Penalty: 4646.033203
	Iteration 138Q: 3 clusters Score -1759464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1759486.125000 Penalty: 4646.033203
	Iteration 139Q: 3 clusters Score -1759486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1759509.875000 Penalty: 4646.033203
	Iteration 140F: 3 clusters Score -1759510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1759538.000000 Penalty: 4646.033203
	Iteration 141Q: 3 clusters Score -1759538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1759562.375000 Penalty: 4646.033203
	Iteration 142Q: 3 clusters Score -1759562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1759572.875000 Penalty: 4646.033203
	Iteration 143Q: 3 clusters Score -1759573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1759578.625000 Penalty: 4646.033203
	Iteration 144Q: 3 clusters Score -1759579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1759588.625000 Penalty: 4646.033203
	Iteration 145Q: 3 clusters Score -1759589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1759595.500000 Penalty: 4646.033203
	Iteration 146Q: 3 clusters Score -1759596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1759602.125000 Penalty: 4646.033203
	Iteration 147Q: 3 clusters Score -1759602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1759602.875000 Penalty: 4646.033203
	Iteration 148Q: 3 clusters Score -1759603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1759612.500000 Penalty: 4646.033203
	Iteration 149Q: 3 clusters Score -1759612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1759620.875000 Penalty: 4646.033203
	Iteration 150Q: 3 clusters Score -1759621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1759624.375000 Penalty: 4646.033203
	Iteration 151Q: 3 clusters Score -1759624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1759625.375000 Penalty: 4646.033203
	Iteration 152Q: 3 clusters Score -1759625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1759625.625000 Penalty: 4646.033203
	Iteration 153Q: 3 clusters Score -1759626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1759623.750000 Penalty: 4646.033203
	Iteration 154Q: 3 clusters Score -1759624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1759624.875000 Penalty: 4646.033203
	Iteration 155Q: 3 clusters Score -1759625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1759624.875000 Penalty: 4646.033203
	Iteration 156F: 3 clusters Score -1759625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -320192.937500 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -320192.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -317542.531250 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -317542.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -318115.875000 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -318115.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -318279.406250 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -318279.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -318386.312500 Penalty: 3805.226074
	Iteration 3Q: 3 clusters Score -318386.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -318546.437500 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -318546.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -318681.968750 Penalty: 3805.226074
	Iteration 5F: 3 clusters Score -318682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -318778.093750 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -318778.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318858.750000 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -318858.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318931.937500 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -318931.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -318972.718750 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -318972.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -318997.187500 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -318997.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -319020.718750 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -319020.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -319052.312500 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -319052.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -319074.812500 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -319074.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -319094.218750 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -319094.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -319110.312500 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -319110.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -319125.125000 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -319125.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -319137.343750 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -319137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -319143.562500 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -319143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -319149.093750 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -319149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -319149.312500 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -319149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -319150.531250 Penalty: 3805.226074
	Iteration 21Q: 3 clusters Score -319150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -319150.718750 Penalty: 3805.226074
	Iteration 22Q: 3 clusters Score -319150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -319150.718750 Penalty: 3805.226074
	Iteration 23F: 3 clusters Score -319150.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Entering Unmasked Estep 
Score: -7078474.500000 Penalty: 2663.831299
	Iteration 0F: 2 clusters Score -7078474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -7047298.500000 Penalty: 5327.662598
	Iteration 0F: 3 clusters Score -7047298 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -7059234.500000 Penalty: 5327.662598
	Iteration 1F: 3 clusters Score -7059234 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -7060086.500000 Penalty: 5327.662598
	Iteration 2Q: 3 clusters Score -7060086 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -7060913.000000 Penalty: 5327.662598
	Iteration 3Q: 3 clusters Score -7060913 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -7061883.500000 Penalty: 5327.662598
	Iteration 4Q: 3 clusters Score -7061884 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -7062953.000000 Penalty: 5327.662598
	Iteration 5Q: 3 clusters Score -7062953 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -7063971.000000 Penalty: 5327.662598
	Iteration 6Q: 3 clusters Score -7063971 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -7064863.500000 Penalty: 5327.662598
	Iteration 7Q: 3 clusters Score -7064864 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -7065713.500000 Penalty: 5327.662598
	Iteration 8Q: 3 clusters Score -7065714 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7066432.000000 Penalty: 5327.662598
	Iteration 9Q: 3 clusters Score -7066432 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -7067132.500000 Penalty: 5327.662598
	Iteration 10Q: 3 clusters Score -7067132 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -7067806.500000 Penalty: 5327.662598
	Iteration 11Q: 3 clusters Score -7067806 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -7068516.000000 Penalty: 5327.662598
	Iteration 12Q: 3 clusters Score -7068516 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -7069201.500000 Penalty: 5327.662598
	Iteration 13Q: 3 clusters Score -7069202 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -7069958.000000 Penalty: 5327.662598
	Iteration 14Q: 3 clusters Score -7069958 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7070823.000000 Penalty: 5327.662598
	Iteration 15Q: 3 clusters Score -7070823 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -7071713.500000 Penalty: 5327.662598
	Iteration 16Q: 3 clusters Score -7071714 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -7072669.000000 Penalty: 5327.662598
	Iteration 17Q: 3 clusters Score -7072669 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -7073524.000000 Penalty: 5327.662598
	Iteration 18Q: 3 clusters Score -7073524 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -7074273.500000 Penalty: 5327.662598
	Iteration 19Q: 3 clusters Score -7074274 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -7074873.500000 Penalty: 5327.662598
	Iteration 20F: 3 clusters Score -7074874 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -7075246.000000 Penalty: 5327.662598
	Iteration 21Q: 3 clusters Score -7075246 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -7075549.500000 Penalty: 5327.662598
	Iteration 22Q: 3 clusters Score -7075550 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -7075730.000000 Penalty: 5327.662598
	Iteration 23Q: 3 clusters Score -7075730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -7075850.000000 Penalty: 5327.662598
	Iteration 24Q: 3 clusters Score -7075850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -7075933.000000 Penalty: 5327.662598
	Iteration 25Q: 3 clusters Score -7075933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -7076013.000000 Penalty: 5327.662598
	Iteration 26Q: 3 clusters Score -7076013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -7076055.500000 Penalty: 5327.662598
	Iteration 27Q: 3 clusters Score -7076056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -7076079.500000 Penalty: 5327.662598
	Iteration 28Q: 3 clusters Score -7076080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -7076102.500000 Penalty: 5327.662598
	Iteration 29Q: 3 clusters Score -7076102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -7076116.000000 Penalty: 5327.662598
	Iteration 30Q: 3 clusters Score -7076116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -7076129.000000 Penalty: 5327.662598
	Iteration 31Q: 3 clusters Score -7076129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -7076131.500000 Penalty: 5327.662598
	Iteration 32Q: 3 clusters Score -7076132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -7076141.000000 Penalty: 5327.662598
	Iteration 33Q: 3 clusters Score -7076141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -7076158.000000 Penalty: 5327.662598
	Iteration 34Q: 3 clusters Score -7076158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -7076159.500000 Penalty: 5327.662598
	Iteration 35Q: 3 clusters Score -7076160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -7076167.500000 Penalty: 5327.662598
	Iteration 36Q: 3 clusters Score -7076168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -7076173.000000 Penalty: 5327.662598
	Iteration 37Q: 3 clusters Score -7076173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -7076175.500000 Penalty: 5327.662598
	Iteration 38Q: 3 clusters Score -7076176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -7076183.000000 Penalty: 5327.662598
	Iteration 39Q: 3 clusters Score -7076183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -7076182.000000 Penalty: 5327.662598
	Iteration 40F: 3 clusters Score -7076182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -7076186.000000 Penalty: 5327.662598
	Iteration 41Q: 3 clusters Score -7076186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -7076186.500000 Penalty: 5327.662598
	Iteration 42Q: 3 clusters Score -7076186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -7076187.500000 Penalty: 5327.662598
	Iteration 43Q: 3 clusters Score -7076188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -7076187.500000 Penalty: 5327.662598
	Iteration 44F: 3 clusters Score -7076188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Entering Unmasked Estep 
Score: -3145209.250000 Penalty: 2458.618408
	Iteration 0F: 2 clusters Score -3145209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3131101.250000 Penalty: 4917.236816
	Iteration 0F: 3 clusters Score -3131101 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -3135758.250000 Penalty: 4917.236816
	Iteration 1F: 3 clusters Score -3135758 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3136218.500000 Penalty: 4917.236816
	Iteration 2F: 3 clusters Score -3136218 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3136642.250000 Penalty: 4917.236816
	Iteration 3F: 3 clusters Score -3136642 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3137057.500000 Penalty: 4917.236816
	Iteration 4Q: 3 clusters Score -3137058 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3137611.000000 Penalty: 4917.236816
	Iteration 5F: 3 clusters Score -3137611 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3138366.000000 Penalty: 4917.236816
	Iteration 6F: 3 clusters Score -3138366 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3139325.500000 Penalty: 4917.236816
	Iteration 7F: 3 clusters Score -3139326 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3140327.750000 Penalty: 4917.236816
	Iteration 8F: 3 clusters Score -3140328 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3141245.250000 Penalty: 4917.236816
	Iteration 9F: 3 clusters Score -3141245 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3142004.000000 Penalty: 4917.236816
	Iteration 10Q: 3 clusters Score -3142004 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3142447.250000 Penalty: 4917.236816
	Iteration 11Q: 3 clusters Score -3142447 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3142714.250000 Penalty: 4917.236816
	Iteration 12Q: 3 clusters Score -3142714 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3142843.500000 Penalty: 4917.236816
	Iteration 13Q: 3 clusters Score -3142844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3142918.750000 Penalty: 4917.236816
	Iteration 14Q: 3 clusters Score -3142919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3142967.500000 Penalty: 4917.236816
	Iteration 15Q: 3 clusters Score -3142968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3142989.750000 Penalty: 4917.236816
	Iteration 16Q: 3 clusters Score -3142990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3143010.500000 Penalty: 4917.236816
	Iteration 17Q: 3 clusters Score -3143010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3143027.500000 Penalty: 4917.236816
	Iteration 18Q: 3 clusters Score -3143028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3143046.500000 Penalty: 4917.236816
	Iteration 19Q: 3 clusters Score -3143046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3143058.500000 Penalty: 4917.236816
	Iteration 20F: 3 clusters Score -3143058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3143070.250000 Penalty: 4917.236816
	Iteration 21Q: 3 clusters Score -3143070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3143079.500000 Penalty: 4917.236816
	Iteration 22Q: 3 clusters Score -3143080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3143079.500000 Penalty: 4917.236816
	Iteration 23Q: 3 clusters Score -3143080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3143079.500000 Penalty: 4917.236816
	Iteration 24F: 3 clusters Score -3143080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -100398.125000 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -100398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98685.953125 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -98685.95 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99147.132812 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -99147.13 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99468.984375 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -99468.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99760.359375 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -99760.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99958.406250 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -99958.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100097.625000 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -100097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100138.562500 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -100138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100162.531250 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -100162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100176.203125 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -100176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100191.242188 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -100191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100203.578125 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -100203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100203.578125 Penalty: 3349.705322
	Iteration 11F: 3 clusters Score -100203.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -319848.500000 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -319848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -317121.812500 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -317121.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -317626.468750 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -317626.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317741.937500 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -317741.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -317810.937500 Penalty: 3811.424805
	Iteration 3Q: 3 clusters Score -317810.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -317858.437500 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -317858.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -317903.062500 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -317903.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -317933.218750 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -317933.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -317958.062500 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -317958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -317968.187500 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -317968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -317980.937500 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -317980.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -317993.000000 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -317993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -317997.656250 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -317997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -318002.781250 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -318002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -318007.687500 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -318007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318012.593750 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -318012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -318015.093750 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -318015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -318015.875000 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -318015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318018.531250 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -318018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -318021.843750 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -318021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318023.500000 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -318023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -318024.718750 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -318024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -318026.093750 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -318026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -318028.656250 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -318028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318029.375000 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -318029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318029.968750 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -318030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318029.968750 Penalty: 3811.424805
	Iteration 25F: 3 clusters Score -318030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1375473.375000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1375473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1368087.750000 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1368088 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1370222.250000 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1370222 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1370612.250000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1370612 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1370981.625000 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -1370982 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1371314.625000 Penalty: 4546.839355
	Iteration 4F: 3 clusters Score -1371315 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1371593.000000 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1371593 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1371856.375000 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1371856 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1372101.250000 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1372101 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1372347.375000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1372347 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1372537.875000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1372538 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1372727.750000 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1372728 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1372868.875000 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1372869 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1372984.125000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1372984 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1373074.875000 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1373075 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1373154.625000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1373155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1373224.250000 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1373224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1373279.250000 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1373279 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1373336.125000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1373336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1373389.500000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1373390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1373430.125000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1373430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1373464.875000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1373465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1373499.375000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1373499 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1373531.125000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1373531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1373564.000000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1373564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1373600.000000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1373600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1373641.625000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1373642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1373672.625000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1373673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1373689.250000 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1373689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1373705.375000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1373705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1373721.375000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1373721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1373731.250000 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1373731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1373738.375000 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1373738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1373741.875000 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1373742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1373747.875000 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1373748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1373750.750000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1373751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1373754.250000 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1373754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1373754.875000 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1373755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1373753.375000 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1373753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1373752.750000 Penalty: 4546.839355
	Iteration 38Q: 3 clusters Score -1373753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1373754.000000 Penalty: 4546.839355
	Iteration 39Q: 3 clusters Score -1373754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1373755.500000 Penalty: 4546.839355
	Iteration 40F: 3 clusters Score -1373756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1373760.000000 Penalty: 4546.839355
	Iteration 41Q: 3 clusters Score -1373760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1373760.375000 Penalty: 4546.839355
	Iteration 42Q: 3 clusters Score -1373760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1373760.625000 Penalty: 4546.839355
	Iteration 43Q: 3 clusters Score -1373761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1373763.250000 Penalty: 4546.839355
	Iteration 44Q: 3 clusters Score -1373763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1373762.125000 Penalty: 4546.839355
	Iteration 45Q: 3 clusters Score -1373762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1373762.125000 Penalty: 4546.839355
	Iteration 46F: 3 clusters Score -1373762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -145060.843750 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -145060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143233.765625 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -143233.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144132.796875 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -144132.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -144672.687500 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -144672.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144857.265625 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -144857.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144914.187500 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -144914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144942.968750 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -144943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -144975.687500 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -144975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144989.140625 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -144989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144993.062500 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -144993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144998.828125 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -144998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145000.484375 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -145000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145001.187500 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -145001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145001.187500 Penalty: 3482.014648
	Iteration 12F: 3 clusters Score -145001.2 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: -37519.976562 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37519.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36282.914062 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36282.91 nChanged 32
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: -36389.804688 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36389.8 nChanged 6
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: -36412.429688 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36412.43 nChanged 2
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: -36417.402344 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36417.4 nChanged 1
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: -36419.218750 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36419.22 nChanged 0
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: -36419.218750 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -36419.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -147296.375000 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -147296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145391.640625 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -145391.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145731.046875 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -145731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -145889.140625 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -145889.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145998.968750 Penalty: 3454.211182
	Iteration 3Q: 3 clusters Score -145999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146083.703125 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -146083.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146186.781250 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -146186.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -146295.296875 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -146295.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -146404.437500 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -146404.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -146506.171875 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -146506.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -146655.609375 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -146655.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -146794.406250 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -146794.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -146866.531250 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -146866.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -146883.062500 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -146883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -146890.843750 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -146890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146893.015625 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -146893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -146901.515625 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -146901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -146904.000000 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -146904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -146907.937500 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -146907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -146908.625000 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -146908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -146910.000000 Penalty: 3454.211182
	Iteration 19F: 3 clusters Score -146910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -146914.625000 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -146914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -146927.390625 Penalty: 3454.211182
	Iteration 21Q: 3 clusters Score -146927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -146928.671875 Penalty: 3454.211182
	Iteration 22Q: 3 clusters Score -146928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146932.531250 Penalty: 3454.211182
	Iteration 23Q: 3 clusters Score -146932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -146941.953125 Penalty: 3454.211182
	Iteration 24Q: 3 clusters Score -146942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -146943.234375 Penalty: 3454.211182
	Iteration 25Q: 3 clusters Score -146943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -146943.234375 Penalty: 3454.211182
	Iteration 26F: 3 clusters Score -146943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -46074.871094 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -46074.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44747.738281 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -44747.74 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45117.468750 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -45117.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45257.050781 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -45257.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45294.250000 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -45294.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45317.789062 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -45317.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45331.824219 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -45331.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45340.269531 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -45340.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45348.023438 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -45348.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45353.207031 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -45353.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45373.832031 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -45373.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45392.070312 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -45392.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45397.476562 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -45397.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45397.476562 Penalty: 2941.076172
	Iteration 12F: 3 clusters Score -45397.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Entering Unmasked Estep 
Score: -3334289.000000 Penalty: 2475.873535
	Iteration 0F: 2 clusters Score -3334289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3319270.250000 Penalty: 4951.747070
	Iteration 0F: 3 clusters Score -3319270 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3324740.250000 Penalty: 4951.747070
	Iteration 1F: 3 clusters Score -3324740 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3325730.750000 Penalty: 4951.747070
	Iteration 2F: 3 clusters Score -3325731 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3326970.000000 Penalty: 4951.747070
	Iteration 3F: 3 clusters Score -3326970 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3328498.750000 Penalty: 4951.747070
	Iteration 4F: 3 clusters Score -3328499 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3330118.750000 Penalty: 4951.747070
	Iteration 5F: 3 clusters Score -3330119 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3331410.750000 Penalty: 4951.747070
	Iteration 6F: 3 clusters Score -3331411 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3332194.500000 Penalty: 4951.747070
	Iteration 7F: 3 clusters Score -3332194 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3332740.750000 Penalty: 4951.747070
	Iteration 8Q: 3 clusters Score -3332741 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3333120.000000 Penalty: 4951.747070
	Iteration 9Q: 3 clusters Score -3333120 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3333412.750000 Penalty: 4951.747070
	Iteration 10Q: 3 clusters Score -3333413 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3333625.750000 Penalty: 4951.747070
	Iteration 11Q: 3 clusters Score -3333626 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3333788.500000 Penalty: 4951.747070
	Iteration 12Q: 3 clusters Score -3333788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3333909.000000 Penalty: 4951.747070
	Iteration 13Q: 3 clusters Score -3333909 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3333971.500000 Penalty: 4951.747070
	Iteration 14Q: 3 clusters Score -3333972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3334004.250000 Penalty: 4951.747070
	Iteration 15Q: 3 clusters Score -3334004 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3334044.750000 Penalty: 4951.747070
	Iteration 16Q: 3 clusters Score -3334045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3334061.250000 Penalty: 4951.747070
	Iteration 17Q: 3 clusters Score -3334061 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3334084.250000 Penalty: 4951.747070
	Iteration 18Q: 3 clusters Score -3334084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3334085.750000 Penalty: 4951.747070
	Iteration 19Q: 3 clusters Score -3334086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3334094.500000 Penalty: 4951.747070
	Iteration 20F: 3 clusters Score -3334094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3334112.000000 Penalty: 4951.747070
	Iteration 21Q: 3 clusters Score -3334112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3334108.000000 Penalty: 4951.747070
	Iteration 22Q: 3 clusters Score -3334108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3334105.500000 Penalty: 4951.747070
	Iteration 23Q: 3 clusters Score -3334106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3334103.750000 Penalty: 4951.747070
	Iteration 24Q: 3 clusters Score -3334104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3334101.250000 Penalty: 4951.747070
	Iteration 25Q: 3 clusters Score -3334101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3334106.500000 Penalty: 4951.747070
	Iteration 26Q: 3 clusters Score -3334106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3334108.000000 Penalty: 4951.747070
	Iteration 27Q: 3 clusters Score -3334108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3334108.000000 Penalty: 4951.747070
	Iteration 28Q: 3 clusters Score -3334108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3334109.750000 Penalty: 4951.747070
	Iteration 29Q: 3 clusters Score -3334110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3334113.250000 Penalty: 4951.747070
	Iteration 30Q: 3 clusters Score -3334113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3334116.000000 Penalty: 4951.747070
	Iteration 31Q: 3 clusters Score -3334116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3334114.000000 Penalty: 4951.747070
	Iteration 32Q: 3 clusters Score -3334114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3334113.000000 Penalty: 4951.747070
	Iteration 33Q: 3 clusters Score -3334113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3334113.000000 Penalty: 4951.747070
	Iteration 34F: 3 clusters Score -3334113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -410382.625000 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -410382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -407241.968750 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -407242 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -408086.156250 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -408086.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -408511.687500 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -408511.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408964.656250 Penalty: 3948.666504
	Iteration 3F: 3 clusters Score -408964.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -409397.562500 Penalty: 3948.666504
	Iteration 4F: 3 clusters Score -409397.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -409710.593750 Penalty: 3948.666504
	Iteration 5F: 3 clusters Score -409710.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -409935.156250 Penalty: 3948.666504
	Iteration 6F: 3 clusters Score -409935.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -410106.843750 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -410106.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410212.062500 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -410212.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -410299.781250 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -410299.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -410420.875000 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -410420.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -410524.687500 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -410524.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -410581.781250 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -410581.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -410599.750000 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -410599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -410611.875000 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -410611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -410618.812500 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -410618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -410625.125000 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -410625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -410639.812500 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -410639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -410644.093750 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -410644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -410648.812500 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -410648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -410651.718750 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -410651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410653.750000 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -410653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -410658.687500 Penalty: 3948.666504
	Iteration 22Q: 3 clusters Score -410658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -410664.937500 Penalty: 3948.666504
	Iteration 23Q: 3 clusters Score -410664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -410666.468750 Penalty: 3948.666504
	Iteration 24Q: 3 clusters Score -410666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -410667.000000 Penalty: 3948.666504
	Iteration 25Q: 3 clusters Score -410667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -410667.000000 Penalty: 3948.666504
	Iteration 26F: 3 clusters Score -410667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 1646 members 
Entering Unmasked Estep 
Score: -70334584.000000 Penalty: 136058.015625
Splitting cluster 24 changes total score from -70335616.000000 to -70334584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Entering Unmasked Estep 
Score: -5412338.500000 Penalty: 2598.632812
	Iteration 0F: 2 clusters Score -5412338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5388211.500000 Penalty: 5197.265625
	Iteration 0F: 3 clusters Score -5388212 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5397307.500000 Penalty: 5197.265625
	Iteration 1F: 3 clusters Score -5397308 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5397988.500000 Penalty: 5197.265625
	Iteration 2F: 3 clusters Score -5397988 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5398778.500000 Penalty: 5197.265625
	Iteration 3F: 3 clusters Score -5398778 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5399656.500000 Penalty: 5197.265625
	Iteration 4F: 3 clusters Score -5399656 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -5400803.500000 Penalty: 5197.265625
	Iteration 5F: 3 clusters Score -5400804 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5402298.500000 Penalty: 5197.265625
	Iteration 6F: 3 clusters Score -5402298 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5404006.500000 Penalty: 5197.265625
	Iteration 7F: 3 clusters Score -5404006 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5405689.500000 Penalty: 5197.265625
	Iteration 8F: 3 clusters Score -5405690 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5407159.500000 Penalty: 5197.265625
	Iteration 9Q: 3 clusters Score -5407160 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5408201.500000 Penalty: 5197.265625
	Iteration 10Q: 3 clusters Score -5408202 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5408819.500000 Penalty: 5197.265625
	Iteration 11Q: 3 clusters Score -5408820 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -5409233.000000 Penalty: 5197.265625
	Iteration 12Q: 3 clusters Score -5409233 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -5409571.000000 Penalty: 5197.265625
	Iteration 13Q: 3 clusters Score -5409571 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -5409777.000000 Penalty: 5197.265625
	Iteration 14Q: 3 clusters Score -5409777 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5409971.000000 Penalty: 5197.265625
	Iteration 15Q: 3 clusters Score -5409971 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5410115.000000 Penalty: 5197.265625
	Iteration 16Q: 3 clusters Score -5410115 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -5410224.000000 Penalty: 5197.265625
	Iteration 17Q: 3 clusters Score -5410224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -5410282.500000 Penalty: 5197.265625
	Iteration 18Q: 3 clusters Score -5410282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -5410313.500000 Penalty: 5197.265625
	Iteration 19Q: 3 clusters Score -5410314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -5410357.500000 Penalty: 5197.265625
	Iteration 20F: 3 clusters Score -5410358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -5410389.000000 Penalty: 5197.265625
	Iteration 21Q: 3 clusters Score -5410389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -5410398.000000 Penalty: 5197.265625
	Iteration 22Q: 3 clusters Score -5410398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -5410427.500000 Penalty: 5197.265625
	Iteration 23Q: 3 clusters Score -5410428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -5410439.000000 Penalty: 5197.265625
	Iteration 24Q: 3 clusters Score -5410439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5410449.500000 Penalty: 5197.265625
	Iteration 25Q: 3 clusters Score -5410450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5410463.500000 Penalty: 5197.265625
	Iteration 26Q: 3 clusters Score -5410464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5410480.500000 Penalty: 5197.265625
	Iteration 27Q: 3 clusters Score -5410480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -5410483.000000 Penalty: 5197.265625
	Iteration 28Q: 3 clusters Score -5410483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -5410497.000000 Penalty: 5197.265625
	Iteration 29Q: 3 clusters Score -5410497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -5410503.500000 Penalty: 5197.265625
	Iteration 30Q: 3 clusters Score -5410504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5410525.500000 Penalty: 5197.265625
	Iteration 31Q: 3 clusters Score -5410526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5410543.000000 Penalty: 5197.265625
	Iteration 32Q: 3 clusters Score -5410543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5410551.500000 Penalty: 5197.265625
	Iteration 33Q: 3 clusters Score -5410552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5410555.000000 Penalty: 5197.265625
	Iteration 34Q: 3 clusters Score -5410555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -5410557.000000 Penalty: 5197.265625
	Iteration 35Q: 3 clusters Score -5410557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5410569.500000 Penalty: 5197.265625
	Iteration 36Q: 3 clusters Score -5410570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5410570.500000 Penalty: 5197.265625
	Iteration 37Q: 3 clusters Score -5410570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -5410576.000000 Penalty: 5197.265625
	Iteration 38Q: 3 clusters Score -5410576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5410576.500000 Penalty: 5197.265625
	Iteration 39Q: 3 clusters Score -5410576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -5410575.500000 Penalty: 5197.265625
	Iteration 40F: 3 clusters Score -5410576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5410572.500000 Penalty: 5197.265625
	Iteration 41Q: 3 clusters Score -5410572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5410572.000000 Penalty: 5197.265625
	Iteration 42Q: 3 clusters Score -5410572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5410572.000000 Penalty: 5197.265625
	Iteration 43F: 3 clusters Score -5410572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -153420.156250 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -153420.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151442.187500 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -151442.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152003.750000 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -152003.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152382.171875 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -152382.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152673.156250 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -152673.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152786.843750 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -152786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152883.046875 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -152883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153000.859375 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -153000.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153087.812500 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -153087.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -153166.296875 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -153166.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -153203.093750 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -153203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153210.546875 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -153210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -153218.500000 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -153218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153220.953125 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -153221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153222.500000 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -153222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153222.500000 Penalty: 3479.793213
	Iteration 14F: 3 clusters Score -153222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -68169.320312 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -68169.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66760.031250 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -66760.03 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67483.187500 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -67483.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68246.500000 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -68246.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68770.343750 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -68770.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69013.593750 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -69013.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69244.960938 Penalty: 3168.726318
	Iteration 5F: 3 clusters Score -69244.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69298.992188 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -69298.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69391.625000 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -69391.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69513.039062 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -69513.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69562.101562 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -69562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69585.937500 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -69585.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69591.265625 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -69591.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69594.132812 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -69594.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69600.992188 Penalty: 3168.726318
	Iteration 13F: 3 clusters Score -69600.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69614.296875 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -69614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69621.929688 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -69621.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69628.593750 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -69628.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69628.593750 Penalty: 3168.726318
	Iteration 17F: 3 clusters Score -69628.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 231 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 364 members 
Entering Unmasked Estep 
Score: -70335384.000000 Penalty: 136058.015625
Splitting cluster 27 changes total score from -70335616.000000 to -70335384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -365693.375000 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -365693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -362761.281250 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -362761.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -363318.562500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -363318.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -363442.406250 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -363442.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363522.937500 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -363522.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -363575.468750 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -363575.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -363599.656250 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -363599.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363618.750000 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -363618.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -363633.500000 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -363633.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -363648.406250 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -363648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -363657.750000 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -363657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -363673.093750 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -363673.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -363685.218750 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -363685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -363695.218750 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -363695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -363698.031250 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -363698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -363701.375000 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -363701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -363704.437500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -363704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -363706.406250 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -363706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -363707.062500 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -363707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -363707.875000 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -363707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -363708.687500 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -363708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -363709.937500 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -363709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -363711.968750 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -363712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -363714.375000 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -363714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -363716.812500 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -363716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -363717.406250 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -363717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -363717.468750 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -363717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -363718.437500 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -363718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -363718.437500 Penalty: 3869.489990
	Iteration 27F: 3 clusters Score -363718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -71247.070312 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -71247.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69750.679688 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -69750.68 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69975.015625 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -69975.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70045.789062 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -70045.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70103.445312 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -70103.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70122.125000 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -70122.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70132.031250 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -70132.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70144.953125 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -70144.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70157.000000 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -70157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70168.406250 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -70168.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70169.531250 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -70169.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70169.531250 Penalty: 3121.535889
	Iteration 10F: 3 clusters Score -70169.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -308411.531250 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -308411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -305691.218750 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -305691.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -306256.468750 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -306256.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -306435.781250 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -306435.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306563.531250 Penalty: 3797.777832
	Iteration 3Q: 3 clusters Score -306563.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306649.531250 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -306649.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -306719.187500 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -306719.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -306771.562500 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -306771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -306809.968750 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -306810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -306845.687500 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -306845.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -306873.125000 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -306873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -306889.343750 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -306889.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -306904.593750 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -306904.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -306921.281250 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -306921.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -306935.593750 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -306935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -306942.187500 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -306942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -306947.125000 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -306947.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306956.781250 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -306956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -306960.031250 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -306960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -306965.312500 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -306965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -306970.093750 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -306970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306977.343750 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -306977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306980.000000 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -306980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306989.125000 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -306989.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -306997.968750 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -306998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -307003.593750 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -307003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -307008.093750 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -307008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -307009.875000 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -307009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -307012.000000 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -307012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -307017.031250 Penalty: 3797.777832
	Iteration 28Q: 3 clusters Score -307017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -307021.031250 Penalty: 3797.777832
	Iteration 29Q: 3 clusters Score -307021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -307022.531250 Penalty: 3797.777832
	Iteration 30Q: 3 clusters Score -307022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -307023.375000 Penalty: 3797.777832
	Iteration 31Q: 3 clusters Score -307023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -307024.187500 Penalty: 3797.777832
	Iteration 32Q: 3 clusters Score -307024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -307024.562500 Penalty: 3797.777832
	Iteration 33Q: 3 clusters Score -307024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -307024.656250 Penalty: 3797.777832
	Iteration 34Q: 3 clusters Score -307024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -307024.656250 Penalty: 3797.777832
	Iteration 35F: 3 clusters Score -307024.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Entering Unmasked Estep 
Score: -11015515.000000 Penalty: 2771.942383
	Iteration 0F: 2 clusters Score -1.101552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -10967618.000000 Penalty: 5543.884766
	Iteration 0F: 3 clusters Score -1.096762e+07 nChanged 33546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -10986622.000000 Penalty: 5543.884766
	Iteration 1F: 3 clusters Score -1.098662e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10987394.000000 Penalty: 5543.884766
	Iteration 2Q: 3 clusters Score -1.098739e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -10988226.000000 Penalty: 5543.884766
	Iteration 3Q: 3 clusters Score -1.098823e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -10989302.000000 Penalty: 5543.884766
	Iteration 4Q: 3 clusters Score -1.09893e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -10990434.000000 Penalty: 5543.884766
	Iteration 5Q: 3 clusters Score -1.099043e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -10991875.000000 Penalty: 5543.884766
	Iteration 6Q: 3 clusters Score -1.099188e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -10993635.000000 Penalty: 5543.884766
	Iteration 7Q: 3 clusters Score -1.099364e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -10995877.000000 Penalty: 5543.884766
	Iteration 8F: 3 clusters Score -1.099588e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -10998214.000000 Penalty: 5543.884766
	Iteration 9F: 3 clusters Score -1.099821e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -11000772.000000 Penalty: 5543.884766
	Iteration 10F: 3 clusters Score -1.100077e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -11003035.000000 Penalty: 5543.884766
	Iteration 11F: 3 clusters Score -1.100304e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -11004647.000000 Penalty: 5543.884766
	Iteration 12Q: 3 clusters Score -1.100465e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -11005667.000000 Penalty: 5543.884766
	Iteration 13Q: 3 clusters Score -1.100567e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -11006291.000000 Penalty: 5543.884766
	Iteration 14Q: 3 clusters Score -1.100629e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -11006729.000000 Penalty: 5543.884766
	Iteration 15Q: 3 clusters Score -1.100673e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -11007147.000000 Penalty: 5543.884766
	Iteration 16Q: 3 clusters Score -1.100715e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -11007581.000000 Penalty: 5543.884766
	Iteration 17Q: 3 clusters Score -1.100758e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -11007941.000000 Penalty: 5543.884766
	Iteration 18Q: 3 clusters Score -1.100794e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -11008181.000000 Penalty: 5543.884766
	Iteration 19Q: 3 clusters Score -1.100818e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -11008410.000000 Penalty: 5543.884766
	Iteration 20F: 3 clusters Score -1.100841e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -11008638.000000 Penalty: 5543.884766
	Iteration 21Q: 3 clusters Score -1.100864e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -11008763.000000 Penalty: 5543.884766
	Iteration 22Q: 3 clusters Score -1.100876e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -11008948.000000 Penalty: 5543.884766
	Iteration 23Q: 3 clusters Score -1.100895e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -11009060.000000 Penalty: 5543.884766
	Iteration 24Q: 3 clusters Score -1.100906e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -11009191.000000 Penalty: 5543.884766
	Iteration 25Q: 3 clusters Score -1.100919e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -11009263.000000 Penalty: 5543.884766
	Iteration 26Q: 3 clusters Score -1.100926e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -11009349.000000 Penalty: 5543.884766
	Iteration 27Q: 3 clusters Score -1.100935e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -11009417.000000 Penalty: 5543.884766
	Iteration 28Q: 3 clusters Score -1.100942e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -11009491.000000 Penalty: 5543.884766
	Iteration 29Q: 3 clusters Score -1.100949e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -11009568.000000 Penalty: 5543.884766
	Iteration 30Q: 3 clusters Score -1.100957e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -11009618.000000 Penalty: 5543.884766
	Iteration 31Q: 3 clusters Score -1.100962e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -11009645.000000 Penalty: 5543.884766
	Iteration 32Q: 3 clusters Score -1.100964e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -11009658.000000 Penalty: 5543.884766
	Iteration 33Q: 3 clusters Score -1.100966e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -11009701.000000 Penalty: 5543.884766
	Iteration 34Q: 3 clusters Score -1.10097e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -11009752.000000 Penalty: 5543.884766
	Iteration 35Q: 3 clusters Score -1.100975e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -11009812.000000 Penalty: 5543.884766
	Iteration 36Q: 3 clusters Score -1.100981e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -11009873.000000 Penalty: 5543.884766
	Iteration 37Q: 3 clusters Score -1.100987e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -11009918.000000 Penalty: 5543.884766
	Iteration 38Q: 3 clusters Score -1.100992e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -11009989.000000 Penalty: 5543.884766
	Iteration 39Q: 3 clusters Score -1.100999e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -11010021.000000 Penalty: 5543.884766
	Iteration 40F: 3 clusters Score -1.101002e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -11010072.000000 Penalty: 5543.884766
	Iteration 41Q: 3 clusters Score -1.101007e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -11010106.000000 Penalty: 5543.884766
	Iteration 42Q: 3 clusters Score -1.101011e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -11010114.000000 Penalty: 5543.884766
	Iteration 43Q: 3 clusters Score -1.101011e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -11010167.000000 Penalty: 5543.884766
	Iteration 44Q: 3 clusters Score -1.101017e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -11010220.000000 Penalty: 5543.884766
	Iteration 45Q: 3 clusters Score -1.101022e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -11010276.000000 Penalty: 5543.884766
	Iteration 46Q: 3 clusters Score -1.101028e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -11010314.000000 Penalty: 5543.884766
	Iteration 47Q: 3 clusters Score -1.101031e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -11010375.000000 Penalty: 5543.884766
	Iteration 48Q: 3 clusters Score -1.101038e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -11010402.000000 Penalty: 5543.884766
	Iteration 49Q: 3 clusters Score -1.10104e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -11010472.000000 Penalty: 5543.884766
	Iteration 50Q: 3 clusters Score -1.101047e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -11010483.000000 Penalty: 5543.884766
	Iteration 51Q: 3 clusters Score -1.101048e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -11010503.000000 Penalty: 5543.884766
	Iteration 52Q: 3 clusters Score -1.10105e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -11010611.000000 Penalty: 5543.884766
	Iteration 53Q: 3 clusters Score -1.101061e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -11010699.000000 Penalty: 5543.884766
	Iteration 54Q: 3 clusters Score -1.10107e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -11010734.000000 Penalty: 5543.884766
	Iteration 55Q: 3 clusters Score -1.101073e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -11010809.000000 Penalty: 5543.884766
	Iteration 56Q: 3 clusters Score -1.101081e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -11010875.000000 Penalty: 5543.884766
	Iteration 57Q: 3 clusters Score -1.101088e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -11010892.000000 Penalty: 5543.884766
	Iteration 58Q: 3 clusters Score -1.101089e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -11010977.000000 Penalty: 5543.884766
	Iteration 59Q: 3 clusters Score -1.101098e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -11011067.000000 Penalty: 5543.884766
	Iteration 60F: 3 clusters Score -1.101107e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -11011120.000000 Penalty: 5543.884766
	Iteration 61Q: 3 clusters Score -1.101112e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -11011201.000000 Penalty: 5543.884766
	Iteration 62Q: 3 clusters Score -1.10112e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -11011279.000000 Penalty: 5543.884766
	Iteration 63Q: 3 clusters Score -1.101128e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -11011366.000000 Penalty: 5543.884766
	Iteration 64Q: 3 clusters Score -1.101137e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -11011474.000000 Penalty: 5543.884766
	Iteration 65Q: 3 clusters Score -1.101147e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -11011509.000000 Penalty: 5543.884766
	Iteration 66Q: 3 clusters Score -1.101151e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -11011606.000000 Penalty: 5543.884766
	Iteration 67Q: 3 clusters Score -1.101161e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -11011741.000000 Penalty: 5543.884766
	Iteration 68Q: 3 clusters Score -1.101174e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -11011898.000000 Penalty: 5543.884766
	Iteration 69Q: 3 clusters Score -1.10119e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -11012012.000000 Penalty: 5543.884766
	Iteration 70Q: 3 clusters Score -1.101201e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -11012073.000000 Penalty: 5543.884766
	Iteration 71Q: 3 clusters Score -1.101207e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -11012160.000000 Penalty: 5543.884766
	Iteration 72Q: 3 clusters Score -1.101216e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -11012265.000000 Penalty: 5543.884766
	Iteration 73Q: 3 clusters Score -1.101226e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -11012381.000000 Penalty: 5543.884766
	Iteration 74Q: 3 clusters Score -1.101238e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -11012487.000000 Penalty: 5543.884766
	Iteration 75Q: 3 clusters Score -1.101249e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -11012523.000000 Penalty: 5543.884766
	Iteration 76Q: 3 clusters Score -1.101252e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -11012620.000000 Penalty: 5543.884766
	Iteration 77Q: 3 clusters Score -1.101262e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -11012662.000000 Penalty: 5543.884766
	Iteration 78Q: 3 clusters Score -1.101266e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -11012746.000000 Penalty: 5543.884766
	Iteration 79Q: 3 clusters Score -1.101275e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -11012758.000000 Penalty: 5543.884766
	Iteration 80F: 3 clusters Score -1.101276e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -11012805.000000 Penalty: 5543.884766
	Iteration 81Q: 3 clusters Score -1.10128e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -11012846.000000 Penalty: 5543.884766
	Iteration 82Q: 3 clusters Score -1.101285e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -11012890.000000 Penalty: 5543.884766
	Iteration 83Q: 3 clusters Score -1.101289e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -11012935.000000 Penalty: 5543.884766
	Iteration 84Q: 3 clusters Score -1.101294e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -11012941.000000 Penalty: 5543.884766
	Iteration 85Q: 3 clusters Score -1.101294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -11012945.000000 Penalty: 5543.884766
	Iteration 86Q: 3 clusters Score -1.101294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -11012968.000000 Penalty: 5543.884766
	Iteration 87Q: 3 clusters Score -1.101297e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -11012992.000000 Penalty: 5543.884766
	Iteration 88Q: 3 clusters Score -1.101299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -11013019.000000 Penalty: 5543.884766
	Iteration 89Q: 3 clusters Score -1.101302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -11013038.000000 Penalty: 5543.884766
	Iteration 90Q: 3 clusters Score -1.101304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -11013045.000000 Penalty: 5543.884766
	Iteration 91Q: 3 clusters Score -1.101304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -11013042.000000 Penalty: 5543.884766
	Iteration 92Q: 3 clusters Score -1.101304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -11013054.000000 Penalty: 5543.884766
	Iteration 93Q: 3 clusters Score -1.101305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -11013060.000000 Penalty: 5543.884766
	Iteration 94Q: 3 clusters Score -1.101306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -11013057.000000 Penalty: 5543.884766
	Iteration 95Q: 3 clusters Score -1.101306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -11013079.000000 Penalty: 5543.884766
	Iteration 96Q: 3 clusters Score -1.101308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -11013090.000000 Penalty: 5543.884766
	Iteration 97Q: 3 clusters Score -1.101309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -11013094.000000 Penalty: 5543.884766
	Iteration 98Q: 3 clusters Score -1.101309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -11013095.000000 Penalty: 5543.884766
	Iteration 99Q: 3 clusters Score -1.10131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -11013119.000000 Penalty: 5543.884766
	Iteration 100F: 3 clusters Score -1.101312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -11013109.000000 Penalty: 5543.884766
	Iteration 101Q: 3 clusters Score -1.101311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -11013106.000000 Penalty: 5543.884766
	Iteration 102Q: 3 clusters Score -1.101311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -11013107.000000 Penalty: 5543.884766
	Iteration 103Q: 3 clusters Score -1.101311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -11013126.000000 Penalty: 5543.884766
	Iteration 104Q: 3 clusters Score -1.101313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -11013123.000000 Penalty: 5543.884766
	Iteration 105Q: 3 clusters Score -1.101312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -11013136.000000 Penalty: 5543.884766
	Iteration 106Q: 3 clusters Score -1.101314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -11013142.000000 Penalty: 5543.884766
	Iteration 107Q: 3 clusters Score -1.101314e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -11013155.000000 Penalty: 5543.884766
	Iteration 108Q: 3 clusters Score -1.101316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -11013160.000000 Penalty: 5543.884766
	Iteration 109Q: 3 clusters Score -1.101316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -11013163.000000 Penalty: 5543.884766
	Iteration 110Q: 3 clusters Score -1.101316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -11013171.000000 Penalty: 5543.884766
	Iteration 111Q: 3 clusters Score -1.101317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -11013171.000000 Penalty: 5543.884766
	Iteration 112Q: 3 clusters Score -1.101317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -11013171.000000 Penalty: 5543.884766
	Iteration 113Q: 3 clusters Score -1.101317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -11013176.000000 Penalty: 5543.884766
	Iteration 114Q: 3 clusters Score -1.101318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -11013177.000000 Penalty: 5543.884766
	Iteration 115Q: 3 clusters Score -1.101318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -11013184.000000 Penalty: 5543.884766
	Iteration 116Q: 3 clusters Score -1.101318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -11013184.000000 Penalty: 5543.884766
	Iteration 117Q: 3 clusters Score -1.101318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -11013185.000000 Penalty: 5543.884766
	Iteration 118Q: 3 clusters Score -1.101318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -11013191.000000 Penalty: 5543.884766
	Iteration 119Q: 3 clusters Score -1.101319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -11013191.000000 Penalty: 5543.884766
	Iteration 120F: 3 clusters Score -1.101319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -756987.500000 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -756987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -752381.875000 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -752381.9 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -753573.000000 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -753573 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -753871.062500 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -753871.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -754061.687500 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -754061.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -754195.250000 Penalty: 4243.026367
	Iteration 4Q: 3 clusters Score -754195.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -754288.625000 Penalty: 4243.026367
	Iteration 5Q: 3 clusters Score -754288.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -754378.062500 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -754378.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -754447.125000 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -754447.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -754503.687500 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -754503.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -754559.875000 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -754559.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -754616.687500 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -754616.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -754666.000000 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -754666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -754728.937500 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -754728.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -754784.375000 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -754784.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -754849.312500 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -754849.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -754916.500000 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -754916.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -754981.375000 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -754981.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -755041.437500 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -755041.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -755111.812500 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -755111.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -755175.750000 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -755175.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -755235.125000 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -755235.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -755302.375000 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -755302.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -755369.562500 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -755369.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -755419.375000 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -755419.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -755465.375000 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -755465.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -755493.562500 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -755493.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -755518.687500 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -755518.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -755542.437500 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -755542.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -755569.187500 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -755569.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -755599.312500 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -755599.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -755625.000000 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -755625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -755640.312500 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -755640.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -755663.625000 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -755663.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -755679.500000 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -755679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -755687.750000 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -755687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -755693.125000 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -755693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -755694.375000 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -755694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -755704.687500 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -755704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -755713.187500 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -755713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -755720.187500 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -755720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -755725.062500 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -755725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -755725.750000 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -755725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -755726.812500 Penalty: 4243.026367
	Iteration 42Q: 3 clusters Score -755726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -755730.250000 Penalty: 4243.026367
	Iteration 43Q: 3 clusters Score -755730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -755730.250000 Penalty: 4243.026367
	Iteration 44F: 3 clusters Score -755730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -353496.937500 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -353496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -350566.375000 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -350566.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -351199.656250 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -351199.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -351538.031250 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -351538 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -351841.687500 Penalty: 3870.098633
	Iteration 3F: 3 clusters Score -351841.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352169.843750 Penalty: 3870.098633
	Iteration 4F: 3 clusters Score -352169.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -352452.281250 Penalty: 3870.098633
	Iteration 5F: 3 clusters Score -352452.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -352661.156250 Penalty: 3870.098633
	Iteration 6F: 3 clusters Score -352661.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -352848.312500 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -352848.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -352984.062500 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -352984.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -353059.312500 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -353059.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -353101.156250 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -353101.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -353123.031250 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -353123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -353141.125000 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -353141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -353150.937500 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -353150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -353156.312500 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -353156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -353156.781250 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -353156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -353156.781250 Penalty: 3870.098633
	Iteration 16F: 3 clusters Score -353156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -101551.171875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -101551.2 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 350 members 
Entering Unmasked Estep 
Score: -99925.984375 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -99925.98 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100119.843750 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -100119.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100175.570312 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -100175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100198.546875 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -100198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100209.765625 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -100209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100219.578125 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -100219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100236.781250 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -100236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100254.460938 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -100254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100275.765625 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -100275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100292.648438 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -100292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100313.890625 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -100313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -100323.710938 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -100323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100328.718750 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -100328.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100333.484375 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -100333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -100337.015625 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -100337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -100342.234375 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -100342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -100348.476562 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -100348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -100352.562500 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -100352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -100356.726562 Penalty: 3252.866211
	Iteration 18Q: 3 clusters Score -100356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -100372.367188 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -100372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -100385.218750 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -100385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -100427.000000 Penalty: 3252.866211
	Iteration 21Q: 3 clusters Score -100427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -100490.164062 Penalty: 3252.866211
	Iteration 22Q: 3 clusters Score -100490.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -100556.468750 Penalty: 3252.866211
	Iteration 23Q: 3 clusters Score -100556.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -100642.273438 Penalty: 3252.866211
	Iteration 24Q: 3 clusters Score -100642.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -100717.593750 Penalty: 3252.866211
	Iteration 25Q: 3 clusters Score -100717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -100755.679688 Penalty: 3252.866211
	Iteration 26Q: 3 clusters Score -100755.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -100795.742188 Penalty: 3252.866211
	Iteration 27Q: 3 clusters Score -100795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -100813.875000 Penalty: 3252.866211
	Iteration 28Q: 3 clusters Score -100813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -100822.429688 Penalty: 3252.866211
	Iteration 29Q: 3 clusters Score -100822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -100830.906250 Penalty: 3252.866211
	Iteration 30Q: 3 clusters Score -100830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -100838.820312 Penalty: 3252.866211
	Iteration 31Q: 3 clusters Score -100838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -100842.218750 Penalty: 3252.866211
	Iteration 32Q: 3 clusters Score -100842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -100843.554688 Penalty: 3252.866211
	Iteration 33Q: 3 clusters Score -100843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -100855.406250 Penalty: 3252.866211
	Iteration 34F: 3 clusters Score -100855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -100911.476562 Penalty: 3252.866211
	Iteration 35Q: 3 clusters Score -100911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -100999.789062 Penalty: 3252.866211
	Iteration 36Q: 3 clusters Score -100999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -101028.718750 Penalty: 3252.866211
	Iteration 37Q: 3 clusters Score -101028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -101028.718750 Penalty: 3252.866211
	Iteration 38F: 3 clusters Score -101028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -159667.437500 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -159667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157721.593750 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -157721.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -158044.437500 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -158044.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158145.484375 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -158145.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -158199.359375 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -158199.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -158236.500000 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -158236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158258.156250 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -158258.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158281.000000 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -158281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158294.531250 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -158294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158308.843750 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -158308.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158340.500000 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -158340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158379.906250 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -158379.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158421.609375 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -158421.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158483.078125 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -158483.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -158572.296875 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -158572.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158681.812500 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -158681.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158806.718750 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -158806.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158913.828125 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -158913.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158983.625000 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -158983.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159066.328125 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -159066.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159130.593750 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -159130.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159206.171875 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -159206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159252.531250 Penalty: 3475.320801
	Iteration 21Q: 3 clusters Score -159252.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159267.000000 Penalty: 3475.320801
	Iteration 22Q: 3 clusters Score -159267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159268.062500 Penalty: 3475.320801
	Iteration 23Q: 3 clusters Score -159268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159268.062500 Penalty: 3475.320801
	Iteration 24F: 3 clusters Score -159268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -111621.687500 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -111621.7 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 397 members 
Entering Unmasked Estep 
Score: -109859.468750 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -109859.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110222.062500 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -110222.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110422.468750 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -110422.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110580.046875 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -110580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110719.421875 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -110719.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110805.718750 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -110805.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110839.328125 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -110839.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110873.351562 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -110873.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110905.812500 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -110905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110925.140625 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -110925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110933.882812 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -110933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110941.593750 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -110941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110954.734375 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -110954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110961.851562 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -110961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110969.960938 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -110970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110973.101562 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -110973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110973.101562 Penalty: 3309.955811
	Iteration 16F: 3 clusters Score -110973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -32034.060547 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -32034.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30888.162109 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30888.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31255.916016 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -31255.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31404.177734 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31404.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31612.679688 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -31612.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31840.353516 Penalty: 2922.255371
	Iteration 4F: 3 clusters Score -31840.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32020.447266 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -32020.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32081.234375 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -32081.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32104.978516 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -32104.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32109.300781 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -32109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32113.886719 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -32113.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32118.462891 Penalty: 2922.255371
	Iteration 10F: 3 clusters Score -32118.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32222.058594 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -32222.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32281.298828 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -32281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32283.222656 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -32283.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32377.265625 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -32377.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32377.265625 Penalty: 2922.255371
	Iteration 15F: 3 clusters Score -32377.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 146 members 
Entering Unmasked Estep 
Score: -70334136.000000 Penalty: 136058.015625
Splitting cluster 37 changes total score from -70335616.000000 to -70334136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49232.601562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47932.050781 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47932.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48226.441406 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -48226.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48429.546875 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -48429.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48682.894531 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -48682.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49020.738281 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -49020.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -49326.140625 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -49326.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49525.320312 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -49525.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -49578.128906 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -49578.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49598.671875 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -49598.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49606.777344 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -49606.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49614.066406 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -49614.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49614.066406 Penalty: 3006.482422
	Iteration 11F: 3 clusters Score -49614.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 112 members 
Entering Unmasked Estep 
Score: -70334216.000000 Penalty: 136058.015625
Splitting cluster 38 changes total score from -70335616.000000 to -70334216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -722719.437500 Penalty: 2101.933350
	Iteration 0F: 2 clusters Score -722719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -718296.375000 Penalty: 4203.866699
	Iteration 0F: 3 clusters Score -718296.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -719348.250000 Penalty: 4203.866699
	Iteration 1F: 3 clusters Score -719348.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -719553.312500 Penalty: 4203.866699
	Iteration 2F: 3 clusters Score -719553.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -719675.375000 Penalty: 4203.866699
	Iteration 3Q: 3 clusters Score -719675.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -719766.187500 Penalty: 4203.866699
	Iteration 4Q: 3 clusters Score -719766.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -719846.000000 Penalty: 4203.866699
	Iteration 5Q: 3 clusters Score -719846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -719898.687500 Penalty: 4203.866699
	Iteration 6Q: 3 clusters Score -719898.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -719945.312500 Penalty: 4203.866699
	Iteration 7Q: 3 clusters Score -719945.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -719986.062500 Penalty: 4203.866699
	Iteration 8Q: 3 clusters Score -719986.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -720022.687500 Penalty: 4203.866699
	Iteration 9Q: 3 clusters Score -720022.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -720063.312500 Penalty: 4203.866699
	Iteration 10Q: 3 clusters Score -720063.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -720099.250000 Penalty: 4203.866699
	Iteration 11Q: 3 clusters Score -720099.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -720134.000000 Penalty: 4203.866699
	Iteration 12Q: 3 clusters Score -720134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -720163.812500 Penalty: 4203.866699
	Iteration 13Q: 3 clusters Score -720163.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -720188.062500 Penalty: 4203.866699
	Iteration 14Q: 3 clusters Score -720188.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -720211.312500 Penalty: 4203.866699
	Iteration 15Q: 3 clusters Score -720211.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -720235.875000 Penalty: 4203.866699
	Iteration 16Q: 3 clusters Score -720235.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -720266.250000 Penalty: 4203.866699
	Iteration 17Q: 3 clusters Score -720266.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -720300.812500 Penalty: 4203.866699
	Iteration 18Q: 3 clusters Score -720300.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -720342.562500 Penalty: 4203.866699
	Iteration 19Q: 3 clusters Score -720342.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -720371.687500 Penalty: 4203.866699
	Iteration 20F: 3 clusters Score -720371.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -720405.250000 Penalty: 4203.866699
	Iteration 21Q: 3 clusters Score -720405.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -720428.500000 Penalty: 4203.866699
	Iteration 22Q: 3 clusters Score -720428.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -720445.875000 Penalty: 4203.866699
	Iteration 23Q: 3 clusters Score -720445.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -720462.125000 Penalty: 4203.866699
	Iteration 24Q: 3 clusters Score -720462.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -720484.375000 Penalty: 4203.866699
	Iteration 25Q: 3 clusters Score -720484.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -720502.625000 Penalty: 4203.866699
	Iteration 26Q: 3 clusters Score -720502.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -720518.687500 Penalty: 4203.866699
	Iteration 27Q: 3 clusters Score -720518.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -720533.625000 Penalty: 4203.866699
	Iteration 28Q: 3 clusters Score -720533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -720547.312500 Penalty: 4203.866699
	Iteration 29Q: 3 clusters Score -720547.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -720571.625000 Penalty: 4203.866699
	Iteration 30Q: 3 clusters Score -720571.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -720592.812500 Penalty: 4203.866699
	Iteration 31Q: 3 clusters Score -720592.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -720611.625000 Penalty: 4203.866699
	Iteration 32Q: 3 clusters Score -720611.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -720629.187500 Penalty: 4203.866699
	Iteration 33Q: 3 clusters Score -720629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -720643.625000 Penalty: 4203.866699
	Iteration 34Q: 3 clusters Score -720643.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -720659.750000 Penalty: 4203.866699
	Iteration 35Q: 3 clusters Score -720659.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -720669.937500 Penalty: 4203.866699
	Iteration 36Q: 3 clusters Score -720669.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -720678.937500 Penalty: 4203.866699
	Iteration 37Q: 3 clusters Score -720678.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -720693.250000 Penalty: 4203.866699
	Iteration 38Q: 3 clusters Score -720693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -720708.250000 Penalty: 4203.866699
	Iteration 39Q: 3 clusters Score -720708.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -720720.750000 Penalty: 4203.866699
	Iteration 40F: 3 clusters Score -720720.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -720735.500000 Penalty: 4203.866699
	Iteration 41Q: 3 clusters Score -720735.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -720755.437500 Penalty: 4203.866699
	Iteration 42Q: 3 clusters Score -720755.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -720774.687500 Penalty: 4203.866699
	Iteration 43Q: 3 clusters Score -720774.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -720790.187500 Penalty: 4203.866699
	Iteration 44Q: 3 clusters Score -720790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -720799.875000 Penalty: 4203.866699
	Iteration 45Q: 3 clusters Score -720799.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -720809.125000 Penalty: 4203.866699
	Iteration 46Q: 3 clusters Score -720809.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -720819.375000 Penalty: 4203.866699
	Iteration 47Q: 3 clusters Score -720819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -720824.312500 Penalty: 4203.866699
	Iteration 48Q: 3 clusters Score -720824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -720831.250000 Penalty: 4203.866699
	Iteration 49Q: 3 clusters Score -720831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -720836.937500 Penalty: 4203.866699
	Iteration 50Q: 3 clusters Score -720836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -720840.625000 Penalty: 4203.866699
	Iteration 51Q: 3 clusters Score -720840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -720841.312500 Penalty: 4203.866699
	Iteration 52Q: 3 clusters Score -720841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -720841.875000 Penalty: 4203.866699
	Iteration 53Q: 3 clusters Score -720841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -720844.000000 Penalty: 4203.866699
	Iteration 54Q: 3 clusters Score -720844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -720844.062500 Penalty: 4203.866699
	Iteration 55Q: 3 clusters Score -720844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -720844.000000 Penalty: 4203.866699
	Iteration 56Q: 3 clusters Score -720844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -720844.312500 Penalty: 4203.866699
	Iteration 57Q: 3 clusters Score -720844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -720844.937500 Penalty: 4203.866699
	Iteration 58Q: 3 clusters Score -720844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -720846.062500 Penalty: 4203.866699
	Iteration 59Q: 3 clusters Score -720846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -720846.062500 Penalty: 4203.866699
	Iteration 60F: 3 clusters Score -720846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -64464.449219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -64464.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62977.328125 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62977.33 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63141.882812 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -63141.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63197.949219 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -63197.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63222.910156 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -63222.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63234.437500 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -63234.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63242.507812 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -63242.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63250.078125 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -63250.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63257.160156 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -63257.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63260.324219 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -63260.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63260.324219 Penalty: 3062.197998
	Iteration 9F: 3 clusters Score -63260.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17769.212891 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17769.21 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 78 members 
Entering Unmasked Estep 
Score: -16880.855469 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16880.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16964.185547 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16964.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17018.232422 Penalty: 2511.047119
	Iteration 2F: 3 clusters Score -17018.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17030.330078 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -17030.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17032.908203 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -17032.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17032.908203 Penalty: 2511.047119
	Iteration 5F: 3 clusters Score -17032.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175479 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21663 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35538 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71481 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 199Q: 42 clusters Score -7.033559e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175518 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46223 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21624 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35540 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71478 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335560.000000 Penalty: 132818.546875
Iteration 200F: 42 clusters Score -7.033556e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175542 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28548 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21594 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35545 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71473 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335488.000000 Penalty: 132818.546875
Iteration 201Q: 42 clusters Score -7.033549e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175567 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28554 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21563 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35546 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71469 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 202Q: 42 clusters Score -7.033559e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175578 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46219 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21536 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35544 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71479 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4798 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 203Q: 42 clusters Score -7.033561e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175587 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28564 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46216 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21524 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35543 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71483 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335520.000000 Penalty: 132818.546875
Iteration 204Q: 42 clusters Score -7.033552e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175602 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28568 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46215 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21500 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 35544 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71490 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1104 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335520.000000 Penalty: 132818.546875
Iteration 205Q: 42 clusters Score -7.033552e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175617 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28572 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46215 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21477 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35545 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71492 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335536.000000 Penalty: 132818.546875
Iteration 206Q: 42 clusters Score -7.033554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175625 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28581 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46211 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 9578 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21463 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35548 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71491 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335520.000000 Penalty: 132818.546875
Iteration 207Q: 42 clusters Score -7.033552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175637 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28588 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46209 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21449 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35547 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71490 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335528.000000 Penalty: 132818.546875
Iteration 208Q: 42 clusters Score -7.033553e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175647 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28592 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46208 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 9581 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21436 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35549 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71485 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335552.000000 Penalty: 132818.546875
Iteration 209Q: 42 clusters Score -7.033555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175657 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28598 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21428 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35552 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71474 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335528.000000 Penalty: 132818.546875
Iteration 210Q: 42 clusters Score -7.033553e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175664 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28608 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21416 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35553 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71464 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335568.000000 Penalty: 132818.546875
Iteration 211Q: 42 clusters Score -7.033557e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175685 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28615 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21396 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35554 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71452 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335624.000000 Penalty: 132818.546875
Iteration 212Q: 42 clusters Score -7.033562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175706 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28619 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46196 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21375 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35556 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71448 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335632.000000 Penalty: 132818.546875
Iteration 213Q: 42 clusters Score -7.033563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175717 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28624 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46197 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21361 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71444 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335632.000000 Penalty: 132818.546875
Iteration 214Q: 42 clusters Score -7.033563e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175732 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28626 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46196 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21340 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71446 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335544.000000 Penalty: 132818.546875
Iteration 215Q: 42 clusters Score -7.033554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175738 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28629 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46193 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21325 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71450 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335528.000000 Penalty: 132818.546875
Iteration 216Q: 42 clusters Score -7.033553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175747 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28629 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46190 members 
Mstep: Class 15 contains 20213 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21310 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35569 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71456 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 217Q: 42 clusters Score -7.033558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175757 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46186 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21296 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71465 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 218Q: 42 clusters Score -7.033562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175761 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21287 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71472 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 219Q: 42 clusters Score -7.033561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175761 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21279 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71480 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335632.000000 Penalty: 132818.546875
Iteration 220F: 42 clusters Score -7.033563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175763 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21277 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71483 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 221Q: 42 clusters Score -7.03356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175766 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21275 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71483 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 222Q: 42 clusters Score -7.03356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175765 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21273 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35569 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71485 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 223Q: 42 clusters Score -7.03356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175767 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21270 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35569 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71489 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4804 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335576.000000 Penalty: 132818.546875
Iteration 224Q: 42 clusters Score -7.033558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175768 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21265 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35569 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71490 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335576.000000 Penalty: 132818.546875
Iteration 225Q: 42 clusters Score -7.033558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175764 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21262 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35569 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71498 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 226Q: 42 clusters Score -7.033559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175765 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21256 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35570 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71505 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335624.000000 Penalty: 132818.546875
Iteration 227Q: 42 clusters Score -7.033562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175767 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35570 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71508 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335616.000000 Penalty: 132818.546875
Iteration 228Q: 42 clusters Score -7.033562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175769 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 20201 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21250 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71506 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 229Q: 42 clusters Score -7.033561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175770 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 20201 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21245 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71509 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 230Q: 42 clusters Score -7.033561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175774 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21236 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71515 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 231Q: 42 clusters Score -7.033561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175777 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46178 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21231 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71517 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 232Q: 42 clusters Score -7.03356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175781 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46178 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21226 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71518 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 233Q: 42 clusters Score -7.033561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175788 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21215 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71523 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 234Q: 42 clusters Score -7.033558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175797 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28633 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46176 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21204 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71526 members 
Mstep: Class 32 contains 5186 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 235Q: 42 clusters Score -7.03356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175801 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28635 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46176 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21199 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71524 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4804 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335600.000000 Penalty: 132818.546875
Iteration 236Q: 42 clusters Score -7.03356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28637 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46175 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21196 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71527 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335576.000000 Penalty: 132818.546875
Iteration 237Q: 42 clusters Score -7.033558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175801 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28638 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20203 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21195 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71527 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 238Q: 42 clusters Score -7.033559e+07 nChanged 9
Entering ConstructFrom: 
Score: -70335592.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -36709.015625 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -36709.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -35495.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35537.339844 Penalty: 2760.002197
	Iteration 1Q: 3 clusters Score -35537.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35550.730469 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -35550.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35557.464844 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -35557.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35557.464844 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -35557.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Entering Unmasked Estep 
Score: -26847038.000000 Penalty: 2995.124268
	Iteration 0F: 2 clusters Score -2.684704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -26734842.000000 Penalty: 5990.248535
	Iteration 0F: 3 clusters Score -2.673484e+07 nChanged 84229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -26784090.000000 Penalty: 5990.248535
	Iteration 1F: 3 clusters Score -2.678409e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -26784968.000000 Penalty: 5990.248535
	Iteration 2Q: 3 clusters Score -2.678497e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -26786108.000000 Penalty: 5990.248535
	Iteration 3Q: 3 clusters Score -2.678611e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -26787530.000000 Penalty: 5990.248535
	Iteration 4Q: 3 clusters Score -2.678753e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -26789230.000000 Penalty: 5990.248535
	Iteration 5Q: 3 clusters Score -2.678923e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -26791722.000000 Penalty: 5990.248535
	Iteration 6Q: 3 clusters Score -2.679172e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -26795686.000000 Penalty: 5990.248535
	Iteration 7Q: 3 clusters Score -2.679569e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -26801910.000000 Penalty: 5990.248535
	Iteration 8F: 3 clusters Score -2.680191e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -26810196.000000 Penalty: 5990.248535
	Iteration 9F: 3 clusters Score -2.68102e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -26818648.000000 Penalty: 5990.248535
	Iteration 10F: 3 clusters Score -2.681865e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -26825128.000000 Penalty: 5990.248535
	Iteration 11F: 3 clusters Score -2.682513e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -26828898.000000 Penalty: 5990.248535
	Iteration 12Q: 3 clusters Score -2.68289e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -26831374.000000 Penalty: 5990.248535
	Iteration 13Q: 3 clusters Score -2.683137e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150138 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -26833348.000000 Penalty: 5990.248535
	Iteration 14Q: 3 clusters Score -2.683335e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -26835012.000000 Penalty: 5990.248535
	Iteration 15Q: 3 clusters Score -2.683501e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -26836588.000000 Penalty: 5990.248535
	Iteration 16Q: 3 clusters Score -2.683659e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -26838096.000000 Penalty: 5990.248535
	Iteration 17Q: 3 clusters Score -2.68381e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -26839608.000000 Penalty: 5990.248535
	Iteration 18Q: 3 clusters Score -2.683961e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -26841000.000000 Penalty: 5990.248535
	Iteration 19Q: 3 clusters Score -2.6841e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -26842250.000000 Penalty: 5990.248535
	Iteration 20F: 3 clusters Score -2.684225e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -26843002.000000 Penalty: 5990.248535
	Iteration 21Q: 3 clusters Score -2.6843e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -26843606.000000 Penalty: 5990.248535
	Iteration 22Q: 3 clusters Score -2.684361e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -26843910.000000 Penalty: 5990.248535
	Iteration 23Q: 3 clusters Score -2.684391e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -26844158.000000 Penalty: 5990.248535
	Iteration 24Q: 3 clusters Score -2.684416e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -26844302.000000 Penalty: 5990.248535
	Iteration 25Q: 3 clusters Score -2.68443e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174616 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -26844374.000000 Penalty: 5990.248535
	Iteration 26Q: 3 clusters Score -2.684437e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -26844468.000000 Penalty: 5990.248535
	Iteration 27Q: 3 clusters Score -2.684447e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -26844522.000000 Penalty: 5990.248535
	Iteration 28Q: 3 clusters Score -2.684452e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -26844570.000000 Penalty: 5990.248535
	Iteration 29Q: 3 clusters Score -2.684457e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174952 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -26844606.000000 Penalty: 5990.248535
	Iteration 30Q: 3 clusters Score -2.684461e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174997 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -26844660.000000 Penalty: 5990.248535
	Iteration 31Q: 3 clusters Score -2.684466e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175018 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -26844646.000000 Penalty: 5990.248535
	Iteration 32Q: 3 clusters Score -2.684465e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -26844712.000000 Penalty: 5990.248535
	Iteration 33Q: 3 clusters Score -2.684471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175058 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -26844698.000000 Penalty: 5990.248535
	Iteration 34Q: 3 clusters Score -2.68447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175071 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -26844700.000000 Penalty: 5990.248535
	Iteration 35Q: 3 clusters Score -2.68447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -26844702.000000 Penalty: 5990.248535
	Iteration 36Q: 3 clusters Score -2.68447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -26844704.000000 Penalty: 5990.248535
	Iteration 37Q: 3 clusters Score -2.68447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175094 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -26844694.000000 Penalty: 5990.248535
	Iteration 38Q: 3 clusters Score -2.684469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -26844718.000000 Penalty: 5990.248535
	Iteration 39Q: 3 clusters Score -2.684472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -26844728.000000 Penalty: 5990.248535
	Iteration 40F: 3 clusters Score -2.684473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -26844712.000000 Penalty: 5990.248535
	Iteration 41Q: 3 clusters Score -2.684471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -26844712.000000 Penalty: 5990.248535
	Iteration 42F: 3 clusters Score -2.684471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18432.599609 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -18432.6 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 147 members 
Entering Unmasked Estep 
Score: -17422.550781 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -17422.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17931.113281 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -17931.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18052.216797 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -18052.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18141.324219 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -18141.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18275.056641 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -18275.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18308.925781 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -18308.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18308.931641 Penalty: 2834.011475
	Iteration 6F: 3 clusters Score -18308.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18322.699219 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -18322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18345.853516 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -18345.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18387.212891 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -18387.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18422.275391 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -18422.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18478.951172 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -18478.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18682.732422 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -18682.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18704.388672 Penalty: 2834.011475
	Iteration 13Q: 3 clusters Score -18704.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18754.265625 Penalty: 2834.011475
	Iteration 14Q: 3 clusters Score -18754.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18847.988281 Penalty: 2834.011475
	Iteration 15Q: 3 clusters Score -18847.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18900.908203 Penalty: 2834.011475
	Iteration 16Q: 3 clusters Score -18900.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18919.931641 Penalty: 2834.011475
	Iteration 17Q: 3 clusters Score -18919.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18925.003906 Penalty: 2834.011475
	Iteration 18Q: 3 clusters Score -18925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18927.937500 Penalty: 2834.011475
	Iteration 19F: 3 clusters Score -18927.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19039.751953 Penalty: 2834.011475
	Iteration 20F: 3 clusters Score -19039.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19152.990234 Penalty: 2834.011475
	Iteration 21Q: 3 clusters Score -19152.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19161.960938 Penalty: 2834.011475
	Iteration 22Q: 3 clusters Score -19161.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19161.960938 Penalty: 2834.011475
	Iteration 23F: 3 clusters Score -19161.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 165 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 138 members 
Entering Unmasked Estep 
Score: -70334512.000000 Penalty: 136058.015625
Splitting cluster 3 changes total score from -70335592.000000 to -70334512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (28639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Entering Unmasked Estep 
Score: -4321356.500000 Penalty: 2545.106201
	Iteration 0F: 2 clusters Score -4321356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4301757.000000 Penalty: 5090.212402
	Iteration 0F: 3 clusters Score -4301757 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4308678.000000 Penalty: 5090.212402
	Iteration 1F: 3 clusters Score -4308678 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4309074.000000 Penalty: 5090.212402
	Iteration 2Q: 3 clusters Score -4309074 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -4309454.500000 Penalty: 5090.212402
	Iteration 3Q: 3 clusters Score -4309454 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4309784.500000 Penalty: 5090.212402
	Iteration 4Q: 3 clusters Score -4309784 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4310248.500000 Penalty: 5090.212402
	Iteration 5Q: 3 clusters Score -4310248 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4310829.500000 Penalty: 5090.212402
	Iteration 6Q: 3 clusters Score -4310830 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4311728.500000 Penalty: 5090.212402
	Iteration 7F: 3 clusters Score -4311728 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4312974.000000 Penalty: 5090.212402
	Iteration 8F: 3 clusters Score -4312974 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4314531.500000 Penalty: 5090.212402
	Iteration 9F: 3 clusters Score -4314532 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4316139.500000 Penalty: 5090.212402
	Iteration 10F: 3 clusters Score -4316140 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4317496.000000 Penalty: 5090.212402
	Iteration 11F: 3 clusters Score -4317496 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4318346.000000 Penalty: 5090.212402
	Iteration 12Q: 3 clusters Score -4318346 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4318704.500000 Penalty: 5090.212402
	Iteration 13Q: 3 clusters Score -4318704 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4318895.000000 Penalty: 5090.212402
	Iteration 14Q: 3 clusters Score -4318895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4318999.000000 Penalty: 5090.212402
	Iteration 15Q: 3 clusters Score -4318999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4319058.500000 Penalty: 5090.212402
	Iteration 16Q: 3 clusters Score -4319058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4319087.500000 Penalty: 5090.212402
	Iteration 17Q: 3 clusters Score -4319088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4319107.500000 Penalty: 5090.212402
	Iteration 18Q: 3 clusters Score -4319108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4319119.500000 Penalty: 5090.212402
	Iteration 19Q: 3 clusters Score -4319120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4319125.500000 Penalty: 5090.212402
	Iteration 20F: 3 clusters Score -4319126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4319129.500000 Penalty: 5090.212402
	Iteration 21Q: 3 clusters Score -4319130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4319137.000000 Penalty: 5090.212402
	Iteration 22Q: 3 clusters Score -4319137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4319139.500000 Penalty: 5090.212402
	Iteration 23Q: 3 clusters Score -4319140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4319142.500000 Penalty: 5090.212402
	Iteration 24Q: 3 clusters Score -4319142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4319140.500000 Penalty: 5090.212402
	Iteration 25Q: 3 clusters Score -4319140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4319141.000000 Penalty: 5090.212402
	Iteration 26Q: 3 clusters Score -4319141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4319141.000000 Penalty: 5090.212402
	Iteration 27F: 3 clusters Score -4319141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -1039707.187500 Penalty: 2188.483643
	Iteration 0F: 2 clusters Score -1039707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1034102.937500 Penalty: 4376.967285
	Iteration 0F: 3 clusters Score -1034103 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1035549.562500 Penalty: 4376.967285
	Iteration 1F: 3 clusters Score -1035550 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1035834.750000 Penalty: 4376.967285
	Iteration 2F: 3 clusters Score -1035835 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1036059.875000 Penalty: 4376.967285
	Iteration 3F: 3 clusters Score -1036060 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1036249.187500 Penalty: 4376.967285
	Iteration 4Q: 3 clusters Score -1036249 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1036415.000000 Penalty: 4376.967285
	Iteration 5Q: 3 clusters Score -1036415 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1036553.437500 Penalty: 4376.967285
	Iteration 6Q: 3 clusters Score -1036553 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1036655.250000 Penalty: 4376.967285
	Iteration 7Q: 3 clusters Score -1036655 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1036744.000000 Penalty: 4376.967285
	Iteration 8Q: 3 clusters Score -1036744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1036813.937500 Penalty: 4376.967285
	Iteration 9Q: 3 clusters Score -1036814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1036869.375000 Penalty: 4376.967285
	Iteration 10Q: 3 clusters Score -1036869 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1036924.062500 Penalty: 4376.967285
	Iteration 11Q: 3 clusters Score -1036924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1036973.875000 Penalty: 4376.967285
	Iteration 12Q: 3 clusters Score -1036974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1037029.062500 Penalty: 4376.967285
	Iteration 13Q: 3 clusters Score -1037029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1037081.062500 Penalty: 4376.967285
	Iteration 14Q: 3 clusters Score -1037081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1037126.312500 Penalty: 4376.967285
	Iteration 15Q: 3 clusters Score -1037126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1037175.562500 Penalty: 4376.967285
	Iteration 16Q: 3 clusters Score -1037176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1037233.812500 Penalty: 4376.967285
	Iteration 17Q: 3 clusters Score -1037234 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1037300.937500 Penalty: 4376.967285
	Iteration 18Q: 3 clusters Score -1037301 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1037381.812500 Penalty: 4376.967285
	Iteration 19Q: 3 clusters Score -1037382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1037460.375000 Penalty: 4376.967285
	Iteration 20F: 3 clusters Score -1037460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1037531.312500 Penalty: 4376.967285
	Iteration 21Q: 3 clusters Score -1037531 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1037591.562500 Penalty: 4376.967285
	Iteration 22Q: 3 clusters Score -1037592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1037646.375000 Penalty: 4376.967285
	Iteration 23Q: 3 clusters Score -1037646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1037681.250000 Penalty: 4376.967285
	Iteration 24Q: 3 clusters Score -1037681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1037714.312500 Penalty: 4376.967285
	Iteration 25Q: 3 clusters Score -1037714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1037744.125000 Penalty: 4376.967285
	Iteration 26Q: 3 clusters Score -1037744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1037778.312500 Penalty: 4376.967285
	Iteration 27Q: 3 clusters Score -1037778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1037812.312500 Penalty: 4376.967285
	Iteration 28Q: 3 clusters Score -1037812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1037842.312500 Penalty: 4376.967285
	Iteration 29Q: 3 clusters Score -1037842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1037877.125000 Penalty: 4376.967285
	Iteration 30Q: 3 clusters Score -1037877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1037908.187500 Penalty: 4376.967285
	Iteration 31Q: 3 clusters Score -1037908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1037939.250000 Penalty: 4376.967285
	Iteration 32Q: 3 clusters Score -1037939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1037965.625000 Penalty: 4376.967285
	Iteration 33Q: 3 clusters Score -1037966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1037991.687500 Penalty: 4376.967285
	Iteration 34Q: 3 clusters Score -1037992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1038022.062500 Penalty: 4376.967285
	Iteration 35Q: 3 clusters Score -1038022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1038062.937500 Penalty: 4376.967285
	Iteration 36Q: 3 clusters Score -1038063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1038101.750000 Penalty: 4376.967285
	Iteration 37Q: 3 clusters Score -1038102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1038144.812500 Penalty: 4376.967285
	Iteration 38Q: 3 clusters Score -1038145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1038189.125000 Penalty: 4376.967285
	Iteration 39Q: 3 clusters Score -1038189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1038222.500000 Penalty: 4376.967285
	Iteration 40F: 3 clusters Score -1038222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1038259.437500 Penalty: 4376.967285
	Iteration 41Q: 3 clusters Score -1038259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1038286.812500 Penalty: 4376.967285
	Iteration 42Q: 3 clusters Score -1038287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1038319.250000 Penalty: 4376.967285
	Iteration 43Q: 3 clusters Score -1038319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1038371.437500 Penalty: 4376.967285
	Iteration 44Q: 3 clusters Score -1038371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1038415.750000 Penalty: 4376.967285
	Iteration 45Q: 3 clusters Score -1038416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1038474.875000 Penalty: 4376.967285
	Iteration 46Q: 3 clusters Score -1038475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1038523.875000 Penalty: 4376.967285
	Iteration 47Q: 3 clusters Score -1038524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1038545.875000 Penalty: 4376.967285
	Iteration 48Q: 3 clusters Score -1038546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1038559.625000 Penalty: 4376.967285
	Iteration 49Q: 3 clusters Score -1038560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1038571.625000 Penalty: 4376.967285
	Iteration 50Q: 3 clusters Score -1038572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1038580.250000 Penalty: 4376.967285
	Iteration 51Q: 3 clusters Score -1038580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1038586.500000 Penalty: 4376.967285
	Iteration 52Q: 3 clusters Score -1038586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1038590.000000 Penalty: 4376.967285
	Iteration 53Q: 3 clusters Score -1038590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1038593.625000 Penalty: 4376.967285
	Iteration 54Q: 3 clusters Score -1038594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1038599.125000 Penalty: 4376.967285
	Iteration 55Q: 3 clusters Score -1038599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1038599.875000 Penalty: 4376.967285
	Iteration 56Q: 3 clusters Score -1038600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1038600.875000 Penalty: 4376.967285
	Iteration 57Q: 3 clusters Score -1038601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1038603.562500 Penalty: 4376.967285
	Iteration 58Q: 3 clusters Score -1038604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1038603.562500 Penalty: 4376.967285
	Iteration 59F: 3 clusters Score -1038604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -49545.433594 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -49545.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48228.687500 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48228.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48404.574219 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48404.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48489.398438 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -48489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48573.371094 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -48573.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48653.519531 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -48653.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48768.457031 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -48768.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48791.757812 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -48791.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48811.730469 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -48811.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48830.613281 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -48830.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48836.261719 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -48836.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48836.261719 Penalty: 2965.527344
	Iteration 10F: 3 clusters Score -48836.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -604700.375000 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -604700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -600858.625000 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -600858.6 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -601665.875000 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -601665.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -601830.562500 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -601830.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -601945.437500 Penalty: 4112.358398
	Iteration 3Q: 3 clusters Score -601945.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -602021.750000 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -602021.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -602069.875000 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -602069.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -602110.562500 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -602110.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -602151.000000 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -602151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -602171.687500 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -602171.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602192.750000 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -602192.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -602212.062500 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -602212.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -602233.125000 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -602233.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -602252.312500 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -602252.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -602275.687500 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -602275.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -602303.562500 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -602303.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -602338.687500 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -602338.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -602386.750000 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -602386.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -602430.625000 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -602430.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -602477.625000 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -602477.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -602528.562500 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -602528.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -602588.625000 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -602588.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -602646.187500 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -602646.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -602684.750000 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -602684.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -602714.312500 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -602714.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -602752.875000 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -602752.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -602787.062500 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -602787.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -602818.062500 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -602818.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -602855.875000 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -602855.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -602891.000000 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -602891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -602922.750000 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -602922.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -602953.687500 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -602953.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -602986.250000 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -602986.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -603009.125000 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -603009.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -603033.125000 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -603033.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -603048.312500 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -603048.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -603057.687500 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -603057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -603066.812500 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -603066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -603073.187500 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -603073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -603079.937500 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -603079.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -603083.562500 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -603083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -603086.562500 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -603086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -603090.812500 Penalty: 4112.358398
	Iteration 41Q: 3 clusters Score -603090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -603095.187500 Penalty: 4112.358398
	Iteration 42Q: 3 clusters Score -603095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -603101.062500 Penalty: 4112.358398
	Iteration 43Q: 3 clusters Score -603101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -603106.375000 Penalty: 4112.358398
	Iteration 44Q: 3 clusters Score -603106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -603110.250000 Penalty: 4112.358398
	Iteration 45Q: 3 clusters Score -603110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -603115.250000 Penalty: 4112.358398
	Iteration 46Q: 3 clusters Score -603115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -603115.937500 Penalty: 4112.358398
	Iteration 47Q: 3 clusters Score -603115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -603119.625000 Penalty: 4112.358398
	Iteration 48Q: 3 clusters Score -603119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -603120.875000 Penalty: 4112.358398
	Iteration 49Q: 3 clusters Score -603120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -603124.125000 Penalty: 4112.358398
	Iteration 50Q: 3 clusters Score -603124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -603128.375000 Penalty: 4112.358398
	Iteration 51Q: 3 clusters Score -603128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -603129.500000 Penalty: 4112.358398
	Iteration 52Q: 3 clusters Score -603129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -603129.875000 Penalty: 4112.358398
	Iteration 53Q: 3 clusters Score -603129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -603130.187500 Penalty: 4112.358398
	Iteration 54Q: 3 clusters Score -603130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -603130.562500 Penalty: 4112.358398
	Iteration 55Q: 3 clusters Score -603130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -603130.562500 Penalty: 4112.358398
	Iteration 56F: 3 clusters Score -603130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -144517.937500 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -144517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -142598.328125 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -142598.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -142963.625000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -142963.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143075.953125 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -143076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143165.156250 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -143165.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -143215.015625 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -143215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -143233.203125 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -143233.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143279.578125 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -143279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143317.734375 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -143317.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143351.359375 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -143351.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143397.109375 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -143397.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143421.437500 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -143421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -143435.781250 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -143435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143449.734375 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -143449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -143456.515625 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -143456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -143472.265625 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -143472.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143486.875000 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -143486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143501.390625 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -143501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143515.156250 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -143515.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143525.906250 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -143525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143535.015625 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -143535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143541.562500 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -143541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143545.031250 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -143545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143545.031250 Penalty: 3478.009277
	Iteration 22F: 3 clusters Score -143545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -97397.218750 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -97397.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95920.578125 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -95920.58 nChanged 216
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: -96410.781250 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96410.78 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96673.289062 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -96673.29 nChanged 63
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: -97008.796875 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -97008.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -97258.359375 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -97258.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -97440.218750 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -97440.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97523.460938 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -97523.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97547.960938 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -97547.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97576.476562 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -97576.48 nChanged 5
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: -97602.578125 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -97602.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97608.195312 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -97608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97608.195312 Penalty: 3299.820068
	Iteration 11F: 3 clusters Score -97608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 578 members 
Entering Unmasked Estep 
Score: -70334208.000000 Penalty: 136058.015625
Splitting cluster 9 changes total score from -70335592.000000 to -70334208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -304243.875000 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -304243.9 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 995 members 
Entering Unmasked Estep 
Score: -301582.593750 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -301582.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -302098.718750 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -302098.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -302223.406250 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -302223.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -302311.750000 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -302311.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302381.875000 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -302381.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -302415.093750 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -302415.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -302446.187500 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -302446.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -302469.156250 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -302469.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -302491.187500 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -302491.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -302508.656250 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -302508.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -302519.593750 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -302519.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -302529.093750 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -302529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -302539.000000 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -302539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -302546.125000 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -302546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -302552.937500 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -302552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -302556.031250 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -302556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -302560.437500 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -302560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -302564.281250 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -302564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -302566.281250 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -302566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -302570.031250 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -302570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -302573.468750 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -302573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -302576.343750 Penalty: 3780.355713
	Iteration 21Q: 3 clusters Score -302576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302577.250000 Penalty: 3780.355713
	Iteration 22Q: 3 clusters Score -302577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -302578.125000 Penalty: 3780.355713
	Iteration 23Q: 3 clusters Score -302578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302579.312500 Penalty: 3780.355713
	Iteration 24Q: 3 clusters Score -302579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302580.187500 Penalty: 3780.355713
	Iteration 25Q: 3 clusters Score -302580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302580.187500 Penalty: 3780.355713
	Iteration 26F: 3 clusters Score -302580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -70076.601562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -70076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68655.617188 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -68655.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68931.007812 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -68931.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69123.226562 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -69123.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69309.812500 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -69309.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69416.523438 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -69416.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69469.101562 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -69469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69497.382812 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -69497.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69542.210938 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -69542.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69565.460938 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -69565.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69592.679688 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -69592.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69613.695312 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -69613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69625.023438 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -69625.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69628.156250 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -69628.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69641.679688 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -69641.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69650.726562 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -69650.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69656.906250 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -69656.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69656.906250 Penalty: 3131.519775
	Iteration 16F: 3 clusters Score -69656.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Entering Unmasked Estep 
Score: -1761393.250000 Penalty: 2322.974121
	Iteration 0F: 2 clusters Score -1761393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1752662.750000 Penalty: 4645.948242
	Iteration 0F: 3 clusters Score -1752663 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1755194.750000 Penalty: 4645.948242
	Iteration 1F: 3 clusters Score -1755195 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1755498.500000 Penalty: 4645.948242
	Iteration 2F: 3 clusters Score -1755498 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1755730.500000 Penalty: 4645.948242
	Iteration 3F: 3 clusters Score -1755730 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1755908.250000 Penalty: 4645.948242
	Iteration 4Q: 3 clusters Score -1755908 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1756069.500000 Penalty: 4645.948242
	Iteration 5Q: 3 clusters Score -1756070 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1756254.375000 Penalty: 4645.948242
	Iteration 6Q: 3 clusters Score -1756254 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1756480.000000 Penalty: 4645.948242
	Iteration 7Q: 3 clusters Score -1756480 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1756749.625000 Penalty: 4645.948242
	Iteration 8Q: 3 clusters Score -1756750 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1757098.125000 Penalty: 4645.948242
	Iteration 9Q: 3 clusters Score -1757098 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1757534.875000 Penalty: 4645.948242
	Iteration 10F: 3 clusters Score -1757535 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1758010.625000 Penalty: 4645.948242
	Iteration 11Q: 3 clusters Score -1758011 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1758443.500000 Penalty: 4645.948242
	Iteration 12Q: 3 clusters Score -1758444 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1758790.625000 Penalty: 4645.948242
	Iteration 13Q: 3 clusters Score -1758791 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1758998.375000 Penalty: 4645.948242
	Iteration 14Q: 3 clusters Score -1758998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1759131.250000 Penalty: 4645.948242
	Iteration 15Q: 3 clusters Score -1759131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1759203.375000 Penalty: 4645.948242
	Iteration 16Q: 3 clusters Score -1759203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1759249.125000 Penalty: 4645.948242
	Iteration 17Q: 3 clusters Score -1759249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1759302.625000 Penalty: 4645.948242
	Iteration 18Q: 3 clusters Score -1759303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1759324.750000 Penalty: 4645.948242
	Iteration 19Q: 3 clusters Score -1759325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1759335.625000 Penalty: 4645.948242
	Iteration 20F: 3 clusters Score -1759336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1759349.625000 Penalty: 4645.948242
	Iteration 21Q: 3 clusters Score -1759350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1759362.250000 Penalty: 4645.948242
	Iteration 22Q: 3 clusters Score -1759362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1759366.500000 Penalty: 4645.948242
	Iteration 23Q: 3 clusters Score -1759366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1759366.625000 Penalty: 4645.948242
	Iteration 24Q: 3 clusters Score -1759367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1759370.375000 Penalty: 4645.948242
	Iteration 25Q: 3 clusters Score -1759370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1759371.000000 Penalty: 4645.948242
	Iteration 26Q: 3 clusters Score -1759371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1759371.000000 Penalty: 4645.948242
	Iteration 27F: 3 clusters Score -1759371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -320348.000000 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -320348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -317656.000000 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -317656 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -318215.343750 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -318215.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -318361.343750 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -318361.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -318446.343750 Penalty: 3805.457031
	Iteration 3Q: 3 clusters Score -318446.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -318497.937500 Penalty: 3805.457031
	Iteration 4Q: 3 clusters Score -318497.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -318546.843750 Penalty: 3805.457031
	Iteration 5Q: 3 clusters Score -318546.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -318576.062500 Penalty: 3805.457031
	Iteration 6Q: 3 clusters Score -318576.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -318604.500000 Penalty: 3805.457031
	Iteration 7Q: 3 clusters Score -318604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -318624.906250 Penalty: 3805.457031
	Iteration 8Q: 3 clusters Score -318624.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -318649.656250 Penalty: 3805.457031
	Iteration 9Q: 3 clusters Score -318649.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -318685.343750 Penalty: 3805.457031
	Iteration 10Q: 3 clusters Score -318685.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -318723.031250 Penalty: 3805.457031
	Iteration 11Q: 3 clusters Score -318723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -318768.281250 Penalty: 3805.457031
	Iteration 12Q: 3 clusters Score -318768.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -318810.531250 Penalty: 3805.457031
	Iteration 13Q: 3 clusters Score -318810.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -318856.968750 Penalty: 3805.457031
	Iteration 14Q: 3 clusters Score -318857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -318910.437500 Penalty: 3805.457031
	Iteration 15Q: 3 clusters Score -318910.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -318959.125000 Penalty: 3805.457031
	Iteration 16Q: 3 clusters Score -318959.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -319013.593750 Penalty: 3805.457031
	Iteration 17Q: 3 clusters Score -319013.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -319064.687500 Penalty: 3805.457031
	Iteration 18Q: 3 clusters Score -319064.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -319094.031250 Penalty: 3805.457031
	Iteration 19Q: 3 clusters Score -319094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -319118.781250 Penalty: 3805.457031
	Iteration 20F: 3 clusters Score -319118.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -319144.156250 Penalty: 3805.457031
	Iteration 21Q: 3 clusters Score -319144.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -319162.500000 Penalty: 3805.457031
	Iteration 22Q: 3 clusters Score -319162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -319176.031250 Penalty: 3805.457031
	Iteration 23Q: 3 clusters Score -319176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -319188.156250 Penalty: 3805.457031
	Iteration 24Q: 3 clusters Score -319188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -319197.500000 Penalty: 3805.457031
	Iteration 25Q: 3 clusters Score -319197.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -319206.468750 Penalty: 3805.457031
	Iteration 26Q: 3 clusters Score -319206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -319215.875000 Penalty: 3805.457031
	Iteration 27Q: 3 clusters Score -319215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -319224.343750 Penalty: 3805.457031
	Iteration 28Q: 3 clusters Score -319224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -319229.906250 Penalty: 3805.457031
	Iteration 29Q: 3 clusters Score -319229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -319232.968750 Penalty: 3805.457031
	Iteration 30Q: 3 clusters Score -319233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -319234.281250 Penalty: 3805.457031
	Iteration 31Q: 3 clusters Score -319234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -319234.687500 Penalty: 3805.457031
	Iteration 32Q: 3 clusters Score -319234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -319235.906250 Penalty: 3805.457031
	Iteration 33Q: 3 clusters Score -319235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -319235.906250 Penalty: 3805.457031
	Iteration 34F: 3 clusters Score -319235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Entering Unmasked Estep 
Score: -7070920.000000 Penalty: 2663.562744
	Iteration 0F: 2 clusters Score -7070920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -7039763.500000 Penalty: 5327.125488
	Iteration 0F: 3 clusters Score -7039764 nChanged 21204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -7051693.000000 Penalty: 5327.125488
	Iteration 1F: 3 clusters Score -7051693 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -7052251.000000 Penalty: 5327.125488
	Iteration 2Q: 3 clusters Score -7052251 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -7052897.500000 Penalty: 5327.125488
	Iteration 3Q: 3 clusters Score -7052898 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -7053730.000000 Penalty: 5327.125488
	Iteration 4Q: 3 clusters Score -7053730 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -7054945.500000 Penalty: 5327.125488
	Iteration 5Q: 3 clusters Score -7054946 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7056623.500000 Penalty: 5327.125488
	Iteration 6F: 3 clusters Score -7056624 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -7058907.500000 Penalty: 5327.125488
	Iteration 7F: 3 clusters Score -7058908 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -7061455.500000 Penalty: 5327.125488
	Iteration 8F: 3 clusters Score -7061456 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7063764.000000 Penalty: 5327.125488
	Iteration 9F: 3 clusters Score -7063764 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -7065596.000000 Penalty: 5327.125488
	Iteration 10Q: 3 clusters Score -7065596 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -7066717.500000 Penalty: 5327.125488
	Iteration 11Q: 3 clusters Score -7066718 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -7067430.000000 Penalty: 5327.125488
	Iteration 12Q: 3 clusters Score -7067430 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -7067847.500000 Penalty: 5327.125488
	Iteration 13Q: 3 clusters Score -7067848 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -7068096.000000 Penalty: 5327.125488
	Iteration 14Q: 3 clusters Score -7068096 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -7068230.500000 Penalty: 5327.125488
	Iteration 15Q: 3 clusters Score -7068230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -7068327.500000 Penalty: 5327.125488
	Iteration 16Q: 3 clusters Score -7068328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -7068405.000000 Penalty: 5327.125488
	Iteration 17Q: 3 clusters Score -7068405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -7068459.000000 Penalty: 5327.125488
	Iteration 18Q: 3 clusters Score -7068459 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -7068521.500000 Penalty: 5327.125488
	Iteration 19Q: 3 clusters Score -7068522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -7068554.000000 Penalty: 5327.125488
	Iteration 20F: 3 clusters Score -7068554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -7068589.000000 Penalty: 5327.125488
	Iteration 21Q: 3 clusters Score -7068589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -7068614.000000 Penalty: 5327.125488
	Iteration 22Q: 3 clusters Score -7068614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -7068641.000000 Penalty: 5327.125488
	Iteration 23Q: 3 clusters Score -7068641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -7068655.000000 Penalty: 5327.125488
	Iteration 24Q: 3 clusters Score -7068655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -7068667.000000 Penalty: 5327.125488
	Iteration 25Q: 3 clusters Score -7068667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -7068675.500000 Penalty: 5327.125488
	Iteration 26Q: 3 clusters Score -7068676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -7068679.000000 Penalty: 5327.125488
	Iteration 27Q: 3 clusters Score -7068679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7068681.500000 Penalty: 5327.125488
	Iteration 28Q: 3 clusters Score -7068682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -7068686.000000 Penalty: 5327.125488
	Iteration 29Q: 3 clusters Score -7068686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -7068690.000000 Penalty: 5327.125488
	Iteration 30Q: 3 clusters Score -7068690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -7068690.000000 Penalty: 5327.125488
	Iteration 31Q: 3 clusters Score -7068690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -7068691.500000 Penalty: 5327.125488
	Iteration 32Q: 3 clusters Score -7068692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -7068691.000000 Penalty: 5327.125488
	Iteration 33Q: 3 clusters Score -7068691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -7068691.000000 Penalty: 5327.125488
	Iteration 34Q: 3 clusters Score -7068691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -7068690.000000 Penalty: 5327.125488
	Iteration 35Q: 3 clusters Score -7068690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -7068690.000000 Penalty: 5327.125488
	Iteration 36F: 3 clusters Score -7068690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Entering Unmasked Estep 
Score: -3144427.250000 Penalty: 2458.557129
	Iteration 0F: 2 clusters Score -3144427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3130248.250000 Penalty: 4917.114258
	Iteration 0F: 3 clusters Score -3130248 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3134891.000000 Penalty: 4917.114258
	Iteration 1F: 3 clusters Score -3134891 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3135275.250000 Penalty: 4917.114258
	Iteration 2F: 3 clusters Score -3135275 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3135622.500000 Penalty: 4917.114258
	Iteration 3Q: 3 clusters Score -3135622 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3135914.250000 Penalty: 4917.114258
	Iteration 4Q: 3 clusters Score -3135914 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3136263.250000 Penalty: 4917.114258
	Iteration 5Q: 3 clusters Score -3136263 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3136654.000000 Penalty: 4917.114258
	Iteration 6Q: 3 clusters Score -3136654 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3137173.000000 Penalty: 4917.114258
	Iteration 7Q: 3 clusters Score -3137173 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3137923.500000 Penalty: 4917.114258
	Iteration 8F: 3 clusters Score -3137924 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3139000.000000 Penalty: 4917.114258
	Iteration 9F: 3 clusters Score -3139000 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3140136.250000 Penalty: 4917.114258
	Iteration 10F: 3 clusters Score -3140136 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3141032.250000 Penalty: 4917.114258
	Iteration 11Q: 3 clusters Score -3141032 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3141633.250000 Penalty: 4917.114258
	Iteration 12Q: 3 clusters Score -3141633 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3141922.250000 Penalty: 4917.114258
	Iteration 13Q: 3 clusters Score -3141922 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3142064.250000 Penalty: 4917.114258
	Iteration 14Q: 3 clusters Score -3142064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3142150.750000 Penalty: 4917.114258
	Iteration 15Q: 3 clusters Score -3142151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3142219.250000 Penalty: 4917.114258
	Iteration 16Q: 3 clusters Score -3142219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3142266.500000 Penalty: 4917.114258
	Iteration 17Q: 3 clusters Score -3142266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3142288.000000 Penalty: 4917.114258
	Iteration 18Q: 3 clusters Score -3142288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3142312.000000 Penalty: 4917.114258
	Iteration 19Q: 3 clusters Score -3142312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3142323.750000 Penalty: 4917.114258
	Iteration 20F: 3 clusters Score -3142324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3142323.250000 Penalty: 4917.114258
	Iteration 21Q: 3 clusters Score -3142323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3142320.750000 Penalty: 4917.114258
	Iteration 22Q: 3 clusters Score -3142321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3142323.000000 Penalty: 4917.114258
	Iteration 23Q: 3 clusters Score -3142323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3142323.500000 Penalty: 4917.114258
	Iteration 24Q: 3 clusters Score -3142324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3142326.250000 Penalty: 4917.114258
	Iteration 25Q: 3 clusters Score -3142326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3142326.250000 Penalty: 4917.114258
	Iteration 26Q: 3 clusters Score -3142326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3142326.250000 Penalty: 4917.114258
	Iteration 27F: 3 clusters Score -3142326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -100398.125000 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -100398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98682.750000 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -98682.75 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -99170.789062 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -99170.79 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99649.992188 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -99649.99 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99927.375000 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -99927.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100069.429688 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -100069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -100139.609375 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -100139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100169.125000 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -100169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100182.554688 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -100182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100198.671875 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -100198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100206.546875 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -100206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100211.890625 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -100211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100217.875000 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -100217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100224.882812 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -100224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100232.976562 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -100233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100236.507812 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -100236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100240.078125 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -100240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100244.898438 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -100244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100244.898438 Penalty: 3349.705322
	Iteration 17F: 3 clusters Score -100244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -320588.593750 Penalty: 1906.282104
	Iteration 0F: 2 clusters Score -320588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -317858.687500 Penalty: 3812.564209
	Iteration 0F: 3 clusters Score -317858.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -318355.875000 Penalty: 3812.564209
	Iteration 1F: 3 clusters Score -318355.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -318510.843750 Penalty: 3812.564209
	Iteration 2F: 3 clusters Score -318510.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -318607.781250 Penalty: 3812.564209
	Iteration 3Q: 3 clusters Score -318607.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -318657.531250 Penalty: 3812.564209
	Iteration 4Q: 3 clusters Score -318657.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -318699.468750 Penalty: 3812.564209
	Iteration 5Q: 3 clusters Score -318699.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -318729.968750 Penalty: 3812.564209
	Iteration 6Q: 3 clusters Score -318730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -318763.906250 Penalty: 3812.564209
	Iteration 7Q: 3 clusters Score -318763.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -318796.750000 Penalty: 3812.564209
	Iteration 8Q: 3 clusters Score -318796.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -318820.437500 Penalty: 3812.564209
	Iteration 9Q: 3 clusters Score -318820.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -318841.937500 Penalty: 3812.564209
	Iteration 10Q: 3 clusters Score -318841.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -318854.500000 Penalty: 3812.564209
	Iteration 11Q: 3 clusters Score -318854.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -318870.218750 Penalty: 3812.564209
	Iteration 12Q: 3 clusters Score -318870.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -318881.937500 Penalty: 3812.564209
	Iteration 13Q: 3 clusters Score -318881.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -318892.593750 Penalty: 3812.564209
	Iteration 14Q: 3 clusters Score -318892.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -318904.656250 Penalty: 3812.564209
	Iteration 15Q: 3 clusters Score -318904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -318916.093750 Penalty: 3812.564209
	Iteration 16Q: 3 clusters Score -318916.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -318934.531250 Penalty: 3812.564209
	Iteration 17Q: 3 clusters Score -318934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -318954.343750 Penalty: 3812.564209
	Iteration 18Q: 3 clusters Score -318954.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -318973.625000 Penalty: 3812.564209
	Iteration 19Q: 3 clusters Score -318973.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -318993.687500 Penalty: 3812.564209
	Iteration 20F: 3 clusters Score -318993.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -319010.875000 Penalty: 3812.564209
	Iteration 21Q: 3 clusters Score -319010.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -319025.093750 Penalty: 3812.564209
	Iteration 22Q: 3 clusters Score -319025.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -319040.250000 Penalty: 3812.564209
	Iteration 23Q: 3 clusters Score -319040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -319055.406250 Penalty: 3812.564209
	Iteration 24Q: 3 clusters Score -319055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -319070.875000 Penalty: 3812.564209
	Iteration 25Q: 3 clusters Score -319070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -319082.906250 Penalty: 3812.564209
	Iteration 26Q: 3 clusters Score -319082.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -319105.437500 Penalty: 3812.564209
	Iteration 27Q: 3 clusters Score -319105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -319121.968750 Penalty: 3812.564209
	Iteration 28Q: 3 clusters Score -319122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -319139.406250 Penalty: 3812.564209
	Iteration 29Q: 3 clusters Score -319139.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -319151.718750 Penalty: 3812.564209
	Iteration 30Q: 3 clusters Score -319151.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319165.625000 Penalty: 3812.564209
	Iteration 31Q: 3 clusters Score -319165.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -319176.125000 Penalty: 3812.564209
	Iteration 32Q: 3 clusters Score -319176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -319179.062500 Penalty: 3812.564209
	Iteration 33Q: 3 clusters Score -319179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -319182.687500 Penalty: 3812.564209
	Iteration 34Q: 3 clusters Score -319182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -319185.218750 Penalty: 3812.564209
	Iteration 35Q: 3 clusters Score -319185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -319187.437500 Penalty: 3812.564209
	Iteration 36Q: 3 clusters Score -319187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -319189.531250 Penalty: 3812.564209
	Iteration 37Q: 3 clusters Score -319189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -319192.843750 Penalty: 3812.564209
	Iteration 38Q: 3 clusters Score -319192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -319193.843750 Penalty: 3812.564209
	Iteration 39Q: 3 clusters Score -319193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -319194.875000 Penalty: 3812.564209
	Iteration 40F: 3 clusters Score -319194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -319195.500000 Penalty: 3812.564209
	Iteration 41Q: 3 clusters Score -319195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -319198.500000 Penalty: 3812.564209
	Iteration 42Q: 3 clusters Score -319198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -319201.718750 Penalty: 3812.564209
	Iteration 43Q: 3 clusters Score -319201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -319204.625000 Penalty: 3812.564209
	Iteration 44Q: 3 clusters Score -319204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -319209.343750 Penalty: 3812.564209
	Iteration 45Q: 3 clusters Score -319209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -319215.531250 Penalty: 3812.564209
	Iteration 46Q: 3 clusters Score -319215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -319222.218750 Penalty: 3812.564209
	Iteration 47Q: 3 clusters Score -319222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -319230.625000 Penalty: 3812.564209
	Iteration 48Q: 3 clusters Score -319230.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -319238.093750 Penalty: 3812.564209
	Iteration 49Q: 3 clusters Score -319238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -319243.906250 Penalty: 3812.564209
	Iteration 50Q: 3 clusters Score -319243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -319247.000000 Penalty: 3812.564209
	Iteration 51Q: 3 clusters Score -319247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -319250.062500 Penalty: 3812.564209
	Iteration 52Q: 3 clusters Score -319250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -319251.281250 Penalty: 3812.564209
	Iteration 53Q: 3 clusters Score -319251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -319254.062500 Penalty: 3812.564209
	Iteration 54Q: 3 clusters Score -319254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -319254.281250 Penalty: 3812.564209
	Iteration 55Q: 3 clusters Score -319254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -319254.781250 Penalty: 3812.564209
	Iteration 56Q: 3 clusters Score -319254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -319254.781250 Penalty: 3812.564209
	Iteration 57F: 3 clusters Score -319254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Entering Unmasked Estep 
Score: -1376518.250000 Penalty: 2273.600830
	Iteration 0F: 2 clusters Score -1376518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1369188.375000 Penalty: 4547.201660
	Iteration 0F: 3 clusters Score -1369188 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1371362.125000 Penalty: 4547.201660
	Iteration 1F: 3 clusters Score -1371362 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1371838.375000 Penalty: 4547.201660
	Iteration 2F: 3 clusters Score -1371838 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1372221.750000 Penalty: 4547.201660
	Iteration 3F: 3 clusters Score -1372222 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1372542.125000 Penalty: 4547.201660
	Iteration 4F: 3 clusters Score -1372542 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1372854.875000 Penalty: 4547.201660
	Iteration 5Q: 3 clusters Score -1372855 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1373136.500000 Penalty: 4547.201660
	Iteration 6Q: 3 clusters Score -1373136 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1373363.250000 Penalty: 4547.201660
	Iteration 7Q: 3 clusters Score -1373363 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1373593.125000 Penalty: 4547.201660
	Iteration 8Q: 3 clusters Score -1373593 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1373758.750000 Penalty: 4547.201660
	Iteration 9Q: 3 clusters Score -1373759 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1373889.000000 Penalty: 4547.201660
	Iteration 10Q: 3 clusters Score -1373889 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1373990.000000 Penalty: 4547.201660
	Iteration 11Q: 3 clusters Score -1373990 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1374067.500000 Penalty: 4547.201660
	Iteration 12Q: 3 clusters Score -1374068 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1374130.875000 Penalty: 4547.201660
	Iteration 13Q: 3 clusters Score -1374131 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1374189.625000 Penalty: 4547.201660
	Iteration 14Q: 3 clusters Score -1374190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1374227.875000 Penalty: 4547.201660
	Iteration 15Q: 3 clusters Score -1374228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1374261.750000 Penalty: 4547.201660
	Iteration 16Q: 3 clusters Score -1374262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1374288.500000 Penalty: 4547.201660
	Iteration 17Q: 3 clusters Score -1374288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1374304.750000 Penalty: 4547.201660
	Iteration 18Q: 3 clusters Score -1374305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1374329.625000 Penalty: 4547.201660
	Iteration 19Q: 3 clusters Score -1374330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1374350.125000 Penalty: 4547.201660
	Iteration 20F: 3 clusters Score -1374350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1374366.500000 Penalty: 4547.201660
	Iteration 21Q: 3 clusters Score -1374366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1374381.500000 Penalty: 4547.201660
	Iteration 22Q: 3 clusters Score -1374382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1374404.000000 Penalty: 4547.201660
	Iteration 23Q: 3 clusters Score -1374404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1374422.125000 Penalty: 4547.201660
	Iteration 24Q: 3 clusters Score -1374422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1374442.625000 Penalty: 4547.201660
	Iteration 25Q: 3 clusters Score -1374443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1374455.375000 Penalty: 4547.201660
	Iteration 26Q: 3 clusters Score -1374455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1374468.625000 Penalty: 4547.201660
	Iteration 27Q: 3 clusters Score -1374469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1374480.625000 Penalty: 4547.201660
	Iteration 28Q: 3 clusters Score -1374481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1374491.625000 Penalty: 4547.201660
	Iteration 29Q: 3 clusters Score -1374492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1374501.625000 Penalty: 4547.201660
	Iteration 30Q: 3 clusters Score -1374502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1374508.875000 Penalty: 4547.201660
	Iteration 31Q: 3 clusters Score -1374509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1374522.250000 Penalty: 4547.201660
	Iteration 32Q: 3 clusters Score -1374522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1374533.125000 Penalty: 4547.201660
	Iteration 33Q: 3 clusters Score -1374533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1374536.500000 Penalty: 4547.201660
	Iteration 34Q: 3 clusters Score -1374536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1374548.750000 Penalty: 4547.201660
	Iteration 35Q: 3 clusters Score -1374549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1374563.625000 Penalty: 4547.201660
	Iteration 36Q: 3 clusters Score -1374564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1374570.000000 Penalty: 4547.201660
	Iteration 37Q: 3 clusters Score -1374570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1374587.125000 Penalty: 4547.201660
	Iteration 38Q: 3 clusters Score -1374587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1374602.500000 Penalty: 4547.201660
	Iteration 39Q: 3 clusters Score -1374602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1374613.500000 Penalty: 4547.201660
	Iteration 40F: 3 clusters Score -1374614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1374620.625000 Penalty: 4547.201660
	Iteration 41Q: 3 clusters Score -1374621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1374631.750000 Penalty: 4547.201660
	Iteration 42Q: 3 clusters Score -1374632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1374643.875000 Penalty: 4547.201660
	Iteration 43Q: 3 clusters Score -1374644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1374653.125000 Penalty: 4547.201660
	Iteration 44Q: 3 clusters Score -1374653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1374662.750000 Penalty: 4547.201660
	Iteration 45Q: 3 clusters Score -1374663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1374672.000000 Penalty: 4547.201660
	Iteration 46Q: 3 clusters Score -1374672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1374682.125000 Penalty: 4547.201660
	Iteration 47Q: 3 clusters Score -1374682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1374694.875000 Penalty: 4547.201660
	Iteration 48Q: 3 clusters Score -1374695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1374699.125000 Penalty: 4547.201660
	Iteration 49Q: 3 clusters Score -1374699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1374706.250000 Penalty: 4547.201660
	Iteration 50Q: 3 clusters Score -1374706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1374713.250000 Penalty: 4547.201660
	Iteration 51Q: 3 clusters Score -1374713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1374717.625000 Penalty: 4547.201660
	Iteration 52Q: 3 clusters Score -1374718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1374727.500000 Penalty: 4547.201660
	Iteration 53Q: 3 clusters Score -1374728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1374730.625000 Penalty: 4547.201660
	Iteration 54Q: 3 clusters Score -1374731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1374736.375000 Penalty: 4547.201660
	Iteration 55Q: 3 clusters Score -1374736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1374737.375000 Penalty: 4547.201660
	Iteration 56Q: 3 clusters Score -1374737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1374739.000000 Penalty: 4547.201660
	Iteration 57Q: 3 clusters Score -1374739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1374740.875000 Penalty: 4547.201660
	Iteration 58Q: 3 clusters Score -1374741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1374744.750000 Penalty: 4547.201660
	Iteration 59Q: 3 clusters Score -1374745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1374746.125000 Penalty: 4547.201660
	Iteration 60F: 3 clusters Score -1374746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1374748.250000 Penalty: 4547.201660
	Iteration 61Q: 3 clusters Score -1374748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1374754.375000 Penalty: 4547.201660
	Iteration 62Q: 3 clusters Score -1374754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1374754.000000 Penalty: 4547.201660
	Iteration 63Q: 3 clusters Score -1374754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1374757.750000 Penalty: 4547.201660
	Iteration 64Q: 3 clusters Score -1374758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1374761.250000 Penalty: 4547.201660
	Iteration 65Q: 3 clusters Score -1374761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1374762.500000 Penalty: 4547.201660
	Iteration 66Q: 3 clusters Score -1374762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1374769.000000 Penalty: 4547.201660
	Iteration 67Q: 3 clusters Score -1374769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1374774.625000 Penalty: 4547.201660
	Iteration 68Q: 3 clusters Score -1374775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1374780.375000 Penalty: 4547.201660
	Iteration 69Q: 3 clusters Score -1374780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1374787.500000 Penalty: 4547.201660
	Iteration 70Q: 3 clusters Score -1374788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1374792.125000 Penalty: 4547.201660
	Iteration 71Q: 3 clusters Score -1374792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1374804.375000 Penalty: 4547.201660
	Iteration 72Q: 3 clusters Score -1374804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1374809.250000 Penalty: 4547.201660
	Iteration 73Q: 3 clusters Score -1374809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1374816.750000 Penalty: 4547.201660
	Iteration 74Q: 3 clusters Score -1374817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1374825.625000 Penalty: 4547.201660
	Iteration 75Q: 3 clusters Score -1374826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1374834.500000 Penalty: 4547.201660
	Iteration 76Q: 3 clusters Score -1374834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1374842.500000 Penalty: 4547.201660
	Iteration 77Q: 3 clusters Score -1374842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1374847.625000 Penalty: 4547.201660
	Iteration 78Q: 3 clusters Score -1374848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1374854.375000 Penalty: 4547.201660
	Iteration 79Q: 3 clusters Score -1374854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1374858.500000 Penalty: 4547.201660
	Iteration 80F: 3 clusters Score -1374858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1374860.500000 Penalty: 4547.201660
	Iteration 81Q: 3 clusters Score -1374860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1374866.875000 Penalty: 4547.201660
	Iteration 82Q: 3 clusters Score -1374867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1374867.500000 Penalty: 4547.201660
	Iteration 83Q: 3 clusters Score -1374868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1374868.000000 Penalty: 4547.201660
	Iteration 84Q: 3 clusters Score -1374868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1374870.000000 Penalty: 4547.201660
	Iteration 85Q: 3 clusters Score -1374870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1374873.625000 Penalty: 4547.201660
	Iteration 86Q: 3 clusters Score -1374874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1374874.875000 Penalty: 4547.201660
	Iteration 87Q: 3 clusters Score -1374875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1374877.625000 Penalty: 4547.201660
	Iteration 88Q: 3 clusters Score -1374878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1374880.125000 Penalty: 4547.201660
	Iteration 89Q: 3 clusters Score -1374880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1374882.000000 Penalty: 4547.201660
	Iteration 90Q: 3 clusters Score -1374882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1374884.625000 Penalty: 4547.201660
	Iteration 91Q: 3 clusters Score -1374885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1374887.250000 Penalty: 4547.201660
	Iteration 92Q: 3 clusters Score -1374887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1374887.875000 Penalty: 4547.201660
	Iteration 93Q: 3 clusters Score -1374888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1374891.250000 Penalty: 4547.201660
	Iteration 94Q: 3 clusters Score -1374891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1374889.250000 Penalty: 4547.201660
	Iteration 95Q: 3 clusters Score -1374889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1374889.375000 Penalty: 4547.201660
	Iteration 96Q: 3 clusters Score -1374889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1374887.875000 Penalty: 4547.201660
	Iteration 97Q: 3 clusters Score -1374888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1374889.500000 Penalty: 4547.201660
	Iteration 98Q: 3 clusters Score -1374890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1374892.250000 Penalty: 4547.201660
	Iteration 99Q: 3 clusters Score -1374892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1374892.250000 Penalty: 4547.201660
	Iteration 100F: 3 clusters Score -1374892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1374892.750000 Penalty: 4547.201660
	Iteration 101Q: 3 clusters Score -1374893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1374891.375000 Penalty: 4547.201660
	Iteration 102Q: 3 clusters Score -1374891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1374891.875000 Penalty: 4547.201660
	Iteration 103Q: 3 clusters Score -1374892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1374891.750000 Penalty: 4547.201660
	Iteration 104Q: 3 clusters Score -1374892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1374891.750000 Penalty: 4547.201660
	Iteration 105F: 3 clusters Score -1374892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -145195.031250 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -145195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143282.500000 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -143282.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -143889.109375 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -143889.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144163.531250 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -144163.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144489.984375 Penalty: 3482.457520
	Iteration 3F: 3 clusters Score -144490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144743.093750 Penalty: 3482.457520
	Iteration 4F: 3 clusters Score -144743.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -144916.593750 Penalty: 3482.457520
	Iteration 5F: 3 clusters Score -144916.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145006.531250 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -145006.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145073.015625 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -145073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145133.171875 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -145133.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145236.250000 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -145236.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145320.156250 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -145320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145363.093750 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -145363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145384.390625 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -145384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145391.218750 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -145391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145392.531250 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -145392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145396.046875 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -145396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145400.234375 Penalty: 3482.457520
	Iteration 16Q: 3 clusters Score -145400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145406.078125 Penalty: 3482.457520
	Iteration 17Q: 3 clusters Score -145406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145414.359375 Penalty: 3482.457520
	Iteration 18Q: 3 clusters Score -145414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145419.093750 Penalty: 3482.457520
	Iteration 19Q: 3 clusters Score -145419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145421.578125 Penalty: 3482.457520
	Iteration 20F: 3 clusters Score -145421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145423.234375 Penalty: 3482.457520
	Iteration 21Q: 3 clusters Score -145423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145423.875000 Penalty: 3482.457520
	Iteration 22Q: 3 clusters Score -145423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145423.875000 Penalty: 3482.457520
	Iteration 23F: 3 clusters Score -145423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 638 members 
Entering Unmasked Estep 
Score: -70334376.000000 Penalty: 136058.015625
Splitting cluster 19 changes total score from -70335592.000000 to -70334376.000000
So it's not getting split.
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: -37519.976562 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37519.98 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: -36288.531250 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36288.53 nChanged 25
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: -36368.335938 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36368.34 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: -36381.585938 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36381.59 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: -36385.941406 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36385.94 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: -36385.941406 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -36385.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -147436.671875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -147436.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -145486.171875 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -145486.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145899.843750 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -145899.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -146163.250000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -146163.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -146471.500000 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -146471.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -146841.546875 Penalty: 3454.679688
	Iteration 4F: 3 clusters Score -146841.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147086.343750 Penalty: 3454.679688
	Iteration 5F: 3 clusters Score -147086.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -147196.312500 Penalty: 3454.679688
	Iteration 6F: 3 clusters Score -147196.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147228.828125 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -147228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147243.296875 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -147243.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147245.156250 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -147245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147245.156250 Penalty: 3454.679688
	Iteration 10F: 3 clusters Score -147245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -46074.871094 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -46074.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44782.410156 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -44782.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44991.289062 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -44991.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45111.167969 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -45111.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45145.167969 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -45145.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45166.460938 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -45166.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45178.011719 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -45178.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45196.183594 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -45196.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45196.183594 Penalty: 2941.076172
	Iteration 7F: 3 clusters Score -45196.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Entering Unmasked Estep 
Score: -3261883.500000 Penalty: 2470.410400
	Iteration 0F: 2 clusters Score -3261884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3247216.750000 Penalty: 4940.820801
	Iteration 0F: 3 clusters Score -3247217 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3252290.500000 Penalty: 4940.820801
	Iteration 1F: 3 clusters Score -3252290 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3252852.250000 Penalty: 4940.820801
	Iteration 2F: 3 clusters Score -3252852 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3253392.500000 Penalty: 4940.820801
	Iteration 3F: 3 clusters Score -3253392 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3253957.250000 Penalty: 4940.820801
	Iteration 4Q: 3 clusters Score -3253957 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3254724.000000 Penalty: 4940.820801
	Iteration 5F: 3 clusters Score -3254724 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3255696.250000 Penalty: 4940.820801
	Iteration 6F: 3 clusters Score -3255696 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3256781.000000 Penalty: 4940.820801
	Iteration 7F: 3 clusters Score -3256781 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3257914.500000 Penalty: 4940.820801
	Iteration 8F: 3 clusters Score -3257914 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3258802.250000 Penalty: 4940.820801
	Iteration 9F: 3 clusters Score -3258802 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3259466.750000 Penalty: 4940.820801
	Iteration 10Q: 3 clusters Score -3259467 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3260014.500000 Penalty: 4940.820801
	Iteration 11Q: 3 clusters Score -3260014 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3260532.750000 Penalty: 4940.820801
	Iteration 12Q: 3 clusters Score -3260533 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3260942.750000 Penalty: 4940.820801
	Iteration 13Q: 3 clusters Score -3260943 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3261210.000000 Penalty: 4940.820801
	Iteration 14Q: 3 clusters Score -3261210 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3261336.250000 Penalty: 4940.820801
	Iteration 15Q: 3 clusters Score -3261336 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3261413.000000 Penalty: 4940.820801
	Iteration 16Q: 3 clusters Score -3261413 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3261443.500000 Penalty: 4940.820801
	Iteration 17Q: 3 clusters Score -3261444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3261454.500000 Penalty: 4940.820801
	Iteration 18Q: 3 clusters Score -3261454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3261456.250000 Penalty: 4940.820801
	Iteration 19Q: 3 clusters Score -3261456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3261477.000000 Penalty: 4940.820801
	Iteration 20F: 3 clusters Score -3261477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3261480.750000 Penalty: 4940.820801
	Iteration 21Q: 3 clusters Score -3261481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3261476.750000 Penalty: 4940.820801
	Iteration 22Q: 3 clusters Score -3261477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3261480.500000 Penalty: 4940.820801
	Iteration 23Q: 3 clusters Score -3261480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3261487.000000 Penalty: 4940.820801
	Iteration 24Q: 3 clusters Score -3261487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3261484.000000 Penalty: 4940.820801
	Iteration 25Q: 3 clusters Score -3261484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3261485.500000 Penalty: 4940.820801
	Iteration 26Q: 3 clusters Score -3261486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3261490.000000 Penalty: 4940.820801
	Iteration 27Q: 3 clusters Score -3261490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3261489.000000 Penalty: 4940.820801
	Iteration 28Q: 3 clusters Score -3261489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3261489.750000 Penalty: 4940.820801
	Iteration 29Q: 3 clusters Score -3261490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3261494.500000 Penalty: 4940.820801
	Iteration 30Q: 3 clusters Score -3261494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3261495.000000 Penalty: 4940.820801
	Iteration 31Q: 3 clusters Score -3261495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3261494.000000 Penalty: 4940.820801
	Iteration 32Q: 3 clusters Score -3261494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3261500.000000 Penalty: 4940.820801
	Iteration 33Q: 3 clusters Score -3261500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3261500.000000 Penalty: 4940.820801
	Iteration 34F: 3 clusters Score -3261500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -410521.906250 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -410521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -407361.937500 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -407361.9 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -408042.625000 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -408042.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -408472.281250 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -408472.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -409096.000000 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -409096 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -409834.781250 Penalty: 3948.839600
	Iteration 4F: 3 clusters Score -409834.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -410363.500000 Penalty: 3948.839600
	Iteration 5F: 3 clusters Score -410363.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -410633.281250 Penalty: 3948.839600
	Iteration 6F: 3 clusters Score -410633.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -410757.375000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -410757.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -410797.625000 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -410797.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410812.812500 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -410812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -410818.375000 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -410818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -410820.906250 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -410820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -410821.187500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -410821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -410821.937500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -410821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -410822.062500 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -410822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -410822.062500 Penalty: 3948.839600
	Iteration 15F: 3 clusters Score -410822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 1134 members 
Entering Unmasked Estep 
Score: -70334464.000000 Penalty: 136058.015625
Splitting cluster 24 changes total score from -70335592.000000 to -70334464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Entering Unmasked Estep 
Score: -5417322.500000 Penalty: 2598.863037
	Iteration 0F: 2 clusters Score -5417322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5393239.000000 Penalty: 5197.726074
	Iteration 0F: 3 clusters Score -5393239 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -5402129.000000 Penalty: 5197.726074
	Iteration 1F: 3 clusters Score -5402129 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -5402737.500000 Penalty: 5197.726074
	Iteration 2Q: 3 clusters Score -5402738 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -5403341.000000 Penalty: 5197.726074
	Iteration 3Q: 3 clusters Score -5403341 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5404046.500000 Penalty: 5197.726074
	Iteration 4Q: 3 clusters Score -5404046 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -5404901.000000 Penalty: 5197.726074
	Iteration 5F: 3 clusters Score -5404901 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -5405956.000000 Penalty: 5197.726074
	Iteration 6F: 3 clusters Score -5405956 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -5407161.000000 Penalty: 5197.726074
	Iteration 7F: 3 clusters Score -5407161 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5408583.500000 Penalty: 5197.726074
	Iteration 8F: 3 clusters Score -5408584 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -5410144.000000 Penalty: 5197.726074
	Iteration 9F: 3 clusters Score -5410144 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5411538.000000 Penalty: 5197.726074
	Iteration 10F: 3 clusters Score -5411538 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5412753.000000 Penalty: 5197.726074
	Iteration 11Q: 3 clusters Score -5412753 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5413702.500000 Penalty: 5197.726074
	Iteration 12Q: 3 clusters Score -5413702 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5414323.000000 Penalty: 5197.726074
	Iteration 13Q: 3 clusters Score -5414323 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5414719.500000 Penalty: 5197.726074
	Iteration 14Q: 3 clusters Score -5414720 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5414873.000000 Penalty: 5197.726074
	Iteration 15Q: 3 clusters Score -5414873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5414948.000000 Penalty: 5197.726074
	Iteration 16Q: 3 clusters Score -5414948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5414997.500000 Penalty: 5197.726074
	Iteration 17Q: 3 clusters Score -5414998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5415025.000000 Penalty: 5197.726074
	Iteration 18Q: 3 clusters Score -5415025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5415042.000000 Penalty: 5197.726074
	Iteration 19Q: 3 clusters Score -5415042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5415060.500000 Penalty: 5197.726074
	Iteration 20F: 3 clusters Score -5415060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5415079.000000 Penalty: 5197.726074
	Iteration 21Q: 3 clusters Score -5415079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5415088.500000 Penalty: 5197.726074
	Iteration 22Q: 3 clusters Score -5415088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5415112.500000 Penalty: 5197.726074
	Iteration 23Q: 3 clusters Score -5415112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5415113.000000 Penalty: 5197.726074
	Iteration 24Q: 3 clusters Score -5415113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5415115.000000 Penalty: 5197.726074
	Iteration 25Q: 3 clusters Score -5415115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5415119.500000 Penalty: 5197.726074
	Iteration 26Q: 3 clusters Score -5415120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5415127.000000 Penalty: 5197.726074
	Iteration 27Q: 3 clusters Score -5415127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5415128.500000 Penalty: 5197.726074
	Iteration 28Q: 3 clusters Score -5415128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5415130.500000 Penalty: 5197.726074
	Iteration 29Q: 3 clusters Score -5415130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5415128.000000 Penalty: 5197.726074
	Iteration 30Q: 3 clusters Score -5415128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5415128.000000 Penalty: 5197.726074
	Iteration 31F: 3 clusters Score -5415128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -153420.156250 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -153420.2 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 557 members 
Entering Unmasked Estep 
Score: -151548.671875 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -151548.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152465.640625 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -152465.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152934.937500 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -152934.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153113.578125 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -153113.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153165.578125 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -153165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153190.062500 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -153190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -153195.734375 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -153195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153213.796875 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -153213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153215.765625 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -153215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -153216.593750 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -153216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -153216.593750 Penalty: 3479.793213
	Iteration 10F: 3 clusters Score -153216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -68169.320312 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -68169.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66706.500000 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -66706.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67133.648438 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -67133.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67429.296875 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -67429.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67791.000000 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -67791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68128.835938 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -68128.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68452.054688 Penalty: 3168.726318
	Iteration 5F: 3 clusters Score -68452.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68769.273438 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -68769.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -68844.789062 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -68844.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68874.796875 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -68874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68876.414062 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -68876.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68876.414062 Penalty: 3168.726318
	Iteration 10F: 3 clusters Score -68876.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 208 members 
Entering Unmasked Estep 
Score: -70334584.000000 Penalty: 136058.015625
Splitting cluster 27 changes total score from -70335592.000000 to -70334584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -365693.375000 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -365693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -362769.968750 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -362770 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -363364.968750 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -363365 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -363487.906250 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -363487.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -363556.750000 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -363556.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -363602.875000 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -363602.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -363639.781250 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -363639.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -363664.062500 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -363664.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -363681.375000 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -363681.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -363696.625000 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -363696.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -363713.937500 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -363713.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -363742.718750 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -363742.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -363766.593750 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -363766.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -363789.500000 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -363789.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -363814.218750 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -363814.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -363834.437500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -363834.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -363861.718750 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -363861.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -363891.625000 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -363891.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -363912.781250 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -363912.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -363943.531250 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -363943.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -363973.062500 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -363973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -364010.000000 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -364010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -364082.687500 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -364082.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -364223.250000 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -364223.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -364358.468750 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -364358.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -364462.312500 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -364462.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -364532.718750 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -364532.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -364600.000000 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -364600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -364692.156250 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -364692.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -364800.437500 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -364800.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -364923.687500 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -364923.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -365065.406250 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -365065.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -365244.906250 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -365244.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -365420.375000 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -365420.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -365502.750000 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -365502.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -365560.875000 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -365560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -365576.406250 Penalty: 3869.489990
	Iteration 35Q: 3 clusters Score -365576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -365584.125000 Penalty: 3869.489990
	Iteration 36Q: 3 clusters Score -365584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -365589.343750 Penalty: 3869.489990
	Iteration 37Q: 3 clusters Score -365589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -365594.375000 Penalty: 3869.489990
	Iteration 38Q: 3 clusters Score -365594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -365598.625000 Penalty: 3869.489990
	Iteration 39Q: 3 clusters Score -365598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -365600.250000 Penalty: 3869.489990
	Iteration 40F: 3 clusters Score -365600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -365600.750000 Penalty: 3869.489990
	Iteration 41Q: 3 clusters Score -365600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -365600.750000 Penalty: 3869.489990
	Iteration 42F: 3 clusters Score -365600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -71247.070312 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -71247.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69680.500000 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -69680.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69869.148438 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -69869.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69934.734375 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -69934.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69989.851562 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -69989.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70072.812500 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -70072.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70164.062500 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -70164.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70220.648438 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -70220.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70252.953125 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -70252.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70308.125000 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -70308.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70349.578125 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -70349.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70387.593750 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -70387.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70440.515625 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -70440.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70453.390625 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -70453.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70459.843750 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -70459.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70462.351562 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -70462.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70462.351562 Penalty: 3121.535889
	Iteration 15F: 3 clusters Score -70462.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -308411.531250 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -308411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -305742.187500 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -305742.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306239.031250 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -306239 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -306358.906250 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -306358.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -306434.625000 Penalty: 3797.777832
	Iteration 3Q: 3 clusters Score -306434.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -306484.906250 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -306484.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306524.125000 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -306524.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -306561.812500 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -306561.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -306586.656250 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -306586.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -306603.843750 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -306603.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -306621.218750 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -306621.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -306634.031250 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -306634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -306649.843750 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -306649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -306662.281250 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -306662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -306677.625000 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -306677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -306696.562500 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -306696.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -306729.843750 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -306729.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -306761.031250 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -306761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -306783.625000 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -306783.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -306808.093750 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -306808.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -306829.156250 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -306829.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -306848.187500 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -306848.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -306873.687500 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -306873.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -306898.343750 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -306898.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -306921.062500 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -306921.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -306945.843750 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -306945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306977.187500 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -306977.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -307002.187500 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -307002.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -307025.812500 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -307025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307046.562500 Penalty: 3797.777832
	Iteration 28Q: 3 clusters Score -307046.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -307065.281250 Penalty: 3797.777832
	Iteration 29Q: 3 clusters Score -307065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -307080.093750 Penalty: 3797.777832
	Iteration 30Q: 3 clusters Score -307080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -307089.593750 Penalty: 3797.777832
	Iteration 31Q: 3 clusters Score -307089.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -307095.968750 Penalty: 3797.777832
	Iteration 32Q: 3 clusters Score -307096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -307102.906250 Penalty: 3797.777832
	Iteration 33Q: 3 clusters Score -307102.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -307106.968750 Penalty: 3797.777832
	Iteration 34Q: 3 clusters Score -307107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -307113.968750 Penalty: 3797.777832
	Iteration 35Q: 3 clusters Score -307114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -307121.093750 Penalty: 3797.777832
	Iteration 36Q: 3 clusters Score -307121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -307126.875000 Penalty: 3797.777832
	Iteration 37Q: 3 clusters Score -307126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307130.875000 Penalty: 3797.777832
	Iteration 38Q: 3 clusters Score -307130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -307132.562500 Penalty: 3797.777832
	Iteration 39Q: 3 clusters Score -307132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -307138.093750 Penalty: 3797.777832
	Iteration 40F: 3 clusters Score -307138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -307141.343750 Penalty: 3797.777832
	Iteration 41Q: 3 clusters Score -307141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -307145.562500 Penalty: 3797.777832
	Iteration 42Q: 3 clusters Score -307145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -307147.625000 Penalty: 3797.777832
	Iteration 43Q: 3 clusters Score -307147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -307149.250000 Penalty: 3797.777832
	Iteration 44Q: 3 clusters Score -307149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -307150.250000 Penalty: 3797.777832
	Iteration 45Q: 3 clusters Score -307150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -307150.250000 Penalty: 3797.777832
	Iteration 46F: 3 clusters Score -307150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Entering Unmasked Estep 
Score: -11023414.000000 Penalty: 2772.115723
	Iteration 0F: 2 clusters Score -1.102341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -10975573.000000 Penalty: 5544.231445
	Iteration 0F: 3 clusters Score -1.097557e+07 nChanged 33455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -10995140.000000 Penalty: 5544.231445
	Iteration 1F: 3 clusters Score -1.099514e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -10996487.000000 Penalty: 5544.231445
	Iteration 2Q: 3 clusters Score -1.099649e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -10998255.000000 Penalty: 5544.231445
	Iteration 3F: 3 clusters Score -1.099826e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -11000812.000000 Penalty: 5544.231445
	Iteration 4F: 3 clusters Score -1.100081e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -11004140.000000 Penalty: 5544.231445
	Iteration 5F: 3 clusters Score -1.100414e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -11007829.000000 Penalty: 5544.231445
	Iteration 6F: 3 clusters Score -1.100783e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -11011375.000000 Penalty: 5544.231445
	Iteration 7F: 3 clusters Score -1.101138e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -11013854.000000 Penalty: 5544.231445
	Iteration 8F: 3 clusters Score -1.101385e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -11015164.000000 Penalty: 5544.231445
	Iteration 9Q: 3 clusters Score -1.101516e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -11016035.000000 Penalty: 5544.231445
	Iteration 10Q: 3 clusters Score -1.101604e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -11016646.000000 Penalty: 5544.231445
	Iteration 11Q: 3 clusters Score -1.101665e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -11017287.000000 Penalty: 5544.231445
	Iteration 12Q: 3 clusters Score -1.101729e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -11017874.000000 Penalty: 5544.231445
	Iteration 13Q: 3 clusters Score -1.101787e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -11018409.000000 Penalty: 5544.231445
	Iteration 14Q: 3 clusters Score -1.101841e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -11019070.000000 Penalty: 5544.231445
	Iteration 15Q: 3 clusters Score -1.101907e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -11019748.000000 Penalty: 5544.231445
	Iteration 16Q: 3 clusters Score -1.101975e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -11020320.000000 Penalty: 5544.231445
	Iteration 17Q: 3 clusters Score -1.102032e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -11020639.000000 Penalty: 5544.231445
	Iteration 18Q: 3 clusters Score -1.102064e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -11020886.000000 Penalty: 5544.231445
	Iteration 19Q: 3 clusters Score -1.102089e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -11021080.000000 Penalty: 5544.231445
	Iteration 20F: 3 clusters Score -1.102108e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -11021205.000000 Penalty: 5544.231445
	Iteration 21Q: 3 clusters Score -1.10212e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -11021257.000000 Penalty: 5544.231445
	Iteration 22Q: 3 clusters Score -1.102126e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -11021336.000000 Penalty: 5544.231445
	Iteration 23Q: 3 clusters Score -1.102134e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -11021393.000000 Penalty: 5544.231445
	Iteration 24Q: 3 clusters Score -1.102139e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -11021433.000000 Penalty: 5544.231445
	Iteration 25Q: 3 clusters Score -1.102143e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -11021453.000000 Penalty: 5544.231445
	Iteration 26Q: 3 clusters Score -1.102145e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -11021470.000000 Penalty: 5544.231445
	Iteration 27Q: 3 clusters Score -1.102147e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -11021468.000000 Penalty: 5544.231445
	Iteration 28Q: 3 clusters Score -1.102147e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -11021487.000000 Penalty: 5544.231445
	Iteration 29Q: 3 clusters Score -1.102149e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -11021502.000000 Penalty: 5544.231445
	Iteration 30Q: 3 clusters Score -1.10215e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -11021512.000000 Penalty: 5544.231445
	Iteration 31Q: 3 clusters Score -1.102151e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -11021532.000000 Penalty: 5544.231445
	Iteration 32Q: 3 clusters Score -1.102153e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -11021526.000000 Penalty: 5544.231445
	Iteration 33Q: 3 clusters Score -1.102153e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -11021528.000000 Penalty: 5544.231445
	Iteration 34Q: 3 clusters Score -1.102153e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -11021540.000000 Penalty: 5544.231445
	Iteration 35Q: 3 clusters Score -1.102154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -11021552.000000 Penalty: 5544.231445
	Iteration 36Q: 3 clusters Score -1.102155e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -11021557.000000 Penalty: 5544.231445
	Iteration 37Q: 3 clusters Score -1.102156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -11021555.000000 Penalty: 5544.231445
	Iteration 38Q: 3 clusters Score -1.102156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -11021557.000000 Penalty: 5544.231445
	Iteration 39Q: 3 clusters Score -1.102156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -11021569.000000 Penalty: 5544.231445
	Iteration 40F: 3 clusters Score -1.102157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -11021565.000000 Penalty: 5544.231445
	Iteration 41Q: 3 clusters Score -1.102156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -11021564.000000 Penalty: 5544.231445
	Iteration 42Q: 3 clusters Score -1.102156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -11021561.000000 Penalty: 5544.231445
	Iteration 43Q: 3 clusters Score -1.102156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -11021569.000000 Penalty: 5544.231445
	Iteration 44Q: 3 clusters Score -1.102157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -11021567.000000 Penalty: 5544.231445
	Iteration 45Q: 3 clusters Score -1.102157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -11021565.000000 Penalty: 5544.231445
	Iteration 46Q: 3 clusters Score -1.102156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -11021568.000000 Penalty: 5544.231445
	Iteration 47Q: 3 clusters Score -1.102157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -11021572.000000 Penalty: 5544.231445
	Iteration 48Q: 3 clusters Score -1.102157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -11021573.000000 Penalty: 5544.231445
	Iteration 49Q: 3 clusters Score -1.102157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -11021570.000000 Penalty: 5544.231445
	Iteration 50Q: 3 clusters Score -1.102157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -11021567.000000 Penalty: 5544.231445
	Iteration 51Q: 3 clusters Score -1.102157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -11021554.000000 Penalty: 5544.231445
	Iteration 52Q: 3 clusters Score -1.102155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -11021554.000000 Penalty: 5544.231445
	Iteration 53Q: 3 clusters Score -1.102155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -11021559.000000 Penalty: 5544.231445
	Iteration 54Q: 3 clusters Score -1.102156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -11021566.000000 Penalty: 5544.231445
	Iteration 55Q: 3 clusters Score -1.102157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -11021553.000000 Penalty: 5544.231445
	Iteration 56Q: 3 clusters Score -1.102155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -11021552.000000 Penalty: 5544.231445
	Iteration 57Q: 3 clusters Score -1.102155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -11021553.000000 Penalty: 5544.231445
	Iteration 58Q: 3 clusters Score -1.102155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -11021550.000000 Penalty: 5544.231445
	Iteration 59Q: 3 clusters Score -1.102155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -11021551.000000 Penalty: 5544.231445
	Iteration 60F: 3 clusters Score -1.102155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -11021554.000000 Penalty: 5544.231445
	Iteration 61Q: 3 clusters Score -1.102155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -11021550.000000 Penalty: 5544.231445
	Iteration 62Q: 3 clusters Score -1.102155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -11021553.000000 Penalty: 5544.231445
	Iteration 63Q: 3 clusters Score -1.102155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -11021543.000000 Penalty: 5544.231445
	Iteration 64Q: 3 clusters Score -1.102154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -11021547.000000 Penalty: 5544.231445
	Iteration 65Q: 3 clusters Score -1.102155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -11021547.000000 Penalty: 5544.231445
	Iteration 66F: 3 clusters Score -1.102155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -756535.375000 Penalty: 2121.369873
	Iteration 0F: 2 clusters Score -756535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -751890.875000 Penalty: 4242.739746
	Iteration 0F: 3 clusters Score -751890.9 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -753022.812500 Penalty: 4242.739746
	Iteration 1F: 3 clusters Score -753022.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -753267.312500 Penalty: 4242.739746
	Iteration 2F: 3 clusters Score -753267.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -753406.437500 Penalty: 4242.739746
	Iteration 3Q: 3 clusters Score -753406.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -753506.250000 Penalty: 4242.739746
	Iteration 4Q: 3 clusters Score -753506.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -753580.375000 Penalty: 4242.739746
	Iteration 5Q: 3 clusters Score -753580.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -753648.125000 Penalty: 4242.739746
	Iteration 6Q: 3 clusters Score -753648.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -753706.750000 Penalty: 4242.739746
	Iteration 7Q: 3 clusters Score -753706.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -753755.000000 Penalty: 4242.739746
	Iteration 8Q: 3 clusters Score -753755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -753801.750000 Penalty: 4242.739746
	Iteration 9Q: 3 clusters Score -753801.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -753863.250000 Penalty: 4242.739746
	Iteration 10Q: 3 clusters Score -753863.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -753928.187500 Penalty: 4242.739746
	Iteration 11Q: 3 clusters Score -753928.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -754004.250000 Penalty: 4242.739746
	Iteration 12Q: 3 clusters Score -754004.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -754103.562500 Penalty: 4242.739746
	Iteration 13Q: 3 clusters Score -754103.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -754222.750000 Penalty: 4242.739746
	Iteration 14Q: 3 clusters Score -754222.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -754363.500000 Penalty: 4242.739746
	Iteration 15Q: 3 clusters Score -754363.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -754507.687500 Penalty: 4242.739746
	Iteration 16Q: 3 clusters Score -754507.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -754650.625000 Penalty: 4242.739746
	Iteration 17Q: 3 clusters Score -754650.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -754791.312500 Penalty: 4242.739746
	Iteration 18Q: 3 clusters Score -754791.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -754909.375000 Penalty: 4242.739746
	Iteration 19Q: 3 clusters Score -754909.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -755017.625000 Penalty: 4242.739746
	Iteration 20F: 3 clusters Score -755017.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -755114.812500 Penalty: 4242.739746
	Iteration 21Q: 3 clusters Score -755114.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -755190.375000 Penalty: 4242.739746
	Iteration 22Q: 3 clusters Score -755190.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -755240.125000 Penalty: 4242.739746
	Iteration 23Q: 3 clusters Score -755240.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -755275.625000 Penalty: 4242.739746
	Iteration 24Q: 3 clusters Score -755275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -755286.500000 Penalty: 4242.739746
	Iteration 25Q: 3 clusters Score -755286.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -755294.500000 Penalty: 4242.739746
	Iteration 26Q: 3 clusters Score -755294.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -755302.000000 Penalty: 4242.739746
	Iteration 27Q: 3 clusters Score -755302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -755308.750000 Penalty: 4242.739746
	Iteration 28Q: 3 clusters Score -755308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -755317.687500 Penalty: 4242.739746
	Iteration 29Q: 3 clusters Score -755317.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -755324.500000 Penalty: 4242.739746
	Iteration 30Q: 3 clusters Score -755324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -755326.500000 Penalty: 4242.739746
	Iteration 31Q: 3 clusters Score -755326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -755328.812500 Penalty: 4242.739746
	Iteration 32Q: 3 clusters Score -755328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -755330.750000 Penalty: 4242.739746
	Iteration 33Q: 3 clusters Score -755330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -755331.187500 Penalty: 4242.739746
	Iteration 34Q: 3 clusters Score -755331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -755331.187500 Penalty: 4242.739746
	Iteration 35F: 3 clusters Score -755331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -353810.843750 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -353810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -350979.750000 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -350979.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -352056.718750 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -352056.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -352663.062500 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -352663.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -353141.875000 Penalty: 3870.503662
	Iteration 3F: 3 clusters Score -353141.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -353347.937500 Penalty: 3870.503662
	Iteration 4F: 3 clusters Score -353347.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -353442.062500 Penalty: 3870.503662
	Iteration 5Q: 3 clusters Score -353442.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -353488.437500 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -353488.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -353507.093750 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -353507.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -353513.718750 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -353513.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -353516.625000 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -353516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -353517.062500 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -353517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -353517.718750 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -353517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -353518.468750 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -353518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -353518.406250 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -353518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -353519.031250 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -353519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -353519.750000 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -353519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -353519.750000 Penalty: 3870.503662
	Iteration 16F: 3 clusters Score -353519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -101551.171875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -101551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99919.421875 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -99919.42 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100140.562500 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -100140.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100204.570312 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -100204.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100261.109375 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -100261.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100311.132812 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -100311.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100357.968750 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -100358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100465.101562 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -100465.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100559.054688 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -100559.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100678.695312 Penalty: 3252.866211
	Iteration 8F: 3 clusters Score -100678.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100864.781250 Penalty: 3252.866211
	Iteration 9F: 3 clusters Score -100864.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101020.890625 Penalty: 3252.866211
	Iteration 10F: 3 clusters Score -101020.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101087.820312 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -101087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101101.257812 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -101101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101104.296875 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -101104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -101108.234375 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -101108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101111.312500 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -101111.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101111.312500 Penalty: 3252.866211
	Iteration 16F: 3 clusters Score -101111.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -159816.281250 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -159816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157853.640625 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -157853.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -158157.421875 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -158157.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -158245.031250 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -158245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -158302.640625 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -158302.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158382.125000 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -158382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158489.562500 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -158489.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -158587.593750 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -158587.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -158717.343750 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -158717.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -158835.671875 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -158835.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -158923.390625 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -158923.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -159044.234375 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -159044.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -159191.187500 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -159191.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -159326.500000 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -159326.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -159387.812500 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -159387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -159410.375000 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -159410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -159421.484375 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -159421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -159427.406250 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -159427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -159429.218750 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -159429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159430.734375 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -159430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159430.734375 Penalty: 3475.770020
	Iteration 19F: 3 clusters Score -159430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -111621.687500 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -111621.7 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 405 members 
Entering Unmasked Estep 
Score: -109824.679688 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -109824.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110081.007812 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -110081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110176.710938 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -110176.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110269.179688 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -110269.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110325.789062 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -110325.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110378.929688 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -110378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110448.101562 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -110448.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110519.828125 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -110519.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110569.593750 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -110569.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110611.460938 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -110611.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110664.804688 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -110664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110724.835938 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -110724.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110777.687500 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -110777.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110836.593750 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -110836.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110879.210938 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -110879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110909.265625 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -110909.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110940.031250 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -110940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110986.937500 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -110986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111018.625000 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -111018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111059.718750 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -111059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111093.414062 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -111093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111112.898438 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -111112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111126.867188 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -111126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111130.632812 Penalty: 3309.955811
	Iteration 23Q: 3 clusters Score -111130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111132.656250 Penalty: 3309.955811
	Iteration 24Q: 3 clusters Score -111132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111137.851562 Penalty: 3309.955811
	Iteration 25Q: 3 clusters Score -111137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111139.328125 Penalty: 3309.955811
	Iteration 26Q: 3 clusters Score -111139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111139.328125 Penalty: 3309.955811
	Iteration 27F: 3 clusters Score -111139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -32034.060547 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -32034.06 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 190 members 
Entering Unmasked Estep 
Score: -30881.025391 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30881.03 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31495.181641 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -31495.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31947.267578 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31947.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32327.037109 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -32327.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32563.531250 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -32563.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32590.017578 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -32590.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32590.017578 Penalty: 2922.255371
	Iteration 6F: 3 clusters Score -32590.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 122 members 
Entering Unmasked Estep 
Score: -70334320.000000 Penalty: 136058.015625
Splitting cluster 37 changes total score from -70335592.000000 to -70334320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49232.601562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47917.441406 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47917.44 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48239.097656 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -48239.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48424.218750 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -48424.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48639.984375 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -48639.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49144.406250 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -49144.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49362.527344 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -49362.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49432.039062 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -49432.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49438.441406 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -49438.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -49443.480469 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -49443.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49445.691406 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -49445.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49445.691406 Penalty: 3006.482422
	Iteration 10F: 3 clusters Score -49445.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 88 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 341 members 
Entering Unmasked Estep 
Score: -70333992.000000 Penalty: 136058.015625
Splitting cluster 38 changes total score from -70335592.000000 to -70333992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -723743.250000 Penalty: 2102.295166
	Iteration 0F: 2 clusters Score -723743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -719367.750000 Penalty: 4204.590332
	Iteration 0F: 3 clusters Score -719367.8 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -720374.000000 Penalty: 4204.590332
	Iteration 1F: 3 clusters Score -720374 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -720525.125000 Penalty: 4204.590332
	Iteration 2F: 3 clusters Score -720525.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -720643.937500 Penalty: 4204.590332
	Iteration 3Q: 3 clusters Score -720643.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -720739.875000 Penalty: 4204.590332
	Iteration 4Q: 3 clusters Score -720739.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -720808.687500 Penalty: 4204.590332
	Iteration 5Q: 3 clusters Score -720808.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -720874.000000 Penalty: 4204.590332
	Iteration 6Q: 3 clusters Score -720874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -720929.250000 Penalty: 4204.590332
	Iteration 7Q: 3 clusters Score -720929.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -720975.250000 Penalty: 4204.590332
	Iteration 8Q: 3 clusters Score -720975.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -721010.812500 Penalty: 4204.590332
	Iteration 9Q: 3 clusters Score -721010.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -721038.187500 Penalty: 4204.590332
	Iteration 10Q: 3 clusters Score -721038.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -721066.375000 Penalty: 4204.590332
	Iteration 11Q: 3 clusters Score -721066.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -721082.500000 Penalty: 4204.590332
	Iteration 12Q: 3 clusters Score -721082.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -721099.000000 Penalty: 4204.590332
	Iteration 13Q: 3 clusters Score -721099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -721117.312500 Penalty: 4204.590332
	Iteration 14Q: 3 clusters Score -721117.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -721140.437500 Penalty: 4204.590332
	Iteration 15Q: 3 clusters Score -721140.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -721157.000000 Penalty: 4204.590332
	Iteration 16Q: 3 clusters Score -721157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -721168.687500 Penalty: 4204.590332
	Iteration 17Q: 3 clusters Score -721168.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -721183.875000 Penalty: 4204.590332
	Iteration 18Q: 3 clusters Score -721183.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -721197.062500 Penalty: 4204.590332
	Iteration 19Q: 3 clusters Score -721197.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -721210.375000 Penalty: 4204.590332
	Iteration 20F: 3 clusters Score -721210.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -721221.625000 Penalty: 4204.590332
	Iteration 21Q: 3 clusters Score -721221.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -721236.437500 Penalty: 4204.590332
	Iteration 22Q: 3 clusters Score -721236.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -721244.062500 Penalty: 4204.590332
	Iteration 23Q: 3 clusters Score -721244.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -721255.250000 Penalty: 4204.590332
	Iteration 24Q: 3 clusters Score -721255.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -721272.125000 Penalty: 4204.590332
	Iteration 25Q: 3 clusters Score -721272.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -721292.312500 Penalty: 4204.590332
	Iteration 26Q: 3 clusters Score -721292.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -721316.562500 Penalty: 4204.590332
	Iteration 27Q: 3 clusters Score -721316.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -721339.437500 Penalty: 4204.590332
	Iteration 28Q: 3 clusters Score -721339.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -721369.187500 Penalty: 4204.590332
	Iteration 29Q: 3 clusters Score -721369.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -721407.750000 Penalty: 4204.590332
	Iteration 30Q: 3 clusters Score -721407.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -721437.750000 Penalty: 4204.590332
	Iteration 31Q: 3 clusters Score -721437.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -721467.125000 Penalty: 4204.590332
	Iteration 32Q: 3 clusters Score -721467.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -721481.562500 Penalty: 4204.590332
	Iteration 33Q: 3 clusters Score -721481.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -721503.437500 Penalty: 4204.590332
	Iteration 34Q: 3 clusters Score -721503.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -721522.937500 Penalty: 4204.590332
	Iteration 35Q: 3 clusters Score -721522.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -721549.875000 Penalty: 4204.590332
	Iteration 36Q: 3 clusters Score -721549.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -721583.000000 Penalty: 4204.590332
	Iteration 37Q: 3 clusters Score -721583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -721621.750000 Penalty: 4204.590332
	Iteration 38Q: 3 clusters Score -721621.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -721655.812500 Penalty: 4204.590332
	Iteration 39Q: 3 clusters Score -721655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -721680.312500 Penalty: 4204.590332
	Iteration 40F: 3 clusters Score -721680.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -721705.625000 Penalty: 4204.590332
	Iteration 41Q: 3 clusters Score -721705.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -721728.437500 Penalty: 4204.590332
	Iteration 42Q: 3 clusters Score -721728.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -721749.562500 Penalty: 4204.590332
	Iteration 43Q: 3 clusters Score -721749.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -721768.062500 Penalty: 4204.590332
	Iteration 44Q: 3 clusters Score -721768.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -721785.687500 Penalty: 4204.590332
	Iteration 45Q: 3 clusters Score -721785.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -721808.687500 Penalty: 4204.590332
	Iteration 46Q: 3 clusters Score -721808.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -721828.187500 Penalty: 4204.590332
	Iteration 47Q: 3 clusters Score -721828.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -721841.687500 Penalty: 4204.590332
	Iteration 48Q: 3 clusters Score -721841.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -721856.437500 Penalty: 4204.590332
	Iteration 49Q: 3 clusters Score -721856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -721864.687500 Penalty: 4204.590332
	Iteration 50Q: 3 clusters Score -721864.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -721874.687500 Penalty: 4204.590332
	Iteration 51Q: 3 clusters Score -721874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -721885.250000 Penalty: 4204.590332
	Iteration 52Q: 3 clusters Score -721885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -721892.875000 Penalty: 4204.590332
	Iteration 53Q: 3 clusters Score -721892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -721895.750000 Penalty: 4204.590332
	Iteration 54Q: 3 clusters Score -721895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -721898.437500 Penalty: 4204.590332
	Iteration 55Q: 3 clusters Score -721898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -721902.562500 Penalty: 4204.590332
	Iteration 56Q: 3 clusters Score -721902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -721905.000000 Penalty: 4204.590332
	Iteration 57Q: 3 clusters Score -721905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -721911.437500 Penalty: 4204.590332
	Iteration 58Q: 3 clusters Score -721911.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -721922.312500 Penalty: 4204.590332
	Iteration 59Q: 3 clusters Score -721922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -721930.312500 Penalty: 4204.590332
	Iteration 60F: 3 clusters Score -721930.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -721940.875000 Penalty: 4204.590332
	Iteration 61Q: 3 clusters Score -721940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -721948.437500 Penalty: 4204.590332
	Iteration 62Q: 3 clusters Score -721948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -721956.437500 Penalty: 4204.590332
	Iteration 63Q: 3 clusters Score -721956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -721960.625000 Penalty: 4204.590332
	Iteration 64Q: 3 clusters Score -721960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -721969.750000 Penalty: 4204.590332
	Iteration 65Q: 3 clusters Score -721969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -721974.250000 Penalty: 4204.590332
	Iteration 66Q: 3 clusters Score -721974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -721976.187500 Penalty: 4204.590332
	Iteration 67Q: 3 clusters Score -721976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -721979.250000 Penalty: 4204.590332
	Iteration 68Q: 3 clusters Score -721979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -721981.250000 Penalty: 4204.590332
	Iteration 69Q: 3 clusters Score -721981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -721985.562500 Penalty: 4204.590332
	Iteration 70Q: 3 clusters Score -721985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -721987.375000 Penalty: 4204.590332
	Iteration 71Q: 3 clusters Score -721987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -721989.375000 Penalty: 4204.590332
	Iteration 72Q: 3 clusters Score -721989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -721993.750000 Penalty: 4204.590332
	Iteration 73Q: 3 clusters Score -721993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -721994.312500 Penalty: 4204.590332
	Iteration 74Q: 3 clusters Score -721994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -721998.500000 Penalty: 4204.590332
	Iteration 75Q: 3 clusters Score -721998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -721997.687500 Penalty: 4204.590332
	Iteration 76Q: 3 clusters Score -721997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -721997.500000 Penalty: 4204.590332
	Iteration 77Q: 3 clusters Score -721997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -721997.500000 Penalty: 4204.590332
	Iteration 78F: 3 clusters Score -721997.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -64464.449219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -64464.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62956.089844 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62956.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63141.472656 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -63141.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63208.890625 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -63208.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63242.734375 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -63242.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63264.691406 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -63264.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63271.082031 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -63271.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63271.082031 Penalty: 3062.197998
	Iteration 6F: 3 clusters Score -63271.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17769.212891 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17769.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16875.273438 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16875.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16954.232422 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16954.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16982.244141 Penalty: 2511.047119
	Iteration 2F: 3 clusters Score -16982.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17022.218750 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -17022.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17038.333984 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -17038.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17053.074219 Penalty: 2511.047119
	Iteration 5Q: 3 clusters Score -17053.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17070.775391 Penalty: 2511.047119
	Iteration 6Q: 3 clusters Score -17070.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17090.031250 Penalty: 2511.047119
	Iteration 7Q: 3 clusters Score -17090.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17090.031250 Penalty: 2511.047119
	Iteration 8F: 3 clusters Score -17090.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175802 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21191 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71531 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335568.000000 Penalty: 132818.546875
Iteration 239Q: 42 clusters Score -7.033557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175800 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28641 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20201 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21188 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35569 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71535 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4804 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335624.000000 Penalty: 132818.546875
Iteration 240F: 42 clusters Score -7.033562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175807 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28641 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21181 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35567 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71536 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335624.000000 Penalty: 132818.546875
Iteration 241Q: 42 clusters Score -7.033562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175813 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28641 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21176 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71535 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335592.000000 Penalty: 132818.546875
Iteration 242Q: 42 clusters Score -7.033559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175814 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21174 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335608.000000 Penalty: 132818.546875
Iteration 243Q: 42 clusters Score -7.033561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175815 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 244Q: 42 clusters Score -7.033558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175815 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70335584.000000 Penalty: 132818.546875
Iteration 245F: 42 clusters Score -7.033558e+07 nChanged 0
Entering ConstructFrom: 
Score: -70335584.000000 Penalty: 132818.546875
Entering ConstructFrom: 
Trying to split cluster 1 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -36709.015625 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -36709.02 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 131 members 
Entering Unmasked Estep 
Score: -35476.753906 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -35476.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35572.503906 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -35572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35591.382812 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -35591.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35592.562500 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -35592.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35592.562500 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -35592.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Entering Unmasked Estep 
Score: -26849018.000000 Penalty: 2995.142578
	Iteration 0F: 2 clusters Score -2.684902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -26736154.000000 Penalty: 5990.285156
	Iteration 0F: 3 clusters Score -2.673615e+07 nChanged 84506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -26784966.000000 Penalty: 5990.285156
	Iteration 1F: 3 clusters Score -2.678497e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -26785996.000000 Penalty: 5990.285156
	Iteration 2Q: 3 clusters Score -2.6786e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -26787690.000000 Penalty: 5990.285156
	Iteration 3Q: 3 clusters Score -2.678769e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -26790274.000000 Penalty: 5990.285156
	Iteration 4Q: 3 clusters Score -2.679027e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -26795092.000000 Penalty: 5990.285156
	Iteration 5F: 3 clusters Score -2.679509e+07 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -26804156.000000 Penalty: 5990.285156
	Iteration 6F: 3 clusters Score -2.680416e+07 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -26818470.000000 Penalty: 5990.285156
	Iteration 7F: 3 clusters Score -2.681847e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -26833368.000000 Penalty: 5990.285156
	Iteration 8F: 3 clusters Score -2.683337e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169141 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -26841948.000000 Penalty: 5990.285156
	Iteration 9F: 3 clusters Score -2.684195e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -26844908.000000 Penalty: 5990.285156
	Iteration 10Q: 3 clusters Score -2.684491e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -26845808.000000 Penalty: 5990.285156
	Iteration 11Q: 3 clusters Score -2.684581e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26846102.000000 Penalty: 5990.285156
	Iteration 12Q: 3 clusters Score -2.68461e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26846236.000000 Penalty: 5990.285156
	Iteration 13Q: 3 clusters Score -2.684624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26846288.000000 Penalty: 5990.285156
	Iteration 14Q: 3 clusters Score -2.684629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26846318.000000 Penalty: 5990.285156
	Iteration 15Q: 3 clusters Score -2.684632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26846344.000000 Penalty: 5990.285156
	Iteration 16Q: 3 clusters Score -2.684634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26846354.000000 Penalty: 5990.285156
	Iteration 17Q: 3 clusters Score -2.684635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26846372.000000 Penalty: 5990.285156
	Iteration 18Q: 3 clusters Score -2.684637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175596 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26846374.000000 Penalty: 5990.285156
	Iteration 19Q: 3 clusters Score -2.684637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175597 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26846374.000000 Penalty: 5990.285156
	Iteration 20F: 3 clusters Score -2.684637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18432.599609 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -18432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17348.720703 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -17348.72 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17856.962891 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -17856.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18141.863281 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -18141.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18207.949219 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -18207.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18212.835938 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -18212.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18212.835938 Penalty: 2834.011475
	Iteration 5F: 3 clusters Score -18212.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Entering Unmasked Estep 
Score: -4321810.500000 Penalty: 2545.132080
	Iteration 0F: 2 clusters Score -4321810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4302172.500000 Penalty: 5090.264160
	Iteration 0F: 3 clusters Score -4302172 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -4309144.000000 Penalty: 5090.264160
	Iteration 1F: 3 clusters Score -4309144 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4309723.000000 Penalty: 5090.264160
	Iteration 2F: 3 clusters Score -4309723 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4310312.000000 Penalty: 5090.264160
	Iteration 3Q: 3 clusters Score -4310312 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4311042.500000 Penalty: 5090.264160
	Iteration 4F: 3 clusters Score -4311042 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4311976.500000 Penalty: 5090.264160
	Iteration 5F: 3 clusters Score -4311976 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4313248.500000 Penalty: 5090.264160
	Iteration 6F: 3 clusters Score -4313248 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4314697.500000 Penalty: 5090.264160
	Iteration 7F: 3 clusters Score -4314698 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -4316186.500000 Penalty: 5090.264160
	Iteration 8F: 3 clusters Score -4316186 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4317457.000000 Penalty: 5090.264160
	Iteration 9F: 3 clusters Score -4317457 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4318378.500000 Penalty: 5090.264160
	Iteration 10Q: 3 clusters Score -4318378 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4318917.000000 Penalty: 5090.264160
	Iteration 11Q: 3 clusters Score -4318917 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4319202.500000 Penalty: 5090.264160
	Iteration 12Q: 3 clusters Score -4319202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4319362.500000 Penalty: 5090.264160
	Iteration 13Q: 3 clusters Score -4319362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4319434.500000 Penalty: 5090.264160
	Iteration 14Q: 3 clusters Score -4319434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4319494.500000 Penalty: 5090.264160
	Iteration 15Q: 3 clusters Score -4319494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4319517.500000 Penalty: 5090.264160
	Iteration 16Q: 3 clusters Score -4319518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4319539.000000 Penalty: 5090.264160
	Iteration 17Q: 3 clusters Score -4319539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4319549.500000 Penalty: 5090.264160
	Iteration 18Q: 3 clusters Score -4319550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4319567.000000 Penalty: 5090.264160
	Iteration 19Q: 3 clusters Score -4319567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4319575.000000 Penalty: 5090.264160
	Iteration 20F: 3 clusters Score -4319575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4319578.000000 Penalty: 5090.264160
	Iteration 21Q: 3 clusters Score -4319578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4319580.000000 Penalty: 5090.264160
	Iteration 22Q: 3 clusters Score -4319580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4319578.000000 Penalty: 5090.264160
	Iteration 23Q: 3 clusters Score -4319578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4319576.000000 Penalty: 5090.264160
	Iteration 24Q: 3 clusters Score -4319576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4319577.000000 Penalty: 5090.264160
	Iteration 25Q: 3 clusters Score -4319577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4319577.000000 Penalty: 5090.264160
	Iteration 26F: 3 clusters Score -4319577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -1039858.187500 Penalty: 2188.520020
	Iteration 0F: 2 clusters Score -1039858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1034223.312500 Penalty: 4377.040039
	Iteration 0F: 3 clusters Score -1034223 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1035647.437500 Penalty: 4377.040039
	Iteration 1F: 3 clusters Score -1035647 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1035888.312500 Penalty: 4377.040039
	Iteration 2F: 3 clusters Score -1035888 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1036098.437500 Penalty: 4377.040039
	Iteration 3F: 3 clusters Score -1036098 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1036316.000000 Penalty: 4377.040039
	Iteration 4Q: 3 clusters Score -1036316 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1036547.875000 Penalty: 4377.040039
	Iteration 5Q: 3 clusters Score -1036548 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1036755.312500 Penalty: 4377.040039
	Iteration 6Q: 3 clusters Score -1036755 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1036938.062500 Penalty: 4377.040039
	Iteration 7Q: 3 clusters Score -1036938 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1037102.312500 Penalty: 4377.040039
	Iteration 8Q: 3 clusters Score -1037102 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1037266.687500 Penalty: 4377.040039
	Iteration 9Q: 3 clusters Score -1037267 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1037424.062500 Penalty: 4377.040039
	Iteration 10Q: 3 clusters Score -1037424 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1037590.750000 Penalty: 4377.040039
	Iteration 11Q: 3 clusters Score -1037591 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1037745.312500 Penalty: 4377.040039
	Iteration 12Q: 3 clusters Score -1037745 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1037873.250000 Penalty: 4377.040039
	Iteration 13Q: 3 clusters Score -1037873 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1037989.500000 Penalty: 4377.040039
	Iteration 14Q: 3 clusters Score -1037990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1038103.562500 Penalty: 4377.040039
	Iteration 15Q: 3 clusters Score -1038104 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1038192.562500 Penalty: 4377.040039
	Iteration 16Q: 3 clusters Score -1038193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1038281.312500 Penalty: 4377.040039
	Iteration 17Q: 3 clusters Score -1038281 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1038352.000000 Penalty: 4377.040039
	Iteration 18Q: 3 clusters Score -1038352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1038418.375000 Penalty: 4377.040039
	Iteration 19Q: 3 clusters Score -1038418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1038466.125000 Penalty: 4377.040039
	Iteration 20F: 3 clusters Score -1038466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1038505.812500 Penalty: 4377.040039
	Iteration 21Q: 3 clusters Score -1038506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1038537.875000 Penalty: 4377.040039
	Iteration 22Q: 3 clusters Score -1038538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1038567.187500 Penalty: 4377.040039
	Iteration 23Q: 3 clusters Score -1038567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1038584.937500 Penalty: 4377.040039
	Iteration 24Q: 3 clusters Score -1038585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1038597.062500 Penalty: 4377.040039
	Iteration 25Q: 3 clusters Score -1038597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1038606.437500 Penalty: 4377.040039
	Iteration 26Q: 3 clusters Score -1038606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1038614.312500 Penalty: 4377.040039
	Iteration 27Q: 3 clusters Score -1038614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1038619.062500 Penalty: 4377.040039
	Iteration 28Q: 3 clusters Score -1038619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1038624.437500 Penalty: 4377.040039
	Iteration 29Q: 3 clusters Score -1038624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1038627.812500 Penalty: 4377.040039
	Iteration 30Q: 3 clusters Score -1038628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1038629.187500 Penalty: 4377.040039
	Iteration 31Q: 3 clusters Score -1038629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1038630.375000 Penalty: 4377.040039
	Iteration 32Q: 3 clusters Score -1038630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1038632.750000 Penalty: 4377.040039
	Iteration 33Q: 3 clusters Score -1038633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1038636.250000 Penalty: 4377.040039
	Iteration 34Q: 3 clusters Score -1038636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1038638.000000 Penalty: 4377.040039
	Iteration 35Q: 3 clusters Score -1038638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1038640.750000 Penalty: 4377.040039
	Iteration 36Q: 3 clusters Score -1038641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1038641.562500 Penalty: 4377.040039
	Iteration 37Q: 3 clusters Score -1038642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1038643.187500 Penalty: 4377.040039
	Iteration 38Q: 3 clusters Score -1038643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1038644.812500 Penalty: 4377.040039
	Iteration 39Q: 3 clusters Score -1038645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1038650.062500 Penalty: 4377.040039
	Iteration 40F: 3 clusters Score -1038650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1038653.125000 Penalty: 4377.040039
	Iteration 41Q: 3 clusters Score -1038653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1038661.375000 Penalty: 4377.040039
	Iteration 42Q: 3 clusters Score -1038661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1038664.562500 Penalty: 4377.040039
	Iteration 43Q: 3 clusters Score -1038665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1038666.500000 Penalty: 4377.040039
	Iteration 44Q: 3 clusters Score -1038666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1038669.250000 Penalty: 4377.040039
	Iteration 45Q: 3 clusters Score -1038669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1038670.250000 Penalty: 4377.040039
	Iteration 46Q: 3 clusters Score -1038670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1038669.187500 Penalty: 4377.040039
	Iteration 47Q: 3 clusters Score -1038669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1038671.125000 Penalty: 4377.040039
	Iteration 48Q: 3 clusters Score -1038671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1038673.937500 Penalty: 4377.040039
	Iteration 49Q: 3 clusters Score -1038674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1038673.125000 Penalty: 4377.040039
	Iteration 50Q: 3 clusters Score -1038673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1038673.375000 Penalty: 4377.040039
	Iteration 51Q: 3 clusters Score -1038673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1038676.562500 Penalty: 4377.040039
	Iteration 52Q: 3 clusters Score -1038677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1038675.875000 Penalty: 4377.040039
	Iteration 53Q: 3 clusters Score -1038676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1038675.875000 Penalty: 4377.040039
	Iteration 54F: 3 clusters Score -1038676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -49545.433594 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -49545.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48273.304688 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -48273.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48548.417969 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -48548.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48680.035156 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -48680.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48753.625000 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -48753.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48818.597656 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -48818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48897.542969 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -48897.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49017.460938 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -49017.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49063.125000 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -49063.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49099.917969 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -49099.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49102.550781 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -49102.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49106.679688 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -49106.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49113.320312 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -49113.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49118.175781 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -49118.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49131.714844 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -49131.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49139.656250 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -49139.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49148.148438 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -49148.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49160.031250 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -49160.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49160.031250 Penalty: 2965.527344
	Iteration 17F: 3 clusters Score -49160.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -604853.250000 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -604853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -600949.312500 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -600949.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -601914.500000 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -601914.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -602166.437500 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -602166.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -602354.187500 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -602354.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -602571.500000 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -602571.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -602774.375000 Penalty: 4112.482910
	Iteration 5F: 3 clusters Score -602774.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -602943.312500 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -602943.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -603078.062500 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -603078.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -603193.875000 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -603193.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -603267.375000 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -603267.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -603305.125000 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -603305.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -603333.562500 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -603333.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -603351.625000 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -603351.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -603363.500000 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -603363.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -603372.312500 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -603372.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -603381.437500 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -603381.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -603387.312500 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -603387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -603390.062500 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -603390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -603390.125000 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -603390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -603392.437500 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -603392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -603394.812500 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -603394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -603396.062500 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -603396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -603396.062500 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -603396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -603398.312500 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -603398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -603399.000000 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -603399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -603401.437500 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -603401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -603403.312500 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -603403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -603404.187500 Penalty: 4112.482910
	Iteration 27Q: 3 clusters Score -603404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -603405.375000 Penalty: 4112.482910
	Iteration 28Q: 3 clusters Score -603405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -603406.312500 Penalty: 4112.482910
	Iteration 29Q: 3 clusters Score -603406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -603406.312500 Penalty: 4112.482910
	Iteration 30F: 3 clusters Score -603406.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -144517.937500 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -144517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142580.296875 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -142580.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -142949.093750 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -142949.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143104.218750 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -143104.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143213.140625 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -143213.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143347.218750 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -143347.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -143471.453125 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -143471.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -143621.375000 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -143621.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143765.062500 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -143765.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143859.125000 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -143859.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -143927.609375 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -143927.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143977.125000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -143977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143999.609375 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -143999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144017.140625 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -144017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144033.281250 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -144033.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -144047.796875 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -144047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -144057.390625 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -144057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -144060.015625 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -144060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144061.140625 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -144061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144061.140625 Penalty: 3478.009277
	Iteration 18F: 3 clusters Score -144061.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -97397.218750 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -97397.22 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 403 members 
Entering Unmasked Estep 
Score: -95816.203125 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -95816.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96168.007812 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96168.01 nChanged 81
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: -96473.132812 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -96473.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96978.804688 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -96978.8 nChanged 87
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: -97517.828125 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -97517.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97771.492188 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -97771.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97998.921875 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -97998.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98102.187500 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -98102.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98129.203125 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -98129.2 nChanged 6
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: -98142.296875 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -98142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98151.093750 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -98151.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98156.789062 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -98156.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98157.843750 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -98157.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98157.843750 Penalty: 3299.820068
	Iteration 13F: 3 clusters Score -98157.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175815 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 525 members 
Entering Unmasked Estep 
Score: -70334768.000000 Penalty: 136058.015625
Splitting cluster 9 changes total score from -70335584.000000 to -70334768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -304243.875000 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -304243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -301563.781250 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -301563.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -302030.437500 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -302030.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -302144.562500 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -302144.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -302206.187500 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -302206.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -302243.937500 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -302243.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -302271.968750 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -302272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302287.031250 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -302287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302300.875000 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -302300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -302313.718750 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -302313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -302328.156250 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -302328.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -302340.812500 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -302340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302349.718750 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -302349.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -302356.843750 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -302356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -302360.562500 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -302360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -302364.843750 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -302364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -302367.156250 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -302367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302371.187500 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -302371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302377.968750 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -302378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -302385.218750 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -302385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302388.625000 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -302388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -302392.750000 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -302392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -302397.406250 Penalty: 3780.355713
	Iteration 21Q: 3 clusters Score -302397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -302402.437500 Penalty: 3780.355713
	Iteration 22Q: 3 clusters Score -302402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302408.031250 Penalty: 3780.355713
	Iteration 23Q: 3 clusters Score -302408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -302411.218750 Penalty: 3780.355713
	Iteration 24Q: 3 clusters Score -302411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -302415.281250 Penalty: 3780.355713
	Iteration 25Q: 3 clusters Score -302415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -302418.343750 Penalty: 3780.355713
	Iteration 26Q: 3 clusters Score -302418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -302420.062500 Penalty: 3780.355713
	Iteration 27Q: 3 clusters Score -302420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -302422.406250 Penalty: 3780.355713
	Iteration 28Q: 3 clusters Score -302422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -302427.031250 Penalty: 3780.355713
	Iteration 29Q: 3 clusters Score -302427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -302430.250000 Penalty: 3780.355713
	Iteration 30Q: 3 clusters Score -302430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -302434.781250 Penalty: 3780.355713
	Iteration 31Q: 3 clusters Score -302434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -302439.062500 Penalty: 3780.355713
	Iteration 32Q: 3 clusters Score -302439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -302441.812500 Penalty: 3780.355713
	Iteration 33Q: 3 clusters Score -302441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302444.031250 Penalty: 3780.355713
	Iteration 34Q: 3 clusters Score -302444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -302445.468750 Penalty: 3780.355713
	Iteration 35Q: 3 clusters Score -302445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302445.500000 Penalty: 3780.355713
	Iteration 36Q: 3 clusters Score -302445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302445.500000 Penalty: 3780.355713
	Iteration 37F: 3 clusters Score -302445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -70076.601562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -70076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68693.507812 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -68693.51 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68999.117188 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -68999.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69152.085938 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -69152.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69379.148438 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -69379.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69494.312500 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -69494.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69610.726562 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -69610.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69667.398438 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -69667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69721.890625 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -69721.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69738.945312 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -69738.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69755.531250 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -69755.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69757.781250 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -69757.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69759.890625 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -69759.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69761.992188 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -69761.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69761.992188 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -69761.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Entering Unmasked Estep 
Score: -1761393.250000 Penalty: 2322.974121
	Iteration 0F: 2 clusters Score -1761393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1752708.125000 Penalty: 4645.948242
	Iteration 0F: 3 clusters Score -1752708 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1755280.375000 Penalty: 4645.948242
	Iteration 1F: 3 clusters Score -1755280 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1755585.625000 Penalty: 4645.948242
	Iteration 2F: 3 clusters Score -1755586 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1755795.750000 Penalty: 4645.948242
	Iteration 3Q: 3 clusters Score -1755796 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1755957.625000 Penalty: 4645.948242
	Iteration 4Q: 3 clusters Score -1755958 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1756110.000000 Penalty: 4645.948242
	Iteration 5Q: 3 clusters Score -1756110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1756248.875000 Penalty: 4645.948242
	Iteration 6Q: 3 clusters Score -1756249 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1756398.750000 Penalty: 4645.948242
	Iteration 7Q: 3 clusters Score -1756399 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1756556.375000 Penalty: 4645.948242
	Iteration 8Q: 3 clusters Score -1756556 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1756702.750000 Penalty: 4645.948242
	Iteration 9Q: 3 clusters Score -1756703 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1756874.875000 Penalty: 4645.948242
	Iteration 10Q: 3 clusters Score -1756875 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1757064.000000 Penalty: 4645.948242
	Iteration 11Q: 3 clusters Score -1757064 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1757299.000000 Penalty: 4645.948242
	Iteration 12Q: 3 clusters Score -1757299 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1757565.125000 Penalty: 4645.948242
	Iteration 13Q: 3 clusters Score -1757565 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1757834.875000 Penalty: 4645.948242
	Iteration 14Q: 3 clusters Score -1757835 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1758089.250000 Penalty: 4645.948242
	Iteration 15Q: 3 clusters Score -1758089 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1758327.375000 Penalty: 4645.948242
	Iteration 16Q: 3 clusters Score -1758327 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1758542.750000 Penalty: 4645.948242
	Iteration 17Q: 3 clusters Score -1758543 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1758786.250000 Penalty: 4645.948242
	Iteration 18Q: 3 clusters Score -1758786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1759047.000000 Penalty: 4645.948242
	Iteration 19Q: 3 clusters Score -1759047 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1759301.250000 Penalty: 4645.948242
	Iteration 20F: 3 clusters Score -1759301 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1759428.750000 Penalty: 4645.948242
	Iteration 21Q: 3 clusters Score -1759429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1759507.250000 Penalty: 4645.948242
	Iteration 22Q: 3 clusters Score -1759507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1759568.500000 Penalty: 4645.948242
	Iteration 23Q: 3 clusters Score -1759568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1759607.750000 Penalty: 4645.948242
	Iteration 24Q: 3 clusters Score -1759608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1759632.500000 Penalty: 4645.948242
	Iteration 25Q: 3 clusters Score -1759632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1759644.875000 Penalty: 4645.948242
	Iteration 26Q: 3 clusters Score -1759645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1759648.750000 Penalty: 4645.948242
	Iteration 27Q: 3 clusters Score -1759649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1759652.875000 Penalty: 4645.948242
	Iteration 28Q: 3 clusters Score -1759653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1759652.125000 Penalty: 4645.948242
	Iteration 29Q: 3 clusters Score -1759652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1759651.750000 Penalty: 4645.948242
	Iteration 30Q: 3 clusters Score -1759652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1759652.625000 Penalty: 4645.948242
	Iteration 31Q: 3 clusters Score -1759653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1759654.375000 Penalty: 4645.948242
	Iteration 32Q: 3 clusters Score -1759654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1759659.000000 Penalty: 4645.948242
	Iteration 33Q: 3 clusters Score -1759659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1759660.750000 Penalty: 4645.948242
	Iteration 34Q: 3 clusters Score -1759661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1759666.500000 Penalty: 4645.948242
	Iteration 35Q: 3 clusters Score -1759666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1759666.500000 Penalty: 4645.948242
	Iteration 36F: 3 clusters Score -1759666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -320348.000000 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -320348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -317630.343750 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -317630.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -318144.218750 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -318144.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -318288.156250 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -318288.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -318378.250000 Penalty: 3805.457031
	Iteration 3Q: 3 clusters Score -318378.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -318440.312500 Penalty: 3805.457031
	Iteration 4Q: 3 clusters Score -318440.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -318481.000000 Penalty: 3805.457031
	Iteration 5Q: 3 clusters Score -318481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -318523.906250 Penalty: 3805.457031
	Iteration 6Q: 3 clusters Score -318523.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -318563.000000 Penalty: 3805.457031
	Iteration 7Q: 3 clusters Score -318563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -318607.281250 Penalty: 3805.457031
	Iteration 8Q: 3 clusters Score -318607.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -318636.937500 Penalty: 3805.457031
	Iteration 9Q: 3 clusters Score -318636.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -318662.375000 Penalty: 3805.457031
	Iteration 10Q: 3 clusters Score -318662.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -318684.437500 Penalty: 3805.457031
	Iteration 11Q: 3 clusters Score -318684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -318707.187500 Penalty: 3805.457031
	Iteration 12Q: 3 clusters Score -318707.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -318716.781250 Penalty: 3805.457031
	Iteration 13Q: 3 clusters Score -318716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -318718.812500 Penalty: 3805.457031
	Iteration 14Q: 3 clusters Score -318718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -318725.093750 Penalty: 3805.457031
	Iteration 15Q: 3 clusters Score -318725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -318729.125000 Penalty: 3805.457031
	Iteration 16Q: 3 clusters Score -318729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -318734.125000 Penalty: 3805.457031
	Iteration 17Q: 3 clusters Score -318734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -318742.062500 Penalty: 3805.457031
	Iteration 18Q: 3 clusters Score -318742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318750.468750 Penalty: 3805.457031
	Iteration 19Q: 3 clusters Score -318750.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318763.125000 Penalty: 3805.457031
	Iteration 20F: 3 clusters Score -318763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -318779.031250 Penalty: 3805.457031
	Iteration 21Q: 3 clusters Score -318779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -318784.750000 Penalty: 3805.457031
	Iteration 22Q: 3 clusters Score -318784.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -318790.437500 Penalty: 3805.457031
	Iteration 23Q: 3 clusters Score -318790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -318792.656250 Penalty: 3805.457031
	Iteration 24Q: 3 clusters Score -318792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -318794.625000 Penalty: 3805.457031
	Iteration 25Q: 3 clusters Score -318794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -318794.593750 Penalty: 3805.457031
	Iteration 26Q: 3 clusters Score -318794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -318795.156250 Penalty: 3805.457031
	Iteration 27Q: 3 clusters Score -318795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -318795.156250 Penalty: 3805.457031
	Iteration 28F: 3 clusters Score -318795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Entering Unmasked Estep 
Score: -7070920.000000 Penalty: 2663.562744
	Iteration 0F: 2 clusters Score -7070920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7039721.500000 Penalty: 5327.125488
	Iteration 0F: 3 clusters Score -7039722 nChanged 21302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -7051749.500000 Penalty: 5327.125488
	Iteration 1F: 3 clusters Score -7051750 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -7052587.500000 Penalty: 5327.125488
	Iteration 2Q: 3 clusters Score -7052588 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -7053449.000000 Penalty: 5327.125488
	Iteration 3Q: 3 clusters Score -7053449 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -7054432.000000 Penalty: 5327.125488
	Iteration 4Q: 3 clusters Score -7054432 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -7055527.500000 Penalty: 5327.125488
	Iteration 5F: 3 clusters Score -7055528 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -7056680.000000 Penalty: 5327.125488
	Iteration 6F: 3 clusters Score -7056680 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -7058005.500000 Penalty: 5327.125488
	Iteration 7F: 3 clusters Score -7058006 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -7059366.000000 Penalty: 5327.125488
	Iteration 8F: 3 clusters Score -7059366 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -7060741.000000 Penalty: 5327.125488
	Iteration 9F: 3 clusters Score -7060741 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -7062255.000000 Penalty: 5327.125488
	Iteration 10Q: 3 clusters Score -7062255 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7063636.500000 Penalty: 5327.125488
	Iteration 11Q: 3 clusters Score -7063636 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7065003.000000 Penalty: 5327.125488
	Iteration 12Q: 3 clusters Score -7065003 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -7066117.000000 Penalty: 5327.125488
	Iteration 13Q: 3 clusters Score -7066117 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7066949.000000 Penalty: 5327.125488
	Iteration 14Q: 3 clusters Score -7066949 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7067421.000000 Penalty: 5327.125488
	Iteration 15Q: 3 clusters Score -7067421 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7067759.500000 Penalty: 5327.125488
	Iteration 16Q: 3 clusters Score -7067760 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7067999.000000 Penalty: 5327.125488
	Iteration 17Q: 3 clusters Score -7067999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7068174.000000 Penalty: 5327.125488
	Iteration 18Q: 3 clusters Score -7068174 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7068276.500000 Penalty: 5327.125488
	Iteration 19Q: 3 clusters Score -7068276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7068377.500000 Penalty: 5327.125488
	Iteration 20F: 3 clusters Score -7068378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7068452.000000 Penalty: 5327.125488
	Iteration 21Q: 3 clusters Score -7068452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7068511.000000 Penalty: 5327.125488
	Iteration 22Q: 3 clusters Score -7068511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7068540.000000 Penalty: 5327.125488
	Iteration 23Q: 3 clusters Score -7068540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7068560.000000 Penalty: 5327.125488
	Iteration 24Q: 3 clusters Score -7068560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7068569.500000 Penalty: 5327.125488
	Iteration 25Q: 3 clusters Score -7068570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7068583.000000 Penalty: 5327.125488
	Iteration 26Q: 3 clusters Score -7068583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7068596.500000 Penalty: 5327.125488
	Iteration 27Q: 3 clusters Score -7068596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7068604.000000 Penalty: 5327.125488
	Iteration 28Q: 3 clusters Score -7068604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7068605.500000 Penalty: 5327.125488
	Iteration 29Q: 3 clusters Score -7068606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7068607.500000 Penalty: 5327.125488
	Iteration 30Q: 3 clusters Score -7068608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7068618.500000 Penalty: 5327.125488
	Iteration 31Q: 3 clusters Score -7068618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7068627.000000 Penalty: 5327.125488
	Iteration 32Q: 3 clusters Score -7068627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7068622.000000 Penalty: 5327.125488
	Iteration 33Q: 3 clusters Score -7068622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7068640.500000 Penalty: 5327.125488
	Iteration 34Q: 3 clusters Score -7068640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7068638.500000 Penalty: 5327.125488
	Iteration 35Q: 3 clusters Score -7068638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7068637.500000 Penalty: 5327.125488
	Iteration 36Q: 3 clusters Score -7068638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7068638.000000 Penalty: 5327.125488
	Iteration 37Q: 3 clusters Score -7068638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7068641.500000 Penalty: 5327.125488
	Iteration 38Q: 3 clusters Score -7068642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7068647.500000 Penalty: 5327.125488
	Iteration 39Q: 3 clusters Score -7068648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7068656.500000 Penalty: 5327.125488
	Iteration 40F: 3 clusters Score -7068656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7068655.500000 Penalty: 5327.125488
	Iteration 41Q: 3 clusters Score -7068656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7068663.000000 Penalty: 5327.125488
	Iteration 42Q: 3 clusters Score -7068663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7068661.500000 Penalty: 5327.125488
	Iteration 43Q: 3 clusters Score -7068662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7068663.500000 Penalty: 5327.125488
	Iteration 44Q: 3 clusters Score -7068664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7068660.000000 Penalty: 5327.125488
	Iteration 45Q: 3 clusters Score -7068660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7068660.000000 Penalty: 5327.125488
	Iteration 46Q: 3 clusters Score -7068660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7068665.000000 Penalty: 5327.125488
	Iteration 47Q: 3 clusters Score -7068665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7068672.000000 Penalty: 5327.125488
	Iteration 48Q: 3 clusters Score -7068672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7068672.000000 Penalty: 5327.125488
	Iteration 49F: 3 clusters Score -7068672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Entering Unmasked Estep 
Score: -3144113.000000 Penalty: 2458.532471
	Iteration 0F: 2 clusters Score -3144113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3129933.750000 Penalty: 4917.064941
	Iteration 0F: 3 clusters Score -3129934 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3134813.000000 Penalty: 4917.064941
	Iteration 1F: 3 clusters Score -3134813 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3135194.250000 Penalty: 4917.064941
	Iteration 2F: 3 clusters Score -3135194 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3135524.250000 Penalty: 4917.064941
	Iteration 3Q: 3 clusters Score -3135524 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3135878.500000 Penalty: 4917.064941
	Iteration 4Q: 3 clusters Score -3135878 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3136241.250000 Penalty: 4917.064941
	Iteration 5Q: 3 clusters Score -3136241 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3136679.000000 Penalty: 4917.064941
	Iteration 6Q: 3 clusters Score -3136679 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3137256.750000 Penalty: 4917.064941
	Iteration 7F: 3 clusters Score -3137257 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3138021.000000 Penalty: 4917.064941
	Iteration 8F: 3 clusters Score -3138021 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3138923.250000 Penalty: 4917.064941
	Iteration 9F: 3 clusters Score -3138923 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3139823.750000 Penalty: 4917.064941
	Iteration 10F: 3 clusters Score -3139824 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3140637.250000 Penalty: 4917.064941
	Iteration 11Q: 3 clusters Score -3140637 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3141231.750000 Penalty: 4917.064941
	Iteration 12Q: 3 clusters Score -3141232 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3141550.750000 Penalty: 4917.064941
	Iteration 13Q: 3 clusters Score -3141551 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3141720.250000 Penalty: 4917.064941
	Iteration 14Q: 3 clusters Score -3141720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3141836.500000 Penalty: 4917.064941
	Iteration 15Q: 3 clusters Score -3141836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3141879.000000 Penalty: 4917.064941
	Iteration 16Q: 3 clusters Score -3141879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3141907.000000 Penalty: 4917.064941
	Iteration 17Q: 3 clusters Score -3141907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3141932.250000 Penalty: 4917.064941
	Iteration 18Q: 3 clusters Score -3141932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3141964.000000 Penalty: 4917.064941
	Iteration 19Q: 3 clusters Score -3141964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3141980.000000 Penalty: 4917.064941
	Iteration 20F: 3 clusters Score -3141980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3141982.250000 Penalty: 4917.064941
	Iteration 21Q: 3 clusters Score -3141982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3141992.000000 Penalty: 4917.064941
	Iteration 22Q: 3 clusters Score -3141992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3141989.000000 Penalty: 4917.064941
	Iteration 23Q: 3 clusters Score -3141989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3141989.000000 Penalty: 4917.064941
	Iteration 24F: 3 clusters Score -3141989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -100398.125000 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -100398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98632.531250 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -98632.53 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98991.273438 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -98991.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99179.500000 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -99179.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99361.984375 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -99361.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99507.085938 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -99507.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99638.414062 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -99638.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99707.343750 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -99707.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99762.234375 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -99762.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99827.867188 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -99827.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99928.953125 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -99928.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -100055.953125 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -100056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100119.593750 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -100119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100155.750000 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -100155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100175.164062 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -100175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100193.546875 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -100193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100208.445312 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -100208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100213.992188 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -100214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100215.507812 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -100215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100220.148438 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -100220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100223.968750 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -100224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100225.257812 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -100225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100228.218750 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -100228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100230.539062 Penalty: 3349.705322
	Iteration 22Q: 3 clusters Score -100230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100235.164062 Penalty: 3349.705322
	Iteration 23Q: 3 clusters Score -100235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100256.429688 Penalty: 3349.705322
	Iteration 24Q: 3 clusters Score -100256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100261.398438 Penalty: 3349.705322
	Iteration 25Q: 3 clusters Score -100261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100266.539062 Penalty: 3349.705322
	Iteration 26Q: 3 clusters Score -100266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100266.539062 Penalty: 3349.705322
	Iteration 27F: 3 clusters Score -100266.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -320588.593750 Penalty: 1906.282104
	Iteration 0F: 2 clusters Score -320588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -317854.406250 Penalty: 3812.564209
	Iteration 0F: 3 clusters Score -317854.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -318335.281250 Penalty: 3812.564209
	Iteration 1F: 3 clusters Score -318335.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -318473.750000 Penalty: 3812.564209
	Iteration 2F: 3 clusters Score -318473.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -318547.562500 Penalty: 3812.564209
	Iteration 3Q: 3 clusters Score -318547.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -318596.843750 Penalty: 3812.564209
	Iteration 4Q: 3 clusters Score -318596.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -318633.656250 Penalty: 3812.564209
	Iteration 5Q: 3 clusters Score -318633.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -318669.250000 Penalty: 3812.564209
	Iteration 6Q: 3 clusters Score -318669.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -318689.156250 Penalty: 3812.564209
	Iteration 7Q: 3 clusters Score -318689.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -318705.375000 Penalty: 3812.564209
	Iteration 8Q: 3 clusters Score -318705.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -318722.687500 Penalty: 3812.564209
	Iteration 9Q: 3 clusters Score -318722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -318734.406250 Penalty: 3812.564209
	Iteration 10Q: 3 clusters Score -318734.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -318737.781250 Penalty: 3812.564209
	Iteration 11Q: 3 clusters Score -318737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -318743.000000 Penalty: 3812.564209
	Iteration 12Q: 3 clusters Score -318743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -318746.156250 Penalty: 3812.564209
	Iteration 13Q: 3 clusters Score -318746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -318751.156250 Penalty: 3812.564209
	Iteration 14Q: 3 clusters Score -318751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -318754.062500 Penalty: 3812.564209
	Iteration 15Q: 3 clusters Score -318754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -318757.562500 Penalty: 3812.564209
	Iteration 16Q: 3 clusters Score -318757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -318759.562500 Penalty: 3812.564209
	Iteration 17Q: 3 clusters Score -318759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -318760.718750 Penalty: 3812.564209
	Iteration 18Q: 3 clusters Score -318760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -318760.718750 Penalty: 3812.564209
	Iteration 19F: 3 clusters Score -318760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1376810.750000 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1376811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1369355.875000 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1369356 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1371475.750000 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1371476 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1371917.125000 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1371917 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1372321.000000 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1372321 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1372662.625000 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -1372663 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1372913.750000 Penalty: 4547.305176
	Iteration 5Q: 3 clusters Score -1372914 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1373134.875000 Penalty: 4547.305176
	Iteration 6Q: 3 clusters Score -1373135 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1373346.250000 Penalty: 4547.305176
	Iteration 7Q: 3 clusters Score -1373346 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1373521.125000 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1373521 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1373672.625000 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1373673 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1373777.000000 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1373777 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1373868.625000 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1373869 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1373950.750000 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1373951 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1374035.500000 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1374036 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1374110.375000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1374110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1374168.625000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1374169 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1374234.125000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1374234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1374298.375000 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1374298 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1374355.375000 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1374355 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1374400.750000 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1374401 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1374436.625000 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1374437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1374464.625000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1374465 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1374486.250000 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1374486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1374506.875000 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1374507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1374526.375000 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1374526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1374539.625000 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1374540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1374554.375000 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1374554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1374570.625000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1374571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1374583.375000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1374583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1374592.750000 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1374593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1374598.000000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1374598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1374607.500000 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -1374608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1374613.375000 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -1374613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1374619.375000 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -1374619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1374625.875000 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -1374626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1374633.750000 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -1374634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1374643.125000 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -1374643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1374650.250000 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -1374650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1374662.625000 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -1374663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1374674.875000 Penalty: 4547.305176
	Iteration 39Q: 3 clusters Score -1374675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1374681.750000 Penalty: 4547.305176
	Iteration 40F: 3 clusters Score -1374682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1374691.375000 Penalty: 4547.305176
	Iteration 41Q: 3 clusters Score -1374691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1374697.125000 Penalty: 4547.305176
	Iteration 42Q: 3 clusters Score -1374697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1374704.500000 Penalty: 4547.305176
	Iteration 43Q: 3 clusters Score -1374704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1374707.375000 Penalty: 4547.305176
	Iteration 44Q: 3 clusters Score -1374707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1374709.625000 Penalty: 4547.305176
	Iteration 45Q: 3 clusters Score -1374710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1374713.375000 Penalty: 4547.305176
	Iteration 46Q: 3 clusters Score -1374713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1374722.250000 Penalty: 4547.305176
	Iteration 47Q: 3 clusters Score -1374722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1374724.375000 Penalty: 4547.305176
	Iteration 48Q: 3 clusters Score -1374724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1374732.125000 Penalty: 4547.305176
	Iteration 49Q: 3 clusters Score -1374732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1374735.000000 Penalty: 4547.305176
	Iteration 50Q: 3 clusters Score -1374735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1374735.125000 Penalty: 4547.305176
	Iteration 51Q: 3 clusters Score -1374735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1374737.000000 Penalty: 4547.305176
	Iteration 52Q: 3 clusters Score -1374737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1374736.750000 Penalty: 4547.305176
	Iteration 53Q: 3 clusters Score -1374737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1374745.375000 Penalty: 4547.305176
	Iteration 54Q: 3 clusters Score -1374745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1374745.125000 Penalty: 4547.305176
	Iteration 55Q: 3 clusters Score -1374745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1374747.875000 Penalty: 4547.305176
	Iteration 56Q: 3 clusters Score -1374748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1374752.125000 Penalty: 4547.305176
	Iteration 57Q: 3 clusters Score -1374752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1374755.250000 Penalty: 4547.305176
	Iteration 58Q: 3 clusters Score -1374755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1374756.750000 Penalty: 4547.305176
	Iteration 59Q: 3 clusters Score -1374757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1374757.875000 Penalty: 4547.305176
	Iteration 60F: 3 clusters Score -1374758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1374762.250000 Penalty: 4547.305176
	Iteration 61Q: 3 clusters Score -1374762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1374767.375000 Penalty: 4547.305176
	Iteration 62Q: 3 clusters Score -1374767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1374766.750000 Penalty: 4547.305176
	Iteration 63Q: 3 clusters Score -1374767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1374768.500000 Penalty: 4547.305176
	Iteration 64Q: 3 clusters Score -1374768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1374770.000000 Penalty: 4547.305176
	Iteration 65Q: 3 clusters Score -1374770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1374768.625000 Penalty: 4547.305176
	Iteration 66Q: 3 clusters Score -1374769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1374773.875000 Penalty: 4547.305176
	Iteration 67Q: 3 clusters Score -1374774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1374783.625000 Penalty: 4547.305176
	Iteration 68Q: 3 clusters Score -1374784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1374783.000000 Penalty: 4547.305176
	Iteration 69Q: 3 clusters Score -1374783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1374787.875000 Penalty: 4547.305176
	Iteration 70Q: 3 clusters Score -1374788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1374792.000000 Penalty: 4547.305176
	Iteration 71Q: 3 clusters Score -1374792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1374797.250000 Penalty: 4547.305176
	Iteration 72Q: 3 clusters Score -1374797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1374799.125000 Penalty: 4547.305176
	Iteration 73Q: 3 clusters Score -1374799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1374802.875000 Penalty: 4547.305176
	Iteration 74Q: 3 clusters Score -1374803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1374805.125000 Penalty: 4547.305176
	Iteration 75Q: 3 clusters Score -1374805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1374808.875000 Penalty: 4547.305176
	Iteration 76Q: 3 clusters Score -1374809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1374810.625000 Penalty: 4547.305176
	Iteration 77Q: 3 clusters Score -1374811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1374813.750000 Penalty: 4547.305176
	Iteration 78Q: 3 clusters Score -1374814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1374814.875000 Penalty: 4547.305176
	Iteration 79Q: 3 clusters Score -1374815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1374815.875000 Penalty: 4547.305176
	Iteration 80F: 3 clusters Score -1374816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1374817.500000 Penalty: 4547.305176
	Iteration 81Q: 3 clusters Score -1374818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1374819.625000 Penalty: 4547.305176
	Iteration 82Q: 3 clusters Score -1374820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1374826.000000 Penalty: 4547.305176
	Iteration 83Q: 3 clusters Score -1374826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1374826.875000 Penalty: 4547.305176
	Iteration 84Q: 3 clusters Score -1374827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1374829.000000 Penalty: 4547.305176
	Iteration 85Q: 3 clusters Score -1374829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1374831.625000 Penalty: 4547.305176
	Iteration 86Q: 3 clusters Score -1374832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1374832.250000 Penalty: 4547.305176
	Iteration 87Q: 3 clusters Score -1374832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1374832.375000 Penalty: 4547.305176
	Iteration 88Q: 3 clusters Score -1374832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1374836.750000 Penalty: 4547.305176
	Iteration 89Q: 3 clusters Score -1374837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1374839.375000 Penalty: 4547.305176
	Iteration 90Q: 3 clusters Score -1374839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1374839.750000 Penalty: 4547.305176
	Iteration 91Q: 3 clusters Score -1374840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1374838.500000 Penalty: 4547.305176
	Iteration 92Q: 3 clusters Score -1374838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1374838.875000 Penalty: 4547.305176
	Iteration 93Q: 3 clusters Score -1374839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1374838.125000 Penalty: 4547.305176
	Iteration 94Q: 3 clusters Score -1374838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1374839.000000 Penalty: 4547.305176
	Iteration 95Q: 3 clusters Score -1374839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1374839.250000 Penalty: 4547.305176
	Iteration 96Q: 3 clusters Score -1374839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1374841.125000 Penalty: 4547.305176
	Iteration 97Q: 3 clusters Score -1374841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1374841.250000 Penalty: 4547.305176
	Iteration 98Q: 3 clusters Score -1374841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1374840.625000 Penalty: 4547.305176
	Iteration 99Q: 3 clusters Score -1374841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1374841.125000 Penalty: 4547.305176
	Iteration 100F: 3 clusters Score -1374841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -145195.031250 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -145195 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 554 members 
Entering Unmasked Estep 
Score: -143274.296875 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -143274.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143760.031250 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -143760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143929.281250 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -143929.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -144082.328125 Penalty: 3482.457520
	Iteration 3F: 3 clusters Score -144082.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -144300.359375 Penalty: 3482.457520
	Iteration 4F: 3 clusters Score -144300.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144508.609375 Penalty: 3482.457520
	Iteration 5F: 3 clusters Score -144508.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144649.640625 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -144649.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -144769.156250 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -144769.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -144852.296875 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -144852.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144901.546875 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -144901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144928.531250 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -144928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144954.703125 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -144954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -144979.453125 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -144979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -144995.390625 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -144995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145001.656250 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -145001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145004.359375 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -145004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145005.906250 Penalty: 3482.457520
	Iteration 16Q: 3 clusters Score -145005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145009.546875 Penalty: 3482.457520
	Iteration 17Q: 3 clusters Score -145009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145011.109375 Penalty: 3482.457520
	Iteration 18Q: 3 clusters Score -145011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145011.828125 Penalty: 3482.457520
	Iteration 19Q: 3 clusters Score -145011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145012.250000 Penalty: 3482.457520
	Iteration 20F: 3 clusters Score -145012.2 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: -37519.976562 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -37519.98 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: -36277.476562 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -36277.48 nChanged 29
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: -36364.421875 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -36364.42 nChanged 3
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: -36378.535156 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -36378.54 nChanged 2
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: -36388.722656 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -36388.72 nChanged 1
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: -36389.867188 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -36389.87 nChanged 0
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: -36389.867188 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -36389.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -147436.671875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -147436.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145458.578125 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -145458.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145796.625000 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -145796.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145932.687500 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -145932.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -146019.281250 Penalty: 3454.679688
	Iteration 3Q: 3 clusters Score -146019.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -146106.765625 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -146106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -146168.000000 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -146168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -146244.812500 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -146244.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -146365.531250 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -146365.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -146563.437500 Penalty: 3454.679688
	Iteration 8F: 3 clusters Score -146563.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -146807.859375 Penalty: 3454.679688
	Iteration 9F: 3 clusters Score -146807.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147025.875000 Penalty: 3454.679688
	Iteration 10F: 3 clusters Score -147025.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -147165.062500 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -147165.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147244.437500 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -147244.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -147259.656250 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -147259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147264.875000 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -147264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -147274.078125 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -147274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147281.062500 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -147281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147283.171875 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -147283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147283.171875 Penalty: 3454.679688
	Iteration 18F: 3 clusters Score -147283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -46074.871094 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -46074.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44767.046875 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -44767.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45083.769531 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -45083.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45256.574219 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -45256.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45321.398438 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -45321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45350.964844 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -45350.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45426.480469 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -45426.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45495.207031 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -45495.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45560.847656 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -45560.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45608.515625 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -45608.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45618.320312 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -45618.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45618.320312 Penalty: 2941.076172
	Iteration 10F: 3 clusters Score -45618.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -3259115.500000 Penalty: 2470.199463
	Iteration 0F: 2 clusters Score -3259116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3244326.000000 Penalty: 4940.398926
	Iteration 0F: 3 clusters Score -3244326 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3249408.500000 Penalty: 4940.398926
	Iteration 1F: 3 clusters Score -3249408 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3249982.750000 Penalty: 4940.398926
	Iteration 2F: 3 clusters Score -3249983 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3250592.750000 Penalty: 4940.398926
	Iteration 3F: 3 clusters Score -3250593 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3251359.500000 Penalty: 4940.398926
	Iteration 4F: 3 clusters Score -3251360 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3252251.750000 Penalty: 4940.398926
	Iteration 5F: 3 clusters Score -3252252 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3253217.000000 Penalty: 4940.398926
	Iteration 6F: 3 clusters Score -3253217 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3254187.000000 Penalty: 4940.398926
	Iteration 7F: 3 clusters Score -3254187 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3255046.750000 Penalty: 4940.398926
	Iteration 8F: 3 clusters Score -3255047 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3255801.250000 Penalty: 4940.398926
	Iteration 9Q: 3 clusters Score -3255801 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3256484.750000 Penalty: 4940.398926
	Iteration 10Q: 3 clusters Score -3256485 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3257325.750000 Penalty: 4940.398926
	Iteration 11Q: 3 clusters Score -3257326 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3257954.750000 Penalty: 4940.398926
	Iteration 12Q: 3 clusters Score -3257955 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3258313.000000 Penalty: 4940.398926
	Iteration 13Q: 3 clusters Score -3258313 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3258512.750000 Penalty: 4940.398926
	Iteration 14Q: 3 clusters Score -3258513 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3258628.750000 Penalty: 4940.398926
	Iteration 15Q: 3 clusters Score -3258629 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3258733.750000 Penalty: 4940.398926
	Iteration 16Q: 3 clusters Score -3258734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3258796.250000 Penalty: 4940.398926
	Iteration 17Q: 3 clusters Score -3258796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3258830.750000 Penalty: 4940.398926
	Iteration 18Q: 3 clusters Score -3258831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3258860.250000 Penalty: 4940.398926
	Iteration 19Q: 3 clusters Score -3258860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3258877.500000 Penalty: 4940.398926
	Iteration 20F: 3 clusters Score -3258878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3258889.750000 Penalty: 4940.398926
	Iteration 21Q: 3 clusters Score -3258890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3258895.500000 Penalty: 4940.398926
	Iteration 22Q: 3 clusters Score -3258896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3258909.500000 Penalty: 4940.398926
	Iteration 23Q: 3 clusters Score -3258910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3258903.500000 Penalty: 4940.398926
	Iteration 24Q: 3 clusters Score -3258904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3258903.250000 Penalty: 4940.398926
	Iteration 25Q: 3 clusters Score -3258903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3258918.250000 Penalty: 4940.398926
	Iteration 26Q: 3 clusters Score -3258918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3258926.000000 Penalty: 4940.398926
	Iteration 27Q: 3 clusters Score -3258926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3258927.750000 Penalty: 4940.398926
	Iteration 28Q: 3 clusters Score -3258928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3258927.500000 Penalty: 4940.398926
	Iteration 29Q: 3 clusters Score -3258928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3258921.500000 Penalty: 4940.398926
	Iteration 30Q: 3 clusters Score -3258922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3258929.500000 Penalty: 4940.398926
	Iteration 31Q: 3 clusters Score -3258930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3258927.250000 Penalty: 4940.398926
	Iteration 32Q: 3 clusters Score -3258927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3258925.500000 Penalty: 4940.398926
	Iteration 33Q: 3 clusters Score -3258926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3258922.000000 Penalty: 4940.398926
	Iteration 34Q: 3 clusters Score -3258922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3258917.250000 Penalty: 4940.398926
	Iteration 35Q: 3 clusters Score -3258917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3258915.000000 Penalty: 4940.398926
	Iteration 36Q: 3 clusters Score -3258915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3258917.750000 Penalty: 4940.398926
	Iteration 37Q: 3 clusters Score -3258918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3258920.500000 Penalty: 4940.398926
	Iteration 38Q: 3 clusters Score -3258920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3258921.750000 Penalty: 4940.398926
	Iteration 39Q: 3 clusters Score -3258922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3258921.500000 Penalty: 4940.398926
	Iteration 40F: 3 clusters Score -3258922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3258919.750000 Penalty: 4940.398926
	Iteration 41Q: 3 clusters Score -3258920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3258925.500000 Penalty: 4940.398926
	Iteration 42Q: 3 clusters Score -3258926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3258921.000000 Penalty: 4940.398926
	Iteration 43Q: 3 clusters Score -3258921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3258922.250000 Penalty: 4940.398926
	Iteration 44Q: 3 clusters Score -3258922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3258919.250000 Penalty: 4940.398926
	Iteration 45Q: 3 clusters Score -3258919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3258919.250000 Penalty: 4940.398926
	Iteration 46Q: 3 clusters Score -3258919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3258923.500000 Penalty: 4940.398926
	Iteration 47Q: 3 clusters Score -3258924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3258925.750000 Penalty: 4940.398926
	Iteration 48Q: 3 clusters Score -3258926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3258924.000000 Penalty: 4940.398926
	Iteration 49Q: 3 clusters Score -3258924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3258924.000000 Penalty: 4940.398926
	Iteration 50F: 3 clusters Score -3258924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -410521.906250 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -410521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -407352.468750 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -407352.5 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -408239.312500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -408239.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -408690.718750 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -408690.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -409101.625000 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -409101.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -409445.187500 Penalty: 3948.839600
	Iteration 4F: 3 clusters Score -409445.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -409650.968750 Penalty: 3948.839600
	Iteration 5F: 3 clusters Score -409651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -409751.593750 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -409751.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -409812.937500 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -409812.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -409841.250000 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -409841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -409860.687500 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -409860.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -409878.093750 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -409878.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -409890.437500 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -409890.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -409906.625000 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -409906.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -409917.875000 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -409917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -409921.781250 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -409921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -409922.937500 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -409922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -409923.656250 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -409923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -409923.656250 Penalty: 3948.839600
	Iteration 17F: 3 clusters Score -409923.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Entering Unmasked Estep 
Score: -5416566.500000 Penalty: 2598.827881
	Iteration 0F: 2 clusters Score -5416566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5392321.500000 Penalty: 5197.655762
	Iteration 0F: 3 clusters Score -5392322 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5401318.500000 Penalty: 5197.655762
	Iteration 1F: 3 clusters Score -5401318 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -5401832.500000 Penalty: 5197.655762
	Iteration 2Q: 3 clusters Score -5401832 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5402322.000000 Penalty: 5197.655762
	Iteration 3Q: 3 clusters Score -5402322 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5402750.000000 Penalty: 5197.655762
	Iteration 4Q: 3 clusters Score -5402750 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5403230.500000 Penalty: 5197.655762
	Iteration 5Q: 3 clusters Score -5403230 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5403676.000000 Penalty: 5197.655762
	Iteration 6Q: 3 clusters Score -5403676 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -5404250.500000 Penalty: 5197.655762
	Iteration 7Q: 3 clusters Score -5404250 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5404988.000000 Penalty: 5197.655762
	Iteration 8Q: 3 clusters Score -5404988 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5405815.000000 Penalty: 5197.655762
	Iteration 9Q: 3 clusters Score -5405815 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -5406625.000000 Penalty: 5197.655762
	Iteration 10Q: 3 clusters Score -5406625 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5407536.500000 Penalty: 5197.655762
	Iteration 11Q: 3 clusters Score -5407536 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -5408511.500000 Penalty: 5197.655762
	Iteration 12Q: 3 clusters Score -5408512 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5409464.500000 Penalty: 5197.655762
	Iteration 13Q: 3 clusters Score -5409464 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5410358.500000 Penalty: 5197.655762
	Iteration 14Q: 3 clusters Score -5410358 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -5411141.500000 Penalty: 5197.655762
	Iteration 15Q: 3 clusters Score -5411142 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5411721.500000 Penalty: 5197.655762
	Iteration 16Q: 3 clusters Score -5411722 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5412136.500000 Penalty: 5197.655762
	Iteration 17Q: 3 clusters Score -5412136 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5412415.000000 Penalty: 5197.655762
	Iteration 18Q: 3 clusters Score -5412415 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -5412644.000000 Penalty: 5197.655762
	Iteration 19Q: 3 clusters Score -5412644 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -5412847.000000 Penalty: 5197.655762
	Iteration 20F: 3 clusters Score -5412847 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5413014.500000 Penalty: 5197.655762
	Iteration 21Q: 3 clusters Score -5413014 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -5413172.500000 Penalty: 5197.655762
	Iteration 22Q: 3 clusters Score -5413172 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -5413347.000000 Penalty: 5197.655762
	Iteration 23Q: 3 clusters Score -5413347 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -5413493.000000 Penalty: 5197.655762
	Iteration 24Q: 3 clusters Score -5413493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5413616.500000 Penalty: 5197.655762
	Iteration 25Q: 3 clusters Score -5413616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -5413756.500000 Penalty: 5197.655762
	Iteration 26Q: 3 clusters Score -5413756 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5413828.000000 Penalty: 5197.655762
	Iteration 27Q: 3 clusters Score -5413828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -5413882.000000 Penalty: 5197.655762
	Iteration 28Q: 3 clusters Score -5413882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5413960.000000 Penalty: 5197.655762
	Iteration 29Q: 3 clusters Score -5413960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -5414001.500000 Penalty: 5197.655762
	Iteration 30Q: 3 clusters Score -5414002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5414029.500000 Penalty: 5197.655762
	Iteration 31Q: 3 clusters Score -5414030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -5414056.500000 Penalty: 5197.655762
	Iteration 32Q: 3 clusters Score -5414056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5414091.500000 Penalty: 5197.655762
	Iteration 33Q: 3 clusters Score -5414092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -5414127.500000 Penalty: 5197.655762
	Iteration 34Q: 3 clusters Score -5414128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5414155.500000 Penalty: 5197.655762
	Iteration 35Q: 3 clusters Score -5414156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5414181.000000 Penalty: 5197.655762
	Iteration 36Q: 3 clusters Score -5414181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -5414208.000000 Penalty: 5197.655762
	Iteration 37Q: 3 clusters Score -5414208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5414226.000000 Penalty: 5197.655762
	Iteration 38Q: 3 clusters Score -5414226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5414246.500000 Penalty: 5197.655762
	Iteration 39Q: 3 clusters Score -5414246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5414252.500000 Penalty: 5197.655762
	Iteration 40F: 3 clusters Score -5414252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -5414263.000000 Penalty: 5197.655762
	Iteration 41Q: 3 clusters Score -5414263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5414273.500000 Penalty: 5197.655762
	Iteration 42Q: 3 clusters Score -5414274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5414286.000000 Penalty: 5197.655762
	Iteration 43Q: 3 clusters Score -5414286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5414308.500000 Penalty: 5197.655762
	Iteration 44Q: 3 clusters Score -5414308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -5414330.000000 Penalty: 5197.655762
	Iteration 45Q: 3 clusters Score -5414330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -5414338.500000 Penalty: 5197.655762
	Iteration 46Q: 3 clusters Score -5414338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5414367.000000 Penalty: 5197.655762
	Iteration 47Q: 3 clusters Score -5414367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5414375.500000 Penalty: 5197.655762
	Iteration 48Q: 3 clusters Score -5414376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -5414379.500000 Penalty: 5197.655762
	Iteration 49Q: 3 clusters Score -5414380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5414382.500000 Penalty: 5197.655762
	Iteration 50Q: 3 clusters Score -5414382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5414381.000000 Penalty: 5197.655762
	Iteration 51Q: 3 clusters Score -5414381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -5414381.000000 Penalty: 5197.655762
	Iteration 52Q: 3 clusters Score -5414381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -5414386.500000 Penalty: 5197.655762
	Iteration 53Q: 3 clusters Score -5414386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -5414393.500000 Penalty: 5197.655762
	Iteration 54Q: 3 clusters Score -5414394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -5414398.000000 Penalty: 5197.655762
	Iteration 55Q: 3 clusters Score -5414398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5414399.500000 Penalty: 5197.655762
	Iteration 56Q: 3 clusters Score -5414400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5414397.000000 Penalty: 5197.655762
	Iteration 57Q: 3 clusters Score -5414397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -5414400.500000 Penalty: 5197.655762
	Iteration 58Q: 3 clusters Score -5414400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5414401.000000 Penalty: 5197.655762
	Iteration 59Q: 3 clusters Score -5414401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5414399.000000 Penalty: 5197.655762
	Iteration 60F: 3 clusters Score -5414399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5414407.500000 Penalty: 5197.655762
	Iteration 61Q: 3 clusters Score -5414408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5414410.000000 Penalty: 5197.655762
	Iteration 62Q: 3 clusters Score -5414410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5414410.500000 Penalty: 5197.655762
	Iteration 63Q: 3 clusters Score -5414410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5414414.500000 Penalty: 5197.655762
	Iteration 64Q: 3 clusters Score -5414414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5414415.000000 Penalty: 5197.655762
	Iteration 65Q: 3 clusters Score -5414415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5414409.000000 Penalty: 5197.655762
	Iteration 66Q: 3 clusters Score -5414409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5414411.500000 Penalty: 5197.655762
	Iteration 67Q: 3 clusters Score -5414412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5414411.500000 Penalty: 5197.655762
	Iteration 68F: 3 clusters Score -5414412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -153420.156250 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -153420.2 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 557 members 
Entering Unmasked Estep 
Score: -151468.125000 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -151468.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152006.984375 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -152007 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152381.031250 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -152381 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152731.390625 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -152731.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152968.296875 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -152968.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -153090.906250 Penalty: 3479.793213
	Iteration 5F: 3 clusters Score -153090.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153188.781250 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -153188.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153234.312500 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -153234.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153260.609375 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -153260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153276.531250 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -153276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153283.781250 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -153283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153288.640625 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -153288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -153293.265625 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -153293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -153295.453125 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -153295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -153298.359375 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -153298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153300.906250 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -153300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -153302.640625 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -153302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153304.671875 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -153304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153305.546875 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -153305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153308.796875 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -153308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -153309.937500 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -153309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -153311.640625 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -153311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153315.078125 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -153315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153317.078125 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -153317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153317.734375 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -153317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153318.968750 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -153319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153318.968750 Penalty: 3479.793213
	Iteration 26F: 3 clusters Score -153319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -68169.320312 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -68169.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66856.328125 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -66856.33 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67545.085938 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -67545.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67862.625000 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -67862.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68198.507812 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -68198.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68446.234375 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -68446.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68566.085938 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -68566.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68641.812500 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -68641.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68688.804688 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -68688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68791.179688 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -68791.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68820.140625 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -68820.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68851.375000 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -68851.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68883.562500 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -68883.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68891.937500 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -68891.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68893.773438 Penalty: 3168.726318
	Iteration 13F: 3 clusters Score -68893.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68909.171875 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -68909.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68918.664062 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -68918.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68924.007812 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -68924.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68924.828125 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -68924.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68924.828125 Penalty: 3168.726318
	Iteration 18F: 3 clusters Score -68924.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175815 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 320 members 
Entering Unmasked Estep 
Score: -70334688.000000 Penalty: 136058.015625
Splitting cluster 27 changes total score from -70335584.000000 to -70334688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -365693.375000 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -365693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -362774.312500 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -362774.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363286.687500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -363286.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -363412.718750 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -363412.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -363490.218750 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -363490.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363535.437500 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -363535.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -363577.968750 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -363578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -363620.781250 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -363620.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -363646.218750 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -363646.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363664.343750 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -363664.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -363691.312500 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -363691.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363713.250000 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -363713.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363731.687500 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -363731.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -363747.625000 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -363747.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -363762.750000 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -363762.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -363780.687500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -363780.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -363803.281250 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -363803.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -363823.593750 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -363823.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -363837.875000 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -363837.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -363854.187500 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -363854.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -363871.156250 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -363871.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -363888.656250 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -363888.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -363903.500000 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -363903.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -363919.656250 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -363919.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -363936.187500 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -363936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -363955.156250 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -363955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -363972.312500 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -363972.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -363985.281250 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -363985.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -364003.281250 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -364003.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -364034.718750 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -364034.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -364063.781250 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -364063.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -364103.843750 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -364103.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -364151.781250 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -364151.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -364223.812500 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -364223.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -364360.125000 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -364360.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -364634.937500 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -364634.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -365017.281250 Penalty: 3869.489990
	Iteration 35F: 3 clusters Score -365017.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -365340.218750 Penalty: 3869.489990
	Iteration 36F: 3 clusters Score -365340.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -365496.125000 Penalty: 3869.489990
	Iteration 37Q: 3 clusters Score -365496.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -365573.468750 Penalty: 3869.489990
	Iteration 38Q: 3 clusters Score -365573.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -365588.562500 Penalty: 3869.489990
	Iteration 39Q: 3 clusters Score -365588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -365598.843750 Penalty: 3869.489990
	Iteration 40F: 3 clusters Score -365598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -365600.218750 Penalty: 3869.489990
	Iteration 41Q: 3 clusters Score -365600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -365601.531250 Penalty: 3869.489990
	Iteration 42Q: 3 clusters Score -365601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -365602.593750 Penalty: 3869.489990
	Iteration 43Q: 3 clusters Score -365602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -365602.593750 Penalty: 3869.489990
	Iteration 44F: 3 clusters Score -365602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -71247.070312 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -71247.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69745.023438 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -69745.02 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69989.890625 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -69989.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70061.078125 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -70061.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70081.414062 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -70081.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70088.429688 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -70088.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70089.468750 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -70089.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70089.468750 Penalty: 3121.535889
	Iteration 6F: 3 clusters Score -70089.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -308411.531250 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -308411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -305730.750000 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -305730.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -306222.062500 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -306222.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306389.156250 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -306389.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306534.281250 Penalty: 3797.777832
	Iteration 3F: 3 clusters Score -306534.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -306664.937500 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -306664.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -306768.750000 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -306768.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -306873.656250 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -306873.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -306964.312500 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -306964.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -307025.593750 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -307025.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -307068.843750 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -307068.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307104.593750 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -307104.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -307127.812500 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -307127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -307143.562500 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -307143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -307151.218750 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -307151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -307159.031250 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -307159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -307161.500000 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -307161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -307164.468750 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -307164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -307165.906250 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -307165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -307165.656250 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -307165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -307165.656250 Penalty: 3797.777832
	Iteration 19F: 3 clusters Score -307165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Entering Unmasked Estep 
Score: -11023885.000000 Penalty: 2772.126221
	Iteration 0F: 2 clusters Score -1.102388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -10976014.000000 Penalty: 5544.252441
	Iteration 0F: 3 clusters Score -1.097601e+07 nChanged 33456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -10995070.000000 Penalty: 5544.252441
	Iteration 1F: 3 clusters Score -1.099507e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -10995862.000000 Penalty: 5544.252441
	Iteration 2Q: 3 clusters Score -1.099586e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -10996825.000000 Penalty: 5544.252441
	Iteration 3Q: 3 clusters Score -1.099682e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -10997987.000000 Penalty: 5544.252441
	Iteration 4Q: 3 clusters Score -1.099799e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -10999487.000000 Penalty: 5544.252441
	Iteration 5Q: 3 clusters Score -1.099949e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -11001553.000000 Penalty: 5544.252441
	Iteration 6F: 3 clusters Score -1.100155e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -11004610.000000 Penalty: 5544.252441
	Iteration 7F: 3 clusters Score -1.100461e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -11008539.000000 Penalty: 5544.252441
	Iteration 8F: 3 clusters Score -1.100854e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -11012444.000000 Penalty: 5544.252441
	Iteration 9F: 3 clusters Score -1.101244e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -11015722.000000 Penalty: 5544.252441
	Iteration 10F: 3 clusters Score -1.101572e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -11017880.000000 Penalty: 5544.252441
	Iteration 11Q: 3 clusters Score -1.101788e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -11019251.000000 Penalty: 5544.252441
	Iteration 12Q: 3 clusters Score -1.101925e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -11020085.000000 Penalty: 5544.252441
	Iteration 13Q: 3 clusters Score -1.102008e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -11020852.000000 Penalty: 5544.252441
	Iteration 14Q: 3 clusters Score -1.102085e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -11021397.000000 Penalty: 5544.252441
	Iteration 15Q: 3 clusters Score -1.10214e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -11021672.000000 Penalty: 5544.252441
	Iteration 16Q: 3 clusters Score -1.102167e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -11021883.000000 Penalty: 5544.252441
	Iteration 17Q: 3 clusters Score -1.102188e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -11021918.000000 Penalty: 5544.252441
	Iteration 18Q: 3 clusters Score -1.102192e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -11021956.000000 Penalty: 5544.252441
	Iteration 19Q: 3 clusters Score -1.102196e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -11021980.000000 Penalty: 5544.252441
	Iteration 20F: 3 clusters Score -1.102198e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -11022003.000000 Penalty: 5544.252441
	Iteration 21Q: 3 clusters Score -1.1022e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -11022018.000000 Penalty: 5544.252441
	Iteration 22Q: 3 clusters Score -1.102202e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -11022002.000000 Penalty: 5544.252441
	Iteration 23Q: 3 clusters Score -1.1022e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -11021993.000000 Penalty: 5544.252441
	Iteration 24Q: 3 clusters Score -1.102199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -11022035.000000 Penalty: 5544.252441
	Iteration 25Q: 3 clusters Score -1.102204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -11022043.000000 Penalty: 5544.252441
	Iteration 26Q: 3 clusters Score -1.102204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -11022049.000000 Penalty: 5544.252441
	Iteration 27Q: 3 clusters Score -1.102205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -11022054.000000 Penalty: 5544.252441
	Iteration 28Q: 3 clusters Score -1.102205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -11022051.000000 Penalty: 5544.252441
	Iteration 29Q: 3 clusters Score -1.102205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -11022062.000000 Penalty: 5544.252441
	Iteration 30Q: 3 clusters Score -1.102206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -11022055.000000 Penalty: 5544.252441
	Iteration 31Q: 3 clusters Score -1.102206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -11022048.000000 Penalty: 5544.252441
	Iteration 32Q: 3 clusters Score -1.102205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -11022054.000000 Penalty: 5544.252441
	Iteration 33Q: 3 clusters Score -1.102205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -11022055.000000 Penalty: 5544.252441
	Iteration 34Q: 3 clusters Score -1.102206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -11022048.000000 Penalty: 5544.252441
	Iteration 35Q: 3 clusters Score -1.102205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -11022037.000000 Penalty: 5544.252441
	Iteration 36Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -11022039.000000 Penalty: 5544.252441
	Iteration 37Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -11022035.000000 Penalty: 5544.252441
	Iteration 38Q: 3 clusters Score -1.102204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -11022037.000000 Penalty: 5544.252441
	Iteration 39Q: 3 clusters Score -1.102204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -11022046.000000 Penalty: 5544.252441
	Iteration 40F: 3 clusters Score -1.102205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -11022045.000000 Penalty: 5544.252441
	Iteration 41Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -11022050.000000 Penalty: 5544.252441
	Iteration 42Q: 3 clusters Score -1.102205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -11022039.000000 Penalty: 5544.252441
	Iteration 43Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -11022044.000000 Penalty: 5544.252441
	Iteration 44Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -11022042.000000 Penalty: 5544.252441
	Iteration 45Q: 3 clusters Score -1.102204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -11022044.000000 Penalty: 5544.252441
	Iteration 46Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -11022045.000000 Penalty: 5544.252441
	Iteration 47Q: 3 clusters Score -1.102204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -11022040.000000 Penalty: 5544.252441
	Iteration 48Q: 3 clusters Score -1.102204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -11022040.000000 Penalty: 5544.252441
	Iteration 49F: 3 clusters Score -1.102204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -756535.375000 Penalty: 2121.369873
	Iteration 0F: 2 clusters Score -756535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -751958.312500 Penalty: 4242.739746
	Iteration 0F: 3 clusters Score -751958.3 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -753075.500000 Penalty: 4242.739746
	Iteration 1F: 3 clusters Score -753075.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -753264.375000 Penalty: 4242.739746
	Iteration 2F: 3 clusters Score -753264.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -753438.875000 Penalty: 4242.739746
	Iteration 3F: 3 clusters Score -753438.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -753588.625000 Penalty: 4242.739746
	Iteration 4Q: 3 clusters Score -753588.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -753734.625000 Penalty: 4242.739746
	Iteration 5Q: 3 clusters Score -753734.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -753886.812500 Penalty: 4242.739746
	Iteration 6Q: 3 clusters Score -753886.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -754043.875000 Penalty: 4242.739746
	Iteration 7Q: 3 clusters Score -754043.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -754181.437500 Penalty: 4242.739746
	Iteration 8Q: 3 clusters Score -754181.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -754297.437500 Penalty: 4242.739746
	Iteration 9Q: 3 clusters Score -754297.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -754403.625000 Penalty: 4242.739746
	Iteration 10Q: 3 clusters Score -754403.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -754485.562500 Penalty: 4242.739746
	Iteration 11Q: 3 clusters Score -754485.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -754555.625000 Penalty: 4242.739746
	Iteration 12Q: 3 clusters Score -754555.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -754620.437500 Penalty: 4242.739746
	Iteration 13Q: 3 clusters Score -754620.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -754680.750000 Penalty: 4242.739746
	Iteration 14Q: 3 clusters Score -754680.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -754733.500000 Penalty: 4242.739746
	Iteration 15Q: 3 clusters Score -754733.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -754787.625000 Penalty: 4242.739746
	Iteration 16Q: 3 clusters Score -754787.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -754840.812500 Penalty: 4242.739746
	Iteration 17Q: 3 clusters Score -754840.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -754905.562500 Penalty: 4242.739746
	Iteration 18Q: 3 clusters Score -754905.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -754954.500000 Penalty: 4242.739746
	Iteration 19Q: 3 clusters Score -754954.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -754983.062500 Penalty: 4242.739746
	Iteration 20F: 3 clusters Score -754983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -755018.375000 Penalty: 4242.739746
	Iteration 21Q: 3 clusters Score -755018.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -755055.250000 Penalty: 4242.739746
	Iteration 22Q: 3 clusters Score -755055.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -755083.000000 Penalty: 4242.739746
	Iteration 23Q: 3 clusters Score -755083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -755104.687500 Penalty: 4242.739746
	Iteration 24Q: 3 clusters Score -755104.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -755128.687500 Penalty: 4242.739746
	Iteration 25Q: 3 clusters Score -755128.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -755153.812500 Penalty: 4242.739746
	Iteration 26Q: 3 clusters Score -755153.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -755174.062500 Penalty: 4242.739746
	Iteration 27Q: 3 clusters Score -755174.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -755187.875000 Penalty: 4242.739746
	Iteration 28Q: 3 clusters Score -755187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -755199.250000 Penalty: 4242.739746
	Iteration 29Q: 3 clusters Score -755199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -755209.625000 Penalty: 4242.739746
	Iteration 30Q: 3 clusters Score -755209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -755216.687500 Penalty: 4242.739746
	Iteration 31Q: 3 clusters Score -755216.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -755224.562500 Penalty: 4242.739746
	Iteration 32Q: 3 clusters Score -755224.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -755232.312500 Penalty: 4242.739746
	Iteration 33Q: 3 clusters Score -755232.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -755249.375000 Penalty: 4242.739746
	Iteration 34Q: 3 clusters Score -755249.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -755257.750000 Penalty: 4242.739746
	Iteration 35Q: 3 clusters Score -755257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -755264.125000 Penalty: 4242.739746
	Iteration 36Q: 3 clusters Score -755264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -755267.937500 Penalty: 4242.739746
	Iteration 37Q: 3 clusters Score -755267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -755271.937500 Penalty: 4242.739746
	Iteration 38Q: 3 clusters Score -755271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -755273.312500 Penalty: 4242.739746
	Iteration 39Q: 3 clusters Score -755273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -755273.312500 Penalty: 4242.739746
	Iteration 40F: 3 clusters Score -755273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -755273.500000 Penalty: 4242.739746
	Iteration 41Q: 3 clusters Score -755273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -755274.187500 Penalty: 4242.739746
	Iteration 42Q: 3 clusters Score -755274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -755273.312500 Penalty: 4242.739746
	Iteration 43Q: 3 clusters Score -755273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -755273.312500 Penalty: 4242.739746
	Iteration 44F: 3 clusters Score -755273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -353810.843750 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -353810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -350916.281250 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -350916.3 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -351643.718750 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -351643.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -352154.062500 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -352154.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -352683.343750 Penalty: 3870.503662
	Iteration 3F: 3 clusters Score -352683.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -352992.093750 Penalty: 3870.503662
	Iteration 4F: 3 clusters Score -352992.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -353150.312500 Penalty: 3870.503662
	Iteration 5F: 3 clusters Score -353150.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -353218.062500 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -353218.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -353266.593750 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -353266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -353302.406250 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -353302.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -353343.000000 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -353343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -353370.593750 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -353370.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -353397.218750 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -353397.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -353416.687500 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -353416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -353423.906250 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -353423.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -353428.593750 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -353428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -353430.062500 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -353430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -353434.281250 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -353434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -353440.625000 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -353440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -353442.000000 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -353442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -353441.937500 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -353441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -353442.687500 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -353442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -353442.875000 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -353442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -353442.875000 Penalty: 3870.503662
	Iteration 22F: 3 clusters Score -353442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -101551.171875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -101551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99924.335938 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -99924.34 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100138.828125 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -100138.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100190.242188 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -100190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100199.640625 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -100199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100210.570312 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -100210.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100236.335938 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -100236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100244.671875 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -100244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100254.218750 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -100254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100263.085938 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -100263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -100277.257812 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -100277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100288.195312 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -100288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -100307.460938 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -100307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100316.867188 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -100316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100348.046875 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -100348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100392.281250 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -100392.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -100422.953125 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -100423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -100461.585938 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -100461.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -100489.609375 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -100489.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -100529.140625 Penalty: 3252.866211
	Iteration 18Q: 3 clusters Score -100529.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -100588.273438 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -100588.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -100609.125000 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -100609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -100653.789062 Penalty: 3252.866211
	Iteration 21Q: 3 clusters Score -100653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -100717.984375 Penalty: 3252.866211
	Iteration 22Q: 3 clusters Score -100718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -100843.781250 Penalty: 3252.866211
	Iteration 23Q: 3 clusters Score -100843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -100949.898438 Penalty: 3252.866211
	Iteration 24Q: 3 clusters Score -100949.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -101073.726562 Penalty: 3252.866211
	Iteration 25Q: 3 clusters Score -101073.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -101121.468750 Penalty: 3252.866211
	Iteration 26Q: 3 clusters Score -101121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -101137.179688 Penalty: 3252.866211
	Iteration 27Q: 3 clusters Score -101137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -101144.929688 Penalty: 3252.866211
	Iteration 28Q: 3 clusters Score -101144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -101150.789062 Penalty: 3252.866211
	Iteration 29Q: 3 clusters Score -101150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -101155.625000 Penalty: 3252.866211
	Iteration 30Q: 3 clusters Score -101155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -101163.140625 Penalty: 3252.866211
	Iteration 31F: 3 clusters Score -101163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -101179.507812 Penalty: 3252.866211
	Iteration 32Q: 3 clusters Score -101179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -101179.507812 Penalty: 3252.866211
	Iteration 33F: 3 clusters Score -101179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -159816.281250 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -159816.3 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 526 members 
Entering Unmasked Estep 
Score: -157865.843750 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -157865.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158156.109375 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -158156.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -158241.281250 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -158241.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158288.796875 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -158288.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -158327.953125 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -158328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158369.109375 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -158369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158388.468750 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -158388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158405.453125 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -158405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158422.125000 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -158422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158442.218750 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -158442.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158457.890625 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -158457.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158478.890625 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -158478.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158500.578125 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -158500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -158523.906250 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -158523.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -158547.578125 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -158547.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -158564.312500 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -158564.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -158575.781250 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -158575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -158590.015625 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -158590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -158596.125000 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -158596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -158600.953125 Penalty: 3475.770020
	Iteration 19Q: 3 clusters Score -158601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -158604.343750 Penalty: 3475.770020
	Iteration 20F: 3 clusters Score -158604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -158605.953125 Penalty: 3475.770020
	Iteration 21Q: 3 clusters Score -158606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -158610.875000 Penalty: 3475.770020
	Iteration 22Q: 3 clusters Score -158610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -158614.296875 Penalty: 3475.770020
	Iteration 23Q: 3 clusters Score -158614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -158616.578125 Penalty: 3475.770020
	Iteration 24Q: 3 clusters Score -158616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -158618.296875 Penalty: 3475.770020
	Iteration 25Q: 3 clusters Score -158618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -158619.984375 Penalty: 3475.770020
	Iteration 26Q: 3 clusters Score -158620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -158623.250000 Penalty: 3475.770020
	Iteration 27Q: 3 clusters Score -158623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -158623.968750 Penalty: 3475.770020
	Iteration 28Q: 3 clusters Score -158624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -158623.968750 Penalty: 3475.770020
	Iteration 29F: 3 clusters Score -158624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -111621.687500 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -111621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109872.726562 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -109872.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110138.734375 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -110138.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110249.210938 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -110249.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110296.242188 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -110296.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110335.664062 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -110335.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110382.289062 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -110382.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110410.312500 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -110410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110421.382812 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -110421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -110428.343750 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -110428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110432.273438 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -110432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -110437.296875 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -110437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110438.968750 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -110439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110440.484375 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -110440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110443.382812 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -110443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110443.382812 Penalty: 3309.955811
	Iteration 14F: 3 clusters Score -110443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -32034.060547 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -32034.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30840.126953 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30840.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31276.279297 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -31276.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31477.599609 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31540.457031 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -31540.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31573.359375 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -31573.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31657.810547 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -31657.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31693.546875 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -31693.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31733.986328 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -31733.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31751.531250 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -31751.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31753.185547 Penalty: 2922.255371
	Iteration 9F: 3 clusters Score -31753.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31785.048828 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -31785.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31833.203125 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -31833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31857.750000 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -31857.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31866.820312 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -31866.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31886.580078 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -31886.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31949.144531 Penalty: 2922.255371
	Iteration 15Q: 3 clusters Score -31949.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31972.218750 Penalty: 2922.255371
	Iteration 16Q: 3 clusters Score -31972.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31998.925781 Penalty: 2922.255371
	Iteration 17Q: 3 clusters Score -31998.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32001.951172 Penalty: 2922.255371
	Iteration 18Q: 3 clusters Score -32001.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32011.207031 Penalty: 2922.255371
	Iteration 19Q: 3 clusters Score -32011.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32033.123047 Penalty: 2922.255371
	Iteration 20F: 3 clusters Score -32033.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32129.724609 Penalty: 2922.255371
	Iteration 21Q: 3 clusters Score -32129.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32256.597656 Penalty: 2922.255371
	Iteration 22Q: 3 clusters Score -32256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32317.910156 Penalty: 2922.255371
	Iteration 23Q: 3 clusters Score -32317.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32376.914062 Penalty: 2922.255371
	Iteration 24Q: 3 clusters Score -32376.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32393.746094 Penalty: 2922.255371
	Iteration 25Q: 3 clusters Score -32393.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32424.587891 Penalty: 2922.255371
	Iteration 26Q: 3 clusters Score -32424.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32471.943359 Penalty: 2922.255371
	Iteration 27Q: 3 clusters Score -32471.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32494.666016 Penalty: 2922.255371
	Iteration 28Q: 3 clusters Score -32494.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32517.828125 Penalty: 2922.255371
	Iteration 29Q: 3 clusters Score -32517.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32527.886719 Penalty: 2922.255371
	Iteration 30F: 3 clusters Score -32527.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32613.531250 Penalty: 2922.255371
	Iteration 31Q: 3 clusters Score -32613.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32740.583984 Penalty: 2922.255371
	Iteration 32Q: 3 clusters Score -32740.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32772.054688 Penalty: 2922.255371
	Iteration 33Q: 3 clusters Score -32772.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32782.250000 Penalty: 2922.255371
	Iteration 34Q: 3 clusters Score -32782.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32782.250000 Penalty: 2922.255371
	Iteration 35F: 3 clusters Score -32782.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175815 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 172 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 190 members 
Entering Unmasked Estep 
Score: -70334528.000000 Penalty: 136058.015625
Splitting cluster 37 changes total score from -70335584.000000 to -70334528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -49232.601562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -49232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47904.300781 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -47904.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48201.265625 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -48201.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48357.261719 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -48357.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48516.578125 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -48516.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48783.417969 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -48783.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49209.074219 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -49209.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -49585.878906 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -49585.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49699.093750 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -49699.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49719.695312 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -49719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49730.484375 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -49730.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49738.238281 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -49738.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49742.640625 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -49742.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49742.640625 Penalty: 3006.482422
	Iteration 12F: 3 clusters Score -49742.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175815 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 20200 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 35566 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 71534 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 791 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 318 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 111 members 
Entering Unmasked Estep 
Score: -70334320.000000 Penalty: 136058.015625
Splitting cluster 38 changes total score from -70335584.000000 to -70334320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -724055.125000 Penalty: 2102.398193
	Iteration 0F: 2 clusters Score -724055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -719665.937500 Penalty: 4204.796387
	Iteration 0F: 3 clusters Score -719665.9 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -720708.875000 Penalty: 4204.796387
	Iteration 1F: 3 clusters Score -720708.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -720903.875000 Penalty: 4204.796387
	Iteration 2F: 3 clusters Score -720903.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -721022.625000 Penalty: 4204.796387
	Iteration 3Q: 3 clusters Score -721022.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -721101.812500 Penalty: 4204.796387
	Iteration 4Q: 3 clusters Score -721101.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -721167.250000 Penalty: 4204.796387
	Iteration 5Q: 3 clusters Score -721167.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -721220.250000 Penalty: 4204.796387
	Iteration 6Q: 3 clusters Score -721220.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -721252.375000 Penalty: 4204.796387
	Iteration 7Q: 3 clusters Score -721252.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -721281.125000 Penalty: 4204.796387
	Iteration 8Q: 3 clusters Score -721281.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -721305.562500 Penalty: 4204.796387
	Iteration 9Q: 3 clusters Score -721305.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -721325.312500 Penalty: 4204.796387
	Iteration 10Q: 3 clusters Score -721325.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -721339.625000 Penalty: 4204.796387
	Iteration 11Q: 3 clusters Score -721339.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -721353.812500 Penalty: 4204.796387
	Iteration 12Q: 3 clusters Score -721353.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -721369.250000 Penalty: 4204.796387
	Iteration 13Q: 3 clusters Score -721369.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -721386.937500 Penalty: 4204.796387
	Iteration 14Q: 3 clusters Score -721386.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -721402.000000 Penalty: 4204.796387
	Iteration 15Q: 3 clusters Score -721402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -721416.250000 Penalty: 4204.796387
	Iteration 16Q: 3 clusters Score -721416.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -721425.750000 Penalty: 4204.796387
	Iteration 17Q: 3 clusters Score -721425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -721436.250000 Penalty: 4204.796387
	Iteration 18Q: 3 clusters Score -721436.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -721449.750000 Penalty: 4204.796387
	Iteration 19Q: 3 clusters Score -721449.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -721462.625000 Penalty: 4204.796387
	Iteration 20F: 3 clusters Score -721462.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -721474.812500 Penalty: 4204.796387
	Iteration 21Q: 3 clusters Score -721474.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -721482.000000 Penalty: 4204.796387
	Iteration 22Q: 3 clusters Score -721482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -721488.812500 Penalty: 4204.796387
	Iteration 23Q: 3 clusters Score -721488.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -721494.125000 Penalty: 4204.796387
	Iteration 24Q: 3 clusters Score -721494.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -721503.750000 Penalty: 4204.796387
	Iteration 25Q: 3 clusters Score -721503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -721512.750000 Penalty: 4204.796387
	Iteration 26Q: 3 clusters Score -721512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -721519.187500 Penalty: 4204.796387
	Iteration 27Q: 3 clusters Score -721519.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -721526.125000 Penalty: 4204.796387
	Iteration 28Q: 3 clusters Score -721526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -721530.750000 Penalty: 4204.796387
	Iteration 29Q: 3 clusters Score -721530.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -721536.937500 Penalty: 4204.796387
	Iteration 30Q: 3 clusters Score -721536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -721544.437500 Penalty: 4204.796387
	Iteration 31Q: 3 clusters Score -721544.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -721548.437500 Penalty: 4204.796387
	Iteration 32Q: 3 clusters Score -721548.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -721555.250000 Penalty: 4204.796387
	Iteration 33Q: 3 clusters Score -721555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -721559.437500 Penalty: 4204.796387
	Iteration 34Q: 3 clusters Score -721559.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -721563.937500 Penalty: 4204.796387
	Iteration 35Q: 3 clusters Score -721563.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -721571.812500 Penalty: 4204.796387
	Iteration 36Q: 3 clusters Score -721571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -721583.875000 Penalty: 4204.796387
	Iteration 37Q: 3 clusters Score -721583.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -721596.687500 Penalty: 4204.796387
	Iteration 38Q: 3 clusters Score -721596.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -721610.437500 Penalty: 4204.796387
	Iteration 39Q: 3 clusters Score -721610.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -721625.312500 Penalty: 4204.796387
	Iteration 40F: 3 clusters Score -721625.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -721646.437500 Penalty: 4204.796387
	Iteration 41Q: 3 clusters Score -721646.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -721673.500000 Penalty: 4204.796387
	Iteration 42Q: 3 clusters Score -721673.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -721709.875000 Penalty: 4204.796387
	Iteration 43Q: 3 clusters Score -721709.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -721739.437500 Penalty: 4204.796387
	Iteration 44Q: 3 clusters Score -721739.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -721771.000000 Penalty: 4204.796387
	Iteration 45Q: 3 clusters Score -721771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -721797.937500 Penalty: 4204.796387
	Iteration 46Q: 3 clusters Score -721797.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -721822.375000 Penalty: 4204.796387
	Iteration 47Q: 3 clusters Score -721822.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -721848.187500 Penalty: 4204.796387
	Iteration 48Q: 3 clusters Score -721848.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -721872.875000 Penalty: 4204.796387
	Iteration 49Q: 3 clusters Score -721872.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -721900.187500 Penalty: 4204.796387
	Iteration 50Q: 3 clusters Score -721900.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -721931.375000 Penalty: 4204.796387
	Iteration 51Q: 3 clusters Score -721931.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -721957.437500 Penalty: 4204.796387
	Iteration 52Q: 3 clusters Score -721957.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -721988.437500 Penalty: 4204.796387
	Iteration 53Q: 3 clusters Score -721988.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -722008.750000 Penalty: 4204.796387
	Iteration 54Q: 3 clusters Score -722008.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -722029.187500 Penalty: 4204.796387
	Iteration 55Q: 3 clusters Score -722029.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -722039.000000 Penalty: 4204.796387
	Iteration 56Q: 3 clusters Score -722039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -722051.125000 Penalty: 4204.796387
	Iteration 57Q: 3 clusters Score -722051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -722055.687500 Penalty: 4204.796387
	Iteration 58Q: 3 clusters Score -722055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -722058.937500 Penalty: 4204.796387
	Iteration 59Q: 3 clusters Score -722058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -722065.000000 Penalty: 4204.796387
	Iteration 60F: 3 clusters Score -722065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -722068.812500 Penalty: 4204.796387
	Iteration 61Q: 3 clusters Score -722068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -722072.562500 Penalty: 4204.796387
	Iteration 62Q: 3 clusters Score -722072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -722073.625000 Penalty: 4204.796387
	Iteration 63Q: 3 clusters Score -722073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -722077.125000 Penalty: 4204.796387
	Iteration 64Q: 3 clusters Score -722077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -722076.187500 Penalty: 4204.796387
	Iteration 65Q: 3 clusters Score -722076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -722076.187500 Penalty: 4204.796387
	Iteration 66F: 3 clusters Score -722076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -64464.449219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -64464.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62958.433594 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62958.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63137.187500 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -63137.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63200.457031 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -63200.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63222.226562 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -63222.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63232.457031 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -63232.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63233.703125 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -63233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63233.703125 Penalty: 3062.197998
	Iteration 6F: 3 clusters Score -63233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17769.212891 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17769.21 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 88 members 
Entering Unmasked Estep 
Score: -16917.291016 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16917.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16978.416016 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16978.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17012.277344 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -17012.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17019.994141 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -17019.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17019.994141 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -17019.99 nChanged 0
--- Evaluating fit on full set of 1412708 points ---
Entering Unmasked Estep 
Score: -211050944.000000 Penalty: 143989.250000
25->42 Clusters: Score -211050944.000000, best is -211208784.000000

Main iterations: 0 (time per=infms)
Total iterations: 49272 (time per=256.051528ms)
Iterations metric 2: 1617477500928.000000 (time per=7.799905ns)
Iterations metric 3: 48523311579136.000000 (time per=260.002265ps)

That took 12616.170898 seconds.
